1
|
van der Werf J, Fleming NI. Are single nucleotide polymorphisms underutilized for guiding treatment of inflammatory bowel disease? Immunol Cell Biol 2025. [PMID: 40313162 DOI: 10.1111/imcb.70029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Revised: 04/15/2025] [Accepted: 04/18/2025] [Indexed: 05/03/2025]
Abstract
Inflammatory bowel disease (IBD), encompassing Crohn's disease (CD), ulcerative colitis (UC) and IBD unclassified (IBDU), significantly impacts quality of life. Despite significant advances in the management of the conditions, responses to treatments vary greatly, and this is due partly to our natural genetic variation. Here we will review the evidence for whether single nucleotide polymorphisms (SNPs) have the potential to guide treatment decisions for people with IBD. We will first consider SNPs that exhibit strong associations with IBD pathogenesis and their relevance to epithelial barrier integrity, cytokine production, and immune system function. Then, we will cover those SNPs implicated in altering response to our various current IBD therapeutics, including the recently implemented drugs ustekinumab and tofacitinib. Finally, we will explore lesser-known SNPs that exhibit complex relationships with the disease and which may be undervalued as pharmacogenetic tools. Overall, it will be demonstrated that SNPs associated with IBD pathology are largely distinct from those predicting response to treatments and that new discoveries of clinically useful tools can be expected from therapy-focused investigations. Given the growing list of treatments available, we argue that beneficial personalization of treatments based on SNPs is still underutilized.
Collapse
Affiliation(s)
| | - Nicholas Ian Fleming
- Department of Pathology, University of Otago, Dunedin, New Zealand
- The Maurice Wilkins Centre, The University of Auckland, Auckland, New Zealand
| |
Collapse
|
2
|
Chen L, Zhang C, Niu R, Xiong S, He J, Wang Y, Zhang P, Su F, Liu Z, Zhou L, Mao R, Hu S, Chen M, Qiu Y, Feng R. Multi-Omics Biomarkers for Predicting Efficacy of Biologic and Small-Molecule Therapies in Adults With Inflammatory Bowel Disease: A Systematic Review. United European Gastroenterol J 2025; 13:517-530. [PMID: 39656426 PMCID: PMC12090831 DOI: 10.1002/ueg2.12720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 10/09/2024] [Accepted: 10/14/2024] [Indexed: 05/21/2025] Open
Abstract
The heterogeneity and suboptimal efficacy of biological treatments and small molecule drugs necessitate their precise selection based on biomarkers that predict therapeutic responses in inflammatory bowel disease. Recent studies have identified numerous novel biomarkers predictive of responses to biologics and small molecule modulators, utilizing a variety of omics approaches in inflammatory bowel disease. In this review, we systematically examine baseline omics biomarkers that predict responses to biological therapies and small molecule drugs, drawing on literature from PubMed. Our analysis spans multiple omics disciplines, including genomics, transcriptomics (both bulk RNA and single-cell RNA sequencing), proteomics, microbiomics, and metabolomics, with particular emphasis on the impact of models integrating multiple omics datasets. Additionally, to further the field of precision medicine, we evaluated specific biomarkers that may exhibit distinct effects on responses to multiple therapeutic interventions.
Collapse
Affiliation(s)
- Liru Chen
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Chuhan Zhang
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Ruixuan Niu
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Shanshan Xiong
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Jinshen He
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Yu Wang
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Pingxin Zhang
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Fengyuan Su
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Institute of Precision MedicineThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Zishan Liu
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Longyuan Zhou
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Ren Mao
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Shixian Hu
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Institute of Precision MedicineThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Minhu Chen
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Yun Qiu
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Rui Feng
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Guangxi Hospital DivisionThe First Affiliated HospitalSun Yat‐sen UniversityNanningChina
| |
Collapse
|
3
|
Ballesta-López O, Gil-Candel M, Centelles-Oria M, Megías-Vericat JE, Solana-Altabella A, Ribes-Artero H, Nos-Mateu P, García-Pellicer J, Poveda-Andrés JL. Pharmacogenetics in Response to Biological Agents in Inflammatory Bowel Disease: A Systematic Review. Int J Mol Sci 2025; 26:1760. [PMID: 40004223 PMCID: PMC11855474 DOI: 10.3390/ijms26041760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Revised: 02/07/2025] [Accepted: 02/13/2025] [Indexed: 02/27/2025] Open
Abstract
Inflammatory bowel diseases (IBDs) are chronic inflammatory disorders influenced by microbial, environmental, genetic, and immune factors. The introduction of biological agents has transformed IBD therapy, improving symptoms, reducing complications, and enhancing patients' quality of life. However, approximately 30% of patients exhibit primary non-response, and 50% experience a loss of response over time. Genetic and non-genetic factors contribute to variability in treatment outcomes. This systematic review aims to thoroughly analyze and assess existing studies exploring the relationships between genetic variations and individual responses to biologic drugs, in order to identify genetic markers that are predictive of treatment efficacy, risk of adverse effects, or drug toxicity, thereby informing clinical practice and guiding future research. PubMed and EMBASE papers were reviewed by three independent reviewers according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses [PRISMA] guidelines. Of the 883 records screened, 99 met the inclusion criteria. The findings of this review represent an initial step toward personalized medicine in IBD, with the potential to improve clinical outcomes in biological therapy.
Collapse
Affiliation(s)
- Octavio Ballesta-López
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Mayte Gil-Candel
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - María Centelles-Oria
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Juan Eduardo Megías-Vericat
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Antonio Solana-Altabella
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
- Accredited Research Group on Hematology, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Hugo Ribes-Artero
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Pilar Nos-Mateu
- Inflammatory Bowel Disease Unit, Gastroenterology Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Javier García-Pellicer
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - José Luis Poveda-Andrés
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
- Management Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| |
Collapse
|
4
|
Kayali S, Fantasia S, Gaiani F, Cavallaro LG, de’Angelis GL, Laghi L. NOD2 and Crohn's Disease Clinical Practice: From Epidemiology to Diagnosis and Therapy, Rewired. Inflamm Bowel Dis 2025; 31:552-562. [PMID: 38582044 PMCID: PMC11808579 DOI: 10.1093/ibd/izae075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Indexed: 04/08/2024]
Abstract
Crohn's disease (CD) is a chronic inflammatory bowel disease with a multifactorial pathogenesis involving environmental and genetic factors. Since the late 20th century, the discovery of the first susceptibility gene (NOD2, previously referred to as CARD15) for CD has paved the way for further investigations into the correlations between clinical features and genetics, and its potential impact on clinical practice has fueled the research in the last 2 decades. Recent therapeutic advancements involving novel biologic drugs and small molecules have shifted inflammatory bowel disease management from a disease-centered to a patient-centric approach. To date, the role of NOD2 has not been fully understood yet. Recent data suggest that its clinical impact may be greater than currently recognized. This review overviews the most common NOD2 variants' role in real-life clinical practice. These genetic variants increase the risk of developing the disease and can aid in tailoring diagnosis and treatment. They are associated with the stricturing phenotype and ileal involvement and increase the risk of steroid refractoriness. In the meantime, limited and inconclusive evidence exists regarding their predictive role in response to azathioprine, biologic drugs, and small molecules. Eventually, their role in increasing the risk for surgery is evident, especially in those with the L1007fs variant. If further trials will support the initial evidence reported so far, NOD2 genetic variants will emerge as possible candidates for developing precision medicine in CD.
Collapse
Affiliation(s)
- Stefano Kayali
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Stefano Fantasia
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Federica Gaiani
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Gastroenterology and Endoscopy Unit, University Hospital of Parma, Parma, Italy
| | | | | | - Luigi Laghi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Laboratory of Molecular Gastroenterology, Humanitas Clinical and Research Centre, Rozzano, Italy
| |
Collapse
|
5
|
Puca P, Capobianco I, Coppola G, Di Vincenzo F, Trapani V, Petito V, Laterza L, Pugliese D, Lopetuso LR, Scaldaferri F. Cellular and Molecular Determinants of Biologic Drugs Resistance and Therapeutic Failure in Inflammatory Bowel Disease. Int J Mol Sci 2024; 25:2789. [PMID: 38474034 DOI: 10.3390/ijms25052789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 02/22/2024] [Accepted: 02/26/2024] [Indexed: 03/14/2024] Open
Abstract
The advent of biologic drugs has revolutionized the treatment of Inflammatory Bowel Disease, increasing rates of response and mucosal healing in comparison to conventional therapies by allowing the treatment of corticosteroid-refractory cases and reducing corticosteroid-related side effects. However, biologic therapies (anti-TNFα inhibitors, anti-α4β7 integrin and anti-IL12/23) are still burdened by rates of response that hover around 40% (in biologic-naïve patients) or lower (for biologic-experienced patients). Moreover, knowledge of the mechanisms underlying drug resistance or loss of response is still scarce. Several cellular and molecular determinants are implied in therapeutic failure; genetic predispositions, in the form of single nucleotide polymorphisms in the sequence of cytokines or Human Leukocyte Antigen, or an altered expression of cytokines and other molecules involved in the inflammation cascade, play the most important role. Accessory mechanisms include gut microbiota dysregulation. In this narrative review of the current and most recent literature, we shed light on the mentioned determinants of therapeutic failure in order to pave the way for a more personalized approach that could help avoid unnecessary treatments and toxicities.
Collapse
Affiliation(s)
- Pierluigi Puca
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Ivan Capobianco
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Gaetano Coppola
- IBD Unit, UOC CEMAD Centro Malattie dell'Apparato Digerente, Dipartimento di Scienze Mediche e Chirurgiche Addominali ed Endocrino Metaboliche, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Federica Di Vincenzo
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Valentina Trapani
- Alleanza Contro il Cancro, Istituto Superiore di Sanità, 00144 Rome, Italy
| | - Valentina Petito
- IBD Unit, UOC CEMAD Centro Malattie dell'Apparato Digerente, Dipartimento di Scienze Mediche e Chirurgiche Addominali ed Endocrino Metaboliche, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Lucrezia Laterza
- IBD Unit, UOC CEMAD Centro Malattie dell'Apparato Digerente, Dipartimento di Scienze Mediche e Chirurgiche Addominali ed Endocrino Metaboliche, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Daniela Pugliese
- IBD Unit, UOC CEMAD Centro Malattie dell'Apparato Digerente, Dipartimento di Scienze Mediche e Chirurgiche Addominali ed Endocrino Metaboliche, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Loris Riccardo Lopetuso
- IBD Unit, UOC CEMAD Centro Malattie dell'Apparato Digerente, Dipartimento di Scienze Mediche e Chirurgiche Addominali ed Endocrino Metaboliche, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
- Department of Medicine and Ageing Sciences, "G. d'Annunzio" University of Chieti-Pescara, 66100 Chieti, Italy
- Center for Advanced Studies and Technology (CAST), "G. d'Annunzio" University of Chieti-Pescara, 66100 Chieti, Italy
| | - Franco Scaldaferri
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- IBD Unit, UOC CEMAD Centro Malattie dell'Apparato Digerente, Dipartimento di Scienze Mediche e Chirurgiche Addominali ed Endocrino Metaboliche, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| |
Collapse
|
6
|
Fiocchi C. Omics and Multi-Omics in IBD: No Integration, No Breakthroughs. Int J Mol Sci 2023; 24:14912. [PMID: 37834360 PMCID: PMC10573814 DOI: 10.3390/ijms241914912] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 09/27/2023] [Accepted: 10/02/2023] [Indexed: 10/15/2023] Open
Abstract
The recent advent of sophisticated technologies like sequencing and mass spectroscopy platforms combined with artificial intelligence-powered analytic tools has initiated a new era of "big data" research in various complex diseases of still-undetermined cause and mechanisms. The investigation of these diseases was, until recently, limited to traditional in vitro and in vivo biological experimentation, but a clear switch to in silico methodologies is now under way. This review tries to provide a comprehensive assessment of state-of-the-art knowledge on omes, omics and multi-omics in inflammatory bowel disease (IBD). The notion and importance of omes, omics and multi-omics in both health and complex diseases like IBD is introduced, followed by a discussion of the various omics believed to be relevant to IBD pathogenesis, and how multi-omics "big data" can generate new insights translatable into useful clinical tools in IBD such as biomarker identification, prediction of remission and relapse, response to therapy, and precision medicine. The pitfalls and limitations of current IBD multi-omics studies are critically analyzed, revealing that, regardless of the types of omes being analyzed, the majority of current reports are still based on simple associations of descriptive retrospective data from cross-sectional patient cohorts rather than more powerful longitudinally collected prospective datasets. Given this limitation, some suggestions are provided on how IBD multi-omics data may be optimized for greater clinical and therapeutic benefit. The review concludes by forecasting the upcoming incorporation of multi-omics analyses in the routine management of IBD.
Collapse
Affiliation(s)
- Claudio Fiocchi
- Department of Inflammation & Immunity, Lerner Research Institute, Cleveland, OH 44195, USA;
- Department of Gastroenterology, Hepatology and Nutrition, Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| |
Collapse
|
7
|
Wang LF, Chen PR, He SK, Duan SH, Zhang Y. Predictors and optimal management of tumor necrosis factor antagonist nonresponse in inflammatory bowel disease: A literature review. World J Gastroenterol 2023; 29:4481-4498. [PMID: 37621757 PMCID: PMC10445007 DOI: 10.3748/wjg.v29.i29.4481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 06/28/2023] [Accepted: 07/17/2023] [Indexed: 08/02/2023] Open
Abstract
Tumor necrosis factor-α (TNF-α) antagonists, the first biologics approved for treating patients with inflammatory bowel disease (IBD), are effective for the induction and maintenance of remission and significantly improving prognosis. However, up to one-third of treated patients show primary nonresponse (PNR) to anti-TNF-α therapies, and 23%-50% of IBD patients experience loss of response (LOR) to these biologics during subsequent treatment. There is still no recognized predictor for evaluating the efficacy of anti-TNF drugs. This review summarizes the existing predictors of PNR and LOR to anti-TNF in IBD patients. Most predictors remain controversial, and only previous surgical history, disease manifestations, drug concentrations, antidrug antibodies, serum albumin, some biologic markers, and some genetic markers may be potentially predictive. In addition, we also discuss the next steps of treatment for patients with PNR or LOR to TNF antagonists. Therapeutic drug monitoring plays an important role in treatment selection. Dose escalation, combination therapy, switching to a different anti-TNF drug, or switching to a biologic with a different mechanism of action can be selected based on the concentration of the drug and/or antidrug antibodies.
Collapse
Affiliation(s)
- Liang-Fang Wang
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
- West China School of Medicine, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Ping-Run Chen
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
- West China School of Medicine, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Si-Ke He
- West China School of Medicine, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Shi-Hao Duan
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
- West China School of Medicine, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Yan Zhang
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
- West China School of Medicine, Sichuan University, Chengdu 610041, Sichuan Province, China
| |
Collapse
|
8
|
Development of a Machine Learning Model to Predict Non-Durable Response to Anti-TNF Therapy in Crohn’s Disease Using Transcriptome Imputed from Genotypes. J Pers Med 2022; 12:jpm12060947. [PMID: 35743732 PMCID: PMC9224874 DOI: 10.3390/jpm12060947] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 06/05/2022] [Accepted: 06/08/2022] [Indexed: 11/25/2022] Open
Abstract
Almost half of patients show no primary or secondary response to monoclonal anti-tumor necrosis factor α (anti-TNF) antibody treatment for inflammatory bowel disease (IBD). Thus, the exact mechanisms of a non-durable response (NDR) remain inadequately defined. We used our genome-wide genotype data to impute expression values as features in training machine learning models to predict a NDR. Blood samples from various IBD cohorts were used for genotyping with the Korea Biobank Array. A total of 234 patients with Crohn’s disease (CD) who received their first anti-TNF therapy were enrolled. The expression profiles of 6294 genes in whole-blood tissue imputed from the genotype data were combined with clinical parameters to train a logistic model to predict the NDR. The top two and three most significant features were genetic features (DPY19L3, GSTT1, and NUCB1), not clinical features. The logistic regression of the NDR vs. DR status in our cohort by the imputed expression levels showed that the β coefficients were positive for DPY19L3 and GSTT1, and negative for NUCB1, concordant with the known eQTL information. Machine learning models using imputed gene expression features effectively predicted NDR to anti-TNF agents in patients with CD.
Collapse
|
9
|
Lauro R, Mannino F, Irrera N, Squadrito F, Altavilla D, Squadrito G, Pallio G, Bitto A. Pharmacogenetics of Biological Agents Used in Inflammatory Bowel Disease: A Systematic Review. Biomedicines 2021; 9:1748. [PMID: 34944563 PMCID: PMC8699014 DOI: 10.3390/biomedicines9121748] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 11/19/2021] [Accepted: 11/19/2021] [Indexed: 12/12/2022] Open
Abstract
Inflammatory Bowel Disease (IBD) comprises a group of disorders, in particular Crohn's disease (CD) and ulcerative colitis (UC), characterized by chronic inflammation affecting the gastrointestinal tract. The treatment of these conditions is primarily based on anti-inflammatory drugs, although the use of biological drugs with lower side effects quickly increased in the last decade. However, the presence of certain polymorphisms in the population may determine a different outcome in response to therapy, reflecting the heterogeneity of the efficacy in patients. Considering that several studies showed important correlations between genetic polymorphisms and response to biological treatments in IBD patients, this systematic review aims to summarize the pharmacogenetics of biologicals approved for IBD, thus highlighting a possible association between some polymorphisms and drug response. With this purpose, we reviewed PubMed papers published over the past 21 years (2000-2021), using as the search term "drug name and IBD or CD or UC and polymorphisms" to underline the role of pharmacogenetic tests in approaching the disease with a targeted therapy.
Collapse
Affiliation(s)
- Rita Lauro
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125 Messina, Italy; (R.L.); (F.M.); (N.I.); (F.S.); (G.S.); (A.B.)
| | - Federica Mannino
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125 Messina, Italy; (R.L.); (F.M.); (N.I.); (F.S.); (G.S.); (A.B.)
| | - Natasha Irrera
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125 Messina, Italy; (R.L.); (F.M.); (N.I.); (F.S.); (G.S.); (A.B.)
- SunNutraPharma, Academic Spin-Off Company of the University of Messina, Via C. Valeria, 98125 Messina, Italy;
| | - Francesco Squadrito
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125 Messina, Italy; (R.L.); (F.M.); (N.I.); (F.S.); (G.S.); (A.B.)
- SunNutraPharma, Academic Spin-Off Company of the University of Messina, Via C. Valeria, 98125 Messina, Italy;
| | - Domenica Altavilla
- SunNutraPharma, Academic Spin-Off Company of the University of Messina, Via C. Valeria, 98125 Messina, Italy;
- Department of Biomedical, Dental, Morphological and Functional Imaging Sciences, University of Messina, Via C. Valeria, 98125 Messina, Italy
| | - Giovanni Squadrito
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125 Messina, Italy; (R.L.); (F.M.); (N.I.); (F.S.); (G.S.); (A.B.)
| | - Giovanni Pallio
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125 Messina, Italy; (R.L.); (F.M.); (N.I.); (F.S.); (G.S.); (A.B.)
| | - Alessandra Bitto
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125 Messina, Italy; (R.L.); (F.M.); (N.I.); (F.S.); (G.S.); (A.B.)
- SunNutraPharma, Academic Spin-Off Company of the University of Messina, Via C. Valeria, 98125 Messina, Italy;
| |
Collapse
|
10
|
Nayar S, Cho JH. From single-target to cellular niche targeting in Crohn's disease: intercepting bad communications. EBioMedicine 2021; 74:103690. [PMID: 34773892 PMCID: PMC8601974 DOI: 10.1016/j.ebiom.2021.103690] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 10/20/2021] [Accepted: 10/27/2021] [Indexed: 02/07/2023] Open
Abstract
The mainstay of moderate to severe Crohn's disease (CD), anti-TNF treatment, shows no clinical benefit in ∼40% of patients, likely due to incomplete cellular targeting and delayed treatment institution. While single-target therapeutics have been highly effective for some CD patients, substantial limitations with respect to safety, efficacy, and long-term, complete remission remain. Deconvolution of the cellular and molecular circuitry of tissue lesions underscores the importance of combinatorial strategies targeting cellular niches. This review aims to evaluate current therapeutic approaches used to manage CD, and highlight recent advances to our cellular, genetic, and molecular understanding of mechanisms driving pathogenic niche activation in CD. We propose new frameworks outlining that combinatorial therapies, along with serial tissue sampling and studies guided by genetics and genomics, can advance on current treatment approaches and will inform newer strategies upon which we can move towards precision therapeutics in IBD.
Collapse
Affiliation(s)
- Shikha Nayar
- The Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, Hess CSM Building Room 8-201, New York, NY 10029, USA.
| | - Judy H Cho
- The Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, Hess CSM Building Room 8-201, New York, NY 10029, USA
| |
Collapse
|
11
|
Marafini I, Monteleone G. Precision Medicine in Inflammatory Bowel Diseases. Front Pharmacol 2021; 12:653924. [PMID: 33927628 PMCID: PMC8076955 DOI: 10.3389/fphar.2021.653924] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 03/10/2021] [Indexed: 12/19/2022] Open
Abstract
During the last decades, a better understanding of the mechanisms sustaining the pathogenic process in inflammatory bowel diseases (IBD) has contributed to expand the therapeutic armamentarium for patients with these disorders. Alongside with traditional therapies, monoclonal antibodies against tumor necrosis factor-α, the interleukin (IL)-12/IL-23 p40 subunit and the α4β7 integrin, and tofacitinib, a small molecule inhibiting intracellular pathways downstream to cytokine receptors, have entered into the clinic. However, these drugs are not effective in all patients and some responders can lose response over time. Such a therapeutic failure is, at least in part, dependent on the fact that, in IBD, the tissue damage is driven by simultaneous activation of multiple and distinct immune-inflammatory signals and the detrimental mucosal immune response changes over time even in the same patient. Therefore, personalized approaches aimed at identifying which patient should be treated with a specific drug at a precise time point are worth pursuing. A such approach has the advantage to improve efficacy of the drug and limit adverse reactions, thereby improving quality of the life of the patients and reducing costs. In this review, we summarize all the available evidence about the possible role of precision medicine in IBD.
Collapse
Affiliation(s)
- Irene Marafini
- Gastroenterology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Giovanni Monteleone
- Gastroenterology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| |
Collapse
|
12
|
A myeloid-stromal niche and gp130 rescue in NOD2-driven Crohn's disease. Nature 2021; 593:275-281. [PMID: 33789339 DOI: 10.1038/s41586-021-03484-5] [Citation(s) in RCA: 77] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 03/23/2021] [Indexed: 12/13/2022]
Abstract
Crohn's disease is a chronic inflammatory intestinal disease that is frequently accompanied by aberrant healing and stricturing complications. Crosstalk between activated myeloid and stromal cells is critical in the pathogenicity of Crohn's disease1,2, and increases in intravasating monocytes are correlated with a lack of response to anti-TNF treatment3. The risk alleles with the highest effect on Crohn's disease are loss-of-function mutations in NOD24,5, which increase the risk of stricturing6. However, the mechanisms that underlie pathogenicity driven by NOD2 mutations and the pathways that might rescue a lack of response to anti-TNF treatment remain largely uncharacterized. Here we use direct ex vivo analyses of patients who carry risk alleles of NOD2 to show that loss of NOD2 leads to dysregulated homeostasis of activated fibroblasts and macrophages. CD14+ peripheral blood mononuclear cells from carriers of NOD2 risk alleles produce cells that express high levels of collagen, and elevation of conserved signatures is observed in nod2-deficient zebrafish models of intestinal injury. The enrichment of STAT3 regulation and gp130 ligands in activated fibroblasts and macrophages suggested that gp130 blockade might rescue the activated program in NOD2-deficient cells. We show that post-treatment induction of the STAT3 pathway is correlated with a lack of response to anti-TNF treatment in patients, and demonstrate in vivo in zebrafish the amelioration of the activated myeloid-stromal niche using the specific gp130 inhibitor bazedoxifene. Our results provide insights into NOD2-driven fibrosis in Crohn's disease, and suggest that gp130 blockade may benefit some patients with Crohn's disease-potentially as a complement to anti-TNF therapy.
Collapse
|
13
|
Abstract
Patients with inflammatory bowel disease (IBD) show large variability in disease course, and also treatment response. The variability in treatment response has led to many initiatives in search of genetic markers to optimize treatment and avoid severe side effects. This has been very successful for thiopurines, one of the drugs used to induce and maintain remission in IBD. However, for the newer treatment options for IBD, like biologicals, the search for genetic predictors has not yielded any candidate biomarkers with clinical utility. In this review, a summary of recent advances in pharmacogenetics focusing on thiopurines and anti-TNF agents is given.
Collapse
Affiliation(s)
- Bianca Jc van den Bosch
- Deparment of Clinical Genetics, Maastricht University Medical Center, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Marieke Jh Coenen
- Department of Human Genetics, Radboud Institute for Health Sciences, Radboud University Medical Center, P.O. Box 9101, 6500HB, Nijmegen, The Netherlands
| |
Collapse
|
14
|
Mahajna H, Ben-Horin S. Novel bio-genetic predictors of response to biologic treatment in inflammatory bowel diseases. Curr Opin Pharmacol 2020; 55:132-140. [PMID: 33249396 DOI: 10.1016/j.coph.2020.10.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 09/29/2020] [Accepted: 10/11/2020] [Indexed: 02/07/2023]
Abstract
Despite the evolving therapeutic armamentarium, the treatment of IBD patients remains challenging and many patients fail to respond to biologic agents. With the limited yield of clinical factors to predict the outcome of biologic treatments, studies have focused on identifying genetic alterations and circulating or tissue biomarkers to identify patients who are likely to respond to therapy. In this review, we examine the current knowledge and status of genetic, expression biomarkers, and microbiome predictors. The search for genetic predictors has yielded many genetic loci variants, but few were reproducible. Expression studies of putative biomarkers show promising results, especially with TREM1, oncostatin M and TNF biomarkers, but confirmatory studies are warranted. Finally, the microbiome is emerging as an important player with specific taxa and functional pathways differentially abundant and enriched in responders versus non-responders to certain biologics. Integrating different factors into a robust predictive model, which is both reproducible, accurate and affordable, remains the main challenge before these individualized strategies can reach clinical use.
Collapse
Affiliation(s)
- Hussein Mahajna
- Gastroenterology Department, Sheba Medical Center, Affiliated to Tel-Aviv University, Tel-Aviv, Israel.
| | - Shomron Ben-Horin
- Gastroenterology Department, Sheba Medical Center, Affiliated to Tel-Aviv University, Tel-Aviv, Israel
| |
Collapse
|
15
|
Atreya R, Neurath MF, Siegmund B. Personalizing Treatment in IBD: Hype or Reality in 2020? Can We Predict Response to Anti-TNF? Front Med (Lausanne) 2020; 7:517. [PMID: 32984386 PMCID: PMC7492550 DOI: 10.3389/fmed.2020.00517] [Citation(s) in RCA: 87] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 07/27/2020] [Indexed: 12/12/2022] Open
Abstract
The advent of anti-TNF agents as the first approved targeted therapy in the treatment of inflammatory bowel disease (IBD) patients has made a major impact on our existing therapeutic algorithms. They have not only been approved for induction and maintenance treatment in IBD patients, but have also enabled us to define and achieve novel therapeutic outcomes, such as combination of clinical symptom control and endoscopic remission, as well as mucosal healing. Nevertheless, approximately one third of treated patients do not respond to initiated anti-TNF therapy and these treatments are associated with sometimes severe systemic side-effects. There is therefore the currently unmet clinical need do establish predictive markers of response to identify the subgroup of IBD patients, that have a heightened probability of response. There have so far been approaches from different fields of IBD research, to descry markers that would empower us to apply TNF-inhibitors in a more rational manner. These markers encompass findings from disease-related and clinical factors, pharmacokinetics, biochemical markers, blood and stool derived parameters, pharmacogenomics, microbial species, metabolic compounds, and mucosal factors. Furthermore, changes in the intestinal immune cell composition in response to therapeutic pressure of anti-TNF treatment have recently been implicated in the process of molecular resistance to these drugs. Insights into factors that determine resistance to anti-TNF therapy give reasonable hope, that a more targeted approach can then be utilized in these non-responders. Here, IL-23 could be identified as one of the key factors determining resistance to TNF-inhibitors. Growing insights into the molecular mechanism of action of TNF-inhibitors might also enable us to derive critical molecular markers that not only mediate the clinical effects of anti-TNF therapy, but which level of expression might also correlate with its therapeutic efficacy. In this narrative review, we present an overview of currently identified possible predictive markers for successful anti-TNF therapy and discuss identified molecular pathways that drive resistance to these substances. We will also point out the necessity and difficulty of developing and validating a diagnostic marker concerning clinically relevant outcome parameters, before they can finally enter daily clinical practice and enable a more personalized therapeutic approach.
Collapse
Affiliation(s)
- Raja Atreya
- Department of Medicine, Medical Clinic 1, University Hospital Erlangen, University of Erlangen-Nürnberg Erlangen, Erlangen, Germany.,Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany.,The Transregio 241 IBDome Consortium, Erlangen, Germany
| | - Markus F Neurath
- Department of Medicine, Medical Clinic 1, University Hospital Erlangen, University of Erlangen-Nürnberg Erlangen, Erlangen, Germany.,Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
| | - Britta Siegmund
- The Transregio 241 IBDome Consortium, Berlin, Germany.,Medizinische Klinik m. S. Gastroenterologie, Infektiologie und Rheumatologie, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany.,Berlin Institute of Health, Berlin, Germany
| |
Collapse
|
16
|
Gisbert JP, Chaparro M. Predictors of Primary Response to Biologic Treatment [Anti-TNF, Vedolizumab, and Ustekinumab] in Patients With Inflammatory Bowel Disease: From Basic Science to Clinical Practice. J Crohns Colitis 2020; 14:694-709. [PMID: 31777929 DOI: 10.1093/ecco-jcc/jjz195] [Citation(s) in RCA: 181] [Impact Index Per Article: 36.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND Inflammatory bowel diseases [IBD]-ulcerative colitis and Crohn's disease-are commonly treated with biologic drugs. However, only approximately two-thirds of patients have an initial response to these therapies. Personalised medicine has the potential to optimise efficacy, decrease the risk of adverse drug events, and reduce costs by establishing the most suitable therapy for a selected patient. AIM The present study reviews the potential predictors of short-term primary response to biologic treatment, including not only anti-tumour necrosis factor [TNF] agents [such as infliximab, adalimumab, certolizumab, and golimumab] but also vedolizumab and ustekinumab. METHODS We performed a systematic bibliographical search to identify studies investigating predictive factors of response to biologic therapy. RESULTS For anti-TNF agents, most of the evaluated factors have not demonstrated usefulness, and many others are still controversial. Thus, only a few factors may have a potential role in the prediction of the response, including disease behaviour/phenotype, disease severity, C-reactive protein, albumin, cytokine expression in serum, previous anti-TNF therapy, some proteomic markers, and some colorectal mucosa markers. For vedolizumab, the availability of useful predictive markers seems to be even lower, with only some factors showing a limited value, such as the expression of α4β7 integrin in blood, the faecal microbiota, some proteomic markers, and some colorectal mucosa markers. Finally, in the case of ustekinumab, no predictive factor has been reported yet to be helpful in clinical practice. CONCLUSION In summary, currently no single marker fulfils all criteria for being an appropriate prognostic indicator of response to any biologic treatment in IBD.
Collapse
Affiliation(s)
- Javier P Gisbert
- Gastroenterology Unit, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa [IIS-IP], Universidad Autónoma de Madrid, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas [CIBEREHD], Madrid, Spain
| | - María Chaparro
- Gastroenterology Unit, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa [IIS-IP], Universidad Autónoma de Madrid, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas [CIBEREHD], Madrid, Spain
| |
Collapse
|
17
|
Digby-Bell JL, Atreya R, Monteleone G, Powell N. Interrogating host immunity to predict treatment response in inflammatory bowel disease. Nat Rev Gastroenterol Hepatol 2020; 17:9-20. [PMID: 31767987 DOI: 10.1038/s41575-019-0228-5] [Citation(s) in RCA: 81] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/14/2019] [Indexed: 02/07/2023]
Abstract
IBD treatment is undergoing a transformation with an expanding repertoire of drugs targeting different aspects of the immune response. Three novel classes of drugs have emerged in the past decade that target leukocyte trafficking to the gut (vedolizumab), neutralize key cytokines with antibodies (ustekinumab) and inhibit cytokine signalling pathways (tofacitinib). In advanced development are other drugs for IBD, including therapies targeting other cytokines such as IL-23 and IL-6. However, all agents tested so far are hampered by primary and secondary loss of response, so it is desirable to develop personalized strategies to identify which patients should be treated with which drugs. Stratification of patients with IBD by clinical parameters alone lacks sensitivity, and alternative modalities are now needed to deliver precision medicine in IBD. High-resolution profiling of immune response networks in individual patients is a promising approach and different technical platforms, including in vivo real-time molecular endoscopy, tissue transcriptomics and germline genetics, are promising tools to help predict responses to specific therapies. However, important challenges remain regarding the clinical utility of these technologies, including their scalability and accessibility. This Review focuses on unravelling some of the complexity of mucosal immune responses in IBD pathogenesis and how current and emerging analytical platforms might be harnessed to effectively stratify and individualise IBD therapy.
Collapse
Affiliation(s)
| | - Raja Atreya
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | | | - Nick Powell
- School of Immunology and Microbial Sciences, King's College London, London, UK. .,Department of Medicine, Imperial College London, London, UK.
| |
Collapse
|
18
|
Verstockt S, Verstockt B, Vermeire S. Oncostatin M as a new diagnostic, prognostic and therapeutic target in inflammatory bowel disease (IBD). Expert Opin Ther Targets 2019; 23:943-954. [PMID: 31587593 DOI: 10.1080/14728222.2019.1677608] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Introduction: Given the high rate of primary and acquired resistance to current inflammatory bowel disease (IBD) treatments, novel drug targets and biomarkers that aid in therapeutic prediction are eagerly awaited. Furthermore, postponing treatment initiation because of a diagnostic delay profoundly affects patient well-being and overall disease evolution. Among the emerging targets and biomarkers, oncostatin M (OSM) has gained much interest in the past few years.Areas covered: A literature search to June 2019 was performed to identify the most relevant reports on Oncostatin M. The authors summarize the biology of OSM, its role in health and disease, its potential as a diagnostic, prognostic and therapeutic biomarker in the field of IBD and how it might be a drug target of the future.Expert opinion: OSM has diagnostic, prognostic and therapeutic capabilities. High mucosal OSM predicts primary non-response to anti-TNF antibodies. However, one could question whether a single cytokine can capture the complexity and heterogeneity of IBD. Neutralizing OSM in patients with elevated mucosal OSM appears to be attractive and should be considered as a valid option for the first biomarker-stratified, proof-of-concept trial that studies a novel therapeutic compound in IBD.
Collapse
Affiliation(s)
- Sare Verstockt
- KU Leuven Department of Human Genetics, Laboratory for Complex Genetics, Leuven, Belgium.,KU Leuven Department of Chronic Diseases, Metabolism and Ageing, Translational Research Center for Gastrointestinal Disorders (TARGID), Leuven, Belgium
| | - Bram Verstockt
- KU Leuven Department of Chronic Diseases, Metabolism and Ageing, Translational Research Center for Gastrointestinal Disorders (TARGID), Leuven, Belgium.,Department of Gastroenterology and Hepatology, University Hospitals Leuven, KU Leuven, Leuven, Belgium
| | - Séverine Vermeire
- KU Leuven Department of Chronic Diseases, Metabolism and Ageing, Translational Research Center for Gastrointestinal Disorders (TARGID), Leuven, Belgium.,Department of Gastroenterology and Hepatology, University Hospitals Leuven, KU Leuven, Leuven, Belgium
| |
Collapse
|
19
|
Wang MH, Friton JJ, Raffals LE, Leighton JA, Pasha SF, Picco MF, Cushing KC, Monroe K, Nix BD, Newberry RD, Faubion WA. Novel Genetic Risk Variants Can Predict Anti-TNF Agent Response in Patients With Inflammatory Bowel Disease. J Crohns Colitis 2019; 13:1036-1043. [PMID: 30689765 PMCID: PMC7185197 DOI: 10.1093/ecco-jcc/jjz017] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Revised: 12/16/2018] [Accepted: 01/20/2019] [Indexed: 02/08/2023]
Abstract
BACKGROUND It is important to identify patients with inflammatory bowel disease [IBD] refractory to anti-tumour necrosis factor [TNF] therapy, to avoid potential adverse effects and to adopt different treatment strategies. We aimed to identify and validate clinical and genetic factors to predict anti-TNF response in patients with IBD. MATERIALS AND METHODS Mayo Clinic and Washington University IBD genetic association study cohorts were used as discovery and replicate datasets, respectively. Clinical factors included sex, age at diagnosis, disease duration and phenotype, disease location, bowel resection, tobacco use, family history of IBD, extraintestinal manifestations, and response to anti-TNF therapy. RESULTS Of 474 patients with IBD treated with anti-TNF therapy, 41 [8.7%] were refractory to therapy and 433 [91.3%] had response. Multivariate analysis showed history of immunomodulator use (odds ratio 10.2, p = 8.73E-4) and bowel resection (odds ratio 3.24, p = 4.38E-4) were associated with refractory response to anti-TNF agents. Among genetic loci, two [rs116724455 in TNFSF4/18, rs2228416 in PLIN2] were successfully replicated and another four [rs762787, rs9572250, rs144256942, rs523781] with suggestive evidence were found. An exploratory risk model predictability [area under the curve] increased from 0.72 [clinical predictors] to 0.89 after adding genetic predictors. Through identified clinical and genetic predictors, we constructed a preliminary anti-TNF refractory score to differentiate anti-TNF non-responders (mean [standard deviation] score, 5.49 [0.99]) from responders (2.65 [0.39]; p = 4.33E-23). CONCLUSIONS Novel and validated genetic loci, including variants in TNFSF, were found associated with anti-TNF response in patients with IBD. Future validation of the exploratory risk model in a large prospective cohort is warranted.
Collapse
Affiliation(s)
- Ming-Hsi Wang
- Division of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, FL, USA,Corresponding author: Ming-Hsi Wang, MD, PhD, Division of Gastroenterology and Hepatology, Mayo Clinic, 4500 San Pablo Rd, Jacksonville, FL 32224, USA. Tel.: 904-953-6970; fax: 904-953-6225;
| | - Jessica J Friton
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Laura E Raffals
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Jonathan A Leighton
- Division of Gastroenterology and Hepatology, Mayo Clinic, Scottsdale, AZ, USA
| | - Shabana F Pasha
- Division of Gastroenterology and Hepatology, Mayo Clinic, Scottsdale, AZ, USA
| | - Michael F Picco
- Division of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, FL, USA
| | - Kelly C Cushing
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA,Division of Gastroenterology, Washington University School of Medicine, St. Louis, MI, USA
| | - Kelly Monroe
- Division of Gastroenterology, Washington University School of Medicine, St. Louis, MI, USA
| | - Billy D Nix
- Division of Gastroenterology, Washington University School of Medicine, St. Louis, MI, USA
| | - Rodney D Newberry
- Division of Gastroenterology, Washington University School of Medicine, St. Louis, MI, USA
| | - William A Faubion
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| |
Collapse
|
20
|
Zhao M, Burisch J. Impact of Genes and the Environment on the Pathogenesis and Disease Course of Inflammatory Bowel Disease. Dig Dis Sci 2019; 64:1759-1769. [PMID: 31073736 DOI: 10.1007/s10620-019-05648-w] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Crohn's disease and ulcerative colitis constitute two major subgroups of inflammatory bowel diseases (IBD), a group of complex polygenic diseases characterized by chronic and progressive inflammation in the gastrointestinal tract. In recent years, methodological advances in genetic analysis have greatly expanded our understanding of the genetic background of IBD. So far, more than 240 genetic risk loci have been identified for IBD. However, these risk alleles explain less than 30% of the susceptibility to disease development, suggesting that environmental factors contribute considerably. The increasing occurrence of IBD in Eastern countries following their 'westernization', as well as the increased risk of disease among those who migrate to high-incidence regions, also suggest that the environment is key in the pathogenesis of IBD. In this review, we summarize the current evidence on the role of genetic and environmental factors in the susceptibility to, and disease course of, IBD, and we suggest how these findings might be applied to clinical practice.
Collapse
Affiliation(s)
- Mirabella Zhao
- Gastro Unit, Hvidovre University Hospital, Kettegaard Alle 30, 2650, Hvidovre, Denmark
| | - Johan Burisch
- Gastro Unit, Hvidovre University Hospital, Kettegaard Alle 30, 2650, Hvidovre, Denmark.
| |
Collapse
|
21
|
Lee HS, Cleynen I. Molecular Profiling of Inflammatory Bowel Disease: Is It Ready for Use in Clinical Decision-Making? Cells 2019; 8:E535. [PMID: 31167397 PMCID: PMC6627070 DOI: 10.3390/cells8060535] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 05/29/2019] [Accepted: 05/30/2019] [Indexed: 12/12/2022] Open
Abstract
Inflammatory bowel disease (IBD) is a heterogeneous disorder in terms of age at onset, clinical phenotypes, severity, disease course, and response to therapy. This underlines the need for predictive and precision medicine that can optimize diagnosis and disease management, provide more cost-effective strategies, and minimize the risk of adverse events. Ideally, we can leverage molecular profiling to predict the risk to develop IBD and disease progression. Despite substantial successes of genome-wide association studies in the identification of genetic variants affecting IBD susceptibility, molecular profiling of disease onset and progression as well as of treatment responses has lagged behind. Still, thanks to technological advances and good study designs, predicting phenotypes using genomics and transcriptomics in IBD has been rapidly evolving. In this review, we summarize the current status of prediction of disease risk, clinical course, and response to therapy based on clinical case presentations. We also discuss the potential and limitations of the currently used approaches.
Collapse
Affiliation(s)
- Ho-Su Lee
- Laboratory of Complex Genetics, Department of Human Genetics, KU Leuven, Herestraat 49 - box 610, 3000 Leuven, Belgium.
- Department of Biochemistry and Molecular Biology, University of Ulsan College of Medicine, Seoul 05505, Korea.
| | - Isabelle Cleynen
- Laboratory of Complex Genetics, Department of Human Genetics, KU Leuven, Herestraat 49 - box 610, 3000 Leuven, Belgium.
| |
Collapse
|
22
|
Gole B, Potočnik U. Pre-Treatment Biomarkers of Anti-Tumour Necrosis Factor Therapy Response in Crohn's Disease-A Systematic Review and Gene Ontology Analysis. Cells 2019; 8:cells8060515. [PMID: 31141991 PMCID: PMC6628089 DOI: 10.3390/cells8060515] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 05/24/2019] [Accepted: 05/25/2019] [Indexed: 12/15/2022] Open
Abstract
The most prominent treatment for the serious cases of Crohn’s disease (CD) are biological tumour necrosis factor (TNF) inhibitors. Unfortunately, therapy nonresponse is still a serious issue in ~1/3 of CD patients. Accurate prediction of responsiveness prior to therapy start would therefore be of great value. Clinical predictors have, however, proved insufficient. Here, we integrate genomic and expression data on potential pre-treatment biomarkers of anti-TNF nonresponse. We show that there is almost no overlap between genomic (annotated with tissue-specific expression quantitative trait loci data) and transcription (RNA and protein data) biomarkers. Furthermore, using interaction networks we demonstrate there is little direct interaction between the proposed biomarkers, though a majority do have common interactors connecting them into networks. Our gene ontology analysis shows that these networks have roles in apoptotic signalling, response to oxidative stress and inflammation pathways. We conclude that a more systematic approach with genome-wide search of genomic and expression biomarkers in the same patients is needed in future studies.
Collapse
Affiliation(s)
- Boris Gole
- Centre for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Taborska ulica 8, SI-2000 Maribor, Slovenia.
| | - Uroš Potočnik
- Centre for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Taborska ulica 8, SI-2000 Maribor, Slovenia.
- Laboratory for Biochemistry, Molecular biology and Genomics, Faculty of Chemistry and Chemical Engineering, University of Maribor, Smetanova ulica 17, SI-2000 Maribor, Slovenia.
| |
Collapse
|
23
|
Genetic Studies of Inflammatory Bowel Disease-Focusing on Asian Patients. Cells 2019; 8:cells8050404. [PMID: 31052430 PMCID: PMC6563043 DOI: 10.3390/cells8050404] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Revised: 04/19/2019] [Accepted: 04/26/2019] [Indexed: 12/25/2022] Open
Abstract
The pathogenesis of inflammatory bowel disease (IBD) is not well-understood; however, increased and persistent intestinal inflammation, due to inappropriate immune responses that are caused by interactions between genetic factors, gut microbiota, and environmental factors, are thought to lead to IBD. Various studies have identified more than 240 genetic variants related to IBD. These genetic variants are involved in innate and adaptive immunity, autophagy, defective bacterial handing, interleukin-23 and 10 signaling, and so on. According to several epidemiological and clinical studies, the phenotypes and clinical course of IBD differ between Asians and Europeans. Although the risk loci for IBD typically overlap between Asians and Westerners, genetic heterogeneity has been detected in many loci/genes, such as NOD2/CARD15, TNFSF15 and human leukocyte antigen, contributing to the risk of IBD. Thus, although common pathways exist between Westerners and Asians in the development of IBD, their significance may differ for individual pathways. Although genetic studies are not universally applicable in the clinical field, they may be useful for diagnosing and categorizing IBD, predicting therapeutic responses and toxicity to drugs, and assessing prognosis by risk modeling, thereby enabling precision medicine for individual patients.
Collapse
|
24
|
Stevens TW, Matheeuwsen M, Lönnkvist MH, Parker CE, Wildenberg ME, Gecse KB, D'Haens GR. Systematic review: predictive biomarkers of therapeutic response in inflammatory bowel disease-personalised medicine in its infancy. Aliment Pharmacol Ther 2018; 48:1213-1231. [PMID: 30378142 DOI: 10.1111/apt.15033] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 07/19/2018] [Accepted: 09/29/2018] [Indexed: 12/17/2022]
Abstract
BACKGROUND Inflammatory bowel disease (IBD) is characterised by substantial heterogeneity in treatment response. With an expanding number of therapeutic agents, identifying optimal treatment at the patient level remains a major challenge. AIM To systematically review the available literature on predictive biomarkers of therapeutic response in IBD. METHODS An electronic literature search was performed on 30 January 2018 using MEDLINE, EMBASE and the Cochrane Library. Retrospective, prospective, uncontrolled and controlled studies reporting on biomarkers predicting therapeutic response in paediatric and adult IBD populations were eligible for inclusion. The methodological quality of the included studies was assessed using the QUIPS tool. Due to anticipated heterogeneity and limited data, a qualitative, rather than quantitative, assessment was planned. RESULTS Of the 10 638 citations identified, 92 articles met the inclusion criteria. Several potential DNA, mRNA and protein markers were evaluated as predictive biomarkers. Most studies focused on predicting response to anti-TNF agents. Substantial between-study heterogeneity was identified with respect to both the biomarkers studied and the definition of response. None of the included studies received a low risk of bias rating for all six domains. Currently, none of the biomarkers is sufficiently predictive for clinical use. CONCLUSIONS The search for predictive biomarkers is still in its infancy and current evidence is limited. Future research efforts should take into account the high patient heterogeneity within prospective trials with objective response assessment. Predictive models will most likely comprise a combination of several molecular markers from integrated omics-levels and clinical characteristics.
Collapse
Affiliation(s)
- Toer W Stevens
- Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Mijntje Matheeuwsen
- Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Maria H Lönnkvist
- Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | | | - Manon E Wildenberg
- Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.,Tytgat Institute for Liver and Intestinal Research, Amsterdam UMC, Amsterdam, The Netherlands
| | - Krisztina B Gecse
- Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Geert R D'Haens
- Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| |
Collapse
|
25
|
Schäffler H, Geiss D, Gittel N, Rohde S, Huth A, Glass Ä, Brandhorst G, Jaster R, Lamprecht G. Mutations in the NOD2 gene are associated with a specific phenotype and lower anti-tumor necrosis factor trough levels in Crohn's disease. J Dig Dis 2018; 19:678-684. [PMID: 30284387 DOI: 10.1111/1751-2980.12677] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Revised: 09/04/2018] [Accepted: 09/30/2018] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Nucleotide-binding oligomerization domain-containing protein 2 (NOD2) gene mutations are known to be an important risk factor in the pathogenesis of Crohn's disease (CD). Specific disease phenotypes are associated with the presence of NOD2 gene mutation. One treatment option is to use an anti-tumor necrosis factor (TNF)-α agent. Therapeutic drug monitoring (TDM) is usually performed in cases of a loss of response. Our aim was to explore whether NOD2 gene mutations have an effect on the disease phenotype, vitamin D levels, and on TDM in CD patients. METHODS This was a retrospective genotype-phenotype association study on NOD2 gene mutations in 161 patients with CD. RESULTS Altogether 55 (34.2%) patients carried at least one mutant allele of NOD2. NOD2 gene mutations were associated with ileocecal disease, ileocecal resection, stricturing and perianal disease, and patients with NOD2 gene mutation had significantly less frequent colonic disease and received an ostomy less frequently. TDM in patients with NOD2 gene mutation showed more frequent anti-TNF trough levels in the subtherapeutic range and lower anti-TNF trough levels than in NOD2 wild-type (WT) patients. CONCLUSIONS CD patients with NOD2 gene mutation have a specific clinical phenotype and they may require higher doses of anti-TNF agents to achieve sufficient anti-TNF trough levels. They may therefore benefit from a proactive TDM than a reactive approach. This could be another step in the direction of personalized medicine.
Collapse
Affiliation(s)
- Holger Schäffler
- Department of Medicine II, Division of Gastroenterology, Rostock University Medical Center, Rostock, Germany
| | - David Geiss
- Department of Medicine II, Division of Gastroenterology, Rostock University Medical Center, Rostock, Germany
| | - Nicole Gittel
- Department of Medicine II, Division of Gastroenterology, Rostock University Medical Center, Rostock, Germany
| | - Sarah Rohde
- Department of Medicine II, Division of Gastroenterology, Rostock University Medical Center, Rostock, Germany
| | - Astrid Huth
- Department of Medicine II, Division of Gastroenterology, Rostock University Medical Center, Rostock, Germany
| | - Änne Glass
- Institute for Biostatistics and Informatics in Medicine and Ageing Research, Rostock University Medical Center, Rostock, Germany
| | - Gunnar Brandhorst
- Institute for Clinical Chemistry, UMG-Laboratories, University Medical Center Göttingen, Göttingen, Germany
| | - Robert Jaster
- Department of Medicine II, Division of Gastroenterology, Rostock University Medical Center, Rostock, Germany
| | - Georg Lamprecht
- Department of Medicine II, Division of Gastroenterology, Rostock University Medical Center, Rostock, Germany
| |
Collapse
|
26
|
Zhang H, Zeng Z, Mukherjee A, Shen B. Molecular diagnosis and classification of inflammatory bowel disease. Expert Rev Mol Diagn 2018; 18:867-886. [PMID: 30152711 DOI: 10.1080/14737159.2018.1516549] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Traditional diagnosis and classification of inflammatory bowel diseases (IBDs) have been based on clinical evaluation, laboratory testing, endoscopy, imaging, and histological examinations. With the advancement of medical technology, an increasing number of molecular surrogates are playing a key role in diagnosis, differential diagnosis, assessment of disease activity, prediction of clinical course, and therapeutic response of IBD. Areas covered: The authors review roles of both existing and emerging surrogates including genetic, serological, histologic, and fecal markers in diagnosis and classification of IBD. Comparisons in advantages and disadvantages of different markers have also been discussed. In addition, this review underscores controversial and unclear aspects which need further study. Expert commentary: IBD is characteristic of chronicity, relapse-remission and destructiveness. It is of great importance for clinicians to make an accurate diagnosis and classification. Current and new molecular markers perform well with acceptable sensitivity and specificity. The use of molecular markers in clinical practice needs to be further explored and then generalized. More work is warranted to identify novel useful markers and elucidate how to apply them together with current markers in clinical settings.
Collapse
Affiliation(s)
- Hu Zhang
- a Center for Inflammatory Bowel Disease & Department of Gastroenterology , West China Hospital, Sichuan University , Chengdu , China
| | - Zhen Zeng
- a Center for Inflammatory Bowel Disease & Department of Gastroenterology , West China Hospital, Sichuan University , Chengdu , China
| | - Arjudeb Mukherjee
- b West China School of Medicine , Sichuan University , Chengdu , China
| | - Bo Shen
- c Center for Inflammatory Bowel Disease, Digestive Disease and Surgery Institute, The Cleveland Clinic Foundation , Cleveland , Ohio , USA
| |
Collapse
|
27
|
Naviglio S, Giuffrida P, Stocco G, Lenti MV, Ventura A, Corazza GR, Di Sabatino A. How to predict response to anti-tumour necrosis factor agents in inflammatory bowel disease. Expert Rev Gastroenterol Hepatol 2018; 12:797-810. [PMID: 29957083 DOI: 10.1080/17474124.2018.1494573] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Anti-tumor necrosis factor (TNF) agents have changed the therapeutic approach to inflammatory bowel disease (IBD). However, a considerable proportion of patients either do not primarily respond or lose response to treatment. Despite the long-standing experience in the use of these drugs, still there is the need of identifying the possible predictors of efficacy. Areas covered: We critically review the current knowledge on predictors of response to anti-TNF therapy - both those available in clinical practice and those still under investigation. Multiple factors are involved in treatment success, including disease phenotype and severity, adherence to medications, and pharmacogenomic, pharmacokinetic, and immunologic factors. Literature search was conducted in PubMed using keywords 'inflammatory bowel disease,' 'Crohn's disease,' and 'ulcerative colitis,' matched with 'antitumor necrosis factor,' 'biologic therapy,' 'clinical response,' 'predictors,' and 'efficacy,' Relevant articles were selected for review. Expert commentary: While the role of several factors in clinical practice is clearly established, other investigational markers have been proposed, mostly in small studies, yet for many of them little external validation exists. Therapeutic drug monitoring is emerging as a pivotal strategy to guide decisions in clinical practice. In the near future, novel markers could improve our ability to direct treatment and personalize therapy.
Collapse
Affiliation(s)
- Samuele Naviglio
- a Institute for Maternal and Child Health IRCCS Burlo Garofolo , Trieste , Italy
- b Department of Medicine, Surgery, and Health Sciences , University of Trieste , Trieste , Italy
| | - Paolo Giuffrida
- c First Department of Internal Medicine, San Matteo Hospital Foundation , University of Pavia , Pavia , Italy
| | - Gabriele Stocco
- d Department of Life Science , University of Trieste , Trieste , Italy
| | - Marco Vincenzo Lenti
- c First Department of Internal Medicine, San Matteo Hospital Foundation , University of Pavia , Pavia , Italy
| | - Alessandro Ventura
- a Institute for Maternal and Child Health IRCCS Burlo Garofolo , Trieste , Italy
- b Department of Medicine, Surgery, and Health Sciences , University of Trieste , Trieste , Italy
| | - Gino Roberto Corazza
- c First Department of Internal Medicine, San Matteo Hospital Foundation , University of Pavia , Pavia , Italy
| | - Antonio Di Sabatino
- c First Department of Internal Medicine, San Matteo Hospital Foundation , University of Pavia , Pavia , Italy
| |
Collapse
|
28
|
Lopetuso LR, Gerardi V, Papa V, Scaldaferri F, Rapaccini GL, Gasbarrini A, Papa A. Can We Predict the Efficacy of Anti-TNF-α Agents? Int J Mol Sci 2017; 18:ijms18091973. [PMID: 28906475 PMCID: PMC5618622 DOI: 10.3390/ijms18091973] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Revised: 09/05/2017] [Accepted: 09/11/2017] [Indexed: 12/21/2022] Open
Abstract
The use of biologic agents, particularly anti-tumor necrosis factor (TNF)-α, has revolutionized the treatment of inflammatory bowel diseases (IBD), modifying their natural history. Several data on the efficacy of these agents in inducing and maintaining clinical remission have been accumulated over the past two decades: their use avoid the need for steroids therapy, promote mucosal healing, reduce hospitalizations and surgeries and therefore dramatically improve the quality of life of IBD patients. However, primary non-response to these agents or loss of response over time mainly due to immunogenicity or treatment-related side-effects are a frequent concern in IBD patients. Thus, the identification of predicting factors of efficacy is crucial to allow clinicians to efficiently use these therapies, avoiding them when they are ineffective and eventually shifting towards alternative biological therapies with the end goal of optimizing the cost-effectiveness ratio. In this review, we aim to identify the predictive factors of short- and long-term benefits of anti-TNF-α therapy in IBD patients. In particular, multiple patient-, disease- and treatment-related factors have been evaluated.
Collapse
Affiliation(s)
- Loris Riccardo Lopetuso
- Internal Medicine and Gastroenterology Department, Fondazione Policlinico Gemelli, Catholic University of Rome, 00168 Rome, Italy; (L.R.L.); (V.G.); (F.S.); (G.L.R.); (A.G.)
| | - Viviana Gerardi
- Internal Medicine and Gastroenterology Department, Fondazione Policlinico Gemelli, Catholic University of Rome, 00168 Rome, Italy; (L.R.L.); (V.G.); (F.S.); (G.L.R.); (A.G.)
| | - Valerio Papa
- Digestive Surgery Department, Fondazione Policlinico Gemelli, Catholic University of Rome, 00168 Rome, Italy;
| | - Franco Scaldaferri
- Internal Medicine and Gastroenterology Department, Fondazione Policlinico Gemelli, Catholic University of Rome, 00168 Rome, Italy; (L.R.L.); (V.G.); (F.S.); (G.L.R.); (A.G.)
| | - Gian Lodovico Rapaccini
- Internal Medicine and Gastroenterology Department, Fondazione Policlinico Gemelli, Catholic University of Rome, 00168 Rome, Italy; (L.R.L.); (V.G.); (F.S.); (G.L.R.); (A.G.)
| | - Antonio Gasbarrini
- Internal Medicine and Gastroenterology Department, Fondazione Policlinico Gemelli, Catholic University of Rome, 00168 Rome, Italy; (L.R.L.); (V.G.); (F.S.); (G.L.R.); (A.G.)
| | - Alfredo Papa
- Internal Medicine and Gastroenterology Department, Fondazione Policlinico Gemelli, Catholic University of Rome, 00168 Rome, Italy; (L.R.L.); (V.G.); (F.S.); (G.L.R.); (A.G.)
- Correspondence: ; Tel.: +39-06-3503310
| |
Collapse
|
29
|
Barber GE, Yajnik V, Khalili H, Giallourakis C, Garber J, Xavier R, Ananthakrishnan AN. Genetic Markers Predict Primary Non-Response and Durable Response To Anti-TNF Biologic Therapies in Crohn's Disease. Am J Gastroenterol 2016; 111:1816-1822. [PMID: 27596696 PMCID: PMC5143156 DOI: 10.1038/ajg.2016.408] [Citation(s) in RCA: 81] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 08/03/2016] [Indexed: 12/11/2022]
Abstract
OBJECTIVES One-fifth of patients with Crohn's disease (CD) are primary non-responders to anti-tumor necrosis factor (anti-TNF) therapy, and an estimated 10-15% will fail therapy annually. Little is known about the genetics of response to anti-TNF therapy. The aim of our study was to identify genetic factors associated with primary non-response (PNR) and loss of response to anti-TNFs in CD. METHODS From a prospective registry, we characterized the response of 427 CD patients to their first anti-TNF therapy. Patients were designated as achieving primary response, durable response, and non-durable response based on clinical, endoscopic, and radiologic criteria. Genotyping was performed on the Illumina Immunochip. Separate genetic scores based on presence of predictive genetic alleles were calculated for PNR and durable response and performance of clinical and genetics models were compared. RESULTS From 359 patients, 36 were adjudged to have PNR (10%), 200 had durable response, and 74 had non-durable response. PNRs had longer disease duration and were more likely to be smokers. Fifteen risk alleles were associated with PNR. Patients with PNR had a significantly higher genetic risk score (GRS) (P =8 × 10-12). A combined clinical-genetic model more accurately predicted PNR when compared with a clinical only model (0.93 vs. 0.70, P <0.001). Sixteen distinct single nucleotide polymorphisms predicted durable response with a higher GRS (P =7 × 10-13). The GRSs for PNR and durable response were not mutually correlated, suggesting distinct mechanisms. CONCLUSIONS Genetic risk alleles can predict primary non-response and durable response to anti-TNF therapy in CD.
Collapse
Affiliation(s)
- Grant E Barber
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School
| | - Vijay Yajnik
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School
| | - Hamed Khalili
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School
| | - Cosmas Giallourakis
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School
| | - John Garber
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School
| | - Ramnik Xavier
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School
| | | |
Collapse
|
30
|
Wang X, Qin L, Cao J, Zhao J. Impact of NOD2/CARD15 polymorphisms on response to monoclonal antibody therapy in Crohn's disease: a systematic review and meta-analysis. Curr Med Res Opin 2016; 32:2007-2012. [PMID: 27533749 DOI: 10.1080/03007995.2016.1226168] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Revised: 08/09/2016] [Accepted: 08/11/2016] [Indexed: 01/15/2023]
Abstract
OBJECTIVE Crohn's disease (CD) is frequently treated with anti-tumor necrosis factor (TNF)α monoclonal antibodies, and NOD2/CARD15 polymorphisms have been reported to predict treatment response. The purpose of this study was to perform a meta-analysis to determine the effect of NOD2/CARD15 polymorphisms on treatment response in patients with CD. METHODS Medline, Cochrane, EMBASE, and Google Scholar databases were searched until 19 December 2015 using the keywords: NOD2, CARD15, polymorphism, Crohn's disease. Randomized controlled trials, prospective, retrospective, and cohort studies of patients with CD who received NOD2/CARD15 genetic analysis and were treated with monoclonal antibodies were included. The primary outcome was treatment response. RESULTS Of 104 records identified, only four studies were relevant and included in the analysis. The four studies included 355 patients with CD, patient age ranged from 35 to 41 years, and the proportion of males ranged from 33% to 38%; however, only two studies reported age and sex data. Patients were treated with adalimumab and/or infliximab. Analysis revealed that NOD2/CARD15 mutations were not significantly associated with response to adalimumab or infliximab treatment (pooled odds ratio [OR] = 1.35, 95% confidence interval [CI]: 0.78 to 2.32, p = .278). CONCLUSIONS NOD2/CARD15 polymorphisms do not predict response to adalimumab and infliximab in patients with CD. However, the number of included studies was small and treatment protocols varied. Further studies are necessary to determine the role of NOD2/CARD15 polymorphisms in patients with CD.
Collapse
Affiliation(s)
- Xiaolei Wang
- a Shanghai Tenth People's Hospital, Tongji University , Shanghai , China
| | - Li Qin
- b Tongji University School of Medicine , Shanghai , China
| | - Jingli Cao
- b Tongji University School of Medicine , Shanghai , China
| | - Jing Zhao
- b Tongji University School of Medicine , Shanghai , China
| |
Collapse
|
31
|
Bek S, Nielsen JV, Bojesen AB, Franke A, Bank S, Vogel U, Andersen V. Systematic review: genetic biomarkers associated with anti-TNF treatment response in inflammatory bowel diseases. Aliment Pharmacol Ther 2016; 44:554-67. [PMID: 27417569 PMCID: PMC5113857 DOI: 10.1111/apt.13736] [Citation(s) in RCA: 79] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 03/20/2016] [Accepted: 06/29/2016] [Indexed: 02/06/2023]
Abstract
BACKGROUND Personalised medicine, including biomarkers for treatment selection, may provide new algorithms for more effective treatment of patients. Genetic variation may impact drug response and genetic markers could help selecting the best treatment strategy for the individual patient. AIM To identify polymorphisms and candidate genes from the literature that are associated with anti-tumour necrosis factor (TNF) treatment response in patients with inflammatory bowel diseases (IBD), Crohn's disease (CD) and ulcerative colitis. METHODS We performed a PubMed literature search and retrieved studies reporting original data on association between polymorphisms and anti-TNF treatment response and conducted a meta-analysis. RESULTS A functional polymorphism in FCGR3A was significantly associated with anti-TNF treatment response among CD patients using biological response criterion (decrease in C-reactive protein, levels). Meta-analyses showed that polymorphisms in TLR2 (rs3804099, OR (95% CI) = 2.17 (1.35-3.47)], rs11938228 [OR = 0.64 (0.43-0.96)], TLR4 (rs5030728) [OR = 3.18 (1.63-6.21)], TLR9 (rs352139) [OR = 0.43 (0.21-0.88)], TNFRSF1A (rs4149570) [OR = 2.06 (1.02-4.17)], IFNG (rs2430561) [OR = 1.66 (1.05-2.63)], IL6 (rs10499563) [OR = 1.65 (1.04-2.63)] and IL1B (rs4848306) [OR = 1.88 (1.05-3.35)] were significantly associated with response among IBD patients using clinical response criteria. A positive predictive value of 0.96 was achieved by combining five genetic markers in an explorative analysis. CONCLUSIONS There are no genetic markers currently available which are adequately predictive of anti-TNF response for use in the clinic. Genetic markers bear the advantage that they do not change over time. Therefore, hypothesis-free approaches, testing a large number of polymorphisms in large, well-characterised cohorts, are required in order to identify genetic profiles with larger effect sizes, which could be employed as biomarkers for treatment selection in clinical settings.
Collapse
Affiliation(s)
- S. Bek
- Molecular and Diagnostic Research UnitHospital of Southern JutlandAabenraaDenmark
| | - J. V. Nielsen
- Molecular and Diagnostic Research UnitHospital of Southern JutlandAabenraaDenmark
| | - A. B. Bojesen
- Research Unit for E‐mental HealthMental Health Services in the Region of Southern OdenseOdenseDenmark
| | - A. Franke
- Institute of Clinical Molecular BiologyChristian‐Albrechts‐University of KielKielGermany
| | - S. Bank
- Molecular and Diagnostic Research UnitHospital of Southern JutlandAabenraaDenmark
| | - U. Vogel
- National Research Centre for the Working EnvironmentCopenhagenDenmark
| | - V. Andersen
- Molecular and Diagnostic Research UnitHospital of Southern JutlandAabenraaDenmark
- Institute of Molecular MedicineUniversity of Southern DenmarkOdenseDenmark
- Institute of Regional Health ResearchUniversity of Southern DenmarkOdenseDenmark
- OPENUniversity of Southern DenmarkOdenseDenmark
| |
Collapse
|
32
|
Kopylov U, Seidman E. Predicting durable response or resistance to antitumor necrosis factor therapy in inflammatory bowel disease. Therap Adv Gastroenterol 2016; 9:513-26. [PMID: 27366220 PMCID: PMC4913332 DOI: 10.1177/1756283x16638833] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Monoclonal antibodies to tumor necrosis factor (TNF) have become a mainstay of the therapeutic armamentarium in inflammatory bowel disease (IBD) over the last 15 years. Although highly effective, primary and secondary nonresponse are common and associated with poor clinical outcomes and significant costs. Multiple clinical, genetic and immunopharmacological factors may impact the response to anti-TNFs. Early stratification of IBD patients by the expected risk of therapeutic failure during the induction and maintenance phases of treatment may allow for treatment optimization and potentially optimal short- and long-term outcomes. The aim of this review is to summarize the current data concerning the potential predictors of therapeutic success and failure of anti-TNFs in IBD.
Collapse
Affiliation(s)
- Uri Kopylov
- Division of Gastroenterology, Sheba Medical Center, Tel Hashomer and Sackler Faculty of Medicine, Tel Aviv, Israel
| | - Ernest Seidman
- Professor of Medicine and Pediatrics McGill University, Director, IBD Center of Excellence at McGill, Bruce Kaufman Endowed Chair in IBD at McGill, Canada Research Chair in Immune Mediated Gastrointestinal Disorders, Digestive Lab Research Institute of the McGill University Health Centre, 1650 Cedar Avenue C10.145, Montreal, QC H3G 1A4, Canada
| |
Collapse
|
33
|
Diffusion-weighted magnetic resonance enterocolonography in predicting remission after anti-TNF induction therapy in Crohn's disease. Dig Liver Dis 2016; 48:260-6. [PMID: 26699828 DOI: 10.1016/j.dld.2015.10.019] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Revised: 10/16/2015] [Accepted: 10/19/2015] [Indexed: 12/11/2022]
Abstract
BACKGROUND Diffusion-weighted magnetic resonance entero-colonography (DW-MREC) with no rectal distension and with no bowel cleansing is accurate to assess inflammatory activity in ileocolonic Crohn's disease (CD). AIM To study DW-MREC parameters as predictors of remission (CDAI < 150 and CRP < 5mg/L) after anti-TNF induction therapy. METHODS Forty consecutive CD patients were prospectively and consecutively included. All the patients underwent DW-MREC with apparent diffusion coefficient (ADC) and MaRIA calculation before starting anti-TNF. Mean ADC was defined as the mean of the segmental ADC. RESULTS Twenty patients (50.0%) experienced remission at W12. Low mean ADC (2.05 ± 0.22 vs 1.89 ± 0.25, p = 0.03) and high total MaRIA (39.2 ± 16.6 vs 51.7 ± 18.2, p = 0.03) were predictive of remission at W12. Using a ROC curve, we determined a mean ADC of 1.96 as predictive cut-off of remission at W12 (AUC = 0.703 [0.535-0.872]) with sensitivity, specificity, positive predictive value and negative predictive value of 70.0%, 65.0%, 66.7% and 68.4%, respectively. In multivariate analysis, mean ADC < 1.96 (OR = 4.87, 95% CI [1.04-22.64]) and total MaRIA > 42.5 (OR = 5.11, 95% CI [1.03-25.37]), reflecting high inflammatory activity, were predictive of remission at week 12. CONCLUSIONS DW-MREC using quantitative parameters i.e. ADC, is useful in detecting and assessing inflammatory activity but also to predict efficacy of anti-TNF induction therapy in CD.
Collapse
|
34
|
Ding NS, Hart A, De Cruz P. Systematic review: predicting and optimising response to anti-TNF therapy in Crohn's disease - algorithm for practical management. Aliment Pharmacol Ther 2016; 43:30-51. [PMID: 26515897 DOI: 10.1111/apt.13445] [Citation(s) in RCA: 235] [Impact Index Per Article: 26.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2015] [Revised: 09/02/2015] [Accepted: 10/05/2015] [Indexed: 12/11/2022]
Abstract
BACKGROUND Nonresponse and loss of response to anti-TNF therapies in Crohn's disease represent significant clinical problems for which clear management guidelines are lacking. AIM To review the incidence, mechanisms and predictors of primary nonresponse and secondary loss of response to formulate practical clinical algorithms to guide management. METHODS Through a systematic literature review, 503 articles were identified which fit the inclusion criteria. RESULTS Primary nonresponse to anti-TNF treatment affects 13-40% of patients. Secondary loss of response to anti-TNF occurs in 23-46% of patients when determined according to dose intensification, and 5-13% of patients when gauged by drug discontinuation rates. Recent evidence suggests that the mechanisms underlying primary nonresponse and secondary loss of response are multifactorial and include disease characteristics (phenotype, location, severity); drug (pharmacokinetic, pharmacodynamic or immunogenicity) and treatment strategy (dosing regimen) related factors. Clinical algorithms that employ therapeutic drug monitoring (using anti-TNF tough levels and anti-drug antibody levels) may be used to determine the underlying cause of primary nonresponse and secondary loss of response respectively and guide clinicians as to which patients are most likely to respond to anti-TNF therapy and help optimise drug therapy for those who are losing response to anti-TNF therapy. CONCLUSIONS Nonresponse or loss of response to anti-TNF occurs commonly in Crohn's disease. Clinical algorithms utilising therapeutic drug monitoring may establish the mechanisms for treatment failure and help guide the subsequent therapeutic approach.
Collapse
Affiliation(s)
- N S Ding
- Department of Gastroenterology, St Mark's Hospital, Harrow, UK
- Department of Medicine, Imperial College London, London, UK
- Department of Medicine, University of Melbourne, Melbourne, Vic., Australia
| | - A Hart
- Department of Gastroenterology, St Mark's Hospital, Harrow, UK
- Department of Medicine, Imperial College London, London, UK
| | - P De Cruz
- Department of Medicine, University of Melbourne, Melbourne, Vic., Australia
- Department of Gastroenterology, Austin Health, Melbourne, Vic., Australia
| |
Collapse
|
35
|
Billiet T, Papamichael K, de Bruyn M, Verstockt B, Cleynen I, Princen F, Singh S, Ferrante M, Van Assche G, Vermeire S. A Matrix-based Model Predicts Primary Response to Infliximab in Crohn's Disease. J Crohns Colitis 2015; 9:1120-6. [PMID: 26351386 DOI: 10.1093/ecco-jcc/jjv156] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2015] [Accepted: 08/21/2015] [Indexed: 12/13/2022]
Abstract
BACKGROUND Prediction of primary non-response [PNR] to anti-tumour necrosis factors [TNFs] in inflammatory bowel disease [IBD] is direly needed to select the optimal therapeutic class for a given patient. We developed a matrix-based prediction tool to predict response to infliximab [IFX] in Crohn's disease [CD] patients. METHODS This retrospective single-centre study included 201 anti-TNF naïve CD patients who started with IFX induction therapy. PNR occurred in 16 [8%] patients. Clinical, biological [including serum TNF and the IBD serology 6 panel and genetic [the 163 validated IBD risk loci] markers were collected before start. Based on the best fitted regression model, probabilities of primary response to IFX were calculated and arranged in a prediction matrix tool. RESULTS Multiple logistic regression withheld three final independent predictors [p < 0.05] for PNR: age at first IFX, {odds ratio (OR) (95% confidence interval [CI] of 1.1 (1.0-1.1)}, body mass index [BMI] (0.86 [0.7-1.0]), and previous surgery (4.4 [1.2-16.5]). The accuracy of this prediction model did not improve when the genetic markers were added (area under the curve [AUC] from 0.80 [0.67-0.93] to 0.78 [0.65-0.91]). The predicted probabilities for PNR to IFX increased from 1% to 53% depending on the combination of final predictors. CONCLUSIONS Readily available clinical factors [age at first IFX, BMI, and previous surgery] outperform serological and IBD risk loci in prediction of primary response to infliximab in this real-life cohort of CD patients. This matrix tool could be useful for guiding physicians and may avoid unnecessary or inappropriate exposure to IFX in IBD patients unlikely to benefit.
Collapse
Affiliation(s)
- Thomas Billiet
- Translational Research Center for GastroIntestinal Disorders [TARGID], Department of Clinical and Experimental Medicine, KU Leuven, Leuven, Belgium
| | - Konstantinos Papamichael
- Translational Research Center for GastroIntestinal Disorders [TARGID], Department of Clinical and Experimental Medicine, KU Leuven, Leuven, Belgium
| | - Magali de Bruyn
- Translational Research Center for GastroIntestinal Disorders [TARGID], Department of Clinical and Experimental Medicine, KU Leuven, Leuven, Belgium Rega Institute for Medical Research, Department of Microbiology and Immunology, KU Leuven, Leuven, Belgium
| | - Bram Verstockt
- Translational Research Center for GastroIntestinal Disorders [TARGID], Department of Clinical and Experimental Medicine, KU Leuven, Leuven, Belgium
| | - Isabelle Cleynen
- Translational Research Center for GastroIntestinal Disorders [TARGID], Department of Clinical and Experimental Medicine, KU Leuven, Leuven, Belgium
| | - Fred Princen
- Department of Research and Development, Prometheus Laboratories, San Diego, CA, USA
| | - Sharat Singh
- Department of Research and Development, Prometheus Laboratories, San Diego, CA, USA
| | - Marc Ferrante
- Department of Gastroenterology, Universitair ziekenhuis Leuven, Leuven, Belgium
| | - Gert Van Assche
- Department of Gastroenterology, Universitair ziekenhuis Leuven, Leuven, Belgium
| | - Severine Vermeire
- Department of Gastroenterology, Universitair ziekenhuis Leuven, Leuven, Belgium
| |
Collapse
|
36
|
Gómez-Gómez GJ, Masedo &A, Yela C, Martínez-Montiel MDP, Casís B. Current stage in inflammatory bowel disease: What is next? World J Gastroenterol 2015; 21:11282-11303. [PMID: 26525013 PMCID: PMC4616205 DOI: 10.3748/wjg.v21.i40.11282] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Revised: 07/12/2015] [Accepted: 09/02/2015] [Indexed: 02/06/2023] Open
Abstract
In recent years, the incidence of inflammatory bowel disease (IBD) has been on the rise, extending to countries where it was infrequent in the past. As a result, the gap between high and low incidence countries is decreasing. The disease, therefore, has an important economic impact on the healthcare system. Advances in recent years in pharmacogenetics and clinical pharmacology have allowed for the development of treatment strategies adjusted to the patient profile. Concurrently, new drugs aimed at inflammatory targets have been developed that may expand future treatment options. This review examines advances in the optimization of existing drug treatments and the development of novel treatment options for IBD.
Collapse
|
37
|
Abstract
The disease spectrum and natural course of Crohn's disease and ulcerative colitis are highly variable. The majority of Crohn's disease patients will require surgery at a certain stage in their disease compared to only a fraction of the ulcerative colitis patients. Similarly, some patients are destined to experience an indolent disease course while others will require early intensive therapy. Ideally, these subtypes of patients should be identified as early as possible with the help of reliable prognostic factors in order to guide personalized therapeutic decisions. In this review, the authors focused on the most relevant reports on the use of different prognostic factors to predict disease course, postoperative recurrence and response to therapy in patients with inflammatory bowel disease. The last 15 years have seen a wealth of novel genetic and serological markers of disease severity. Nevertheless, none of these markers have proven to be superior to careful clinical phenotyping and endoscopic features early in the disease course. Future attempts should apply an integrated approach that unites clinical, serological and (epi)genetic information with environmental influences, with a clear focus on the microbiome to ultimately identify molecular-based and clinically relevant subgroups.
Collapse
|
38
|
Koder S, Repnik K, Ferkolj I, Pernat C, Skok P, Weersma RK, Potočnik U. Genetic polymorphism in ATG16L1 gene influences the response to adalimumab in Crohn's disease patients. Pharmacogenomics 2015; 16:191-204. [PMID: 25712183 DOI: 10.2217/pgs.14.172] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2014] [Accepted: 12/01/2014] [Indexed: 02/07/2023] Open
Abstract
AIM To see if SNPs could help predict response to biological therapy using adalimumab (ADA) in Crohn's disease (CD). MATERIALS & METHODS IBDQ index and CRP levels were used to monitor therapy response. We genotyped 31 CD-associated genes in 102 Slovenian CD patients. RESULTS The strongest association for treatment response defined as decrease in CRP levels was found for ATG16L1 SNP rs10210302. Additional SNPs in 7 out of 31 tested CD-associated genes (PTGER4, CASP9, IL27, C11orf30, CCNY, IL13, NR1I2) showed suggestive association with ADA response. CONCLUSION Our results suggest ADA response in CD patients is genetically predisposed by SNPs in CD risk genes and suggest ATG16L1 as most promising candidate gene for drug response in ADA treatment. Original submitted 24 September 2014; Revision submitted 1 December 2014.
Collapse
Affiliation(s)
- Silvo Koder
- University Medical Centre Maribor, Ljubljanska 5, Maribor, Slovenia
| | | | | | | | | | | | | |
Collapse
|
39
|
Mosli MH, Sandborn WJ, Kim RB, Khanna R, Al-Judaibi B, Feagan BG. Toward a personalized medicine approach to the management of inflammatory bowel disease. Am J Gastroenterol 2014; 109:994-1004. [PMID: 24842338 DOI: 10.1038/ajg.2014.110] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2014] [Accepted: 03/30/2014] [Indexed: 12/11/2022]
Abstract
The medical management of inflammatory bowel disease (IBD) is evolving toward a personalized medicine-based model. Modern therapeutic algorithms that feature use of tumor necrosis factor (TNF) antagonists in combination with immunosuppressive are highly effective when initiated in high-risk patients early in the course of disease. Defined targets that guide intensification of therapy are critical interventions. In this model, therapy is optimized through appropriate pretreatment testing, therapeutic drug monitoring, and patient-based monitoring strategies. This review discusses the current application of personalized medicine to the management of IBD.
Collapse
Affiliation(s)
- Mahmoud H Mosli
- 1] Department of Medicine, Division of Gastroenterology, Western University, London, Ontario, Canada [2] Robarts Clinical Trials, Robarts Research Institute, London, Ontario, Canada [3] Department of Medicine, Division of Gastroenterology, King Abdulaziz University, Jeddah, Saudi Arabia
| | - William J Sandborn
- 1] Robarts Clinical Trials, Robarts Research Institute, London, Ontario, Canada [2] Division of Gastroenterology, University of California San Diego, La Jolla, California, USA
| | - Richard B Kim
- Department of Medicine, Division of Clinical Pharmacology, Western University, London, Ontario, Canada
| | - Reena Khanna
- 1] Department of Medicine, Division of Gastroenterology, Western University, London, Ontario, Canada [2] Robarts Clinical Trials, Robarts Research Institute, London, Ontario, Canada
| | - Bandar Al-Judaibi
- 1] Department of Medicine, Division of Gastroenterology, Western University, London, Ontario, Canada [2] Department of Medicine, Division of Gastroenterology, King Khalid University Hospital, King Saud University, Riyadh, Saudi Arabia
| | - Brian G Feagan
- 1] Department of Medicine, Division of Gastroenterology, Western University, London, Ontario, Canada [2] Robarts Clinical Trials, Robarts Research Institute, London, Ontario, Canada
| |
Collapse
|
40
|
Jakobsen C, Cleynen I, Andersen PS, Vermeire S, Munkholm P, Paerregaard A, Wewer V. Genetic susceptibility and genotype-phenotype association in 588 Danish children with inflammatory bowel disease. J Crohns Colitis 2014; 8:678-85. [PMID: 24394805 DOI: 10.1016/j.crohns.2013.12.010] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2013] [Revised: 11/28/2013] [Accepted: 12/15/2013] [Indexed: 02/06/2023]
Abstract
AIM To investigate the association between known inflammatory bowel disease (IBD)-associated genetic variants and development of paediatric IBD, and specific clinical sub-phenotypes. MATERIAL AND METHODS In this case-control study we included IBD patients <18 years of age at diagnosis from the Danish National Patient Registry and healthy children <18 years of age were randomly selected from the Danish Central Office of Civil Registration. The latter had filled out a questionnaire regarding health status, and DNA was obtained from blood samples and the buccal mucosa. Patient files were retrieved and clinical information was extracted. DNA was obtained from Guthrie cards from the Danish National Neonatal Screening Biobank (PKU-biobanken) at Statens Serum Institut and from blood samples. RESULTS A total of 588 IBD patients (244 Crohn's disease (CD), 318 ulcerative colitis (UC) and 26 IBD-unclassified (IBDU)) and 543 healthy controls were included. We found an association between CD and rs22411880 (ATG16L1, odds ratio (OR)=1.7 [1.1-1.7], p=0.003), rs5743289 (NOD2, OR=1.4 [1.1-1.9], p=0.009) and the paediatric specific rs1250550 (ZMIZ1, OR=0.7 [0.5-0.9], p=0.01). None of the investigated 41 SNPs were associated with disease localisation, medical treatment or surgery after correcting for multiple analyses. CONCLUSION We found an association between CD and three previously published genetic variants and replicated the association with the paediatric specific ZMIZ1 gene. No Bonferroni corrected significant genotype-phenotype associations were found. For future studies aimed at finding predictors for disease course in (paediatric) IBD, it will be worthwhile to include a combination of genetic, clinical and serological markers.
Collapse
Affiliation(s)
- C Jakobsen
- Department of Paediatrics, Hvidovre University Hospital, Copenhagen, Denmark.
| | - I Cleynen
- Department of Clinical and Experimental Medicine, KU Leuven, Belgium
| | - P S Andersen
- Department of Microbiology and Infection Control, State Serum Institute, Copenhagen, Denmark
| | - S Vermeire
- Department of Gastroenterology, University Hospitals Leuven, Belgium
| | - P Munkholm
- Department of Gastroenterology, Medical Section, Herlev University Hospital, Copenhagen, Denmark
| | - A Paerregaard
- Department of Paediatrics, Hvidovre University Hospital, Copenhagen, Denmark
| | - V Wewer
- Department of Paediatrics, Hvidovre University Hospital, Copenhagen, Denmark
| |
Collapse
|
41
|
Abstract
The expanding knowledge of the role of genetic variants involved in the susceptibility to IBD heralds an era of disease categorization beyond Crohn's disease and ulcerative colitis. A more robust molecular definition of the spectrum of IBD subtypes is likely to be based on specific molecular pathways that determine not only disease susceptibility but also disease characteristics such as location, natural history and therapeutic response. Evolving diagnostic panels for IBD will include clinical variables and genetic markers as well as other indicators of gene function and interaction with environmental factors, such as the microbiome. Multimodal algorithms that combine clinical, serologic and genetic information are likely to be useful in predicting disease course. Variation in IBD-susceptibility and drug-related pathway genes seems to influence the response to anti-TNF therapy. Furthermore, gene expression signatures and composite models have both shown promise as predictors of therapeutic response. Ultimately, models based on combinations of genotype and gene expression data with clinical, biochemical, serological, and microbiome data for clinically meaningful subgroups of patients should permit the development of tools for individualized risk stratification and treatment selection.
Collapse
|
42
|
Abstract
The treatment of IBD with anti-TNF agents has substantially evolved since their first introduction more than a decade ago. The robust efficacy witnessed in many patients has raised new questions pertaining to the observation of subgroups of patients who fail to respond or who lose response to these otherwise very effective drugs. Conversely, the exorbitant cost of biologic agents coupled with their efficacy in inducing lasting remission has introduced new concepts addressing the possibility of therapy cessation in some patients after deep remission has been achieved. Measuring drug and anti-drug antibody (ADA) levels which develop in some patients has emerged as a valuable tool in understanding the mechanisms responsible for some of these clinical scenarios. However, knowledge on how to use these measurements to guide clinical decisions in daily practice is still in its nascency and awaits prospective validation trials. Furthermore, as described in this Review, knowledgeable interpretation of drug and ADA test results mandates understanding the interplay between the technical profile of the assay used, the timing of the measurement in the drug cycle, assessment of disease activity, and the profoundly different pharmaco-clinical scenarios that can culminate in a similar test result.
Collapse
|
43
|
Porayette P, Flockhart D, Gupta SK. One size fits one: pharmacogenetics in gastroenterology. Clin Gastroenterol Hepatol 2014; 12:565-70. [PMID: 24486737 DOI: 10.1016/j.cgh.2014.01.035] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2014] [Accepted: 01/28/2014] [Indexed: 02/07/2023]
Abstract
Individual variability in response and development of adverse effects to drugs is a major challenge in clinical practice. Pharmacogenomics refers to the aspect of personalized medicine where the patient's genetic information instructs the selection and dosage of therapy while also predicting its adverse effects profile. Sequencing of the entire human genome has given us the opportunity to study commonly used drugs as well as newer therapeutic agents in a new light, opening up opportunities for better drug efficacy and decreased adverse effects. This article highlights developments in pharmacogenomics, relates these to practice of gastroenterology, and outlines roadblocks in translation of this knowledge into clinical practice.
Collapse
Affiliation(s)
- Prashanth Porayette
- Division of Pediatric Gastroenterology/Hepatology/Nutrition, Riley Hospital for Children/Indiana University School of Medicine, Indianapolis, Indiana
| | - David Flockhart
- Division of Clinical Pharmacology, Department of Medicine, Riley Hospital for Children/Indiana University School of Medicine, Indiana Institute for Personalized Medicine, Indianapolis, Indiana
| | - Sandeep K Gupta
- Division of Pediatric Gastroenterology/Hepatology/Nutrition, Riley Hospital for Children/Indiana University School of Medicine, Indianapolis, Indiana.
| |
Collapse
|
44
|
Cravo M, Ferreira P, Sousa P, Moura-Santos P, Velho S, Tavares L, Deus JR, Ministro P, da Silva JP, Correia L, Velosa J, Maio R, Brito M. Clinical and genetic factors predicting response to therapy in patients with Crohn's disease. United European Gastroenterol J 2014; 2:47-56. [PMID: 24918007 PMCID: PMC4040806 DOI: 10.1177/2050640613519626] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2013] [Accepted: 12/14/2013] [Indexed: 12/18/2022] Open
Abstract
AIM To identify clinical and/or genetic predictors of response to several therapies in Crohn's disease (CD) patients. METHODS We included 242 patients with CD (133 females) aged (mean ± standard deviation) 39 ± 12 years and a disease duration of 12 ± 8 years. The single-nucleotide polymorphisms (SNPs) studied were ABCB1 C3435T and G2677T/A, IL23R G1142A, C2370A, and G9T, CASP9 C93T, Fas G670A and LgC844T, and ATG16L1 A898G. Genotyping was performed with real-time PCR with Taqman probes. RESULTS Older patients responded better to 5-aminosalicylic acid (5-ASA) and to azathioprine (OR 1.07, p = 0.003 and OR 1.03, p = 0.01, respectively) while younger ones responded better to biologicals (OR 0.95, p = 0.06). Previous surgery negatively influenced response to 5-ASA compounds (OR 0.25, p = 0.05), but favoured response to azathioprine (OR 2.1, p = 0.04). In respect to genetic predictors, we observed that heterozygotes for ATGL16L1 SNP had a significantly higher chance of responding to corticosteroids (OR 2.51, p = 0.04), while homozygotes for Casp9 C93T SNP had a lower chance of responding both to corticosteroids and to azathioprine (OR 0.23, p = 0.03 and OR 0.08, p = 0.02,). TT carriers of ABCB1 C3435T SNP had a higher chance of responding to azathioprine (OR 2.38, p = 0.01), while carriers of ABCB1 G2677T/A SNP, as well as responding better to azathioprine (OR 1.89, p = 0.07), had a lower chance of responding to biologicals (OR 0.31, p = 0.07), which became significant after adjusting for gender (OR 0.75, p = 0.005). CONCLUSIONS In the present study, we were able to identify a number of clinical and genetic predictors of response to several therapies which may become of potential utility in clinical practice. These are preliminary results that need to be replicated in future pharmacogenomic studies.
Collapse
Affiliation(s)
- Marilia Cravo
- Hospital Beatriz Angelo, Loures, Portugal
- Faculdade de Medicina da Universidade de Lisboa, Lisboa, Portugal
| | - Paula Ferreira
- Escola Superior de Tecnologias da Saude, Lisbon, Portugal
| | | | - Paula Moura-Santos
- Faculdade de Medicina da Universidade de Lisboa, Lisboa, Portugal
- Hospital Santa Maria, Lisboa, Portugal
| | | | | | | | | | | | - Luis Correia
- Faculdade de Medicina da Universidade de Lisboa, Lisboa, Portugal
- Hospital Santa Maria, Lisboa, Portugal
| | - Jose Velosa
- Faculdade de Medicina da Universidade de Lisboa, Lisboa, Portugal
- Hospital Santa Maria, Lisboa, Portugal
| | - Rui Maio
- Hospital Beatriz Angelo, Loures, Portugal
| | - Miguel Brito
- Escola Superior de Tecnologias da Saude, Lisbon, Portugal
| |
Collapse
|
45
|
Biancheri P, Powell N, Monteleone G, Lord G, MacDonald TT. The challenges of stratifying patients for trials in inflammatory bowel disease. Trends Immunol 2013; 34:564-71. [PMID: 24035478 DOI: 10.1016/j.it.2013.08.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2012] [Revised: 05/24/2013] [Accepted: 08/07/2013] [Indexed: 10/26/2022]
Abstract
Immunotherapy with biological agents or small molecules is revolutionising the treatment of chronic inflammatory disease in humans; however, a significant proportion of patients fail to respond or lose responsiveness. This is particularly evident in inflammatory bowel disease (IBD), a group of chronic, immune-mediated disorders of the gastrointestinal tract. Different responsiveness to treatment in IBD can be explained by substantial disease heterogeneity, which is being increasingly recognised by genetic and immunological studies. The current enthusiasm for stratified medicine suggests that it may become possible to identify clinical, immunological, biochemical or genetic biomarkers to target immunotherapy to patients more likely to respond. Here, we identify and highlight the opportunities and the challenges of this strategy in the context of IBD.
Collapse
Affiliation(s)
- Paolo Biancheri
- Centre for Immunology and Infectious Disease, Blizard Institute, Barts and the London School of Medicine and Dentistry, London, UK
| | | | | | | | | |
Collapse
|
46
|
Abstract
Inflammatory bowel diseases (IBDs; e.g., Crohn's disease [CD] and ulcerative colitis [UC]) are chronic immunologically mediated diseases characterized by frequent relapses, often requiring hospitalization and surgery. There is substantial heterogeneity in the progressive natural history of disease with cumulative accrual of bowel damage and impairment of functioning. Recent advances in therapeutics have significantly improved our ability to achieve disease remission; yet therapies remain expensive and are associated with significant side effects precluding widespread use in all patients with IBD. Consequently, algorithms for the management of patients with IBD require a personalized approach incorporating an individual's projected likely natural history, the probability of response to a specific therapeutic agent and an informed approach to management of loss of response to current therapies.
Collapse
Affiliation(s)
- Ashwin N Ananthakrishnan
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, 165 Cambridge Street, 9th Floor, Boston, MA 02114, USA.
| |
Collapse
|
47
|
Abstract
Inflammatory bowel diseases (Crohn's disease and ulcerative colitis) are chronic immunologically mediated diseases of the gut. Advances in genetics have revolutionized our understanding of the pathogenesis of these conditions with 163 risk loci identified, encompassing a variety of immunologic functions. There is substantial heterogeneity in the natural history of these diseases with respect to disease onset, course, and progression to complications. There are also significant variations in response to therapies and susceptibility to therapy-related and disease-related complications. An important need in the field is to identify predictors of disease course, complications, and likelihood of response and adverse events to allow for targeted therapeutic decision making. The genotype of an individual in constant and non-modifiable, and thus could potentially fulfill the role of important predictors of these outcomes. In this review, we discuss the existing literature on the prediction of various disease phenotypes in Crohn's disease and ulcerative colitis using underlying genotype. We also identify gaps in the literature and suggest future directions for research. There is need for large, multi-institutional, and international collaborative consortia with efficient and detailed cohort accrual, phenotypic definition, genotyping, and dynamic assessments of external (e.g., diet) and internal (microbiome) environment to allow us to progress toward personalized and precision medicine in the management of these complex diseases.
Collapse
|
48
|
Posovszky C, Pfalzer V, Lahr G, Niess JH, Klaus J, Mayer B, Debatin KM, von Boyen GBT. Age-of-onset-dependent influence of NOD2 gene variants on disease behaviour and treatment in Crohn's disease. BMC Gastroenterol 2013; 13:77. [PMID: 23635032 PMCID: PMC3659055 DOI: 10.1186/1471-230x-13-77] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2012] [Accepted: 04/26/2013] [Indexed: 02/08/2023] Open
Abstract
Background Influence of genetic variants in the NOD2 gene may play a more important role in disease activity, behaviour and treatment of pediatric- than adult-onset Crohn’s disease (CD). Methods 85 pediatric- and 117 adult-onset CD patients were tested for the three main NOD2 CD-associated variants (p.R702W, p.G908R and p.10007fs) and clinical data of at least two years of follow-up were compared regarding disease behaviour and activity, response to therapy and bone mineral density (BMD). Results Chronic active and moderate to severe course of CD is associated in patients with pediatric-onset (p=0.0001) and NOD2 variant alleles (p=0.0001). In pediatric-onset CD the average PCDAI-Score was significantly higher in patients carrying NOD2 variants (p=0.0008). In addition, underweight during course of the disease (p=0.012) was associated with NOD2 variants. Interestingly, osteoporosis was found more frequently in patients carrying NOD2 variant alleles (p=0.033), especially in pediatric-onset CD patients with homozygous NOD2 variants (p=0.037). Accordingly, low BMD in pediatric-onset CD is associated with a higher PCDAI (p=0.0092), chronic active disease (p=0.0148), underweight at diagnosis (p=0.0271) and during follow-up (p=0.0109). Furthermore, pediatric-onset CD patients with NOD2 variants are more frequently steroid-dependent or refractory (p=0.048) and need long-term immunosuppressive therapy (p=0.0213). Conclusions These data suggests that the presence of any of the main NOD2 variants in CD is associated with osteoporosis and an age of onset dependent influence towards underweight, higher disease activity and a more intensive immunosuppressive therapy. This observation supports the idea for an early intensive treatment strategy in children and adolescent CD patients with NOD2 gene variants.
Collapse
Affiliation(s)
- Carsten Posovszky
- Department of Pediatrics and Adolescent Medicine, University Medical Center Ulm, Eythstr, 24, Ulm, 89075, Germany.
| | | | | | | | | | | | | | | |
Collapse
|
49
|
Roberts RL, Barclay ML. Current relevance of pharmacogenetics in immunomodulation treatment for Crohn's disease. J Gastroenterol Hepatol 2012; 27:1546-54. [PMID: 22741564 DOI: 10.1111/j.1440-1746.2012.07220.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
No drug therapy is completely risk free, and the costs associated with non-response and adverse effects can exceed the cost of the therapy. The ultimate goal of pharmacogenetic research is to find robust genetic predictors of drug response that enable the development of prospective genetic tests to reliably identify patients at risk of non-response or of developing an adverse effect prior to the drug being prescribed. Currently, thiopurine S-methyltransferase (TPMT) deficiency is the only pharmacogenetic factor that is prospectively assessed before azathioprine or 6-mercaptopurine immunomodulation is commenced in patients with Crohn's disease (CD). As yet no other inherited determinant of drug response has made the transition from bench to bedside for the management of this disease. In this review we summarize what is known about TPMT deficiency and explore whether there is evidence to support a role of other genetic polymorphisms in predicting the response of CD patients to thiopurine drugs, methotrexate, and anti-tumor necrosis factor α (TNFα) therapy.
Collapse
Affiliation(s)
- Rebecca L Roberts
- Department of Surgical Sciences, Dunedin School of Medicine, Dunedin, New Zealand.
| | | |
Collapse
|
50
|
Lu C, Waugh A, Bailey RJ, Cherry R, Dieleman LA, Gramlich L, Matic K, Millan M, Kroeker KI, Sadowski D, Teshima CW, Todoruk D, Wong C, Wong K, Fedorak RN. Crohn’s disease genotypes of patients in remission vs relapses after infliximab discontinuation. World J Gastroenterol 2012; 18:5058-64. [PMID: 23049214 PMCID: PMC3460332 DOI: 10.3748/wjg.v18.i36.5058] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2012] [Revised: 05/31/2012] [Accepted: 06/08/2012] [Indexed: 02/06/2023] Open
Abstract
AIM: To investigate genetic differences between Crohn’s disease (CD) patients with a sustained remission vs relapsers after discontinuing infliximab while in corticosteroid-free remission.
METHODS: Forty-eight CD patients received infliximab and were in full corticosteroid-free clinical remission but then discontinued infliximab for reasons other than a loss of response, were identified by review of an electronic database and charts. Infliximab-associated remission was defined as corticosteroid-free plus normalization of clinical disease activity [CD activity index (CDAI) < 150] during follow-up visits based on physician global assessments. A CD relapse (loss of infliximab-induced remission) was clinically defined as a physician visit for symptoms of disease activity (CDAI > 220) and a therapeutic intervention with CD medication(s), or a hospitalization with complications related to active CD. Genetic analyses were performed on samples from 14 patients (n = 6 who had a sustained long term remission after stopping infliximab, n = 8 who rapidly relapsed after stopping infliximab). Nucleotide-binding oligomerization domain 2 (NOD2)/caspase activation recruitment domain 15 (CARD15) polymorphisms (R702W, G908R and L1007fs) and the inflammatory bowel disease 5 (IBD5) polymorphisms (IGR2060a1 and IGR3081a1) were analyzed in each group.
RESULTS: Five single nucleotide polymorphisms of IBD5 and NOD2/CARD15 genes were successfully analyzed for all 14 subjects. There was no significant increase in frequency of the NOD2/CARD15 polymorphisms (R702W, G908R and L1007fs) and the IBD5 polymorphisms (IGR2060a1 and IGR3081a1) in either group of patients; those whose disease relapsed rapidly or those who remained in sustained long term remission following the discontinuation of infliximab. Nearly a third of patients in full clinical remission who stopped infliximab for reasons other than loss of response remained in sustained clinical remission, while two-thirds relapsed rapidly. There was a marked difference in the duration of clinical remission following discontinuance of infliximab between the two groups. The patients who lost remission did so after 1.0 years ± 0.6 years, while those still in remission were at the time of this study, 8.1 years ± 2.6 years post-discontinuation of infliximab, P < 0.001. The 8 patients who had lost remission after discontinuing infliximab had a mean number of 5 infusions (range 3-7), with a mean treatment time of 7.2 mo (range 1.5 mo-15 mo). The mean duration of time from the last infusion of infliximab to the time of loss of remission was 382 d (range 20 d-701 d). The 6 patients who remained in remission after discontinuing infliximab had a mean number of 6 infusions (range 3-12), with a mean treatment duration of 12 mo (range 3.6 mo-32 mo) (P = 0.45 relative to those who lost remission).
CONCLUSION: There are no IBD5 or NOD2/CARD15 mutations that predict which patients might have sustained remission and which will relapse rapidly after stopping infliximab.
Collapse
|