1
|
Patterson SC, Pomeroy AE, Palmer AC. Ultrasensitive Response Explains the Benefit of Combination Chemotherapy Despite Drug Antagonism. Mol Cancer Ther 2024; 23:995-1009. [PMID: 38530117 PMCID: PMC11219261 DOI: 10.1158/1535-7163.mct-23-0642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 01/30/2024] [Accepted: 03/19/2024] [Indexed: 03/27/2024]
Abstract
Most aggressive lymphomas are treated with combination chemotherapy, commonly as multiple cycles of concurrent drug administration. Concurrent administration is in theory optimal when combination therapies have synergistic (more than additive) drug interactions. We investigated pharmacodynamic interactions in the standard 4-drug "CHOP" regimen in peripheral T-cell lymphoma (PTCL) cell lines and found that CHOP consistently exhibits antagonism and not synergy. We tested whether staggered treatment schedules could improve tumor cell kill by avoiding antagonism, using in vitro models of concurrent or staggered treatments. Surprisingly, we observed that tumor cell kill is maximized by concurrent drug administration despite antagonistic drug-drug interactions. We propose that an ultrasensitive dose response, as described in radiology by the linear-quadratic (LQ) model, can reconcile these seemingly contradictory experimental observations. The LQ model describes the relationship between cell survival and dose, and in radiology has identified scenarios favoring hypofractionated radiotherapy-the administration of fewer large doses rather than multiple smaller doses. Specifically, hypofractionated treatment can be favored when cells require an accumulation of DNA damage, rather than a "single hit," to die. By adapting the LQ model to combination chemotherapy and accounting for tumor heterogeneity, we find that tumor cell kill is maximized by concurrent administration of multiple drugs, even when chemotherapies have antagonistic interactions. Thus, our study identifies a new mechanism by which combination chemotherapy can be clinically beneficial that is not contingent on positive drug-drug interactions.
Collapse
Affiliation(s)
- Sarah C. Patterson
- Department of Pharmacology, Computational Medicine Program, UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Amy E. Pomeroy
- Department of Pharmacology, Computational Medicine Program, UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Adam C. Palmer
- Department of Pharmacology, Computational Medicine Program, UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| |
Collapse
|
2
|
Patterson SC, Pomeroy AE, Palmer AC. Ultrasensitive response explains the benefit of combination chemotherapy despite drug antagonism. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.27.530263. [PMID: 36909518 PMCID: PMC10002679 DOI: 10.1101/2023.02.27.530263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/04/2023]
Abstract
Most aggressive lymphomas are treated with combination chemotherapy, commonly as multiple cycles of concurrent drug administration. Concurrent administration is in theory optimal when combination therapies have synergistic (more than additive) drug interactions. We investigated pharmacodynamic interactions in the standard 4-drug 'CHOP' regimen in Peripheral T-Cell Lymphoma (PTCL) cell lines, and found that CHOP consistently exhibits antagonism and not synergy. We tested whether staggered treatment schedules could improve tumor cell kill by avoiding antagonism, using month-long in vitro models of concurrent or staggered treatments. Surprisingly, we observed that tumor cell kill is maximized by concurrent drug administration despite antagonistic drug-drug interactions. We propose that an ultrasensitive dose response, as described in radiology by the linear-quadratic (LQ) model, can reconcile these seemingly contradictory experimental observations. The LQ model describes the relationship between cell survival and dose, and in radiology has identified scenarios favoring hypofractionated radiation - the administration of fewer large doses rather than multiple smaller doses. Specifically, hypofractionated treatment can be favored when cells require an accumulation of DNA damage, rather than a 'single hit', in order to die. By adapting the LQ model to combination chemotherapy and accounting for tumor heterogeneity, we find that tumor cell kill is maximized by concurrent administration of multiple drugs, even when chemotherapies have antagonistic interactions. Thus, our study identifies a new mechanism by which combination chemotherapy can be clinically beneficial that is not reliant on positive drug-drug interactions.
Collapse
Affiliation(s)
- Sarah C. Patterson
- Department of Pharmacology, Computational Medicine Program, UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Amy E. Pomeroy
- Department of Pharmacology, Computational Medicine Program, UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Adam C. Palmer
- Department of Pharmacology, Computational Medicine Program, UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| |
Collapse
|
3
|
Sun SJ, Han JD, Liu W, Wu ZY, Zhao X, Yan X, Jiao SC, Fang J. Sequential chemotherapy and icotinib as first-line treatment for advanced epidermal growth factor receptor-mutated non-small cell lung cancer. World J Clin Cases 2022; 10:6069-6081. [PMID: 35949840 PMCID: PMC9254173 DOI: 10.12998/wjcc.v10.i18.6069] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 03/13/2022] [Accepted: 04/15/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Icotinib could have potential effect and tolerability when used sequentially with chemotherapy for advanced epidermal growth factor receptor (EGFR)-mutated non-small cell lung cancer (NSCLC).
AIM To evaluate the efficacy and safety of chemotherapy followed by icotinib maintenance therapy as first-line treatment for advanced EGFR-mutated NSCLC.
METHODS This multicenter, open-label, pilot randomized controlled trial enrolled 68 EGFR-mutated stage IIIB/IV NSCLC patients randomized 2:3 to the icotinib alone and chemotherapy + icotinib groups.
RESULTS The median progression-free survival in the icotinib alone and chemotherapy + icotinib groups was 8.0 mo (95%CI: 3.84-11.63) and 13.4 mo (95%CI: 10.18-16.33), respectively (P = 0.0249). No significant differences were found in the curative effect when considering different cycles of chemotherapy or chemotherapy regimen (all P > 0.05).
CONCLUSION A sequential combination of chemotherapy and EGFR-tyrosine kinase inhibitor is feasible for stage IV EGFR-mutated NSCLC patients.
Collapse
Affiliation(s)
- Sheng-Jie Sun
- Department of Medical Oncology, The Fifth Medical Center of General Hospital of Chinese People's Liberation Army, Beijing 100039, China
| | - Jin-Di Han
- Department of Internal Oncology of Chest, Beijing Cancer Hospital, Beijing 100142, China
| | - Wei Liu
- Peking Cancer Hospital Palliative Care Center, Beijing Cancer Hospital, Beijing 100142, China
| | - Zhi-Yong Wu
- Department of Medical Oncology, The Fifth Medical Center of General Hospital of Chinese People's Liberation Army, Beijing 100039, China
| | - Xiao Zhao
- Department of Medical Oncology, The Fifth Medical Center of General Hospital of Chinese People's Liberation Army, Beijing 100039, China
| | - Xiang Yan
- Department of Medical Oncology, The Fifth Medical Center of General Hospital of Chinese People's Liberation Army, Beijing 100039, China
| | - Shun-Chang Jiao
- Department of Oncology, The Fifth Medical Center of General Hospital of Chinese People's Liberation Army, Beijing 100039, China
| | - Jian Fang
- Department of Internal Oncology of Chest, Beijing Cancer Hospital, Beijing 100142, China
| |
Collapse
|
4
|
Wang Y, Yu W, Shi J, Qiu R, Jiang N, Wang Z, Yang J, Jia Z, Song M. Evaluating the Efficacy of EGFR-TKIs Combined With Radiotherapy in Advanced Lung Adenocarcinoma Patients With EGFR Mutation: A Retrospective Study. Technol Cancer Res Treat 2022; 21:15330338221100358. [PMID: 35607295 PMCID: PMC9134423 DOI: 10.1177/15330338221100358] [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: 11/26/2021] [Revised: 03/24/2022] [Accepted: 04/26/2022] [Indexed: 12/01/2022] Open
Abstract
Objective: Epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) have been recommended as the first-line treatment for advanced lung adenocarcinoma with epidermal growth factor receptor (EGFR) mutation. This study retrospectively evaluated patients' survival and related prognostic factors from single-center, real-world data. Methods: From January 2015 to December 2020, patients detected with EGFR mutation showing unresectable clinical stages III to IV advanced lung adenocarcinoma and receiving EGFR-TKIs and radiotherapy (RT) were recruited for the study. The overall survival (OS) and progression-free survival (PFS) were statistically analyzed with SPSS 22.0 software. Results: This study included 238 patients who completed their follow-up by December 30, 2020. The 1-, 2-, 3-year and median OS were 84.4%, 59.7%, 38.7%, and 30.3 months for OS, 57.0%, 28.8%, 15.7%, and 14.1 months for progression-free survival (PFS1), and 78.9%, 71.7%, 33.3%, and 25.0 months for PFS2, respectively. Multivariate analysis showed that, the independent factors for OS are age, clinical stage, the sequence of TKI and CT, and the total treatment response, and total response; the independent factors for progression-free survival 1 are clinical stage and total treatment response; the independent factors for PFS2 are clinical stage, type of TKI, sequence of TKI and CT, and total treatment response. The univariate analysis also showed a significant association between RT duration (P = 0.041) and dose (P = 0.026) with PFS1. Conclusion: EGFR-TKIs combined with RT was tolerable and efficient for patients with advanced lung adenocarcinoma. OS and PFS prove CT sequential with TKIs. Better treatment response with CR + PR was associated with a longer duration of OS, PFS1, and PFS2. However, further study is required in a larger sample size to confirm the results.
Collapse
Affiliation(s)
- Yuxiang Wang
- The Fourth Hospital of Hebei Medical University and Hebei Province
Tumor Hospital, Hebei Clinical Research Center for Radiation Oncology, Shijiazhuang,
China
| | - Wenjuan Yu
- The Fourth Hospital of Hebei Medical University and Hebei Province
Tumor Hospital, Hebei Clinical Research Center for Radiation Oncology, Shijiazhuang,
China
| | - Jian Shi
- Department of Medical Oncology, Fourth Hospital of Hebei Medical
University and Hebei Province Tumor Hospital, Shijiazhuang, China
| | - Rong Qiu
- The Fourth Hospital of Hebei Medical University and Hebei Province
Tumor Hospital, Hebei Clinical Research Center for Radiation Oncology, Shijiazhuang,
China
| | - Nan Jiang
- The Fourth Hospital of Hebei Medical University and Hebei Province
Tumor Hospital, Hebei Clinical Research Center for Radiation Oncology, Shijiazhuang,
China
| | - Zhuofan Wang
- The Fourth Hospital of Hebei Medical University and Hebei Province
Tumor Hospital, Hebei Clinical Research Center for Radiation Oncology, Shijiazhuang,
China
| | - Jie Yang
- The Fourth Hospital of Hebei Medical University and Hebei Province
Tumor Hospital, Hebei Clinical Research Center for Radiation Oncology, Shijiazhuang,
China
| | - Zhongfei Jia
- The Fourth Hospital of Hebei Medical University and Hebei Province
Tumor Hospital, Hebei Clinical Research Center for Radiation Oncology, Shijiazhuang,
China
| | - Meng Song
- The Fourth Hospital of Hebei Medical University and Hebei Province
Tumor Hospital, Hebei Clinical Research Center for Radiation Oncology, Shijiazhuang,
China
| |
Collapse
|
5
|
Jiang Z, Zhang J, Sun H, Wang C, Zhang Y, Li Y, Pan Z. Icotinib alone or with bevacizumab as first-line therapy in Chinese patients with advanced nonsquamous non-small cell lung cancer and activating EGFR mutations: A retrospective study. Thorac Cancer 2021; 12:2369-2374. [PMID: 34255422 PMCID: PMC8410520 DOI: 10.1111/1759-7714.14079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 06/24/2021] [Accepted: 06/26/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND This study focused on comparing the safety and therapeutic effects between icotinib monotherapy and icotinib plus bevacizumab combined therapy in non-small cell lung cancer (NSCLC) cases harboring EGFR mutations. METHODS Data were collected retrospectively from the Cancer Institute and Hospital of Tianjin Medical University between October 2018 and December 2019, where the NSCLC cases that harbored EGFR mutations underwent first-line therapy with icotinib in the presence or absence of bevacizumab. This study included 90 cases, of which 60 patients were in the icotinib group (I) and 30 in the icotinib plus bevacizumab group (IB). RESULTS The follow-up period to evaluate median PFS in our study was 18 months. Median PFS was 18.0 months (95% confidence interval [CI]: 14.7-21.3) with icotinib plus bevacizumab and 11 months (95% CI: 8.9-13.1) with icotinib alone (hazard ratio 0·54, 95% CI: 0.31-0.92; p = 0.029). According to the subgroup analyses based on the type of EGFR genomic aberration, a prolonged median PFS was observed in the cases harboring exon 21 point mutation (Ex21.L858R) in the IB group compared to the I group (not reached vs. 11 months [8.8-13.2], p = 0.021). However, the difference between the cases harboring exon 19 deletions in the EGFR gene was not significant. The DCR and ORR were comparable between both groups. Substantially higher incidences of hypertension and proteinuria were observed in the combined group compared to the icotinib monotherapy group. CONCLUSIONS This is the first study to provide further evidence of the benefits of applying icotinib in combination with bevacizumab as first-line treatment for advanced NSCLC cases harboring EGFR mutations. However, these findings need to be verified through prospective phase 3 clinical studies.
Collapse
Affiliation(s)
- Zhansheng Jiang
- Department of Integrative Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory for Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Jing Zhang
- Department of Integrative Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory for Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Haiyan Sun
- Department of Integrative Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory for Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Cong Wang
- Department of Integrative Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory for Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Yu Zhang
- Department of Integrative Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory for Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Yanyang Li
- Department of Integrative Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory for Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Zhanyu Pan
- Department of Integrative Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory for Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China
| |
Collapse
|