Diagnostic Advances Open Access
Copyright ©The Author(s) 2017. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Gastroenterol. Apr 28, 2017; 23(16): 2832-2840
Published online Apr 28, 2017. doi: 10.3748/wjg.v23.i16.2832
Non-invasive evaluation of intestinal disorders: The role of elastographic techniques
Federica Branchi, Flavio Caprioli, Stefania Orlando, Dario Conte, Mirella Fraquelli, Gastroenterology and Endoscopy Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
Federica Branchi, Flavio Caprioli, Stefania Orlando, Dario Conte, Mirella Fraquelli, Department of Pathophysiology and Transplantation, Università degli Studi di Milano, 20122 Milan, Italy
Author contributions: Branchi F and Caprioli F performed the bibliographic search and wrote the manuscript; Orlando S contributed to data acquisition and to the manuscript drafting; Conte D contributed to the interpretation of data and provided critical revision related to the intellectual content of the manuscript; Fraquelli M wrote the manuscript and provided critical revision related to the intellectual content of the manuscript; all the authors approved the final version of the manuscript.
Conflict-of-interest statement: All the authors declare no conflict of interest.
Open-Access: This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/
Correspondence to: Mirella Fraquelli, MD, PhD, Gastroenterology and Endoscopy Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via F. Sforza 35, 20122 Milan, Italy. mfraquelli@yahoo.it
Telephone: +39-2-55033364 Fax: +39-2-55033644
Received: October 1, 2016
Peer-review started: October 8, 2016
First decision: December 29, 2016
Revised: January 27, 2017
Accepted: March 30, 2017
Article in press: March 30, 2017
Published online: April 28, 2017

Abstract

Over the recent years the non-invasive techniques for the evaluation of the small bowel have been playing a major role in the management of chronic intestinal diseases, such as inflammatory bowel diseases (IBD). The diagnostic performances of magnetic resonance imaging, computed tomography and ultrasound in the field of small bowel disorders, have been assessed and established for more than two decades. Newer sonographic techniques, such as strain elastography and shear wave elastography, have been put forward for the assessment of disease activity and characterization of IBD-related damage in the setting of Crohn’s disease and other gastrointestinal disorders. The data from the preliminary research and clinical studies have shown promising results as regards the ability of elastographic techniques to differentiate inflammatory from fibrotic tissue. The distinction between IBD activity (inflammation) and IBD-related damage (fibrosis) is currently considered crucial for the assessment and management of patients. Moreover, all the elastographic techniques are currently being considered in the setting of other intestinal disorders (e.g., rectal tumors, appendicitis). The aim of this paper is to offer both a comprehensive narrative review of the non-invasive techniques available for the assessment of small-bowel disorders, with particular emphasis on inflammatory bowel diseases, and a summary of the current evidence on the use of elastographic techniques in this setting.

Key Words: Elastography, Fibrosis, Inflammatory bowel disease, Bowel wall, Stricture

Core tip: Elastographic techniques, such as strain elastography and shear wave elastography, have shown promising results as regards their ability to differentiate inflammatory from fibrotic tissue, particularly in the setting of inflammatory bowel diseases where these techniques have been tested.



INTRODUCTION

Over the recent years the non-invasive techniques for the evaluation of the small bowel have been playing a major role in the management of chronic intestinal diseases, such as inflammatory bowel diseases (IBD). Computed tomography and magnetic resonance enterography/enteroclysis (CT-E, MR-E) are cross-sectional imaging techniques that show excellent performance in the diagnosis of intestinal disorders and promising results in the characterization of IBD lesions and prediction of their response to treatment[1,2]. In particular, the data from MR-E application have shown accuracy in the assessment of Crohn’s disease severity and stage[3-5]. MR techniques without contrast enhancement are being tested for the same purposes[6,7]. The diagnostic performance of ultrasound (US), both without and with intravenous contrast medium, has been evaluated for more than two decades. Technology advances[8,9] extending implementation have also occurred. More recently, new sonographic techniques, such as elastography, have been put forward for the assessment of disease activity and characterization of IBD-related damage in the setting of Crohn’s disease (CD)[10,11]. Noteworthy, from a clinical point of view particular attention is currently paid to the distinction between IBD activity (inflammation) and IBD-related damage (fibrosis). All the techniques are currently tested also against other intestinal disorders (e.g., rectal tumors, appendicitis)[12-14]. However, only scattered data is available regarding the performance of elastographic techniques in the assessment and characterization of small-bowel disorders. Therefore, the aim of this paper is: (1) to give a comprehensive narrative review of the non-invasive techniques available to date for the assessment of small-bowel disorders, with particular emphasis on IBD; and (2) to summarize the evidence currently available on the use of elastographic techniques in this setting.

LITERATURE SEARCH

A comprehensive MEDLINE search was performed in August 2016, combining the MeSH keywords: inflammatory bowel disease, Crohn's disease, ulcerative colitis, bowel, diagnosis, fibrosis, inflammation, elastography over the period 2010-2016. After the exclusion of non-pertinent articles, all the original papers covering the use of elastography in the setting of small-bowel disorders were selected for the purposes of this review. Select relevant articles concerning the use of other non-invasive techniques have been included in the discussion.

SMALL-BOWEL DISORDERS, INFLAMMATION AND FIBROSIS

In the setting of small-bowel diseases the evaluation of the small-bowel mucosa has long been considered essential for the diagnosis and management of patients during follow-up, especially as regards the monitoring of treatment response. To date the diagnosis of CD is based upon the combination of clinical signs, laboratory tests and the endoscopic evidence of specific lesions in the small bowel and/or other segments of the gastrointestinal system[1]. Biopsy specimens from the ileum and colon assist in the diagnostic process[1]. Endoscopic improvement and/or mucosal healing are considered endpoints for the response-to-treatment assessment along with clinical improvement[15]. Moreover, the clinical course of IBD is often characterized by frequent recurrence/relapse of symptoms, which prompts further investigations and possible changes of the therapeutic strategy[16]. However, the direct visualization of the small-bowel mucosa by means of endoscopic techniques and the sampling of biopsy specimens are often cumbersome and not always technically feasible. Different non-invasive techniques such CT-E, MR-E and ultrasonographic techniques have been validated for the diagnosis and follow-up of small-bowel disorders and are now widely used in clinical practice as an alternative or complement to traditional endoscopy[1,17,18].

It is widely accepted that the development of fibrosis has a major influence on the morbidity of IBD. In CD patients the presence of fibrotic strictures is associated with high rates of hospitalization and surgery[19-21]. The pathogenetic mechanisms responsible for the development of intestinal fibrosis have not been fully elucidated yet[22], but it is widely accepted that bowel wall fibrosis develops as a consequence of a chronic inflammatory process within the tissue, with the subsequent local release of fibrogenic mediators and cytokines[23-25]. The chronic inflammatory activation, typical of CD, is therefore responsible for the increase in extracellular matrix deposition and mesenchymal cell activation[26-28]. The close connection between chronic inflammation and fibrosis in the setting of CD enforces the concept that the different CD phenotypes are the expression of a progressively accumulating bowel damage, rather than the result of different pathogenetic pathways[19,21,29].

In the setting of CD-related lesions, for patient management purposes it helps to estimate the relative proportion of inflammatory vs fibrotic tissue, by considering the different prognosis and therapeutic options associated with the presence of a fibrotic stricture as compared to an inflammatory process[19]. The balance between fibrotic and inflammatory processes within the bowel tissue of patients with IBD has been extensively studied in pathological series, which have showed the coexistence of acute/chronic inflammatory infiltrate and bowel wall fibrosis in CD surgical specimens[8,10,30,31]. The opportunity of assessing the relative proportion of inflammatory vs fibrotic tissue within an affected bowel wall represents a major step towards the non-invasive evaluation of CD, on consideration that the presence of fibrosis in the affected tissue negatively influences the response to biological treatment and, therefore, leads to endoscopic or surgical treatment[16,19,32].

Some of the non-invasive techniques already available for the diagnosis of intestinal disorders (US, contrast-enhanced US, CT, MR) have been tested for their ability to discriminate between inflammatory and fibrotic tissue in the small-bowel wall of patients with IBD, with promising results especially as concerns MR techniques[2-8,31,33]. In this scenario, the development of new techniques, such as elastography, for the evaluation of inflammatory vs fibrotic tissue changes in small-bowel segments, has been welcomed as a potentially major breakthrough.

PRINCIPLES OF ELASTOGRAPHY

Elastography is a non-invasive method developed to assess the mechanical properties of a tissue, in particular its stiffness[34,35]. To date, a range of elastographic technologies is available and marketed (Table 1). Strain elastography is able to provide the quantitative imaging of strain and elastic modulus distributions in soft tissues: by exerting tissue compression, the strain profile along the transducer axis is calculated and then converted to an elastic modulus profile based on the measurement of the stress applied[35]. Usually, strain imaging or ultrasound elasticity imaging (UEI) defines the technique whereby the tissue deformation is produced by pressing on the tissue with an ultrasound transducer (external force) and then recorded along with real-time US images[35]. Different techniques applying a combination of static or dynamic deformations to internal or external forces, have been explored[34,36] ending with the current application of strain elastography - with pressure being applied manually[37] or by cardiovascular pulsation[38] - to several fields of clinical medicine, including breast lesions characterization[39]. A recently developed elastographic method is Acoustic Radiation Force Impulse (ARFI) imaging, which targets ultrasound beam pulses to deform a chosen tissue area[40]. Its application has been validated mainly in the liver setting[41,42], with promising results for kidney[43] and thyroid diseases as well. If the disturbance/deformation induced by the mechanical excitation of the tissue is measured as the velocity of an induced shear wave, the technique is labelled shear wave elastography (SWE, which uses ARFI technology) or transient elastography, the latter being a technology not developed for imaging[40,44]. The successful application of elastography in various clinical scenarios is consistent with the concept that normal and pathologic tissues have different mechanical properties, mainly due to the altered balance of normal, fibrotic and/or inflammatory tissue components. Because of this, the elastographic techniques, particularly UEI and shear wave elastography, have been put forward as useful tools for the assessment of intestinal fibrosis in CD: their use has been evaluated in preliminary studies on animal models (Table 2) and some feasibility studies on human subjects (Table 3)[10,11,45-49].

Table 1 Summary of the technical features of the various elastographic techinques.
TechniquePhysical characteristic measuredExcitation method
Strain elastography/UEIStrainManual compression (operator pressure, cardiovascular pulse, breathing movements)
ARFI imagingStrainAcoustic radiation force impulse
Shear wave elastographyShear wave speedAcoustic radiation force impulse
Point-shear wave speed measurement
Shear wave speed imaging
Transient elastographyShear wave speedControlled external vibration
Table 2 Summary of the feasibility studies on elastography in animal models.
Ref.SubjectsResults
Kim et al[11], 2008Animal model (rats)TechniqueStrain difference of normal colon vs affected left colon P < 0.0002
6 Left-sided chronic colitides (from TNBS)Strain elastography (UEI)
5 controlsComparisonSignificant correlation between Young’s modulus and strain r = 0.67, P < 0.0005
Direct mechanical measurement, Histology
Stidham et al[10], 2011Animal model (TNBS rats)TechniqueStrain values:
5 acute colitidesStrain elastography (UEI)controls vs acute inflammation P = 0.015,
5 chronic fibrosisComparisoncontrols vs chronic fibrosis P = 0.001,
5 controlsHistologyacute inflammation vs chronic fibrosis P = 0.037
Strain ratio:
acute inflammation vs chronic fibrosis P = 0.030
Dillman et al[45], 2013Animal modelTechniqueSW velocity ratio:
6 acute colitidesShear wave elastography (Shear wave speed imaging)AUROC curve for differentiating fibrosis from inflammation 0.971
8 chronic colitides/fibrosis
3 controlsComparison
Histology
Table 3 Studies assessing the utility of elastography in intestinal diseases.
Ref.SubjectsOutcomes
Stidham et al[10], 20117 CD patients with stricturing diseaseTechniqueStrain values:
Strain elastography (UEI)Correlation with Young’s modulus r = -0.81
ComparisonSignificant difference between stenotic tissue and unaffected proximal tissue P = 0.0008
Direct mechanical measurement, Histology
Dillman et al[46], 201417 Human intestinal surgical specimens (from subjects with known or suspected IBD)TechniqueDifference in SW speed between low and high fibrosis
Shear wave elastography (point SW speed measurement and SW speed imaging)With point SW speed measurement, P = 0.004, AUROC = 0.91
ComparisonWith SW speed imaging P = 0.049 AUROC = 0.77
HistologyNo difference in mean SW speed between low and high inflammation
Havre et al[50], 2014Human intestinal surgical specimensTechniqueUEI able to discriminate between adenoma and adenocarcinoma/CD, not between adenocarcinoma and CD
Strain elastography (UEI)
16 CDComparisonReproducibility:
18 adenocarcinomaHistologySR: intraobserver correlation rho = 0.47-0.82
4 adenomasVisual categorical score: interobserver agreement k = 0.38
VAS: interobserver correlation Pearson’s r = 0.55, P = 0.002
Baumgart et al[47], 201510 CD patients elected for surgeryTechniqueHigher strain values in affected vs unaffected bowel (P < 0.001)
Strain elastography (UEI)
ComparisonGood ICC among pre-, intra- and post-operative strain measurements (0.830 in affected segments)
Direct mechanical measurement,
HistologyAssociation between strain measurements and
internal muscularis mucosae and muscularis propria width (P = 0.044 and 0.012)
histologic fibrosis score (P < 0.001)
Fraquelli et al[49], 201523 CD patients elected for surgeryTechniqueInterrater agreement: color scale (ICC 0.90) and SR (ICC 0.78)
Strain elastography (UEI)
20 CD controlsComparisonCorrelation between SR and severity of bowel fibrosis P < 0.0001 but not with inflammation scores
Histology
AUROC curve for prediction of severe fibrosis 0.917 (95%CI: 0.788-1.000)
Fufezan et al[48], 201514 pediatric CD patients (48 bowel segments)TechniqueCorrelation between:
Strain elastography (UEI)UEI “inflammatory type” and complications
ComparisonUEI “inflammatory” and “fibrotic” type and CRP
US signs and Clinical DataUEI “inflammatory type” and ESR
UEI and bowel wall thickness and stratification
ELASTOGRAPHY FOR THE ASSESSMENT OF INTESTINAL FIBROSIS
Strain elastography

Kim et al[11] provided the first data on the performance of strain elastography/UEI in the setting of intestinal disorders in an animal model. In this preliminary study, 6 rats intrarectally administered with 2,4,6-trinitrobenzenesulfonic acid (TNBS) were used as an animal model of left-sided colitis and fibrosis. Strain measurement was performed in vivo by UEI with the aid of a laboratory-designed deformation device fixed to the transducer in order to exercise a uniform displacement. After euthanasia the mechanical properties of the bowel wall were measured directly by means of a specific elastometer device[11]. Interestingly, the data showed a significant difference between the strain measurements of the healthy colons (5 controls and 6 proximal colons of TNBS rats) and the affected left colons and between the correspondent values of Young’s modulus computed with direct elastometry, this confirming the hypothesis of an association between the degree of involvement in a chronic inflammatory/fibrotic process and tissue stiffness. Overall, the correlation coefficient between Young’s modulus and strain was highly significant, suggesting the good accuracy of UEI in the indirect assessment of tissue stiffness. Not long after these preliminary data, a similar study by the same group confirmed a significant correlation between UEI results and the direct measurement of bowel wall stiffness after surgical resection in a small group of patients with stricturing CD. This proved the ability of UEI to discriminate between healthy bowel and fibrotic tissue[10]. For the first time, the data from an animal model generated the hypothesis that UEI would be able to discriminate between inflammatory and fibrotic tissue[10]. In another study, Havre et al[50] performed UEI on a series of resected surgical specimens (16 CD, 18 adenocarcinomas and 4 adenomas). Tissue stiffness was assessed through 3 different methods: (1) a visual categorical score already described for pancreatic lesions[51]; (2) a visual analog scale (VAS) ranging from 0 to 100 (with 50 representing equal stiffness to the surrounding tissue, < 50 lower and > 50 higher stiffness); and (3) the strain ratio (SR), calculated as the ratio between the mean strain in reference tissue surrounding the lesions and the mean strain in the lesion. The results of the strain assessment were then compared to the final diagnosis by histology, showing the significant difference in stiffness of adenoma vs adenocarcinoma and CD, with visual categorical scores, VAS and SR, but not so strong results as concerns the differentiation of adenocarcinoma vs CD, probably because of the relevant distribution of fibrosis in both lesions, which affected tissue stiffness in the same way[50]. Nonetheless, this study provided important information about the reproducibility of strain elastography, considering that two independent operators showed a fair inter-observer agreement for the categorical score (Kappa value 0.38) and a good correlation between the operators for the VAS evaluation (Pearson’s r = 0.55, P = 0.002), while a moderate-to-good correlation was found between the separate intra-observer SR measurements (Spearman’s Rho 0.47 to 0.82).

Baumgart et al[47] performed UEI strain assessment in 10 patients with CD and elected for surgery, and compared the strain values with direct tensiometry and histology after surgery. The strain measurement was performed with the aid of a built-in press guide function assessing the compression adequacy of the probe in order to allow for the same amount of compression and to obtain values of the strain per se, the same way as in the previous studies. The results confirmed the concept that the bowel segments affected by CD show a significantly higher strain than those unaffected (mean ± SD, 169.0 ± 27.9 vs 43.0, 6, 25.9 and P = 0.001). This was also confirmed by the direct measurement of tissue stiffness[47]. Moreover, the comparison with histologic features showed the correlation between strain differences and histologic signs of fibrosis, such as collagen deposits or muscular fibers. However, the possible influence of inflammatory tissue changes was not fully explored in these patients[47].

A study carried out by our group[49] aimed to assess the in-vivo performance of strain elastography in predicting bowel fibrosis and discriminating between inflammation and fibrosis (Figure 1). UEI was performed on 23 CD patients with ileal or ileocolonic disease, elected for surgical resection, and on 20 controls (uncomplicated CD patients). Strain assessment was performed with 2 methods: (1) a semi-quantitative visual color scale; and (2) SR measurement. The SR was calculated in the same way as in the Havre study[50], with the mesenchimal tissue surrounding the affected bowel wall chosen as the reference tissue. The results showed that the SR values, but not the color scale values, were significantly correlated with the severity of fibrosis at both semiquantitative and quantitative histologic image analysis: SR showed excellent ability to discriminate severe bowel fibrosis (AUROC curve: 0.917; 95%CI: 0.788-1.000), with evidence of no influence of the histologic degree of inflammation on SR at multivariate analysis[49].

Figure 1
Figure 1 Upper left quadrant: Ultrasound image of the thickened terminal ileum of a Crohn’s disease patient, with a narrowed lumen and surrounding mesenteric tissue. Upper right quadrant: Appearance of the same ileal segment with strain elastography. Regions of interest (ROIs) can be selected for the quantitative assessment of the strain ratio (see text). Lower quadrant: Strain values of ROI 1 (mesenteric tissue) and ROI 2 (ileal wall) plotted over time for the software to calculate the mean strain ratio (adapted from Fraquelli et al[49]).

Later, Fufezan et al[48] tried to evaluate the role of strain elastography in the setting of pediatric Crohn’s disease, with the aim of widening the range of non-invasive methods to avail. In their study these authors examined 48 bowel segments of 14 pediatric CD patients, and attempted to develop a visual classification of bowel wall appearance at UEI (remission bowel, inflammatory wall and fibrotic wall) and to correlate it with clinical and US features. The results suggested some correlation between different UEI visual patterns and US and clinical signs of disease activity or complications. However, these preliminary results were not compared to histology or stratified for types of current therapy, thus requiring validation in a large prospective study[48].

Shear wave elastography

As regards shear wave (SW) speed techniques, Dillman et al[45] focused on SW speed imaging. The data from an animal model of acute and chronic colitis showed that shear wave speed measurement was significantly higher in the fibrosis cohort than in the acute inflammation one at different amounts of strain applied (0% and 30%, P = 0.047 and 0.02 respectively). The AUROC curve of the SW speed ratio (mean SW speed/applied strain) for differentiating fibrotic from inflamed bowel was 0.971, which is an excellent result (derived though from small numbers) suggesting the successful application of this technique in the clinical setting[45]. In another study the same group applied shear wave elastographic techniques (both point shear wave speed measurement and shear wave speed imaging) on 17 human resected bowel specimens and showed that these techniques were able to discriminate tissue with high vs low degree of fibrosis as histologically assessed, while no significant correlation was observed between the SW speed and the degree of inflammation[46]. Moreover, the data from this study could offer no information on the ability of SW elastographic techniques to discriminate between inflammation and fibrosis[46]. To date, no other studies are available on the applicability of SW elastography in the setting of IBD.

Role of elastography in other intestinal disorders

Elastography has been proposed as a diagnostic tool for various intestinal disorders. As far as the endoscopic use of elastography is concerned, only strain elastography is currently available for use with endoscopic devices. A pilot study on trans-rectal endoscopic UEI in IBD showed that the SR values of the rectal bowel wall were significantly different not only between CD patients and controls, but also between ulcerative colitis and CD patients, thus pointing to the possible role of elastography in differentiating between colonic CD and ulcerative colitis[52].

Some studies in the field of colonic diseases have shown that elastography is feasible and reproducible[53] especially as regards the differentiation between rectal adenomas and adenocarcinomas, where it has showed a level of accuracy superior to endoscopic ultrasound and MR[13,14,54]. However, not only further evidence but also further technological advancements are needed before elastography can be routinely applied to the diagnosis of malignant intestinal lesions, and also preliminary data on the application of this technique for the diagnosis of gastrointestinal stromal tumors seem to suggest the same[55].

A single study has recently evaluated the performance of SW elastography towards the diagnosis of appendicitis: the data from 30 patients with appendicitis and 11 controls showed that SW can differentiate between a normal and inflamed appendix (Sn 93%, Sp 100% considering a 12.5 kPA cut-off), but not better than CT[12].

Possible limitations of the application of elastography in small-bowel diseases

As some authors[49,56] have already pointed out, the performance of bowel elastography in routine clinical practice shows some limitations. First of all, due to the technical characteristics of this technology, which was developed as an add-on to routine ultrasonography devices, it is not possible to obtain a complete view of all the bowel segments, as opposed to cross-sectional imaging techniques. This feature limits the application field of elastography to selected bowel segments (i.e., terminal ileum, caecum). Moreover, the transabdominal strain imaging techniques have to deal with potential errors owed to peristaltic bowel movements, which are not present in the other anatomical sites where these techniques are widely validated (i.e., thyroid, breast), even though some software available on the market offers movement correction filters to minimize such an interference[49].

On the other hand, the non-invasivity of these techniques and the low cost of their application in clinical practice (limited to the installation of specific software in the already deployed US equipment) are likely to exceed the possible limitations.

CONCLUSION

Despite the small sample sizes of the available studies, elastography has showed extremely promising results in the field of intestinal diseases, especially as concerns IBD. The newest European recommendations for gastrointestinal US have stated that elastography “can be used to evaluate the stiffness of a patient’s pathological thickened bowel”[57]. Validating the strain elastography technique in larger cohorts is needed in order to confirm its very promising results, especially as regards its prognostic value and possible role as a predictor of the response-to-treatment of CD patients. The SR calculation task seems to be easy to approach in clinical practice against the consideration that direct strain measurements can be performed only if the external pressure exerted on the tissue is known and stable, which is per se technically difficult and has requested the use of mechanical devices or probe stabilizers in previous studies[10,11,47]. As regards SW elastography, the technical characteristics of this method would theoretically overcome some of the limitations typical of strain elastography, making it a simpler and more reproducible tool. However, the currently available data on its usefulness for bowel diseases is scattered and further validation is needed before SW elastography can be considered a reliable method for the assessment of disease severity in IBD patients. To date, there are no studies that directly compare the performance of elastography with MR imaging, which is the cross-sectional technique that is so far the most accurate in detecting bowel wall fibrosis. It should be pointed out that MR techniques have shown excellent accuracy in this field but are surely less available and more time-consuming than an elastographic evaluation in the context of a routine US examination. MR techniques also present contraindications and side effects when there is use of intravenous contrast medium.

The overall simplicity and feasibility of elastography lead to expect further developments including the broadening of the fields of application for these techniques.

Footnotes

Manuscript source: Invited manuscript

Specialty type: Gastroenterology and hepatology

Country of origin: Italy

Peer-review report classification

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P- Reviewer: Caboclo JLF, Tarnawski AS, Meshikhes AW, Xu G S- Editor: Gong ZM L- Editor: A E- Editor: Wang CH

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