Literature DB >> 28101306

Essential role of small bowel capsule endoscopy in reclassification of colonic inflammatory bowel disease type unclassified.

Sara Monteiro1, Francisca Dias de Castro1, Pedro Boal Carvalho1, Bruno Rosa1, Maria João Moreira1, Rolando Pinho1, Miguel Mascarenhas Saraiva1, José Cotter1.   

Abstract

AIM: To evaluate the role of small bowel capsule endoscopy (SBCE) on the reclassification of colonic inflammatory bowel disease type unclassified (IBDU).
METHODS: We performed a multicenter, retrospective study including patients with IBDU undergoing SBCE, between 2002 and 2014. SBCE studies were reviewed and the inflammatory activity was evaluated by determining the Lewis score (LS). Inflammatory activity was considered significant and consistent with Crohn's disease (CD) when the LS ≥ 135. The definitive diagnosis during follow-up (minimum 12 mo following SBCE) was based on the combination of clinical, analytical, imaging, endoscopic and histological elements.
RESULTS: Thirty-six patients were included, 21 females (58%) with mean age at diagnosis of 33 ± 13 (15-64) years. The mean follow-up time after the SBCE was 52 ± 41 (12-156) mo. The SBCE revealed findings consistent with significant inflammatory activity in the small bowel (LS ≥ 135) in 9 patients (25%); in all of them the diagnosis of CD was confirmed during follow-up. In 27 patients (75%), the SBCE revealed no significant inflammatory activity (LS < 135); among these patients, the diagnosis of Ulcerative Colitis (UC) was established in 16 cases (59.3%), CD in 1 case (3.7%) and 10 patients (37%) maintained a diagnosis of IBDU during follow-up. A LS ≥ 135 at SBCE had a sensitivity = 90%, specificity = 100%, positive predictive value = 100% and negative predictive value = 94% for the diagnosis of CD.
CONCLUSION: SBCE proved to be fundamental in the reclassification of patients with IBDU. Absence of significant inflammatory activity in the small intestine allowed exclusion of CD in 94% of cases.

Entities:  

Keywords:  Capsule endoscopy; Crohn’s disease; Inflammatory bowel disease; Inflammatory bowel disease type unclassified; Lewis score; Reclassification

Year:  2017        PMID: 28101306      PMCID: PMC5215117          DOI: 10.4253/wjge.v9.i1.34

Source DB:  PubMed          Journal:  World J Gastrointest Endosc


Core tip: This is a retrospective study to evaluate the role of small bowel capsule endoscopy (SBCE) on the reclassification of colonic inflammatory bowel disease type unclassified (IBDU). The SBCE revealed findings consistent with significant inflammatory activity in the small bowel, Lewis score (LS) ≥ 135, in 9 patients (25%); in all of them the diagnosis of Crohn’s disease (CD) was confirmed during follow-up. In 27 patients (75%) without significant inflammatory activity (LS < 135), the diagnosis of ulcerative colitis was established in 16 cases (59.3%), CD in 1 case (3.7%) and 10 patients (37%) maintained a diagnosis of IBDU during follow-up.

INTRODUCTION

The differential diagnosis of Crohn’s disease (CD) and ulcerative colitis (UC) relies on a combination of clinical, analytical, imaging, endoscopic and histologic data[1,2]. In 5% of patients with inflammatory bowel disease limited to the colon is not possible to establish a definitive diagnosis into CD or UC[3]. In 1978, Price introduced the concept of indeterminate colitis to describe cases in which colonic resections had been undertaken for chronic inflammatory bowel disease but a definitive diagnosis of either of UC and CD was not possible[4]. In 2005, the Montreal Working Party proposed that the term “indeterminate colitis” should be reserved for patients in whom surgical specimen is available and the term “colonic IBD type unclassified” (IBDU) for patients with no surgical specimen available and for whom the endoscopy is inconclusive and histology reveals chronic inflammation with absence of definite diagnostic features of either CD or UC[5]. Actually, for most patients, IBDU represents a temporary diagnosis, as it has been estimated that 80% of them will be reclassified to either CD or UC within 8 years[6]. The correct diagnosis of inflammatory bowel disease is extremely important to define prognosis, therapeutic orientation and surgical intervention[7,8]. Since Small Bowel Capsule Endoscopy (SBCE) enables a direct endoscopic visualization of throughout the small intestine with higher diagnostic yield compared to conventional endoscopy or imaging studies[9,10], it may be expected to contribute for the reclassification of IBDU. We report a multicenter study that aimed to evaluate the role of SBCE to reclassify patients with IBDU.

MATERIALS AND METHODS

We performed a multicenter study including consecutive patients undergoing SBCE between 2002 and 2014 for IBDU, ASCA negative/pANCA negative. All patients had undergone an ileocolonoscopy prior to SBCE. Inclusion criteria were as follows: Patients with clinical features of chronic IBD, without previously known small bowel involvement, in whom endoscopic type and/or distribution of lesions did not allow a definite diagnosis of CD or UC, microscopy indicating active and patchy transmucosal chronic inflammation with minimal or moderate architectural distortion and absence of unequivocal diagnostic features for either CD or UC, after exclusion of infectious colitis[5]. Subjects were excluded from entering the study if they had nonsteroidal anti-inflammatory drugs intake within 4 wk prior to capsule endoscopy[11], clinical or imaging evidence of bowel stenosis or occlusion, or a follow-up of less than 12 mo. Patients underwent SBCE with PillCam® SB1/SB2/SB3 (Given® Imaging, Yoqneam, Israel), Endocapsule® (Olympus Medical Systems Corporation, Tokyo, Japan) or Mirocam® (Intromedic Co., Ltd., Seoul, South Korea) receiving a clear liquid diet the day before capsule ingestion and an overnight 12 h fast. No bowel purge was administered prior to capsule ingestion. SBCE videos were reviewed by two experienced gastroenterologists in each center. In case of disagreement, the findings were reviewed by investigators until a consensus was reached. Inflammatory activity was objectively assessed by determining the Lewis score (LS)[12]. Inflammatory activity was considered significant and consistent with CD when the LS ≥ 135[13]. The mean, SD, and range were calculated for continuous data. Categorical data analysis was conducted using the Fisher exact test. Data analysis was performed using SPSS version 20.0 (IBM, Armonk, New York, United States). Test characteristics were determined using a 2 × 2 table and calculating the sensitivity, specificity, positive predictive value and negative predictive value. Statistical significance was considered when the P value was less than 0.05.

RESULTS

A total of 36 consecutive patients with IBDU underwent SBCE procedures between October 2002 and August 2014, with a mean follow-up before the exam of 30 mo (1-108 mo). The mean age of patients at the time of diagnosis of IBDU and at time of SBCE was 33 years and 36 years, respectively, with 58% being of female gender. Table 1 summarizes the demographic and clinical characteristics of the study population. The capsule was ingested without difficulty by all of the 36 subjects. There were no cases of capsule retention or reported adverse events in any of the subjects included in this study.
Table 1

Demographics and clinical characteristics of the inflammatory bowel disease type unclassified patients

No. of patients, n (%)36 (100)
Gender
Female21 (58.3)
Male15 (41.7)
Age (yr) (mean ± SD) at diagnosis33.2 ± 13.1 (15-64)
Age (yr) (mean ± SD) at SBCE35.9 ± 13.3 (18-64)
Device (no. patients), n (%)
PillCam® SB113 (36.1)
PillCam® SB216 (44.4)
PillCam® SB31 (2.8)
Mirocam®5 (13.9)
Endocapsule®1 (2.8)
Gastric transit time (min)38.6 ± 44.7 (2–257)
Small bowel transit time (min)290.4 ± 101.5 (52-480)
Incomplete SBCE1 (2.8)
Capsule retention0
Follow-up (mo) before SBCE30.2 ± 29.9 (1-108)
Follow-up (mo) after SBCE51.9 ± 40.5 (12-156)

IBDU: Inflammatory bowel disease type unclassified; SB: Small bowel; SBCE: Small bowel capsule endoscopy.

Demographics and clinical characteristics of the inflammatory bowel disease type unclassified patients IBDU: Inflammatory bowel disease type unclassified; SB: Small bowel; SBCE: Small bowel capsule endoscopy. A complete small-bowel examination was achieved in 97.2% of studies. The mean follow-up after SBCE was 52 mo (12-156 mo). At the moment of SBCE thirty four patients had clinically active disease and received anti-inflammatory treatment, as summarized in Tables 2 and 3. SBCE revealed small bowel lesions in 13 of patients (36.1%) and 23 (63.9%) patients had no lesions detected on SBCE. The distribution of the lesions in the small intestine were as follows: Two patients had multiple ulcerations (n ≥ 8) throughout the entire small bowel, 1 patients had ulcerations in first and second tertiles, 1 patient had ulcerations only in the second tertile, 5 patients had multiples ulcerations in the third tertile. In 4 patients the capsule revealed subtle findings of focal edema in a single short segment of the small bowel (Table 2).
Table 2

Clinical characteristics and outcome of the patients with positive small bowel capsule

CaseSexAgeSBCE FindingsLSTreatment pre-SBCETreatment post-SBCEDiagnostic at follow-up
1F38Multiple jejuno-ileal ulcerations14045ASA5 ASA + AZTCD
2F18Ulcer (n = 1) and edema of 3° tertile143AZTAnti-TNFCD
3M23Ulcer (n = 1) and edema of 3° tertile1435ASA5ASACD
4F20Ulcerations (n = 2) and edema of 3° tertile2335ASA5ASACD
5F33Ulcer (n = 3) of 2° tertile2255ASA5ASACD
6F19Multiple ulcerations and edema of 3° tertile9085ASAAZTCD
7M60Focal edema of 1° tertile8No treatment5ASAUC
8M22Multiple jejuno-ileal ulcerations20805ASA5ASA + AZTCD
9F32Multiple ulcerations and edema of 3° tertile9085ASAAZTCD
10F27Focal edema of 3° tertile8Prednisoloneanti-TNFUC
11F47Focal edema of 2° tertile85ASA5ASAUC
12F31Ulceration and edema of 1° (n = 5) and 2° tertile (n = 6)8795ASA+PrednisoloneAZTCD
13M44Focal edema of 3º tertile85ASA5ASAUC

5ASA: Mesalamine; anti-TNF: Anti-tumor necrosis factor drug; AZT: Azathioprine; CD: Crohn’s disease; SBCE: Small bowel capsule endoscopy; LS: Lewis score; UC: Ulcerative colitis.

Table 3

Clinical characteristics and outcome of the patients with negative small bowel capsule

CaseSexAgeTreatment pre-SBCETreatment post-SBCEDiagnostic at follow-up
1M455ASA5ASAIBDU
2F15Prednisolone, 5ASA5ASAUC
3F27AZT, 5ASAAZTUC
4F265ASA5ASAUC
5M315ASA5ASAIBDU
6F345ASA5ASAIBDU
7M215ASA5ASAIBDU
8F225ASA5ASA, AZTIBDU
9F565ASA5ASAUC
10F27AZT, anti-TNFAZT, anti-TNFUC
11F305ASA5ASAUC
12M245ASA5ASACD
13M495ASA5ASAUC
14M435ASA5ASAUC
15F305ASA + AZTAnti-TNFIBDU
16M245ASA5ASAUC
17F205ASA5ASAUC
18M555ASA5ASAIBDU
19F315ASA5ASA, AZT, Anti-TNFUC
20F485ASA5ASA, AZTIBDU
21M645ASA5ASAUC
22M44No treatment5ASAIBDU
23M535ASA5ASAIBDU

5ASA: Mesalamine; anti-TNF: Anti-tumor necrosis factor drug; AZT: Azathioprine; CD: Crohn’s disease; IBDU: Colonic inflammatory bowel disease type unclassified; SBCE: Small bowel capsule endoscopy; UC: Ulcerative colitis.

Clinical characteristics and outcome of the patients with positive small bowel capsule 5ASA: Mesalamine; anti-TNF: Anti-tumor necrosis factor drug; AZT: Azathioprine; CD: Crohn’s disease; SBCE: Small bowel capsule endoscopy; LS: Lewis score; UC: Ulcerative colitis. Clinical characteristics and outcome of the patients with negative small bowel capsule 5ASA: Mesalamine; anti-TNF: Anti-tumor necrosis factor drug; AZT: Azathioprine; CD: Crohn’s disease; IBDU: Colonic inflammatory bowel disease type unclassified; SBCE: Small bowel capsule endoscopy; UC: Ulcerative colitis. Nine patients (25%) had inflammatory lesions considered significant (LS ≥ 135) and consistent with a diagnosis of CD (Table 2). In 4 of those patients (44.4%) a subsequent ileocolonoscopy showed, by this occasion, lesions compatible with CD in the terminal ileum and histology of colonic lesions was unspecific. In the remaining 5 patients (55.6%), the histology of colonic lesions was unspecific and ileoscopy detected no lesions. In 27 patients (75%), the SBCE revealed no significant inflammatory activity (LS < 135). Among these patients, no lesion was detected in 23 patients and subtle lesions were found in 4 cases (Tables 2 and 3). One patient (4.3%) with no lesions at SBCE had on follow-up a subsequent ileoscopy which revealed lesions compatible with CD (Table 3). In 12 of 23 patients (52.2%) with no lesions at SBCE, a diagnosis of UC was established on follow-up, on average 38.3 mo after SBCE (Table 3). Four patients (25%) with a final diagnosis of UC had subtle lesions (focal edema) on SBCE (Table 2). In all of these patients the endoscopic and histological findings were consistent with the diagnosis of UC, which remained in clinical and analytical remission on follow-up. Ten patients (27.8%) remained with a diagnosis of IBDU after a mean follow-up of 42 mo (Table 3). Considering the endoscopic criterion of significant inflammatory activity to predict a diagnosis of CD, using a cut-off for LS ≥ 135[13], it would result in no false positive and only one false negative examinations, corresponding to a sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) of 90%, 100%, 100% and 94%, respectively. In 6 of 9 patients (66.7%) with significant inflammatory activity detected in SBCE, the treatment during the follow-up was escalated to immunosuppressive drugs or biological therapy (Table 2). In 3 of 16 (18.8%) patients with a definitive diagnosis of UC and in 4 of 10 (40%) patients who remained with a diagnosis of IBDU on follow-up, a new IBD medication was introduced during the follow-up. The start of treatment with thiopurines and/or biologics in patients who were previously naïve to those medications occurred in 6/9 (66.7%) vs 5/27 (18.5%) patients with or without significant inflammatory activity detected at the SBCE, respectively (P = 0.012).

DISCUSSION

Ileocolonoscopy remains the first line exam to achieve the diagnosis in patients with suspected IBD[14]. Nonetheless, ileocolonoscopy can miss CD and result in false negative results due to skip lesions throughout the terminal ileum[15]. Upper endoscopy, SBCE, computed tomography enterography (CTE) and magnetic resonance enterography (MRE) can provide important information and may be useful to establish a definitive diagnosis[14]. In patients with suspected CD and negative ileocolonoscopy findings, recent European guidelines recommends SBCE as the next diagnostic exam for small bowel investigation, in the absence of obstructive symptoms or known stenosis[11]. SBCE has proven its superiority in identifying inflammatory lesions consistent with the diagnosis of CD in the small intestine when compared to CTE[9,16] or MRE[10], thus it has assumed an important role on the evaluation of patients with suspected CD[13,17-19], having a high negative predictive value for the absence of significant inflammatory activity[13]. However, there is still limited evidence for the role of SBCE in patients with IBDU[11]. Most studies[20-22] used the non-validated diagnostic criteria for small-bowel CD proposed by Mow et al[23] (presence of more than three ulcerations). Meanwhile, two scoring systems have been developed to standardize the quantification of inflammatory activity in the small bowel. The Capsule Endoscopy Crohn’s Disease Activity Index (CECDAI) is based on evaluation of the following parameters: Inflammation, extent of disease and presence of a stricture, while the LS evaluates villous appearance, ulcers and strictures[12]. The LS has shown a better performance than the CECDAI at describing small-bowel inflammation[24]. Indeed, LS has been shown a strong interobserver agreement for the determination of the inflammatory activity, and it is validated for the reporting small-bowel inflammatory activity[25,26]. In our study, the findings revealed by SBCE were consistent with a diagnosis of CD, based upon LS ≥ 135, in 9 of 36 (25%) of the subjects with IBDU, which is in line with the 16%-50% range described in other previous series[20-22,27-29]. An even higher percentage has been reported in pediatric patients[14]. In the present study, 4 patients (25%) with final diagnosis of UC had subtle small bowel lesions, such as focal edema, without a significant inflammatory activity, LS < 135, and with clinical and analytical remission during follow-up. Indeed, previous studies already reported a significantly higher frequency of small-bowel lesions in UC patients as compared with that in the control healthy volunteers[30]. The significance of the presence of these lesions and the possible risk of misdiagnosis is still indeterminate[31]. Although a negative SBCE study did not allow to definitely exclude a future diagnosis of small bowel CD, as further investigation and biopsies on follow-up led to a diagnosis of CD in one patient, the absence of significant inflammatory activity (LS < 135) in the small intestine actually allowed exclusion of CD in 94% of cases. Based on our findings, SBCE may lead to reclassification of disease from suspected IBDU to definitive CD in 25% of cases. Furthermore, treatment with thiopurines and/or biologics was initiated more often in patients with significant inflammatory activity detected on SBCE (66.7% vs 18.5%, P = 0.012). This association suggests that capsule findings may be helpful in the clinical management of these patients, as already been proven in other series[28,32-34]. There are some limitations of this study, including its retrospective design, a limited number of subjects, and no direct comparison of SBCE with alternative small bowel diagnostic imaging, however, the last was not an aim of this study. Nevertheless, to our knowledge this is one of the studies with larger number of patients included to evaluate this particular issue[20-22,27-29]. There are no definite diagnostic criteria for IBDU, as it must be considered a provisional diagnosis until more information (clinical, endoscopic, radiologic or pathologic ) or data on follow-up enable a definitive reclassification[35]. Mucosal biopsy samples before treatment can be useful to distinguish UC from CD, but this distinction is based primarily on the pattern, type and location (distribution) of the disease, rather than specific histological features, for which there is much overlap between the two diseases[36]. Therefore, SBCE has a valuable role in the reclassification of patients with IBDU, may also contribute to establish the strategy for clinical management, and should be performed in the undefined diagnosis, which IBDU represents, in order to contribute to a definite diagnosis.

COMMENTS

Background

Colonic inflammatory bowel disease type unclassified (IBDU) is defined as a chronic idiopathic inflammatory bowel disease limited to the colon, whose combination of clinical, analytical, imaging, endoscopic and histological elements does not allow a differential diagnosis between Crohn’s disease (CD) and ulcerative colitis.

Research frontiers

In patients with suspected CD and negative ileocolonoscopy findings, small bowel capsule endoscopy (SBCE) is the next diagnostic exam for small bowel investigation, in the absence of obstructive symptoms or known stenosis. Since SBCE enables a direct endoscopic visualization of throughout the small intestine, it may be expected to contribute for the reclassification of IBDU. However, the role of SBCE in IBDU has not been clearly established. In this study, the authors evaluate the role of SBCE on the reclassification of IBDU.

Innovations and breakthroughs

In this study, inflammatory activity on SBCE was objectively assessed by determining the Lewis score (LS). SBCE lead to reclassification of disease from IBDU to definitive CD in 25% of cases. Although a negative SBCE study did not allow to definitely exclude a future diagnosis of small bowel CD, as further investigation and biopsies on follow-up led to a diagnosis of CD in one patient, the absence of significant inflammatory activity (LS < 135) in the small intestine actually allowed exclusion of CD in 94% of cases.

Applications

This study suggests that SBCE is useful in the reclassification of patients with IBDU. Facing a patient with IBDU, a SBCE should be performed in order to diagnosis or exclude a CD.

Peer-review

This manuscript “Essential role of small bowel capsule endoscopy in reclassification of colonic inflammatory bowel disease type unclassified” is well written.
  36 in total

Review 1.  Diagnostic problems and advances in inflammatory bowel disease.

Authors:  Robert Odze
Journal:  Mod Pathol       Date:  2003-04       Impact factor: 7.842

2.  The second European evidence-based Consensus on the diagnosis and management of Crohn's disease: Current management.

Authors:  A Dignass; G Van Assche; J O Lindsay; M Lémann; J Söderholm; J F Colombel; S Danese; A D'Hoore; M Gassull; F Gomollón; D W Hommes; P Michetti; C O'Morain; T Oresland; A Windsor; E F Stange; S P L Travis
Journal:  J Crohns Colitis       Date:  2010-01-15       Impact factor: 9.071

3.  Toward an integrated clinical, molecular and serological classification of inflammatory bowel disease: report of a Working Party of the 2005 Montreal World Congress of Gastroenterology.

Authors:  Mark S Silverberg; Jack Satsangi; Tariq Ahmad; Ian D R Arnott; Charles N Bernstein; Steven R Brant; Renzo Caprilli; Jean-Frédéric Colombel; Christoph Gasche; Karel Geboes; Derek P Jewell; Amir Karban; Edward V Loftus; A Salvador Peña; Robert H Riddell; David B Sachar; Stefan Schreiber; A Hillary Steinhart; Stephan R Targan; Severine Vermeire; B F Warren
Journal:  Can J Gastroenterol       Date:  2005-09       Impact factor: 3.522

Review 4.  A contemporary and critical appraisal of 'indeterminate colitis'.

Authors:  Robert D Odze
Journal:  Mod Pathol       Date:  2015-01       Impact factor: 7.842

5.  Tailoring Crohn's disease treatment: the impact of small bowel capsule endoscopy.

Authors:  José Cotter; Francisca Dias de Castro; Maria João Moreira; Bruno Rosa
Journal:  J Crohns Colitis       Date:  2014-03-14       Impact factor: 9.071

6.  Lewis Score: a useful clinical tool for patients with suspected Crohn's Disease submitted to capsule endoscopy.

Authors:  Bruno Rosa; Maria João Moreira; Ana Rebelo; José Cotter
Journal:  J Crohns Colitis       Date:  2012-01-13       Impact factor: 9.071

7.  Clinical utility of capsule endoscopy in patients with Crohn's disease and inflammatory bowel disease unclassified.

Authors:  Rahul Kalla; Mark E McAlindon; Kaye Drew; Reena Sidhu
Journal:  Eur J Gastroenterol Hepatol       Date:  2013-06       Impact factor: 2.566

8.  Small-bowel capsule endoscopy in patients with suspected Crohn's disease-diagnostic value and complications.

Authors:  Pedro Figueiredo; Nuno Almeida; Sandra Lopes; Gabriela Duque; Paulo Freire; Clotilde Lérias; Hermano Gouveia; Carlos Sofia
Journal:  Diagn Ther Endosc       Date:  2010-08-05

Review 9.  Role of capsule endoscopy in inflammatory bowel disease.

Authors:  Uri Kopylov; Ernest G Seidman
Journal:  World J Gastroenterol       Date:  2014-02-07       Impact factor: 5.742

10.  Initial experience with wireless capsule enteroscopy in the diagnosis and management of inflammatory bowel disease.

Authors:  William S Mow; Simon K Lo; Stephan R Targan; Marla C Dubinsky; Leo Treyzon; Maria T Abreu-Martin; Konstantinos A Papadakis; Eric A Vasiliauskas
Journal:  Clin Gastroenterol Hepatol       Date:  2004-01       Impact factor: 11.382

View more
  6 in total

1.  Capsule endoscopy in Portugal.

Authors:  Bruno Rosa
Journal:  Ann Transl Med       Date:  2017-05

2.  Ischemic or toxic injury: A challenging diagnosis and treatment of drug-induced stenosis of the sigmoid colon.

Authors:  Zong-Ming Zhang; Xiang-Chun Lin; Li Ma; An-Qin Jin; Fang-Cai Lin; Zhuo Liu; Li-Min Liu; Chong Zhang; Na Zhang; Li-Juan Huo; Xue-Liang Jiang; Feng Kang; Hong-Jun Qin; Qiu-Yang Li; Hong-Wei Yu; Hai Deng; Ming-Wen Zhu; Zi-Xu Liu; Bai-Jiang Wan; Hai-Yan Yang; Jia-Hong Liao; Xu Luo; You-Wei Li; Wen-Ping Wei; Meng-Meng Song; Yue Zhao; Xue-Ying Shi; Zhao-Hui Lu
Journal:  World J Gastroenterol       Date:  2017-06-07       Impact factor: 5.742

3.  Dysbiosis and relapse-related microbiome in inflammatory bowel disease: A shotgun metagenomic approach.

Authors:  Gerard Serrano-Gómez; Luis Mayorga; Iñigo Oyarzun; Joaquim Roca; Natalia Borruel; Francesc Casellas; Encarna Varela; Marta Pozuelo; Kathleen Machiels; Francisco Guarner; Severine Vermeire; Chaysavanh Manichanh
Journal:  Comput Struct Biotechnol J       Date:  2021-12-02       Impact factor: 7.271

Review 4.  Balloon-Assisted Enteroscopy and Capsule Endoscopy in Suspected Small Bowel Crohn's Disease.

Authors:  Hsu-Heng Yen; Chen-Wang Chang; Jen-Wei Chou; Shu-Chen Wei
Journal:  Clin Endosc       Date:  2017-09-29

5.  A literature-based approach for curating gene signatures in multifaceted diseases.

Authors:  Mathieu Garand; Manoj Kumar; Susie Shih Yin Huang; Souhaila Al Khodor
Journal:  J Transl Med       Date:  2020-07-10       Impact factor: 5.531

Review 6.  Integrating omics for a better understanding of Inflammatory Bowel Disease: a step towards personalized medicine.

Authors:  Manoj Kumar; Mathieu Garand; Souhaila Al Khodor
Journal:  J Transl Med       Date:  2019-12-13       Impact factor: 8.440

  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.