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Assessment of intestinal luminal stenosis and prediction of endoscopy passage in Crohn’s disease patients using MRI

Abstract

Background

Crohn’s disease (CD) is an inflammatory disease of the gastrointestinal tract. The disease behavior changes over time, and endoscopy is crucial in evaluating and monitoring the course of CD. To reduce the economic burden of patients and alleviate the discomfort associated with ineffective examination, it is necessary to fully understand the location, extent, and severity of intestinal stenosis in patients with CD before endoscopy. This study aimed to utilize imaging features of magnetic resonance enterography (MRE) to evaluate intestinal stenosis in patients with CD and to predict whether endoscopy could be passed.

Methods

MRE data of patients with CD were collected, while age, gender, disease duration, and laboratory test parameters were also gathered. Two radiologists analyzed the images and assessed whether endoscopy could be passed based on the imaging performance. Imaging features of MRE were analyzed in groups based on endoscopy results.

Results

The readers evaluated the imaging performance for 86 patients to determine if endoscopy could be passed and performed a consistency test (compared between two readers k = 0.812, p = 0.000). In the univariate analysis, statistical differences were observed in the degree of T1WI enhancement, thickness of the intestine wall at the stenosis, and diameter of the upstream intestine between the two groups of whether endoscopy was passed. In multivariate logistic regression, the diameter of the upstream intestine was identified to be an independent factor in predicting whether endoscopy was passed or not (OR = 3.260, p = 0.046).

Conclusions

The utilization of MRE signs for assessing the passage of an endoscope through the narrow segment revealed that the diameter of the upstream intestine emerged as an independent predictor of endoscopic passage. Before performing an endoscopy, MRE can aid in evaluating the passage of the endoscope.

Critical relevance statement

This retrospective study explored the imaging features of MRE to evaluate intestinal stenosis in patients with Crohn’s disease and determined that the diameter of the upstream intestine of the stenotic segment was an independent predictor in assessing endoscopic passage.

Key points

• Endoscopy is crucial in evaluating and monitoring the course of Crohn’s disease.

• The diameter of the upstream intestine of the stenotic segment was an independent predictor in assessing endoscopic passage.

• MRE can aid in evaluating the passage of the endoscope in stenotic segments of Crohn’s disease.

Graphical Abstract

Introduction

Crohn’s disease (CD), an inflammatory disease of the gastrointestinal tract, is characterized by chronic and relapsing inflammation of the mucous membrane and transmural lining of the intestine [1]. CD can involve any part of the gastrointestinal tract and is classified into three subtypes based on age, location of disease, and disease behavior (B1 non-stenosis non-penetrating, B2 stenosis, and B3 penetrating) [2]. The disease behavior changes over time, and severe inflammation can lead to fistulas or strictures [3]. However, intestinal stenosis has received limited attention, as it does not correlate well with the severity of the lesion and therapeutic outcome. According to the current European Crohn’s and Colitis Organisation (ECCO) guidelines, the diagnosis and monitoring of Crohn’s disease necessitate a confluence of clinical, imaging, and laboratory findings [4].

Endoscopy is crucial in evaluating and monitoring the course of CD [5, 6]. Endoscopy is typically conducted at the time of initial diagnosis, early on (usually 8–12 weeks after treatment initiation), and in the long term (usually 1 year). Furthermore, endoscopy may be warranted in the event of a significant alteration in the treatment regimen or to rule out active inflammation that may impact treatment choices [7]. However, if the intestinal cavity is narrow and endoscopy is difficult to pass, the examination cannot be performed. In order to alleviate the financial strain on patients and minimize unnecessary discomfort, it is imperative to comprehensively understand the location, extent, and degree of stenosis prior to conducting the endoscopy.

Cross-sectional enterography methods serve as a complement to ileocolonoscopy and can visualize intramural or proximal small bowel inflammation in around 50% of Crohn’s disease patients with normal endoscopic findings [8]. Based on the consensus guidelines [8], computed tomography enterography (CTE) and magnetic resonance enterography (MRE) are endorsed as the predominant imaging modalities for staging and surveillance of Crohn’s disease. MRE is a valuable imaging tool that accurately characterizes the manifestations of intraluminal and extraluminal diseases. MRE is preferred over CTE due to its lack of ionizing radiation [9]. The European Guidelines for the diagnosis and treatment of Crohn’s disease and colitis advocate for the utilization of MRE for the evaluation of intestinal strictures and patency in inflammatory bowel disease [10]. Despite the high prevalence of strictures in Crohn’s disease, there is a paucity of research on the rates of progression and the factors contributing to progression, which are essential for informing clinical decisions in pharmacologic therapy and surgery. Current imaging scoring systems consist of MARIAs, which assesses intestinal thickening, edema, fat creeping, and ulcers, and MEGS, which assesses intestinal wall thickening, diseased intestinal length, pattern and degree of TWI enhancement, and complications. These systems solely evaluate the level of inflammatory activity and do not consider the degree of intestinal stricture [11, 12]. Therefore, the purpose of this study was to utilize MRE features in evaluating intestinal stenosis in patients with CD and predicting whether endoscopy would pass.

Materials and methods

Patient selection and data collection

A retrospective analysis was conducted on patients diagnosed with CD at Wuxi Second People’s Hospital from March 2021 to May 2023. The diagnosis of CD was based on the Lennard–Jones criteria [13]. The study was approved by the Human Research Committee of our hospital, and informed consent was obtained from each patient. The inclusion criteria were as follows: (1) patients with a confirmed diagnosis of CD, (2) at least 18 years old, (3) undergoing MRE with lesions located in the jejunum and ileum, (4) comprehensive clinical and laboratory examination data available, (5) endoscopy performed within 1 week before and after MRE examination, and (6) no history of intestinal resection before MRE examination. The exclusion criteria were as follows: (1) pregnant women, (2) clinical remission period exceeding 3 years, (3) poor quality MRE images, and (4) presence of other intestinal tumors.

Data collection on each patient, including age, gender, disease duration, and laboratory test indicators, was performed using the Picture Archiving and Communication System (PACS), endoscopy examination database, and medical record system.

MRE inspection methods and parameters

Before the scan, the patient fasted for 8 h and underwent intestinal cleansing with oral laxatives. Consumption of water was permitted. One hour before the scan, patients ingested 2.5% isotonic mannitol solution (Stone medicine Silver Lake Pharmaceutical Co., Ltd.) totaling 1600–2000 mL, with 400–500 mL given orally every 15 min for 4 doses. Five to 10 min after the final oral dose, scopolamine (654–2, Anhui Changjiang Pharmaceutical Co., Ltd.) 10 mg was administered via intramuscular injection, and the scan commenced 5–10 min later. MRE examination was performed using a Philips 3.0 T or Siemens 3.0-T scanner. The contrast agent used was gadopentetate acid dimeglumine salt injection (Magnevist, Schering Corporation), with a dose of 0.2 mL/kg and injection rate of 3 mL/s. The patient was positioned prone, the scan sequences included coronal T2-weighted imaging (T2WI), axial T2-weighted imaging (T2WI) with fat suppression, axial T1-weighted imaging (T1WI), diffusion-weighted imaging (DWI) (b = 0/800), and coronal dynamic contrast-enhanced sequences. The scan parameters are presented in Table 1.

Table 1 MRE image acquisition parameters

MRE image analysis

MRE image analysis was conducted independently by two radiologists (reader 1 with 3 years of diagnostic experience in MRE and reader 2 with 15 years of diagnostic experience in MRE, certified by the unit board). The physicians were blinded to any clinical data or endoscopy results. They assessed whether the endoscopy would pass based on MRE image performance.

The senior radiologist also evaluated the radiographic imaging features of the CD from each MRE scan. T2WI signal of the small intestinal wall in the lesion was categorized as normal, mild increase, moderate increase, and severe increase (defined as intestinal luminal fluid signal). The degree of enhanced T1WI was classified as no enhancement, mild enhancement, moderate enhancement, and severe enhancement (defined as vascular enhancement). The mode of enhanced T1WI was categorized as homogeneous enhancement, mucosal enhancement, and stratified enhancement. Additional MRE imaging features included the length of the diseased intestine, intestinal wall thickness, and upstream intestinal dilatation diameter before stenosis.

Grouping according to endoscopy results

For SES-CD, the four endoscopic factors chosen were ulcers, the proportion of surface area affected by ulcers, the percentage of surfaces with any other lesions, and stenosis. Each factor was scored 0 to 3 in each segment: ulcers were evaluated based on their size (0.1–0.5 cm, 0.5–2 cm, or > 2 cm in diameter), the proportion of ulcer surface with different extents of involvement (< 10%, 10–30%, or > 30%), the percentage of affected areas based on the degree (< 50%, 50–75%, or > 75%), and stenosis was classified as single or multiple and whether the endoscopy could be passed through the narrowed lumen [14]. Based on intestinal patency under endoscopy, the patients with CD were divided into three groups: group A without intestinal stenosis, group B with intestinal stenosis and passable endoscopy results, and group C with intestinal stenosis and non-passable endoscopy results. The combination of groups A and B constituted the endoscopy passable group.

Statistical analysis

All statistical calculations were performed using the SPSS software (version 25; IBM Corp., Armonk, NY). Continuous variables were presented as mean ± standard deviation, while categorical variables were expressed as frequencies and percentages. Cohen’s kappa coefficient (intra-group correlation coefficient) was utilized to assess the agreement between the readers and endoscopy results for all measured parameters. The consistency between the two with k ≤ 0.2 is considered slight, with 0.4 < k ≤ 0.6 is considered moderate, with 0.6 < k ≤ 0.8 is considered substantial, and with k > 0.8 is considered perfect [15]. Patient characteristics between the groups were compared using the t test, the Mann–Whitney U test, or the Kruskal–Wallis rank sum test. After conducting univariate comparative analyses between the groups, the Youden index [16] was analyzed using receiver operating characteristic (ROC) curves to determine the cutoff values of continuous variables with a p value less than 0.1. Subsequently, the continuous variables were converted into ordered categorical variables. Multivariate logistic regression analysis was performed to identify independent factors affecting endoscopic passage, and odds ratio (OR) and 95% confidence interval (CI) were calculated. A p-value less than 0.05 was considered statistically significant.

Results

Characteristics of the study groups

The present study included 86 patients with a mean age of 34.01 years (± 11.38), and 65 of whom were male (Fig. 1). The mean BMI was 20.09 kg/m2 (± 2.67). Demographic data, baseline characteristics, and clinical outcomes for the study population are presented in Table 2. No statistical significance was observed between the groups about age, gender, BMI, disease duration, lesion location, and laboratory indices. Conversely, SES-CD scores were statistically significant among the three A, B, and C groups (p = 0.038), and there was also statistical significance between the two groups (between groups A + B and C) (p = 0.015), but there was no statistical significance between the two groups of B and C.

Fig. 1
figure 1

Flow diagram of the inclusion of patients in the study

Table 2 Clinical parameters of patients

MRE prediction for intestinal stenosis and passage of endoscopy

Readers evaluated whether endoscopy could be passed according to the image performance, and the consistency test was performed by comparing endoscopy results. The results of the test indicated k = 0.690 (p = 0.000) for reader 1 and k = 0.783 (p = 0.000) for reader 2. The result of the comparison between the two readers was k = 0.812 (p = 0.000).

No statistical differences were observed in T2WI signal, degree of enhanced T1WI, mode of enhanced T1WI, and length of diseased intestine among the A, B, and C groups. However, statistical significance in intestinal wall thickness and upstream intestinal diameter was observed between group A + B and group C (Table 3, Figs. 2, 3, and 4).

Table 3 Comparison of MRE signs between the groups
Fig. 2
figure 2

A 29-year-old man with Crohn’s disease. a Coronal T2-weighted imaging before endoscopy: arrow points the lesion in the terminal ileum with no significant thickening of the intestinal wall and mild hyperintensity. b Coronal enhanced T1-weighted imaging with moderate and homogenous enhancement (white arrow). c The endoscopy could pass

Fig. 3
figure 3

A 66-year-old woman with Crohn’s disease. a Axial T2-weighted imaging before endoscopy: arrow points the stenosis in the distal ileum with marked thickening of the intestinal wall and moderately high intensity. b Axial enhanced T1-weighted imaging with severe intestinal wall enhancement and mucosal enhancement (white arrow). c The endoscopy showed a narrow ileum, but the endoscopy could pass

Fig. 4
figure 4

A 37-year-old man with Crohn’s disease. a Coronal T2-weighted imaging before endoscopy: marked thickening of the intestinal wall, narrowing of the intestinal cavity, and normal signals (white arrow). b Coronal enhanced T1-weighted imaging with dilation of the upper intestinal cavity (double-ended white arrow) and moderate and homogenous enhancement of the intestinal wall (white arrow). c The endoscopy showed a narrow ileum, but the endoscopy could not pass

Using the endoscopy result as a test criterion, ROC curve analysis was used to derive the cutoff values for the cumulative length of the diseased intestine, intestinal wall thickness at the maximum stenosis, and diameter of the upstream intestine, which were determined to be 14.3 cm, 5.15 mm, and 20.5 mm, respectively.

Independent predictors with logistic regression

Binary logistic regression analysis was performed to assess whether the degree of enhanced T1WI, mode of enhanced T1WI, the length of the diseased bowel, the thickness of the bowel wall, and the diameter of the upstream intestine were independent predictors of endoscopy failure. The Box-Tidwell method was used to test for linearity, revealing a linear relationship between the logit-transformed values of all continuous independent variables and the dependent variable. Among the five independent variables assessed, the diameter of the upstream intestine was found to be an independent predictor of endoscopy failure (p < 0.05). The risk of endoscopy failure was 3.260 times higher when the diameter of the upstream intestine was > 20.5 mm compared to when it was < 20.5 mm (Table 4).

Table 4 Logistic regression analysis of independent factors

Discussion

This retrospective investigation sought to assess the efficacy of MRE in detecting intestinal stenosis and predicting endoscopy passage of CD patients. The findings revealed statistical differences in T1WI enhancement, intestinal wall thickness, and upstream intestinal diameter between the groups based on endoscopy passage or failure. Remarkably, the upstream intestinal diameter emerged as an independent predictor of endoscopic passage failure.

Stenosis is a significant clinical concern, with approximately 10% of Crohn’s patients without stenosis at baseline developing symptomatic stenosis at 5-year follow-up, and more than half of CD patients progressing to significant intestinal obstruction during the clinical course [17,18,19]. The etiology of the continued progression may be attributed to incomplete inhibition of mucosal inflammation and mechanisms of intestinal damage unrelated to inflammation. CD patients require multiple endoscopies during long-term follow-up, but severe stenosis can limit or prevent the effectiveness of this procedure [5, 20,21,22]. In patients with stenosis, endoscopy can only reach the proximal end of the stenosis, making it impossible to judge the length of the lesion, the distal end of the stenosis, ulceration, and whether it has penetrated to form a fistula. Previous research [23] has demonstrated the challenge of accurately diagnosing small intestinal stenosis solely relying on patients’ clinical symptoms or laboratory indicators. Therefore, non-invasive imaging techniques such as MRE are necessary to evaluate stenosis before endoscopy. In this study, two radiologists assessed stenosis and predicted endoscopic passage with high consistency. Thus, it can be inferred that irrespective of diagnostic experience, radiologists can subjectively evaluate intestinal patency through MRE.

Subsequently, we investigated which MRE features validate endoscopic passage and will lead to better predictions in the future. Prior research has documented the sensitivity and specificity of MRE in detecting stenosis, ranging from 75 to 100% and 91 to 96%, respectively [24,25,26]. In terms of stricture characteristics, major strictures, extended strictures, and prestenotic dilation were identified as prognostic factors for stricture detection by MR imaging [27]. Our study found significant differences in T1WI enhancement, maximal wall thickness, and upstream intestinal diameter between the groups where the endoscope could be passed and where it could not through univariate analysis. However, no significant variations in these parameters were observed between the group with stenosis found to be passable by the endoscope and the group with stenosis found to be impassable, indicating that endoscopy can still pass through some intestinal lumens despite the presence of stenosis. In such a scenario, if the signs of stenosis on the MRE are entirely relied upon to determine endoscopy passage, there may be instances where some patients could potentially miss the diagnostic benefits of having an endoscopy. Compared with previous studies [25,26,27,28,29,30], this study not only found strictures, but also predicted whether the endoscopy would pass. Further analysis is imperative to establish a threshold for endoscopic passage based on MRE indicators.

In our study, logistic regression analysis was utilized to predict endoscopy passage using MRE signs. Out of the five signs that were assessed, the upstream intestine diameter was found to be statistically significant with a threshold of 20.5 mm for identifying endoscopy passage. A previous study [29] has indicated that the imaging manifestations of inflammation or fibrosis were inadequate in evaluating the severity of stenosis, and the expansion of the upstream intestine may indicate the severity of stenosis to some extent. Bettenworth et al. [30] have proposed a threshold value of 25 mm for the diameter of the upstream intestine for stenosis assessment. Nevertheless, the lower threshold observed in our investigation could potentially be attributed to a higher proportion of patients with ileus undergoing CT scans as opposed to MRI scans, so ileus patients with significant intestinal dilatation were not included in this study.

Moreover, the results revealed a significant difference in endoscopy SES-CD scores between the endoscopy passable and impassable groups, validating the progressive nature of CD driven by chronic inflammation. According to a longitudinal study spanning 20 years [31], around 60% of individuals diagnosed with Crohn’s disease initially exhibited B1 inflammatory disease, but 42% of them experienced a progression to a more widespread and intricate form of the illness. The presence of inflammatory or fibrous stenosis alone is exceedingly uncommon, with these factors nearly always co-occurring. The activation of mesenchymal cells, accumulation of extracellular matrix, smooth muscle hyperplasia in the mucosal and lamina propria layers, and scarring contribute to the eventual development of stenosis. Therefore, it is imperative to consider inflammation, fibrosis, smooth muscle hyperplasia, and stenosis from a clinical perspective [32,33,34].

However, the present study has several limitations. Firstly, its retrospective nature and single-center design may give rise to potential selection bias, particularly in relation to the severity of the disease. More severe cases of CD may be associated with failure to pass endoscopy. Secondly, the radiologist’s prediction of endoscopy success relied solely on qualitative evaluation based on clinical experience, without incorporating quantitative parameters due to the limited availability of relevant previous studies. Lastly, the incorporation of data from various MR scanners from different companies may have impacted the enhancement results, although this serves to validate the generalizability of the study findings.

In summary, the utilization of MRE signs for assessing the passage of an endoscope through the narrow segment revealed that the diameter of the upstream intestine emerged as an independent predictor of endoscopic passage. This discovery indicates that before performing an endoscopy, MRE can aid in evaluating the passage of the endoscope. In the future, MRE may offer new parameters for a deeper exploration of different phenotypes of CD.

Availability of data and materials

The datasets generated and/or analyzed during the current study are not publicly available due to patient privacy regulations but are available from the corresponding author upon reasonable request.

Abbreviations

CD:

Crohn’s disease

CI:

Confidence interval

CTE:

Computed tomography enterography

DWI:

Diffusion-weighted imaging

MRE:

Magnetic resonance enterography

OR:

Odds ratio

PACS:

Picture Archiving and Communication System

ROC:

Receiver operating characteristic

SES-CD Score:

Simplified Endoscopic Score for CD

T1WI:

T1-weighted imaging

T2WI:

T2-weighted imaging

References

  1. Wright EK, Ding NS, Niewiadomski O (2018) Management of inflammatory bowel disease. Med J Aust 209:318–323

    Article  PubMed  Google Scholar 

  2. Satsangi J, Silverberg MS, Vermeire S, Colombel JF (2006) The Montreal classification of inflammatory bowel disease: controversies, consensus, and implications. Gut 55:749–753

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Dolinger MT, Dubinsky MC (2022) The pediatric inflammatory Crohn’s magnetic resonance enterography index: a step forward for transmural pediatric Crohn’s disease monitoring and healing. Gastroenterology 163:1166–1167

    Article  PubMed  Google Scholar 

  4. Maaser C, Sturm A, Vavricka SR et al (2019) ECCO-ESGAR Guideline for Diagnostic Assessment in IBD Part 1: initial diagnosis, monitoring of known IBD, detection of complications. J Crohns Colitis 13:144–164

    Article  PubMed  Google Scholar 

  5. Panes J, Jairath V, Levesque BG (2017) Advances in use of endoscopy, radiology, and biomarkers to monitor inflammatory bowel diseases. Gastroenterology 152:362–373

    Article  PubMed  Google Scholar 

  6. Gomollón F, Dignass A, Annese V et al (2017) 3rd European evidence-based consensus on the diagnosis and management of Crohn’s disease 2016: part 1: diagnosis and medical management. J Crohns Colitis 11:3–25

    Article  PubMed  Google Scholar 

  7. Daperno M (2023) Endoscopy in IBD: when and how? Diagnostics 13:3423

    Article  PubMed  PubMed Central  Google Scholar 

  8. Bruining DH, Zimmermann EM, Loftus EV Jr, Sandborn WJ, Sauer CG, Strong SA (2018) Consensus recommendations for evaluation, interpretation, and utilization of computed tomography and magnetic resonance enterography in patients with small bowel Crohn’s disease. Gastroenterology 154:1172–1194

    Article  PubMed  Google Scholar 

  9. Rimola J, Torres J, Kumar S, Taylor SA, Kucharzik T (2022) Recent advances in clinical practice: advances in cross-sectional imaging in inflammatory bowel disease. Gut 71:2587–2597

    Article  PubMed  Google Scholar 

  10. Panes J, Bouhnik Y, Reinisch W et al (2013) Imaging techniques for assessment of inflammatory bowel disease: joint ECCO and ESGAR evidence-based consensus guidelines. J Crohns Colitis 7:556–585

    Article  CAS  PubMed  Google Scholar 

  11. Fiorino G, Bonifacio C, Malesci A, Balzarini L, Danese S (2011) MRI in Crohn’s disease–current and future clinical applications. Nat Rev Gastroenterol Hepatol 9:23–31

    Article  PubMed  Google Scholar 

  12. D’Amico F, Chateau T, Laurent V, Danese S, Peyrin-Biroulet L (2020) Which MRI score and technique should be used for assessing Crohn’s disease activity? J Clin Med 9:1691

    Article  PubMed  PubMed Central  Google Scholar 

  13. Reinisch S, Schweiger K, Pablik E et al (2016) An index with improved diagnostic accuracy for the diagnosis of Crohn’s disease derived from the Lennard-Jones criteria. Aliment Pharmacol Ther 44:601–611

    Article  CAS  PubMed  Google Scholar 

  14. Daperno M, D’Haens G, Van Assche G et al (2004) Development and validation of a new, simplified endoscopic activity score for Crohn’s disease: the SES-CD. Gastrointest Endosc 60:505–512

    Article  PubMed  Google Scholar 

  15. Chmura Kraemer H, Periyakoil VS, Noda A (2002) Kappa coefficients in medical research. Stat Med 21:2109–2129

    Article  PubMed  Google Scholar 

  16. Lai CY, Tian L, Schisterman EF (2012) Exact confidence interval estimation for the Youden index and its corresponding optimal cut-point. Comput Stat Data Anal 56:1103–1114

    Article  MathSciNet  PubMed  Google Scholar 

  17. Allocca M, Danese S, Laurent V, Peyrin-Biroulet L (2020) Use of cross-sectional imaging for tight monitoring of inflammatory bowel diseases. Clin Gastroenterol Hepatol 18:1309–1323

    Article  PubMed  Google Scholar 

  18. Rieder F, Fiocchi C, Rogler G (2017) Mechanisms, management, and treatment of fibrosis in patients with inflammatory bowel diseases. Gastroenterology 152:340–350

    Article  PubMed  Google Scholar 

  19. Walsh AJ, Bryant RV, Travis SP (2016) Current best practice for disease activity assessment in IBD. Nat Rev Gastroenterol Hepatol 13:567–579

    Article  CAS  PubMed  Google Scholar 

  20. Danese S, Sandborn WJ, Colombel JF et al (2019) Endoscopic, radiologic, and histologic healing with vedolizumab in patients with active Crohn’s disease. Gastroenterology 157:1007–1018

    Article  CAS  PubMed  Google Scholar 

  21. Sands BE (2015) Biomarkers of inflammation in inflammatory bowel disease. Gastroenterology 149:1275–1285

    Article  CAS  PubMed  Google Scholar 

  22. Lichtenstein GR, Loftus EV, Isaacs KL, Regueiro MD, Gerson LB, Sands BE (2018) ACG Clinical Guideline: management of Crohn’s disease in adults. Am J Gastroenterol 113:481–517

    Article  PubMed  Google Scholar 

  23. Takenaka K, Ohtsuka K, Kitazume Y et al (2017) Magnetic resonance evaluation for small bowel strictures in Crohn’s disease: comparison with balloon enteroscopy. J Gastroenterol 52:879–888

    Article  PubMed  Google Scholar 

  24. Pouillon L, Laurent V, Pouillon M et al (2018) Diffusion-weighted MRI in inflammatory bowel disease. Lancet Gastroenterol Hepatol 3:433–443

    Article  PubMed  Google Scholar 

  25. Rieder F, Bettenworth D, Ma C et al (2018) An expert consensus to standardise definitions, diagnosis and treatment targets for anti-fibrotic stricture therapies in Crohn’s disease. Aliment Pharmacol Ther 48:347–357

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Yoon HM, Suh CH, Kim JR et al (2017) Diagnostic performance of magnetic resonance enterography for detection of active inflammation in children and adolescents with inflammatory bowel disease: a systematic review and diagnostic meta-analysis. JAMA Pediatr 171:1208–1216

    Article  PubMed  PubMed Central  Google Scholar 

  27. Stocker D, King MJ, El Homsi M et al (2021) Luminal narrowing alone allows an accurate diagnosis of Crohn’s disease small bowel strictures at cross-sectional imaging. J Crohns Colitis 15:1009–1018

    Article  PubMed  Google Scholar 

  28. Geyl S, Guillo L, Laurent V, D’Amico F, Danese S, Peyrin-Biroulet L (2021) Transmural healing as a therapeutic goal in Crohn’s disease: a systematic review. Lancet Gastroenterol Hepatol 6:659–667

    Article  PubMed  Google Scholar 

  29. Ordás I, Rimola J, Alfaro I et al (2019) Development and validation of a simplified magnetic resonance index of activity for Crohn’s disease. Gastroenterology 157:432–439

    Article  PubMed  Google Scholar 

  30. Bettenworth D, Bokemeyer A, Baker M et al (2019) Assessment of Crohn’s disease-associated small bowel strictures and fibrosis on cross-sectional imaging: a systematic review. Gut 68:1115–1126

    Article  CAS  PubMed  Google Scholar 

  31. Lunder AK, Bakstad LT, Jahnsen J et al (2019) Assessment of bowel inflammation and strictures by magnetic resonance enterography in long-term Crohn’s disease [J]. J Crohns Colitis 13:607–614

    Article  PubMed  Google Scholar 

  32. Tjandra D, Garg M, Behrenbruch C et al (2021) Review article: investigation and management of internal fistulae in Crohn’s disease. Aliment Pharmacol Ther 53:1064–1079

    Article  PubMed  Google Scholar 

  33. Allocca M, Fiorino G, Bonifacio C, Peyrin-Biroulet L, Danese S (2019) Noninvasive multimodal methods to differentiate inflamed vs fibrotic strictures in patients with Crohn’s disease. Clin Gastroenterol Hepatol 17:2397–2415

    Article  PubMed  Google Scholar 

  34. Jauregui-Amezaga A, Rimola J, Ordás I et al (2015) Value of endoscopy and MRI for predicting intestinal surgery in patients with Crohn’s disease in the era of biologics. Gut 64:1397–1402

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

Thanks to Xia Wei of Suzhou Institute of Medical Engineering, who provided suggestions for the writing of this paper.

Funding

This study was supported by the Top Talent Support Program for young and middle-aged people of the Wuxi Health Committee.

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Authors and Affiliations

Authors

Contributions

WJW and YJ contributed to the study design. DYZ and JQW obtained and analyzed the data. WJW, YJ, and YC drafted the manuscript and figures. YJ and LZ contributed to the manuscript review. All authors read, edited, and approved the final manuscript.

Authors’ information

WJW is a member of the Professional Committee of Infection and Inflammatory Radiology, Jiangsu Research Hospital Society, and a member of the Occupational Disease Branch of Wuxi Medical Association.

LZ is a member of the Molecular and Functional Imaging Group of the Radiology Branch of Jiangsu Medical Association, a member of the Molecular Imaging Group of the Radiology Branch of Jiangsu Society of Integrated Chinese and Western Medicine, a member of the Wuxi Medical Association, a member of the Radiology branch of the Society of Physicians, and a reserve top talent of the Double hundred talents of the Wuxi Health Committee.

Corresponding author

Correspondence to Lei Zhang.

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Wu, W., Jin, Y., Zhu, D. et al. Assessment of intestinal luminal stenosis and prediction of endoscopy passage in Crohn’s disease patients using MRI. Insights Imaging 15, 48 (2024). https://doi.org/10.1186/s13244-024-01628-5

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