Abstract
Background
Intestinal ultrasound (IUS) is an increasingly used non-invasive tool to evaluate Crohn’s disease (CD) activity. Recently, two IUS scores that evaluate inflammatory activity have emerged: the Simple Ultrasound Activity Score for CD (SUS-CD) and the International Bowel Ultrasound Segmental Activity Score (IBUS-SAS). We aimed to compare the accuracy of SUS-CD, IBUS-SAS and contrast-enhanced ultrasound (CEUS) in predicting inflammatory activity in the terminal ileum in ileocolonoscopy in CD patients.
Methods
Retrospective study including all consecutive CD patients submitted to IUS with CEUS directed to the terminal ileum performed by a single operator between April 2016 and March 2020. Segmental SUS-CD and IBUS-SAS were calculated. A time-intensity curve of the contrast bowel wall enhancement was created with measurement of peak intensity using CEUS. The CD endoscopic activity in ileocolonoscopy was graded by Simple Endoscopic Score for CD (SES-CD) as inactive (SES-CD < 7) or active (SES-CD ≥ 7).
Results
Fifty patients were included, 54.0% were female, with mean age of 34 ± 12 years, and most had isolated ileal disease (60.0%), and a nonstricturing, nonpenetrating behaviour (44.0%). Most of the patients (60.0%) had active endoscopic disease (SES-CD ≥ 7). SUS-CD and IBUS-SAS were not different between patients with active or inactive endoscopic disease (p = 0.15; 0.57, respectively), having a poor accuracy to correlate endoscopic activity (area under de curve (AUC) 0.62; 0.55, respectively). Peak intensity in CEUS was significantly different in patients with active or inactive endoscopic disease (p = 0.004), having a good accuracy to correlate endoscopic activity (AUC 0.80).
Conclusion
Unlike CEUS, SUS-CD and IBUS-SAS were not able to accurately correlate endoscopic activity in terminal ileum in CD. Therefore, CEUS is a non-invasive emerging method that should be increasingly integrated in the ultrasonographic evaluation of CD patients.
Keywords: Ultrasound, Contrast-enhanced ultrasound, Crohn’s disease, Inflammatory bowel disease
Introduction
Intestinal ultrasound (IUS) has become one of the most valuable progresses of ultrasound in the past decade, especially for patients with inflammatory bowel disease (IBD), that due to its chronic fluctuating course, require frequent monitoring of inflammatory activity [1–3].
Nowadays the standard of care in Crohn’s disease (CD) is guiding management based on objective evaluations of disease activity instead of patient’s symptoms, as recommended by current guidelines [2–4], since clinical assessment correlates poorly with mucosal inflammation [5–8] and long-term outcomes improve by establishing therapeutic goals based on objective parameters [9].
Ileocolonoscopy is the gold standard method for diagnosis and monitoring of CD activity, although it cannot be performed on a regular basis since it is invasive, with some known complications, resource intensive, uncomfortable for the patient and it is not always technically possible to perform cecal and/or ileal intubation [2, 3].
Cross-sectional imaging, such as computed tomography (CT) and magnetic resonance imaging (MRI), and IUS are non-invasive, and are increasingly recognized as important diagnostic and monitoring tools in CD management [10]. The ECCO-ESGAR guidelines recommends both magnetic resonance enterography (MRE), IUS and capsule endoscopy as first-line modalities for small bowel assessment in CD patients, given their accuracy and absence of ionizing radiation exposure [3]. A study comparing IUS and MRE performed in 234 consecutive patients with suspected CD showed a similar diagnostic accuracy in detecting small bowel CD [11]. MRE use can be limited by low accessibility, time consuming acquisition times, in some cases poor patient acceptance, necessity of specific preparation and high costs [12].
Inflammation biomarkers such as C-reactive protein (CRP) and faecal calprotectin are used as a complement of the other additional examinations in the diagnosis and disease monitoring [2, 3], since they cannot evaluate disease location and extension and have limited accuracy and specificity [13].
IUS has high accuracy to assess CD activity [14] and to monitor disease activity in response to medical treatment [15], and has the advantages of being non-invasive, having immediate availability within the clinical setting as it can be performed bedside, being a well accepted and tolerated examination, with an easy repeatability, absence of ionizing radiation, sedation or preparation, and having a low cost [3, 16, 17]. Besides, patient preference is an important issue to consider [18, 19]. However, conventional and doppler IUS are highly operator dependent, and require training and expertise [14].
Although, currently IUS is an increasingly used tool to monitor CD activity, there is no widely accepted reproducible IUS activity index to evaluate inflammatory activity, since the methodology for development of the scores was shown to be insufficient in most studies and none have been adequately validated [20]. In 2021, two new scores were published: the Simple Ultrasound Activity Score for CD (SUS-CD) [21] and International Bowel Ultrasound Segmental Activity Score (IBUS-SAS) [22]. Both include evaluation of the terminal ileum, colon and rectum. SUS-CD is a validated score that includes the IUS evaluation of bowel wall thickness (BWT) and colour Doppler signal (CDS), and showed a good correlation with endoscopic disease activity [21] IBUS-SAS includes evaluation of BWT, bowel wall stratification (BWS), CDS and inflammatory mesenteric fat (i-fat) and predicted endoscopic disease activity [22].
Contrast-enhanced ultrasound (CEUS) is an emerging method that involves microvessel passage of an intravenously administrated microbubble contrast agent, providing information on local tissue vascularization and perfusion. Increased bowel wall perfusion indicates active inflammation [23, 24]. CEUS has shown a good sensitivity (94.0%) and moderate specificity (79.0%) in the detection of active CD [25]. It is important to understand if CEUS is superior to conventional IUS in assessing disease activity, in order to optimize monitoring of CD patients.
Our aim was to compare the accuracy of SUS-CD score, IBUS-SAS score and CEUS in predicting inflammatory activity in the terminal ileum in ileocolonoscopy in patients with CD.
Materials and methods
Patients and data collection
We performed a retrospective single-center study including all consecutive CD patients submitted to conventional IUS and CEUS directed to the terminal ileum in the Gastroenterology Department of an University affiliated Hospital between April 2016 and March 2020.
Demographic, clinical, biochemical, endoscopic and ultrasonographic data were collected by reviewing medical records and included patients’ age and gender, age at diagnosis, location and behaviour of CD according to Montreal classification [26], C-reactive protein (CRP) and fecal calprotectin, and ileocolonoscopy and ultrasonographic findings. The Harvey Bradshaw Index (HBI) [27] was calculated to assess clinical disease activity, and clinical remission was defined as HBI < 5, as previously recommended [28]. Elevated fecal calprotectin was defined as ≥ 150 μg/g, as previously suggested [29], and elevated CRP was defined as > 3.0 mg/L, based on the reference value of our institution.
Only biochemical and ileocolonoscopy data performed with a maximum interval of 1 month until the ultrasonographic examinations were considered.
Ileocolonoscopy and ultrasound examinations were performed as a part of regular follow-up, including suspicion of active disease, assessment of remission or relapse, and monitoring of treatment effect.
Paediatric age, pregnancy, previous surgery evolving terminal ileum, CD without ileal involvement (L2 of Montreal classification [26]) were considered exclusion criteria. Additionally, patients with inadequate bowel preparation during ileocolonoscopy, or in whom ileon intubation was not possible, or with inadequate ultrasonographic profile that did not allow adequate observation of the terminal ileum, were not included in the study.
Ileocolonoscopy
Endoscopic examinations were performed by an experienced endoscopist with expertise in the diagnosis, surveillance, activity assessment and endoscopic treatment of IBD and its complications. The CD activity was assessed with ileocolonoscopy (reference) by segmental Simple Endoscopic Score for CD (SES-CD) [30] applied to the terminal ileum. The SES-CD evaluates four endoscopic variables: ulcer size, ulcerated surface, affected surface and stenosis. Each parameter has a value of 0–3 according to its severity, and by summing the points, segmental endoscopic activity of terminal ileum was quantified.
The disease activity was graded as inactive (normal or mild disease, with a SES-CD < 7) or active (moderate or severe disease, with a SES-CD ≥ 7), as previously defined in several studies [31–34].
Ultrasound examination
Ultrasonographic examinations were performed by a single expert operator experienced in IUS (> 100 examinations) that is faculty member and instructor in IUS-specific courses, using an ultrasound Hitachi HI VISION Avius® UST-9130 (Hitachi Medical Corporation, Tokyo, Japan), employing a convex, low frequency (1–5 MHz) and linear, high frequency (5–13 MHz) transducers directed to the terminal ileum.
The ultrasound operator did not perform ileocolonoscopy examinations and the ileocolonocopy examinations were performed after ultrasonographic examinations by an operator without experience in ultrasound. There were no changes in medical therapy between the examinations.
Patients were submitted in the same examination, first to conventional IUS (B-mode and Doppler) and then to CEUS with contrast SonoVue® (Bracco UK). Qualitative and quantitative parameters from the conventional IUS analysis including BWT, BWS, CDS and i-fat were evaluated.
BWT measurements were performed in longitudinal and cross-section orientations and two measurements in each orientation were obtained. For the SUS-CD score the average of two measurements in longitudinal orientation was considered and for the IBUS-SAS score the average of 4 measurements (two in longitudinal and two in cross-section orientation) was considered. Loss of bowel wall stratification was defined as a hypoechoic disruption of the 3 distinct wall layers that characterize a normal bowel wall stratification. Colour Doppler acquisitions were performed using standardized scanning pre-sets during patient breath-hold. The velocity scale was set to 5 cm/s, enabling registration of vessels with low velocities. Gain was turned up to a level where flash artefacts occurred, and then lowered until they disappeared. Evaluation of colour Doppler was performed for SUS-CD assessment using a modified version of that of Spalinger et al. [35] counting the number of Doppler signals per cm2 and for IBUS-SAS score assessment using a modified Limberg score, assessing the detectable colour Doppler signals/pixels inside and outside the bowel wall (Table 1). i-fat was defined as a homogeneous, hyperechoic changes around thickened bowel wall.
Table 1.
IUS scores and CEUS parameters
| SUS-CD [21] | BWT + CDS | |||
|---|---|---|---|---|
| 0 | 1 | 2 | 3 | |
| BWT | < 3.0 mm | 3.0–4.9 mm | 5.0–7.9 mm | ≥ 8.0 mm |
| CDS | No or single vessel | 2–5 vessels/cm2 | > 5 vessels/cm2 | - |
| IBUS-SAS [22] | 4 × BWT + 15 × i-fat + 7 × CDS + 4 × BWS | |||
|---|---|---|---|---|
| BWT | Quantitative measure in mm | |||
| 0 | 1 | 2 | 3 | |
| i-fat | Absent | Uncertain | Present | - |
| CDS | Absent | Short signals | Long signals inside bowel | Long signals inside and outside bowel |
| BWS | Normal | Uncertain | Focal (≤ 3 cm) | Extensive (> 3 cm) |
| CEUS | Peak intensity | |||
|---|---|---|---|---|
| Peak intensity | Quantitative measure based on time intensity curve | |||
IUS Intestinal ultrasound; CEUS Contrast ultrasound; SUS-CD Simple Ultrasound Activity Score for CD; BWT Bowel wall thickness; CDS Color Doppler signal; IBUS-SAS International Bowel Ultrasound Segmental Activity Score; i-fat Inflammatory fat; BWS Bowel wall stratification.
Segmental SUS-CD [21] and IBUS-SAS [22] scores applied to terminal ileum were calculated using the ultrasound variables previously described, according to the authors (Table 1).
The peak intensity, a quantitative measurement of contrast enhancement of bowel wall, which reflects the bowel wall microvascularity, was evaluated by placing a region of interest (ROI) within the enhanced bowel wall in terminal ileum and by performing time-intensity curve (TIC) analysis using CEUS with contrast SonoVue® (Bracco UK) (Table 1). The contrast constituted by sulphur hexafluoride microbubbles, was injected intravenously in a 2.4 ml dose, immediately followed by injection of 10 mL of normal saline solution flush, as previously recommended [24]. The TICs were generated in the Motion-Compensated Microbubble Trace Imaging (MC-MTI) accumulative enhancement mode, were recorded and analysed using built in software (EZU-CH8) on the ultrasound machine.
Statistical analysis
Statistical analysis was carried out with SPSS® software version 24.0 (IBM, Armonk, New York, USA). Categorical variables are presented as frequencies and percentages, and continuous variables as mean and standard deviation (SD). Categorical variables were compared using χ2-test or Fisher’s exact test (two-tailed) as appropriate. Continuous variables were compared using Student’s t-test. IUS scores and CEUS performance in predicting CD inflammatory activity was evaluated by assessing its discrimination with area under the receiver operating characteristic curves (AUCs), with 95% confidence intervals (CIs). A p value of less than 0.05 was defined as statistically significant.
Ethical considerations
The study was approved by an appropriate institution (Ethical Committee of Gastroenterology of Hospital Senhora da Oliveira, Guimarães). All methods were performed in accordance with relevant guidelines and regulations, namely the ethical guidelines of the 1975 Declaration of Helsinki.
Results
Demographic, clinical, biochemical and endoscopic data
During the study period, at our center, a total of 56 CD patients were submitted to conventional IUS and CEUS with contrast SonoVue® directed to the terminal ileum, performed by a single operator. Six patients were excluded from the study: 1 with previous surgery evolving terminal ileum; 3 with inadequate ultrasonographic profile with reduced visualization and signal intensity; 2 with inadequate bowel preparation during ileocolonoscopy, in which terminal ileum evaluation was not possible. Fifty patients were included in the study. Included baseline demographic and clinical characteristics of patients are presented in Table 2. Most of the patients were female (n = 27; 54.0%), with mean age of 34 ± 12 years. Considering Montreal classification for CD [26], most of the patients had CD diagnosis established between 17 and 40 years (A2) (n = 40, 80.0%), isolated ileal disease (L1) (n = 30, 60.0%), and a nonstricturing, nonpenetrating behaviour (B1) (n = 22; 44.0%). Patients were in clinical remission (HBI ≥ 5) in 52.0% (n = 26) of cases.
Table 2.
Baseline demographic and clinical characteristics of CD patients
| Gender, female, n (%) | 27 (54.0) |
| Age, mean ± SD, years | 34 ± 12 |
| Montreal classification [26], n (%) | |
| A1, < 16 years | 2 (4.0) |
| A2, 17–40 years | 40 (80.0) |
| A3, > 40 years | 8 (16.0) |
| L1, ileal | 30 (60.0) |
| L2, colonic | 0 |
| L3, ileocolonic | 20 (40.0) |
| L4, upper gastrointestinal disease | 0 |
| B1, nonstricturing, nonpenetrating | 22 (44.0) |
| B2, stricturing | 17 (34.0) |
| B3, penetrating | 11 (22.0) |
| HBI, mean ± SD | 5 ± 4 |
| Clinical remission (HBI < 5), n (%) | 26 (52.0) |
| Clinically active disease (HBI ≥ 5), n (%) | 24 (48.0) |
| SES-CD, mean ± SD | 7 ± 4 |
| Active disease (SES-CD ≥ 7), n (%) | 30 (60.0) |
| Inactive disease (SES-CD < 7), n (%) | 20 (40.0) |
| CRP, mean ± SD (mg/L) | 21.2 ± 32.7 |
| CRP > 3.0 mg/L, n (%) | 42 (84.0) |
| Fecal calprotectin, mean ± SD (μg/g) | 857 ± 610 |
| Fecal calprotectin ≥ 150 μg/g, n (%) | 38 (76.0) |
CD Crohn’s disease; SD standard deviation; HBI Harvey Bradshaw Index; SES-CD Simple Endoscopic Score for CD; CRP C-reactive protein
Regarding biochemical data, patients had a mean CRP of 21.2 ± 32.7 mg/L and a mean fecal calprotectin of 857 ± 610 μg/g (Table 2).
Concerning endoscopic activity, patients had a mean segmental SES-CD applied to terminal ileum of 7 ± 4, most of the patients having active disease (n = 30; 60.0%) (Table 2).
Ultrasonographic data
An example of contrast-enhanced ultrasound and peak intensity curve examination of a patient is presented in Fig. 1. Ultrasonographic data are presented in Table 3. Patients had a mean BWT of 6.4 ± 1.9 mm, and the majority of patients had a BWT between 5.0–7.9 mm (n = 29; 58.0%). Most patients had preserved BWS (n = 34; 68.0%), and i-fat was present in most of them (n = 27; 54.0%). Regarding CDS, according to SUS-CD evaluation, most patients had perceptible 2–5 vessels/cm2 (n = 35; 70.0%), and according to IBUS-SAS evaluation, most patients had long doppler signals inside bowel (n = 22; 44.0%).
Fig. 1.
Contrast-enhanced ultrasound and peak intensity curve examination
Table 3.
Ultrasonographic findings
| BWT, mean ± SD (mm) | 6.4 ± 1.9 |
| < 3.0 mm, n (%) | 0 |
| 3.0–4.9 mm, n (%) | 8 (16.0) |
| 5.0–7.9 mm, n (%) | 29 (58.0) |
| ≥ 8.0 mm, n (%) | 13 (26.0) |
| CDS | |
| SUS-CD | |
| No or single vessel, n (%) | 1 (2.0) |
| 2–5 vessels/cm2, n (%) | 35 (70.0) |
| > 5 vessels/cm2, n (%) | 14 (28.0) |
| IBUS-SAS | |
| Absent, n (%) | 1 (2.0) |
| Short signals, n (%) | 13 (26.0) |
| Long signals inside bowel, n (%) | 22 (44.0) |
| Long signals inside and outside bowel, n (%) | 14 (28.0) |
| i-fat, n (%) | |
| Absent | 23 (46.0) |
| Present | 27 (54.0) |
| BWS, n (%) | |
| Normal | 34 (68.0) |
| Focal (≤ 3 cm) | 10 (20.0) |
| Extensive (> 3 cm) | 6 (12.0) |
| SUS-CD, mean ± SD | 3.3 ± 1.0 |
| IBUS-SAS, mean ± SD | 56.2 ± 26.0 |
| Peak intensity (CEUS), mean ± SD | 12.4 ± 12.1 |
BWT Bowel wall thickness; CDS Color Doppler signal; i-fat Inflammatory fat BWS Bowel wall stratification; SUS-CD Simple Ultrasound Activity Score for CD; IBUS-SAS International Bowel Ultrasound Segmental Activity Score; CEUS Contrast ultrasound
Patients had a mean SUS-CD score of 3.3 ± 1.0, a mean IBUS-SAS score of 56.2 ± 26.0, and a mean CEUS peak intensity of 12.4 ± 12.1.
No adverse effects with the contrast administration of CEUS were reported.
Assessment of segmental SUS-CD and IBUS-SAS scores performance in correlating CD inflammatory activity
Segmental SUS-CD and IBUS-SAS scores performance in correlating CD inflammatory endoscopic activity is included in Table 5.
Table 5.
IUS scores and CEUS performance in correlating CD inflammatory endoscopic activity
| AUC (95% CI) | p | |
|---|---|---|
| SUS-CD | 0.62 (0.45–0.78) | 0.18 |
| IBUS-SAS | 0.55 (0.38–0.72) | 0.59 |
| Peak intensity (CEUS) | 0.80 (0.66–0.94) | 0.002 |
P values in bold are statistically significant (p < 0.05)
IUS Intestinal ultrasound; CEUS Contrast ultrasound; CD Crohn’s disease; AUC area under the curve; CI confidence interval; SUS-CD Simple Ultrasound Activity Score for CD; IBUS-SAS International Bowel Ultrasound Segmental Activity Score
SUS-CD was not different between patients with active (SES-CD ≥ 7) or inactive endoscopic disease (SES-CD < 7) (3.5 ± 1.0 vs 3.1 ± 0.9, p = 0.15) (Table 4). SUS-CD had a poor accuracy to correlate endoscopic activity (AUC 0.62, 95% CI 0.45–0.78, p = 0.18) (Table 5). SUS-CD was not significantly different in patients with clinically active disease (HBI ≥ 5) versus clinically inactive disease (3.6 ± 1.1 vs 3.1 ± 0.82, p = 0.07), and was not statistically different between patients with fecal calprotectin ≥ 150 μg/g versus < 150 μg/g (3.5 ± 0.94 vs 2.8 ± 1.0, p = 0.06) and between patients with CRP > 3.0 mg/L versus ≤ 3.0 mg/L (3.5 ± 1.1 vs 2.9 ± 0.51, p = 0.07).
Table 4.
Comparison of IUS scores and CEUS regarding CD inflammatory endoscopic activity
| Inactive disease (SES-CD < 7) | Active disease (SES-CD ≥ 7) | p | |
|---|---|---|---|
| SUS-CD, mean ± SD | 3.1 ± 0.9 | 3.5 ± 1.0 | 0.15 |
| IBUS-SAS, mean ± SD | 55.4 ± 23.2 | 59.9 ± 28.7 | 0.57 |
| Peak intensity (CEUS), mean ± SD | 7.2 ± 6.5 | 16.7 ± 14.1 | 0.004 |
P values in bold are statistically significant (p < 0.05)
IUS Intestinal ultrasound; CEUS Contrast ultrasound; CD Crohn’s disease; SES-CD Simple Endoscopic Score for CD; SUS-CD Simple Ultrasound Activity Score for CD; IBUS-SAS International Bowel Ultrasound Segmental Activity Score
IBUS-SAS was not different between patients with active (SES-CD ≥ 7) or inactive disease (SES-CD < 7) (59.9 ± 28.7 vs 55.4 ± 23.2, p = 0.57) (Table 4). IBUS-SAS had a poor accuracy to correlate endoscopic activity (AUC 0.55, 95% CI 0.38–0.72, p = 0.59) (Table 5). IBUS-SAS was not significantly different in patients with clinically active disease (HBI ≥ 5) versus clinically inactive disease (66.2 ± 29.2 vs 52.3 ± 20.8, p = 0.06), and was not statistically different between patients with fecal calprotectin ≥ 150 μg/g versus < 150 μg/g (62.0 ± 25.4 vs 43.0 ± 24.0, p = 0.06) and between patients with CRP > 3.0 mg/L versus ≤ 3.0 mg/L (63.5 ± 26.3 vs 60.2 ± 30.2, p = 0.72).
Assessment of CEUS performance in correlating CD inflammatory activity
Peak intensity in CEUS was significantly different in patients with active or inactive endoscopic disease (16.7 ± 14.1 vs 7.2 ± 6.5, p = 0.004) (Table 4). CEUS performance in correlating CD inflammatory endoscopic activity is included in Table 5. Peak intensity in CEUS had a good accuracy to correlate endoscopic activity (AUC 0.80; 95% CI 0.66–0.94, p = 0.002). Our machine/investigator optimal cut-off of peak intensity to correlate active disease (SES-CD ≥ 7) was 8.2 with a sensitivity of 71.4% and a specificity of 78.9% (Fig. 2).
Fig. 2.

Peak intensity receiver operating characteristic curve with the optimal cut-off value for correlating CD inflammatory endoscopic activity
Peak intensity in CEUS was significantly different in patients with clinically active disease (HBI ≥ 5) versus clinically inactive disease (17 ± 8 vs 8 ± 7, p = 0.01).
Peak intensity in CEUS was not statistically different between patients with fecal calprotectin ≥ 150 μg/g versus < 150 μg/g (13.1 ± 12.7 vs 10.0 ± 9.2, p = 0.52) and between patients with CRP > 3.0 mg/L versus ≤ 3.0 mg/L (13.3 ± 13.5 vs 10.4 ± 6.3, p = 0.47).
Discussion
Prompt detection of active CD is essential to early guide the therapeutic decisions and to avoid serious complications. However, due to the heterogeneous clinical presentation and disseminated nature of the disease, there is no gold standard for the diagnosis and evaluation of disease activity [25]. IUS is useful in follow-up examinations since it is non-invasive, easily accessible, inexpensive, and well-tolerated [15, 20]. Unlike computed tomography or MRE, IUS can be easily performed as a point of care scan by gastroenterologists to allow timely assessment of disease activity to guide clinical and therapeutic decisions. However, its usefulness in follow-up examinations in CD has not been fully established. IUS is operator dependent, and although several sonographic activity scores are available [36–42], there is a lack of validated reproducible scoring system, which limits its widespread clinical use. Recently, two new scores were published, the SUS-CD [21] and IBUS-SAS [22], in order to attempt to overcome the inaccuracies of the previous scores. The SUS-CD was validated and correlated well with moderate to severe endoscopic activity (SES-CD ≥ 7) at ileocolonoscopy (AUC 0.88), seems to be reproducible as it showed a low interobserver variability, and is applicable at different disease stages, since a heterogeneous CD population was analysed [21]. The IBUS-SAS [22] predicted CD inflammatory endoscopic activity and also demonstrated excellent reliability, although further external validation is required [22]. On the other hand, in our study, SUS-CD and IBUS-SAS were not able to accurately correlate endoscopic activity in CD assessed by SES-CD. However, this information is not directly comparable, since in our study only segmental SUS-CD and IBUS-SAS, with exclusive assessment of activity in terminal ileum have been included, differently from the cohorts in the publication of these scores, which included ileum, colon and rectum assessment. Future studies should address the accuracy of the IUS scores, according to inflammatory activity location.
In contrast to IUS scores, CEUS with peak intensity assessment showed a good diagnostic accuracy for active endoscopic inflammation. Recently, some studies suggest that transmural healing evaluated by cross-sectional imaging and ileocolonoscopy is superior to mucosa healing alone at ileocolonoscopy in predicting better long-term outcomes [43–45]. Since CEUS showed a good accuracy to correlate endoscopic activity, we speculate its potential to reduce the need for ileocolonoscopic examinations and to become a promissor tool in the era of transmural healing target. A systematic review and meta-analysis found a pooled sensitivity and specificity of CEUS in the detection of the acute phase of CD of 0.94 and 0.79, respectively, and found that B-mode IUS seems to be less sensitive than CEUS [25]. Guidelines by the European Federation of Societies for Ultrasound in Medicine and Biology indicate that adding CEUS to the routine diagnostic protocol improves reliability in estimating the activity of CD and that quantitative measurements of enhancement obtained by CEUS also correlate with activity [46]. However, no widely accepted consensus regarding enhancement parameters for the diagnosis of active CD have been proposed, and studies regarding CEUS were based on small numbers without any previous sample statistical calculations, compromising the evaluation of the diagnostic value of CEUS [46]. In our study, the optimal peak intensity cut-off in CEUS for correlating active disease was 8.2 with a sensitivity of 71.4% and a specificity of 78.9%. We highlight that this cut-off is a machine/operator dependent parameter, and so it may not be reproducible in other settings with distinct operator and ultrasound machine. In the same settings, the peak intensity can be used as a parameter in inflammatory activity monitoring/follow up during treatment. We emphasize that an advantage of CEUS is the generation of TICs as an objective parameter of bowel enhancement, as opposed to subjective IUS parameters included in the studied scores. Besides, although BWT is considered the most reliable sonographic feature that reflects inflammation, there are structural changes such as thickening of the ileon wall throughout the healing process that can persist, and some patients with quiescent disease continue to show bowel wall thickening in the absence of active inflammation. Thus, the IUS scores may erroneously classify fibrotic segments as inflamed lesions, putting patients at risk of receiving inadequate treatment [47]. Moreover, in some cases, CDS is not reliable due to patient body habitus or technical factors and can show a poor signal detection in a thickened with active inflammation bowel wall. In these situations, CEUS is a valuable tool often showing transmural enhancement and high CEUS parameters in cases of active disease where no color signal can be detected at all due to technical failure. On the other hand, in patients with long standing disease, where fat infiltration of the submucosal layer often creates thickened bowel wall with no CDS, chronic/quiescent disease needs to be differentiated from acute on chronic active disease [47]. These reasons may contribute to the fact that BWT and CDS, included in IUS scores, are not the best method to assess inflammatory activity, as opposed to CEUS.
Endoscopy remains the gold standard for assessing location, depth, and extent of inflammatory mucosal lesions in CD and several endoscopic scoring systems have been developed, such as SES-CD [21] and Crohn’s Disease Endoscopic Index of Severity (CDEIS) [48]. However, although validated, they are complex and difficult to apply in clinical practice [49]. Therefore, it is essential the emergence of simple and non-invasive methods of monitoring the CD activity, especially in the frequently young patient with IBD who needs several follow-up examinations throughout the chronic course of their disease. Thus, IUS plays a promising role for this purpose, being a well-tolerated examination, with an easy repeatability, absence of sedation or preparation. We highlight that, since there is no validated optimal SES-CD cut-off score and the quantification of disease severity has likewise not been standardised yet [50], this can be a limitation of our study regarding the definition of active disease at ileocolonoscopy.
Our study showed that SUS-CD and IBUS-SAS were not able to correlate clinically active disease (HBI ≥ 5). It is known that clinical indices such as the CD Activity Index (CDAI) and HBI correlate poorly with mucosal inflammation [5, 6], which may partially explain these results. However, CEUS can be a more reliable indicator of clinical active disease, since peak intensity in CEUS had a good accuracy in correlating clinically active disease. According to the concept of “treat-to-target” strategy, deep remission (defined by both clinical and endoscopic remission) has become a new therapeutic goal, significantly improving patients’ long-term outcome [51]. As CEUS correlates with clinical and endoscopic activity maybe it could also be a promissor parameter representative of this endpoint.
SUS-CD and IBUS-SAS had a fair accuracy, and peak intensity in CEUS had a poor accuracy to correlate elevated fecal calprotectin and elevated CRP. Although inflammation biomarkers are useful in diagnosis and monitoring of CD activity, they have limited accuracy and specificity, and cannot evaluate disease location and extension, which can explain these results [13]. Besides, some studies suggested that fecal calprotectin may be less sensitive in isolated small bowel disease [52–54], and we only analysed terminal ileum activity. Even though, it is conceivable that combinations of inflammation biomarkers and IUS scores or CEUS might enhance sensitivity for DC activity assessment, and future studies could address this issue.
We emphasize that our study has some limitations, such as its retrospective nature and small sample. The small sample is explained by the fact that only CD patients that performed biochemical and endoscopic examinations with a maximum interval of 1 month until the ultrasonographic examination, and with no changes in medical therapy during this period were included. In clinical practice this does not occur regularly, but we only considered these patients in our analysis to limit potential bias. However, we highlight that there was only one patient that performed the ultrasonographic and ileocolonoscopic examinations with an interval of 1 month, the remaining had a shorter interval between examinations. Moreover, we did not analyze histological activity, that would be relevant to understand its correlation with ultrasound activity. Besides, due to the retrospective character of our study we cannot use the concept “blinded” regarding the ultrasound operator to the results of the ileocolonoscopy. However, we guarantee that the ultrasound operator was not the same that performed ileocolonoscopy examinations and the ileocolonocopy examinations were performed after ultrasonographic examinations by an operator without experience in ultrasound. Despite these limitations, we believe that our study is relevant because it can contribute in clinical practice to the improvement of CD activity monitoring.
In conclusion, in an era where the paradigm of mucosal healing is changing to transmural healing, where there is a lack of agreement of patient’s symptoms with disease activity, where endoscopic activity scores are complex and difficult to apply and with the emergence of several therapies leading to frequent imaging surveillance, CEUS is a promising non-invasive emerging method, that showed a good accuracy to correlate clinical and endoscopic activity, categorically superior to IUS scores. Therefore, CEUS should be increasingly integrated in the ultrasonographic evaluation in CD, potentially reducing the need for endoscopic examinations. However, since evidence for the routine use of CEUS is based on small study groups and with significant methodological heterogeneity [25], there is still a need for large prospective studies on the role of CEUS in active CD detection that would help in introducing the method into everyday practice.
Acknowledgements
Not applicable.
Abbreviations
- IUS
Intestinal ultrasound
- CD
Crohn’s disease
- CT
Computed tomography
- MRI
Magnetic resonance imaging
- MRE
Magnetic resonance enterography
- SUS-CD
Simple Ultrasound Activity Score for Crohn’s disease
- IBUS-SAS
International Bowel Ultrasound Segmental Activity Score
- CEUS
Contrast-enhanced ultrasound
- SES-CD
Simple Endoscopic Score for Crohn’s disease
- CRP
C-reactive protein
- BWT
Bowel wall thickness
- CDS
Colour Doppler signal
- i-fat
Inflammatory mesenteric fat
- HBI
Harvey Bradshaw Index
- TIC
Time-intensity curve
- SD
Standard deviation
- AUCs
Area under the receiver operating characteristic curves
- Cis
Confidence intervals
- CDEIS
Crohn’s Disease Endoscopic Index of Severity
- CDAI
Crohn’s Disease Activity Index
Author contributions
MF designed the study, acquisition and analysis of data, did the literature research and drafted the manuscript. MF, VMS, and CA participated on the acquisition of data and performed the statistical analysis. FDC, performed the IUS examinations and revised the manuscript. TCG, SL, and MJM revised the manuscript. JC critically revised the manuscript and approved the final version to be submitted.
Funding
None.
Availability of data and materials
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request according to institutional policies.
Declarations
Ethics approval and consent to participate
This study was retrospective and descriptive without prospective interventions or control group. All patients received current standard of care, without randomization or experimental intervention. All data collected were anonymized. The local ethics committee—Ethical Committee of Gastroenterology of Hospital Senhora da Oliveira, Guimarães—approved the study. All methods were performed in accordance with relevant guidelines and regulations, namely the ethical guidelines of the 1975 Declaration of Helsinki. Informed consent was obtained before CEUS.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
M. Freitas, Email: martaspfreitas@gmail.com
F. Dias de Castro, Email: franciscadcastro@gmail.com.
V. Macedo Silva, Email: vitorbmacedo@gmail.com
C. Arieira, Email: catia_arieira@hotmail.com
T. Cúrdia Gonçalves, Email: tiagomcg@hotmail.com
S. Leite, Email: slv.leite@gmail.com
M. J. Moreira, Email: mjacmoreira@gmail.com
J. Cotter, Email: jabcotter@gmail.com
References
- 1.Kilcoyne A, Kaplan JL, Gee MS. Inflammatory bowel disease imaging: current practice and future directions. World J Gastroenterol. 2016;22(3):917–932. doi: 10.3748/wjg.v22.i3.917. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Lamb CA, Kennedy NA, Raine T, Hendy PA, Smith PJ, Limdi JK, et al. British Society of Gastroenterology consensus guidelines on the management of inflammatory bowel disease in adults. Gut. 2019;68(Suppl 3):s1–s106. doi: 10.1136/gutjnl-2019-318484. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Maaser C, Sturm A, Vavricka SR, Kucharzik T, Fiorino G, Annese V, et al. ECCO-ESGAR Guideline for Diagnostic Assessment in IBD Part 1: initial diagnosis, monitoring of known IBD, detection of complications. J Crohns Colitis. 2019;13(2):144–164. doi: 10.1093/ecco-jcc/jjy113. [DOI] [PubMed] [Google Scholar]
- 4.Gomollón F, Dignass A, Annese V, Tilg H, Van Assche G, Lindsay JO, et al. 3rd European evidence-based consensus on the diagnosis and management of Crohn's disease 2016: part 1: diagnosis and medical management. J Crohns Colitis. 2017;11(1):3–25. doi: 10.1093/ecco-jcc/jjw168. [DOI] [PubMed] [Google Scholar]
- 5.Jones J, Loftus EV, Jr, Panaccione R, Chen LS, Peterson S, McConnell J, et al. Relationships between disease activity and serum and fecal biomarkers in patients with Crohn's disease. Clin Gastroenterol Hepatol. 2008;6(11):1218–1224. doi: 10.1016/j.cgh.2008.06.010. [DOI] [PubMed] [Google Scholar]
- 6.Ricanek P, Brackmann S, Perminow G, Lyckander LG, Sponheim J, Holme O, et al. Evaluation of disease activity in IBD at the time of diagnosis by the use of clinical, biochemical, and fecal markers. Scand J Gastroenterol. 2011;46(9):1081–1091. doi: 10.3109/00365521.2011.584897. [DOI] [PubMed] [Google Scholar]
- 7.Peyrin-Biroulet L, Reinisch W, Colombel JF, Mantzaris GJ, Kornbluth A, Diamond R, 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: 10.1136/gutjnl-2013-304984. [DOI] [PubMed] [Google Scholar]
- 8.Modigliani R, Mary JY, Simon JF, Cortot A, Soule JC, Gendre JP, et al. Clinical, biological, and endoscopic picture of attacks of Crohn's disease. Evolution on prednisolone. Groupe d'Etude Thérapeutique des Affections Inflammatoires Digestives. Gastroenterology. 1990;98(4):811–818. doi: 10.1016/0016-5085(90)90002-I. [DOI] [PubMed] [Google Scholar]
- 9.Shah SC, Colombel JF, 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: 10.1111/apt.13475. [DOI] [PubMed] [Google Scholar]
- 10.Dulai PS, Jairath V. How do we treat inflammatory bowel diseases to aim for endoscopic remission? Clin Gastroenterol Hepatol. 2020;18(6):1300–1308. doi: 10.1016/j.cgh.2019.12.020. [DOI] [PubMed] [Google Scholar]
- 11.Castiglione F, Mainenti PP, De Palma GD, Testa A, Bucci L, Pesce G, et al. Noninvasive diagnosis of small bowel Crohn's disease: direct comparison of bowel sonography and magnetic resonance enterography. Inflamm Bowel Dis. 2013;19(5):991–998. doi: 10.1097/MIB.0b013e3182802b87. [DOI] [PubMed] [Google Scholar]
- 12.Miles A, Bhatnagar G, Halligan S, Gupta A, Tolan D, Zealley I, et al. Magnetic resonance enterography, small bowel ultrasound and colonoscopy to diagnose and stage Crohn's disease: patient acceptability and perceived burden. Eur Radiol. 2019;29(3):1083–1093. doi: 10.1007/s00330-018-5661-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Mosli MH, Zou G, Garg SK, Feagan SG, MacDonald JK, Chande N, et al. C-reactive protein, fecal calprotectin, and stool lactoferrin for detection of endoscopic activity in symptomatic inflammatory bowel disease patients: a systematic review and meta-analysis. Am J Gastroenterol. 2015;110(6):802–819. doi: 10.1038/ajg.2015.120. [DOI] [PubMed] [Google Scholar]
- 14.Dong J, Wang H, Zhao J, Zhu W, Zhang L, Gong J, et al. Ultrasound as a diagnostic tool in detecting active Crohn's disease: a meta-analysis of prospective studies. Eur Radiol. 2014;24(1):26–33. doi: 10.1007/s00330-013-2973-0. [DOI] [PubMed] [Google Scholar]
- 15.Kucharzik T, Wittig BM, Helwig U, Börner N, Rössler A, Rath S, et al. Use of intestinal ultrasound to monitor Crohn's disease activity. Clin Gastroenterol Hepatol. 2017;15(4):535–42.e2. doi: 10.1016/j.cgh.2016.10.040. [DOI] [PubMed] [Google Scholar]
- 16.Bryant RV, Friedman AB, Wright EK, Taylor KM, Begun J, Maconi G, et al. Gastrointestinal ultrasound in inflammatory bowel disease: an underused resource with potential paradigm-changing application. Gut. 2018;67(5):973–985. doi: 10.1136/gutjnl-2017-315655. [DOI] [PubMed] [Google Scholar]
- 17.Calabrese E, Maaser C, Zorzi F, Kannengiesser K, Hanauer SB, Bruining DH, et al. Bowel ultrasonography in the management of Crohn's disease. A review with recommendations of an international panel of experts. Inflamm Bowel Dis. 2016;22(5):1168–1183. doi: 10.1097/MIB.0000000000000706. [DOI] [PubMed] [Google Scholar]
- 18.Taylor SA, Mallett S, Bhatnagar G, Baldwin-Cleland R, Bloom S, Gupta A, et al. 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: 10.1016/S2468-1253(18)30161-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Rajagopalan A, Sathananthan D, An YK, Van De Ven L, Martin S, Fon J, et al. Gastrointestinal ultrasound in inflammatory bowel disease care: patient perceptions and impact on disease-related knowledge. JGH Open. 2020;4(2):267–272. doi: 10.1002/jgh3.12268. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Bots S, Nylund K, Löwenberg M, Gecse K, Gilja OH, D'Haens G. Ultrasound for assessing disease activity in IBD patients: a systematic review of activity scores. J Crohns Colitis. 2018;12(8):920–929. doi: 10.1093/ecco-jcc/jjy048. [DOI] [PubMed] [Google Scholar]
- 21.Sævik F, Eriksen R, Eide GE, Gilja OH, Nylund K. Development and validation of a simple ultrasound activity score for Crohn's disease. J Crohns Colitis. 2021;15(1):115–124. doi: 10.1093/ecco-jcc/jjaa112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Novak KL, Nylund K, Maaser C, Petersen F, Kucharzik T, Lu 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: 10.1093/ecco-jcc/jjaa216. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Ripollés T, Martínez-Pérez MJ, Blanc E, Delgado F, Vizuete J, Paredes JM, et al. Contrast-enhanced ultrasound (CEUS) in Crohn's disease: technique, image interpretation and clinical applications. Insights Imaging. 2011;2(6):639–652. doi: 10.1007/s13244-011-0124-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Agency EM. SonoVue: European Medicines Agency; 2017. https://www.ema.europa.eu/en/medicines/human/EPAR/sonovue.
- 25.Serafin Z, Białecki M, Białecka A, Sconfienza LM, Kłopocka M. Contrast-enhanced ultrasound for detection of Crohn's disease activity: systematic review and meta-analysis. J Crohns Colitis. 2016;10(3):354–362. doi: 10.1093/ecco-jcc/jjv196. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Silverberg MS, Satsangi J, Ahmad T, Arnott ID, Bernstein CN, Brant SR, et al. 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. Can J Gastroenterol. 2005;19(Suppl A):5a–36a. doi: 10.1155/2005/269076. [DOI] [PubMed] [Google Scholar]
- 27.Harvey RF, Bradshaw JM. A simple index of Crohn's-disease activity. Lancet. 1980;1(8167):514. doi: 10.1016/S0140-6736(80)92767-1. [DOI] [PubMed] [Google Scholar]
- 28.Vermeire S, Schreiber S, Sandborn WJ, Dubois C, Rutgeerts P. Correlation between the Crohn's disease activity and Harvey-Bradshaw indices in assessing Crohn's disease severity. Clin Gastroenterol Hepatol. 2010;8(4):357–363. doi: 10.1016/j.cgh.2010.01.001. [DOI] [PubMed] [Google Scholar]
- 29.Lozoya Angulo ME, de Las Heras Gómez I, Martinez Villanueva M, Noguera Velasco JA, Avilés Plaza F. Faecal calprotectin, an useful marker in discriminating between inflammatory bowel disease and functional gastrointestinal disorders. Gastroenterol Hepatol. 2017;40(3):125–131. doi: 10.1016/j.gastrohep.2016.04.009. [DOI] [PubMed] [Google Scholar]
- 30.Daperno M, D'Haens G, Van Assche G, Baert F, Bulois P, Maunoury V, et al. Development and validation of a new, simplified endoscopic activity score for Crohn's disease: the SES-CD. Gastrointest Endosc. 2004;60(4):505–512. doi: 10.1016/S0016-5107(04)01878-4. [DOI] [PubMed] [Google Scholar]
- 31.Moskovitz DN, Daperno M, Van Assche GA, Baert F, Gevers A, Sostegni R, et al. Defining and validating cut-offs for the simple endoscopic score for Crohn's disease. Gastroenterology. 2007;132(4):A173-A. [Google Scholar]
- 32.Sipponen T, Nuutinen H, Turunen U, Färkkilä M. Endoscopic evaluation of Crohn's disease activity: comparison of the CDEIS and the SES-CD. Inflamm Bowel Dis. 2010;16(12):2131–2136. doi: 10.1002/ibd.21300. [DOI] [PubMed] [Google Scholar]
- 33.af Björkesten CG, Nieminen U, Turunen U, Arkkila P, Sipponen T, Färkkilä M. Surrogate markers and clinical indices, alone or combined, as indicators for endoscopic remission in anti-TNF-treated luminal Crohn's disease. Scand J Gastroenterol. 2012;47(5):528–537. doi: 10.3109/00365521.2012.660542. [DOI] [PubMed] [Google Scholar]
- 34.Algaba A, Linares PM, Fernández-Contreras ME, Ordoñez A, Trápaga J, Guerra I, et al. Relationship between levels of angiogenic and lymphangiogenic factors and the endoscopic, histological and clinical activity, and acute-phase reactants in patients with inflammatory bowel disease. J Crohns Colitis. 2013;7(11):e569–e579. doi: 10.1016/j.crohns.2013.04.005. [DOI] [PubMed] [Google Scholar]
- 35.Spalinger J, Patriquin H, Miron MC, Marx G, Herzog D, Dubois J, et al. Doppler US in patients with Crohn disease: vessel density in the diseased bowel reflects disease activity. Radiology. 2000;217(3):787–791. doi: 10.1148/radiology.217.3.r00dc19787. [DOI] [PubMed] [Google Scholar]
- 36.Calabrese E, Zorzi F, Zuzzi S, Ooka S, Onali S, Petruzziello C, et al. Development of a numerical index quantitating small bowel damage as detected by ultrasonography in Crohn's disease. J Crohns Colitis. 2012;6(8):852–860. doi: 10.1016/j.crohns.2012.01.015. [DOI] [PubMed] [Google Scholar]
- 37.Novak KL, Kaplan GG, Panaccione R, Afshar EE, Tanyingoh D, Swain M, et al. A simple ultrasound score for the accurate detection of inflammatory activity in Crohn's disease. Inflamm Bowel Dis. 2017;23(11):2001–2010. doi: 10.1097/MIB.0000000000001174. [DOI] [PubMed] [Google Scholar]
- 38.Drews BH, Barth TF, Hänle MM, Akinli AS, Mason RA, Muche R, et al. Comparison of sonographically measured bowel wall vascularity, histology, and disease activity in Crohn's disease. Eur Radiol. 2009;19(6):1379–1386. doi: 10.1007/s00330-008-1290-5. [DOI] [PubMed] [Google Scholar]
- 39.Sasaki T, Kunisaki R, Kinoshita H, Yamamoto H, Kimura H, Hanzawa A, et al. Use of color Doppler ultrasonography for evaluating vascularity of small intestinal lesions in Crohn's disease: correlation with endoscopic and surgical macroscopic findings. Scand J Gastroenterol. 2014;49(3):295–301. doi: 10.3109/00365521.2013.871744. [DOI] [PubMed] [Google Scholar]
- 40.Paredes JM, Ripollés T, Cortés X, Reyes MD, López A, Martínez MJ, et al. Non-invasive diagnosis and grading of postsurgical endoscopic recurrence in Crohn's disease: usefulness of abdominal ultrasonography and (99m)Tc-hexamethylpropylene amineoxime-labelled leucocyte scintigraphy. J Crohns Colitis. 2010;4(5):537–545. doi: 10.1016/j.crohns.2010.03.002. [DOI] [PubMed] [Google Scholar]
- 41.Paredes JM, Ripollés T, Cortés X, Moreno N, Martínez MJ, Bustamante-Balén M, et al. Contrast-enhanced ultrasonography: usefulness in the assessment of postoperative recurrence of Crohn's disease. J Crohns Colitis. 2013;7(3):192–201. doi: 10.1016/j.crohns.2012.03.017. [DOI] [PubMed] [Google Scholar]
- 42.Neye H, Voderholzer W, Rickes S, Weber J, Wermke W, Lochs H. Evaluation of criteria for the activity of Crohn's disease by power Doppler sonography. Dig Dis. 2004;22(1):67–72. doi: 10.1159/000078737. [DOI] [PubMed] [Google Scholar]
- 43.Eder P, Łykowska-Szuber L, Katulska K, Stawczyk-Eder K, Krela-Kaźmierczak I, Klimczak K, et al. Intestinal healing after anti-TNF induction therapy predicts long-term response to one-year treatment in patients with ileocolonic Crohn's disease naive to anti-TNF agents. Prz Gastroenterol. 2016;11(3):187–193. doi: 10.5114/pg.2015.55185. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Fernandes SR, Rodrigues RV, Bernardo S, Cortez-Pinto J, Rosa I, da Silva JP, 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: 10.1097/MIB.0000000000001143. [DOI] [PubMed] [Google Scholar]
- 45.Deepak P, Fletcher JG, Fidler JL, Barlow JM, Sheedy SP, Kolbe AB, et al. Radiological response is associated with better long-term outcomes and is a potential treatment target in patients with small bowel Crohn's disease. Am J Gastroenterol. 2016;111(7):997–1006. doi: 10.1038/ajg.2016.177. [DOI] [PubMed] [Google Scholar]
- 46.Piscaglia F, Nolsøe C, Dietrich CF, Cosgrove DO, Gilja OH, Bachmann Nielsen M, et al. The EFSUMB Guidelines and Recommendations on the Clinical Practice of Contrast Enhanced Ultrasound (CEUS): update 2011 on non-hepatic applications. Ultraschall Med. 2012;33(1):33–59. doi: 10.1055/s-0031-1281676. [DOI] [PubMed] [Google Scholar]
- 47.Medellin A, Merrill C, Wilson SR. Role of contrast-enhanced ultrasound in evaluation of the bowel. Abdom Radiol (NY) 2018;43(4):918–933. doi: 10.1007/s00261-017-1399-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Mary JY, Modigliani R. Development and validation of an endoscopic index of the severity for Crohn's disease: a prospective multicentre study. Groupe d'Etudes Thérapeutiques des Affections Inflammatoires du Tube Digestif (GETAID) Gut. 1989;30(7):983–989. doi: 10.1136/gut.30.7.983. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Walsh AJ, Bryant RV, Travis SP. Current best practice for disease activity assessment in IBD. Nat Rev Gastroenterol Hepatol. 2016;13(10):567–579. doi: 10.1038/nrgastro.2016.128. [DOI] [PubMed] [Google Scholar]
- 50.Klenske E, Bojarski C, Waldner M, Rath T, Neurath MF, Atreya R. Targeting mucosal healing in Crohn's disease: what the clinician needs to know. Therap Adv Gastroenterol. 2019;12:1756284819856865. doi: 10.1177/1756284819856865. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Peyrin-Biroulet L, Sandborn W, Sands BE, Reinisch W, Bemelman W, Bryant RV, 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: 10.1038/ajg.2015.233. [DOI] [PubMed] [Google Scholar]
- 52.Zittan E, Kelly OB, Gralnek IM, Silverberg MS, Hillary SA. Fecal calprotectin correlates with active colonic inflammatory bowel disease but not with small intestinal Crohn's disease activity. JGH Open. 2018;2(5):201–206. doi: 10.1002/jgh3.12068. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Stawczyk-Eder K, Eder P, Lykowska-Szuber L, Krela-Kazmierczak I, Klimczak K, Szymczak A, et al. Is faecal calprotectin equally useful in all Crohn's disease locations? A prospective, comparative study. Arch Med Sci. 2015;11(2):353–361. doi: 10.5114/aoms.2014.43672. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Simon EG, Wardle R, Thi AA, Eldridge J, Samuel S, Moran GW. Does fecal calprotectin equally and accurately measure disease activity in small bowel and large bowel Crohn's disease?: a systematic review. Intest Res. 2019;17(2):160–170. doi: 10.5217/ir.2018.00114. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request according to institutional policies.

