scholarly journals P283 Patient-reported symptoms over a period of 14 days reliably predict endoscopic and histological disease activity in ulcerative colitis (UC)

2020 ◽  
Vol 14 (Supplement_1) ◽  
pp. S293-S294 ◽  
Author(s):  
A Kormilitzin ◽  
A J Walsh ◽  
L Matini ◽  
R Kantschuster ◽  
M Lepetyukh ◽  
...  
Keyword(s):  
Ulcerative Colitis ◽  
Longitudinal Data ◽  
Disease Activity ◽  
Data Representation ◽  
Classification Algorithm ◽  
Gradient Boosting ◽  
Machine Learning Classification ◽  
Extreme Gradient Boosting ◽  
Patient Reported ◽  
Active Disease

Abstract Background Disease activity assessment in UC is most accurately evaluated by endoscopy and biopsy, which often correlates poorly with current symptoms. We investigated whether a machine learning classification algorithm using patient-reported Simple Clinical Colitis Activity Index (SCCAI) over 14 days and signature features could reliably distinguish endoscopic and histopathologic activity from remission. Methods The TrueColours ulcerative colitis (UC) monitoring platform was used to collect symptoms (SCCAI, daily) and endoscopic/histopathological activity, as per the UCEIS and Nancy indices (twice in 6 months) in 233 patients. The longitudinal data may be seen as a trajectory. The signature is a collection of statistics which efficiently summarises the trajectory and serves as a non-parametric hierarchical method for longitudinal data representation. Signature features were used as input to the extreme gradient boosting classification algorithm to categorise subjects into remission or active disease groups. Remission: UCEIS ≤1 AND Nancy ≤1; Active disease: UCEIS ≥4 AND Nancy ≥2. The advanced signature-based approach was compared with a baseline model with manually constructed features (mean SCCAI score over 14 days preceding endoscopy). Cross-validation was used to report metrics, Table 1. Results Disease activity classification with signature features significantly outperformed mean-SCCAI based approach (AUC 0.87 vs. AUC 0.79 correspondingly, p = 0.011, Figure 1). All other statistical metrics (including sensitivity (0.89), specificity (0.78), PPV (0.82) and NPV) demonstrated the same trend, favouring the signature method. The decision-tree-based ensemble gradient boosting classification algorithm (XGBoost) has the intrinsic ability to rank feature importance. The signature feature of the fourth item within the SCCAI (blood in stool) dominated, followed by cross-correlation between the first (daily bowel frequency) and fourth item. Conclusion Gradient boosting classification algorithm with signature features extracted from the longitudinal six-item symptoms of the SCCAI, reliably identified subjects with endoscopic and histopathological disease activity. The developed algorithm may be used with the TrueColours platform as a decision support tool.

scholarly journals Crohn’s disease and ulcerative colitis patient-reported outcomes signs and symptoms for the remote management of inflammatory bowel disease during the COVID-19 pandemic

2021 ◽  
Vol 5 (1) ◽  
Author(s):  
Sergio Pinto ◽  
Erica Loddo ◽  
Salvatore Paba ◽  
Agnese Favale ◽  
Fabio Chicco ◽  
...  
Keyword(s):  
Ulcerative Colitis ◽  
Inflammatory Bowel Disease ◽  
Crohn’S Disease ◽  
Bowel Disease ◽  
Patient Reported Outcomes ◽  
Signs And Symptoms ◽  
Patient Reported ◽  
Inflammatory Bowel ◽  
Active Patients ◽  
Active Disease

Abstract Background and aims The COVID-19 pandemic has led to a deep reorganization of hospital services including inflammatory bowel disease (IBD) units. In this situation, conversion of in-person routine follow-up visits into phone consultations might be necessary. Here we explored the feasibility of using the validated Crohn’s Disease (CD) or Ulcerative Colitis (UC) Patient-Reported Outcomes Signs and Symptoms (CD- and UC-PRO/SS) to collect data about abdominal symptoms (abdominal/S) and bowel signs and symptoms (bowel/SS) remotely. Methods CD- and UC-PRO/SS were collected during phone consultations and compared among patients with active and inactive disease. The effectiveness of therapeutic intervention in patients with active disease was assessed by PRO/SS variation. Results Twenty-one CD and 56 UC patients were evaluated by phone. Six (28.6%) CD and 15 (26.8%) UC patients were considered to have active disease. In CD the bowel/SS but not the abdominal/S module was significantly higher in active patients (mean bowel/SS 2.50 [SE ± 0.44] active vs 0.76 [SE ± 0.18] remission, p = 0.008, AUC 0.87; mean abdominal/S 1.11 [SE ± 0.38] active vs 0.24 [SE ± 0.13] remission, p = 0.066). UC-PRO/SS measures were significantly higher in active patients as compared to patients in remission (median bowel/SS 1.63 [SE ± 0.24] active vs 0.33 [SE ± 0.04] remission; p < 0.0001, AUC 0.91; mean abdominal/S 1.03 [SE ± 0.24] vs 0.37 [SE ± 0.12]; p = 0.009, AUC 0.71). Therapy was escalated in 12 patients (3 CD and 9 UC) due to disease relapse. Therapy escalation resulted in the reduction of PRO/SS as evaluated at the subsequent phone consultation. Conclusions PRO/SS might represent a feasible tool to evaluate disease activity and therapy outcome in IBD patients during periods of limited access to outpatient clinics.

Adaptive scheduling method for dynamic robotic cell based on pattern classification algorithm

2018 ◽  
Vol 09 (05) ◽  
pp. 1850040 ◽  
Author(s):  
Chuyuan Wang ◽  
Linxuan Zhang ◽  
Chongdang Liu
Keyword(s):  
Real Time ◽  
Pattern Classification ◽  
Feature Selection Method ◽  
Classification Algorithm ◽  
Adaptive Scheduling ◽  
Gradient Boosting ◽  
Production Environment ◽  
Robotic Cell ◽  
Extreme Gradient Boosting ◽  
Scheduling Method

In order to deal with the dynamic production environment with frequent fluctuation of processing time, robotic cell needs an efficient scheduling strategy which meets the real-time requirements. This paper proposes an adaptive scheduling method based on pattern classification algorithm to guide the online scheduling process. The method obtains the scheduling knowledge of manufacturing system from the production data and establishes an adaptive scheduler, which can adjust the scheduling rules according to the current production status. In the process of establishing scheduler, how to choose essential attributes is the main difficulty. In order to solve the low performance and low efficiency problem of embedded feature selection method, based on the application of Extreme Gradient Boosting model (XGBoost) to obtain the adaptive scheduler, an improved hybrid optimization algorithm which integrates Gini impurity of XGBoost model into Particle Swarm Optimization (PSO) is employed to acquire the optimal subset of features. The results based on simulated robotic cell system show that the proposed PSO-XGBoost algorithm outperforms existing pattern classification algorithms and the newly learned adaptive model can improve the basic dispatching rules. At the same time, it can meet the demand of real-time scheduling.

scholarly journals Development of Mucosal PNAd+ and MAdCAM-1+ Venules during Disease Course in Ulcerative Colitis

Cells ◽  
2020 ◽  
Vol 9 (4) ◽  
pp. 891
Author(s):  
Britt Roosenboom ◽  
Ellen G. van Lochem ◽  
Jos Meijer ◽  
Carolijn Smids ◽  
Stefan Nierkens ◽  
...  
Keyword(s):  
Ulcerative Colitis ◽  
Disease Activity ◽  
High Endothelial Venules ◽  
Cell Homing ◽  
Colonic Biopsy ◽  
T Cell Homing ◽  
N 93 ◽  
Active Inflammation ◽  
Active Disease

PNAd and MAdCAM-1 addressins on venules are of importance in T-cell homing and potential therapeutic targets in ulcerative colitis (UC). Normally, PNAd+ high endothelial venules (HEVs) are only present in lymphoid organs, whereas small numbers of MAdCAM-1+ venules can be seen in non-lymphoid tissue. We aimed to study their presence in the intestinal mucosa of UC patients at diagnosis and during follow-up, and their correlation with disease activity. Colonic biopsy specimens of 378 UC patients were analyzed by immunohistochemistry for CD3, CD20, ERG, MECA-79 (PNAd) and MECA-376 (MAdCAM-1) and compared to healthy controls (HC). The proportion of PNAd+HEVs in UC at diagnosis was 4.9% (IQR 2.0%–8.3%), while none were detected in HC. During follow-up, PNAd+HEVs completely disappeared in remission (n = 93), whereas the proportion in active disease was similar to baseline (n = 285, p = 0.39). The proportion of MAdCAM-1+venules in UC at baseline was 5.8% (IQR 2.6–10.0). During follow-up, the proportion in remission was comparable to diagnosis, but upregulated (7.5% (IQR 4.4–10.9), p = 0.001) in active disease. In conclusion, PNAd+HEVs appear in UC during active inflammation which could thus serve as a marker for disease activity, whereas MAdCAM-1+venules remain present after inflammation is resolved and increase after subsequent flares, reflecting chronicity and potentially serving as a therapeutic target.

scholarly journals P807 UCEIS is associated with PRO2, partial Mayo and SCCAI remission in UC: preliminary results from a prospective study

2020 ◽  
Vol 14 (Supplement_1) ◽  
pp. S631-S631
Author(s):  
P A Golovics ◽  
L Gonczi ◽  
J Reinglass ◽  
C Verdon ◽  
W Afif ◽  
...  
Keyword(s):  
Ulcerative Colitis ◽  
Clinical Remission ◽  
Roc Analysis ◽  
Clinical Decision Making ◽  
Activity Index ◽  
Operating Characteristics ◽  
Faecal Calprotectin ◽  
Patient Reported ◽  
Index Of Severity ◽  
Active Disease

Abstract Background Optimal management of patients with ulcerative colitis (UC) requires the accurate assessment of disease activity. Endoscopic evaluation is considered the gold standard approach, but it is invasive. We aimed to determine the operating characteristics of the Ulcerative Colitis Endoscopic Index of Severity (UCEIS), to quantify the cut off most closely correlated with clinical remission or activity and determine agreement with the Mayo endoscopic subscore (MES), Baron score, clinical scores and biomarkers. Methods 136 patients were included prospectively (age: 48 (IQR38-61) years, duration 12 (4–19)years, 63 females, 53.7% extensive disease, 40.4% on biologicals) at the time of the colonoscopy. Ulcerative Colitis Endoscopic Index of Severity (UCEIS) Mayo endoscopic subscore (MES), Baron scores were calculated, as well as the2 item patient reported outcome (PRO), partial MAYO, Simple Clinical Colitis Activity Index (SCCAI). CRP and faecal calprotectin (FCAL) was available in 58.1 and 33.8% of patients. 20.7% had clinical flare, treatment was escalated in 17.8% of patients. ROC analysis and K-statistics were performed and Spearman’s correlation was calculated. Results UCEIS was strongly associated to PRO2 SF (AUC:0.866), RBS (AUC:0.921), PRO2 combined remission (AUC:0.905), partial MAYO (AUC:0.956) and SCCAI (AUC:0.907) remission in a ROC analysis. A UCEIS of ≤3 was identified as the best cut-off to identify RBS subscore of 0, or total PRO2 remission (RBS 0 and SF ≤1), partial MAYO (≤2) and SCCAI (≤2.5) remission, while a UCEIS≥4 identified active disease frequently needing change in medical therapy. A moderate agreement was found between UCEIS and MES (K=0.451) or Baron (K=0.499) scores. Correlation between FCAL and UCEIS (coeff:0.743, p &lt; 0.0001) was strong, while modest only with CRP (coeff:0.333, p = 0.01). Conclusion A UCEIS was strongly associated with clinical remission defined as PRO2, SF, RBS, partial Mayo or SCCAI with best agreement with RBS and partial Mayo remission. A UCEIS of ≤3 was identified as a cut-off for quiescent disease, while a UCEIS≥4 identified active disease, which can support clinical decision-making based on endoscopic findings. Agreement between UCEIS and FCAL was strong, while agreement with UCEIS and MES/Baron scores was moderate.

Su1931 PATIENT-REPORTED SYMPTOMS OVER A PERIOD OF 14 DAYS RELIABLY PREDICT ENDOSCOPIC AND HISTOLOGICAL DISEASE ACTIVITY IN ULCERATIVE COLITIS (UC)

2020 ◽  
Vol 158 (6) ◽  
pp. S-707-S-708
Author(s):  
Andrey Kormilitzin ◽  
Alissa Walsh ◽  
Lawrence Matini ◽  
Ramona Kantschuster ◽  
Marianna Lepetyukh ◽  
...  
Keyword(s):  
Ulcerative Colitis ◽  
Disease Activity ◽  
Patient Reported

P121 REAL WORLD PREVALENCE OF BOWEL MOVEMENT URGENCY – A SNAPSHOT OF SYMPTOM EXPERIENCE REPORTED BY PATIENTS WITH ULCERATIVE COLITIS PARTICIPATING IN SPARC IBD

2020 ◽  
Vol 26 (Supplement_1) ◽  
pp. S44-S45
Author(s):  
April Naegeli ◽  
Yan Dong ◽  
Xian Zhou ◽  
Nathan Morris ◽  
Vipin Arora ◽  
...  
Keyword(s):  
Ulcerative Colitis ◽  
Disease Activity ◽  
Real World ◽  
Ad Hoc ◽  
Bowel Movement ◽  
Severe Disease ◽  
Symptom Experience ◽  
Biologic Treatment ◽  
Patient Reported ◽  
Bowel Movements

Abstract Background Urgency, also referred to as bowel movement urgency or bowel urgency, is the sudden need for a bowel movement. Bowel urgency is one of the most bothersome and important symptoms experienced by patients with ulcerative colitis (UC), contributing to decrements in quality of life. Bowel urgency is distinct from the common symptoms associated with UC, namely stool frequency and rectal bleeding, however patients often experience all symptoms, urgent, frequent bowel movements with bleeding, concurrently. Bowel movement urgency is a key symptom for triggering clinical consideration of UC diagnosis and for defining more severe disease activity in clinical practice. Methods The results published here are based on data obtained from the IBD Plexus program of the Crohn’s & Colitis Foundation. To better understand the prevalence of bowel movement urgency in patients with UC, an ad hoc analysis was performed using data from a Study of a Prospective Adult Research Cohort with IBD (SPARC IBD), a multicenter longitudinal study of adult patients with IBD that collects and links clinical data, patient-reported outcome (PRO) data, and serial bio-samples throughout the course of the patients’ disease. The enrollment visit was defined as 7 days from the patients’ date of enrollment in SPARC IBD. At study enrollment, patients were asked to answer questions based on their symptom experiences. Patients reported how much urgency they experienced before bowel movements on average during the past 3 days (none, mild, moderate, moderately severe, severe, not applicable). Descriptive analyses for patient demographic and disease characteristics were conducted. Additionally, contingency table analyses were conducted exploring the association of urgency with other UC symptoms and other measures of UC disease severity. Results Of 1,833 patients included in the SPARC IBD data cutoff of May 13, 2019 (Enrolled from 08 November 2016 to 15 May 2019), 582 were patients with UC, of which 514 had urgency data available. Overall, 51.8% of patients were male, and the mean age is 42.4 years (Table 1). At enrollment, 59.7% of patients reported some level (mild, moderate, moderately severe/severe) of urgency. Forty-six percent of UC patients with urgency data were receiving biologic treatment with 31% still reporting mild urgency, and 32% reporting moderate to severe urgency (Table 1). The severity of urgency was associated with patient reported severity of other UC symptoms and disease activity (Table 2). Conclusion Results from ad hoc analyses using a real-world sample of patients with UC suggest that bowel movement urgency is a prevalent symptom of UC which varies with disease activity.

scholarly journals Gully Erosion Susceptibility Mapping in Highly Complex Terrain Using Machine Learning Models

2021 ◽  
Vol 10 (10) ◽  
pp. 680
Author(s):  
Annan Yang ◽  
Chunmei Wang ◽  
Guowei Pang ◽  
Yongqing Long ◽  
Lei Wang ◽  
...  
Keyword(s):  
Machine Learning ◽  
Complex Terrain ◽  
Large Scale ◽  
Area Under The Curve ◽  
Gully Erosion ◽  
Susceptibility Mapping ◽  
Weight Of Evidence ◽  
Gradient Boosting ◽  
Machine Learning Classification ◽  
Extreme Gradient Boosting

Gully erosion is the most severe type of water erosion and is a major land degradation process. Gully erosion susceptibility mapping (GESM)’s efficiency and interpretability remains a challenge, especially in complex terrain areas. In this study, a WoE-MLC model was used to solve the above problem, which combines machine learning classification algorithms and the statistical weight of evidence (WoE) model in the Loess Plateau. The three machine learning (ML) algorithms utilized in this research were random forest (RF), gradient boosted decision trees (GBDT), and extreme gradient boosting (XGBoost). The results showed that: (1) GESM were well predicted by combining both machine learning regression models and WoE-MLC models, with the area under the curve (AUC) values both greater than 0.92, and the latter was more computationally efficient and interpretable; (2) The XGBoost algorithm was more efficient in GESM than the other two algorithms, with the strongest generalization ability and best performance in avoiding overfitting (averaged AUC = 0.947), followed by the RF algorithm (averaged AUC = 0.944), and GBDT algorithm (averaged AUC = 0.938); and (3) slope gradient, land use, and altitude were the main factors for GESM. This study may provide a possible method for gully erosion susceptibility mapping at large scale.

scholarly journals OP09 Patient reported outcomes reflect histologic disease activity in patients with Ulcerative Colitis: Interim analysis of the APOLLO study

2021 ◽  
Vol 15 (Supplement_1) ◽  
pp. S008-S009
Author(s):  
B Verstockt ◽  
C Jorissen ◽  
E Hoefkens ◽  
N Lembrechts ◽  
L Pouillon ◽  
...  
Keyword(s):  
Ulcerative Colitis ◽  
Disease Activity ◽  
Patient Reported Outcomes ◽  
Activity Index ◽  
Remission Rate ◽  
Stool Frequency ◽  
Patient Reported ◽  
Endoscopic Remission ◽  
Histological Remission ◽  
General Wellbeing

Abstract Background Treating beyond endoscopic remission, aiming for histological remission, has shown to reduce relapse and hospitalization rates in patients with ulcerative colitis (UC). However, very little is known on how histological remission associates with patient reported outcomes (PROMs). Methods PROMs (Simple clinical colitis activity index [SCCAI], IBD disk and Visual Analogue Scales [VAS]) were prospectively collected through a digital questionnaire in all patients with UC undergoing colonoscopy between July 21st 2020-Jan 21st 2021. Mayo endoscopic sub score and UCEIS were determined, as well as the Nancy histologic index (NHI) of the most affected area. Endoscopic remission was defined as Mayo endoscopic sub score 0 and UCEIS 0; histologic remission as NHI 0, absence of active inflammation as NHI ≤ 1. PRO2 remission was defined as stool frequency ≤ 1 (absolute stool frequency ≤ 3 OR 1–2 stools more than usual) and rectal bleeding score of 0. Results Fifty-six paired assessments were collected in 48 unique patients (Table 1), with a histologic, endoscopic and PRO-2 remission rate of 23.2%, 28.6% and 38.2% respectively. Patients with histologic remission or absence of histologic inflammation had a significantly lower overall IBD disability (p=0.007, p=0.003) and disease activity score (p=0.003, p&lt;0.001), as compared to patients without. In line, NHI correlated with the overall IBD disk (r=0.40, p=0.002) and SCCAI score (r=0.50, p&lt;0.001). Many individual components of both scores (abdominal pain, arthralgia, impact on education and work/interpersonal interactions/sexual function, regulation of defecation, blood loss, general wellbeing, joint pain, numbers of stools during night/day, urgency) differed significantly between patients with and without histologic remission. VAS scores assessing general wellbeing (r=0.33, p=0.01), impact on daily activities (r=0.41, p=0.002), UC-related symptoms (r=0.42, p=0.001) and worries (r=0.40, p=0.002) correlated with histology. Quartile analysis of the overall IBD disk and SCCAI scores confirmed the highest likelihood for histologic remission in patients with the lowest scores (Q1-Q2 vs Q3-Q4 39.3% vs 7.1%, p=0.01; 40.0% vs 9.7%, p=0.01) (Figure 1). Nevertheless, the overall accuracy of the IBD disk (0.75) or SCCAI score (0.76) for histologic remission is lower (p&lt;0.05) than the accuracy of the Mayo endoscopic (0.90) or UCEIS (0.90) score. Table 1: Baseline features Abstract OP09 – Figure 1: Quartile analysis Conclusion In patients with UC, PROMs for disability and clinical disease activity reflect histologic disease activity and should therefore be further explored in (trial) endpoint discussions. However, they cannot fully replace endoscopic and histologic findings, and should be considered complementary.

scholarly journals DOP18 UCEIS is associated with PRO2, partial Mayo and SCCAI remission in UC: Final results from a prospective study

2021 ◽  
Vol 15 (Supplement_1) ◽  
pp. S056-S057
Author(s):  
P Golovics ◽  
L Gonczi ◽  
J Reinglas ◽  
C Verdon ◽  
S Pundir ◽  
...  
Keyword(s):  
Ulcerative Colitis ◽  
Clinical Remission ◽  
Roc Analysis ◽  
Clinical Decision Making ◽  
Activity Index ◽  
Clinical Decision ◽  
Operating Characteristics ◽  
Patient Reported ◽  
Index Of Severity ◽  
Active Disease

Abstract Background Optimal management of patients with ulcerative colitis (UC) requires the accurate assessment of disease activity. Endoscopic evaluation is considered the gold standard approach, but it is invasive. We aimed to determine the operating characteristics of the Ulcerative Colitis Endoscopic Index of Severity (UCEIS), to quantify the cut off most closely correlated with clinical remission or activity and determine agreement with the Mayo endoscopic subscore (MES), Baron score, clinical scores and biomarkers. Methods 171 patients were included prospectively and consecutively (age: 49 (IQR: 38–61) years, duration 12 (4–19)years, 79 females (46.2%), 57.3% extensive disease, 42.7% on biologicals) at the time of the colonoscopy. Ulcerative Colitis Endoscopic Index of Severity (UCEIS) Mayo endoscopic subscore (MES), Baron scores were calculated, as well as the 2 item patient reported outcome (PRO), partial MAYO, Simple Clinical Colitis Activity Index (SCCAI). C reactive Protein (CRP) and fecal calprotectin (FCAL) was available in 83 and 45.6% of patients. 17.0% had clinical flare, treatment was escalated in 14.6% of patients. Sensitivity, specificity, PPV and NPV values were calculated, ROC analysis and K-statistics were performed. Results UCEIS was strongly associated to PRO2 SF (AUC:0.863), RBS (AUC:0.924), PRO2 combined (AUC:0.898), partial MAYO (AUC:0.945) and SCCAI (AUC:0.901) remission in a ROC analysis. A UCEIS of ≤3 was identified as the best cut-off to identify RBS subscore of 0, or total PRO2 remission (RBS 0 and SF ≤1), partial MAYO (≤2) and SCCAI (≤2.5) remission, while a UCEIS≥4 identified active disease frequently needing change in medical therapy. A moderate agreement was found between UCEIS &lt;4 and MES 0 (K=0.471) or Baron 0 (K=0.414)/Baron 0–1 (K=0.353). Correlation between FCAL and UCEIS (coeff:0.701, p&lt;0.0001) was strong, while modest only with CRP (coeff:0.248, p=0.01). Conclusion UCEIS was strongly associated with clinical remission defined as PRO2, SF, RBS, partial Mayo or SCCAI with best agreement with RBS and partial Mayo remission. A UCEIS of ≤3 was identified as a cut-off for quiescent disease, while a UCEIS≥4 identified active disease, which can support clinical decision-making based on endoscopic findings. Agreement between UCEIS and FCAL was strong, while agreement with UCEIS and MES/Baron scores was moderate.

scholarly journals P364 Patient reported outcomes, partial MAYO score and SCCAI are equally accurate in predicting mucosal healing in UC: final results form a prospective study

2021 ◽  
Vol 15 (Supplement_1) ◽  
pp. S381-S382
Author(s):  
P Golovics ◽  
L Gonczi ◽  
J Reinglass ◽  
C Verdon ◽  
S Pundir ◽  
...  
Keyword(s):  
Ulcerative Colitis ◽  
Disease Activity ◽  
Patient Reported Outcomes ◽  
Roc Analysis ◽  
Activity Index ◽  
Strong Association ◽  
Fecal Calprotectin ◽  
Mucosal Healing ◽  
Patient Reported ◽  
Assessment Of Disease Activity

Abstract Background Optimal management of patients with ulcerative colitis (UC) requires the accurate assessment of disease activity. Endoscopic evaluation is considered the gold standard approach, but it is invasive. We aimed to determine how strong patient reported outcomes, clinical scores and symptoms correlate with endoscopy for assessment of disease activity in UC patients. Methods 171 patients were included prospectively and consecutively (age: 49 (IQR: 38-61) years, duration 12 (4-19)years, 79 females (46.2%), 57.3% extensive disease, 42.7% on biologicals) at the time of the colonoscopy. The 2 item patient reported outcome (PRO), partial MAYO, Simple Clinical Colitis Activity Index (SCCAI), Mayo endoscopic subscore (MES), Baron and Ulcerative Colitis Endoscopic Index of Severity (UCEIS) scores were calculated. C reactive Protein (CRP) and fecal calprotectin (FCAL) was available in 83 and 45.6% of patients. 17.0% had clinical flare, treatment was escalated in 14.6% of patients. Sensitivity, specificity, PPV and NPV values were calculated, ROC analysis and K-statistics were performed. Results Rectal bleeding (RBS), stool frequency (SF) subscore of 0, or total PRO2 remission (RBS 0 and SF ≤1), partial MAYO (≤2) and SCCAI (≤2.5) remission were similarly associated to mucosal healing defined by MES (0 or ≤1) or Baron (0 or ≤1) scores (Table 1). PRO2 (AUCMES0/Baron0: 0.770/0.740, AUCMES0-1/Baron0-1: 0.868/0.858), SF (AUCMES0/Baron0:0.751/0.724, AUCMES0-1/Baron0-1:0842/0.820), RBS (AUCMES0/Baron0: 0.718/0.698, AUCMES0-1/Baron0-1: 0.814/0.845) partial Mayo (AUCMES0/Baron0: 0.823/0.788, AUCMES0-1/Baron0-1: 0.927/0.902) and SCCAI (AUCMES0/Baron0: 0.767/0.752, AUCMES0-1/Baron0-1:0.888/0.867) were similarly associated with mucosal healing in a ROC analysis. There was a strict association between MES 0 and Baron 0 (k=0.917) and UCEIS &lt;4 and MES 0-1 (k=0.813), while moderate to fair agreement between UCEIS &lt;4 and MES 0 (K=0.471) or Baron 0 (K=0.414)/Baron 0-1 (K=0.353), and between MES 0-1 and Baron 0-1 (K= 0.350) scores. Agreement between CRP and clinical remission or endoscopic healing (MES/Baron) was poor (K~0.2), while agreement between FCAL (&gt;100 or &gt;250) and RBS-PRO2 remission (K&gt;100 or &gt;250: 0.44-0.60) or pMAYO (K&gt;100 or &gt;250: 0.41-0.59) or MES/Baron 0 was moderate to good (K&gt;100:0.53-0.52 and K&gt;250:0.57-0.53). Conclusion We found no difference across accuracy of RBS, SF, PRO2, partial Mayo and SCCAI in predicting endoscopic healing. A strong association was found with high PPV for MES/Baron ≤1 and high NPV for MES/Baron 0. FCAL, but not CRP was associated to clinical and endoscopic remission.

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