BIOLOGIC AGENTS IN INFLAMMATORY BOWEL DISEASE

2009 ◽  
Vol 32 (2) ◽  
pp. 152
Author(s):  
Laura Strohmeyer
2020 ◽  
Vol 9 (11) ◽  
pp. 3427 ◽  
Author(s):  
Youn I Choi ◽  
Sung Jin Park ◽  
Jun-Won Chung ◽  
Kyoung Oh Kim ◽  
Jae Hee Cho ◽  
...  

Background: The incidence and global burden of inflammatory bowel disease (IBD) have steadily increased in the past few decades. Improved methods to stratify risk and predict disease-related outcomes are required for IBD. Aim: The aim of this study was to develop and validate a machine learning (ML) model to predict the 5-year risk of starting biologic agents in IBD patients. Method: We applied an ML method to the database of the Korean common data model (K-CDM) network, a data sharing consortium of tertiary centers in Korea, to develop a model to predict the 5-year risk of starting biologic agents in IBD patients. The records analyzed were those of patients diagnosed with IBD between January 2006 and June 2017 at Gil Medical Center (GMC; n = 1299) or present in the K-CDM network (n = 3286). The ML algorithm was developed to predict 5- year risk of starting biologic agents in IBD patients using data from GMC and externally validated with the K-CDM network database. Result: The ML model for prediction of IBD-related outcomes at 5 years after diagnosis yielded an area under the curve (AUC) of 0.86 (95% CI: 0.82–0.92), in an internal validation study carried out at GMC. The model performed consistently across a range of other datasets, including that of the K-CDM network (AUC = 0.81; 95% CI: 0.80–0.85), in an external validation study. Conclusion: The ML-based prediction model can be used to identify IBD-related outcomes in patients at risk, enabling physicians to perform close follow-up based on the patient’s risk level, estimated through the ML algorithm.


2021 ◽  
Vol 15 (Supplement_1) ◽  
pp. S564-S564
Author(s):  
S García Mateo ◽  
S J Martínez-Domínguez ◽  
M C Aso Gonzalvo ◽  
C J Gargallo-Puyuelo ◽  
B Gallego Llera ◽  
...  

Abstract Background Patients with Inflammatory Bowel Disease (IBD) suffer from a chronic illness and many of them need immunosuppressive therapy throughout the course of the disease. Consequently, COVID-19 pandemic has caused uncertainty about the possible increased risk of suffering SARS-CoV-2 infection that could confer IBD or its treatments. The aim of this study is to assess SARS-CoV-2 seroprevalence in patients with IBD as well as the existence of potential risk factors for its development. Methods This is a unicentric cross-sectional study developed in IBD unit of University Hospital “Lozano Blesa” of Zaragoza. Patients older than 18 years with established diagnosis of Crohn′s Disease (CD), Ulcerative Colitis (UC) or Indeterminate Colitis (IC) have been included. A blood sample has been drawn from each patient to detect IgG against SARS-CoV-2 (ELISA method) and each patient has completed a questionnaire to know symptoms related to infection and previous comorbidity. We have performed a descriptive analysis and a univariate analysis to study relationship between potential risk factors and seroconversion against SARS-CoV-2. Results 431 patients have been included, with a mean age of 50.2 ± 14.1 years and a 51.3% of women. Of them, 49.7% suffer from UC, 49.2% CD and 1.2% IC. Related to the treatment, 23.5% receive anti-TNF biologic agents, 13.1% other kind of biologic agents, 9.3% immunomodulators, 7.7% combined treatment (biologic agent and immunomodulator), 33.1% other treatment and 13.3% no treatment. According to World Health Organization (WHO) definitions, 85.6% had not suffered the infection, 7.7% were confirmed cases (only 3 admitted patients) and 6.7% were probable cases. The seroprevalence of SARS-CoV-2 obtained is 8.8%, being significantly higher among confirmed cases than among probable cases (71.0% in confirmed vs 6.9% in probable; RR 10.3; p<0.001). A higher risk of seroconversion has been detected among patients without biologic agents (11.8% in patients without biologic agents vs 5.3% in patients with biologic agents; RR 2.2; p=0.021). No differences have been observed in the seroprevalence of patients with other treatments for IBD or in terms of age, active smoking, level of inflammation markers, the presence of symptoms of infection or hospital admission. Conclusion The seroprevalence of SARS-CoV-2 of Aragon′s patients with IBD is similar to that described in national seroprevalence study of Ministry of Health for the region (8.8%). The treatment with biologic agents is associated with a lower risk of seroconversion


2021 ◽  
Vol 15 (Supplement_1) ◽  
pp. S239-S240
Author(s):  
F Ferretti ◽  
M C Monico ◽  
R Cannatelli ◽  
M V Lenti ◽  
A Di Sabatino ◽  
...  

Abstract Background A high proportion of Inflammatory Bowel Disease (IBD) patients will develop extraintestinal manifestations (EIMs). Choosing the most appropriate therapeutic strategy among currently available biologics for each patient may often be challenging. Data regarding the effects of gut-selective therapies such as vedolizumab (VDZ) on new-onset and pre-existing EIMs are scarce and often discordant. The main aims of this study were to assess the cumulative incidence of new-onset EIMs and the course of pre-existing EIMs in a large cohort of IBD patients treated with VDZ compared to non-gut selective biologic agents. Methods This multicenter retrospective study collected data of IBD patients on biologic therapy in clinical follow-up at 6 tertiary referral IBD units in Lombardy. Clinical and demographic data of IBD patients were collected. We calculated the cumulative incidence of new-onset EIMs since the introduction of the ongoing biologic therapy, comparing patients on VDZ with patients on non-gut selective therapies. Furthermore, we analyzed the course of pre-existing and new-onset EIMs in these two cohorts of patients. Results Data about 973 IBD patients (624 CD, 339 UC, 10 IBD-U; median age 46 years; 59% males) on biologic therapy were collected. Of them, 215 were on VDZ and 758 were on non-gut-selective agents, with a median treatment duration with the ongoing therapy of 3 years. The overall prevalence of EIMs in this IBD cohort of patients was 19.8% (193/973 patients). The overall cumulative incidence of new-onset EIMs was of 4.1 % (40/973): 13 on VDZ (13/215) versus 27 (27/758) in the non-gut selective group (6% vs 3.6%, p = 0.1). Regardless of the type of biologic agents, the female sex and the duration of the ongoing biologic treatment were statistically associated with a higher risk of developing EIMs. About 17% of IBD patients reported a pre-existing EIM. Compared to non-gut selective therapies, patients on VDZ showed a significantly higher rate of worsening or absence of response (8.1% vs 19.4%, 12/148 vs 7/36, p=0.04). However, in both groups, a modification of the therapeutic protocol has been necessary with the introduction of adjunctive therapy, the switch, or the optimisation of the ongoing biologic therapy (27.8% patients on VDZ versus 25% on non-gut selective therapies, p=0.7). Conclusion Our study suggests that the type of biologic treatment does not affect the risk of new-onset of EIMs. However, in the case of pre-existing EIMs, a subtle higher risk of worsening can be speculated after starting VDZ, even if the proportion of patients who will need adjunctive therapy, the optimisation or switch of the ongoing treatment would be similar between gut-selective and non-gut selective therapies.


BioDrugs ◽  
2013 ◽  
Vol 27 (6) ◽  
pp. 585-590 ◽  
Author(s):  
Roslyn Kemp ◽  
Elliott Dunn ◽  
Michael Schultz

2016 ◽  
Vol 111 ◽  
pp. S1256-S1257
Author(s):  
Ozdemir Kanar ◽  
Andrew C. Berry ◽  
Rahman Nakshabendi ◽  
Petra Aldridge ◽  
Travis Myers ◽  
...  

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