scholarly journals MRI-Based Radiomic Signature Identifying Secondary Loss of Response to Infliximab in Crohn's Disease

2022 ◽  
Vol 8 ◽  
Author(s):  
Jing Feng ◽  
Qi Feng ◽  
Yueying Chen ◽  
Tian Yang ◽  
Saiming Cheng ◽  
...  

Up to 50% of patients with Crohn's disease (CD) experience secondary loss of response (SLR) to infliximab. Patients with SLR may show clinical signs of iron deficiency as a result of inflammation despite being iron-replete. The magnetic resonance imaging (MRI)-based radiomic index, R2*, can detect changes in iron metabolism. Therefore, the R2* parameter has considerable potential for detection of SLR to infliximab. The aims of this study were to explore the correlation between R2* and inflammation and to develop a non-invasive nomogram based on R2* to identify SLR to infliximab in patients with CD. Three hundred and twenty-two infliximab-treated patients with CD who underwent magnetic resonance enterography within 2 weeks before or after 54 weeks of infliximab therapy were divided into training and validation datasets at a ratio of 8:2. Point-biserial analysis was conducted to confirm the relationship between R2* and inflammation. A multivariate logistic regression model was created using R2*, CRP and hemoglobin (OR, 1.10, 1.04 and 0.98; P < 0.05). Receiver-operating characteristic curves and the Hosmer-Lemeshow test were used to assess the performance of the model. A correlation between R2* and inflammation was identified. Different trends in R2* and iron status indices were observed between patients with responsive and non-responsive CD, which is worthy of further study. The model was converted to a visualized nomogram that had a good ability to discriminate the outcomes of infliximab therapy with an area under the curve of 0.723 (95% CI, 0.661–0.785) in the training dataset and 0.715 (95% CI, 0.587–0.843) in the validation dataset. We confirmed a correlation between R2* and inflammation in patients with CD. Based on the MRI-based radiomic signature, a novel nomogram was established and validated to facilitate individualized identification of SLR to infliximab in patients with CD.

2013 ◽  
Vol 7 (12) ◽  
pp. 950-957 ◽  
Author(s):  
Gert Van Assche ◽  
Karin A. Herrmann ◽  
Edouard Louis ◽  
Simon M. Everett ◽  
Jean-Frédéric Colombel ◽  
...  

Author(s):  
Xavier Roblin ◽  
Capucine Genin ◽  
Stéphane Nancey ◽  
Nicolas Williet ◽  
Pauline Veyrard ◽  
...  

Abstract Background In cases of loss of response due to mechanistic failure under antitumor necrosis factor agents, it is recommended to switch to another class of biologics. Two different strategies were compared in patients with inflammatory bowel disease (IBD) who were treated with nonoptimized adalimumab (ADA) and experienced a loss of response despite therapeutic trough levels of adalimuma—either ADA dose optimization or switching to vedolizumab or ustekinumab. Methods Patients under maintenance therapy with ADA monotherapy (40 mg every 14 days) and who experienced a secondary loss of response with trough levels > 4.9 μg/mL were included prospectively in this nonrandomized study. The primary end point was the survival rate without therapeutic discontinuation after ADA dose optimization or switching to another class of biologics. Results Adalimumab was optimized (n = 61 patients, 42 Crohn’s disease, 19 ulcerative colitis) or swapped for vedolizumab (n = 40, 20 ulcerative colitis) or ustekinumab (n = 30, 30 Crohn’s disease). At 24 months, 11 out of 70 patients (14.8%) in the swap group discontinued treatment compared with 36 out of 61 (59.6%) patients in the optimization group (P < 0.001). The median time without therapeutic discontinuation was significantly longer in the swap group (>24 months) than in the optimization group (13.3 months, P < 0.001). In the optimization group, treatment discontinuation was positively associated with baseline fecal calprotectin >500 μg/g (HR, 3.53; 95% CI, 1.16–10.72; P = 0.026) and inversely associated with variation of trough levels of adalimumab (>2 µg/mL from baseline to week 8 after optimization; HR, 0.51; 95% CI, 0.13–0.82; P = 0.03). In the swap group, no factor was associated with treatment discontinuation. Conclusion In IBD patients under ADA maintenance therapy who experience a secondary loss of response and in whom trough levels are >4.9µg/mL, swapping to another class is better than optimizing ADA, which is, however, appropriate in a subgroup of patients.


2021 ◽  
Vol Publish Ahead of Print ◽  
Author(s):  
Sebastiaan ten Bokkel Huinink ◽  
Vince Biemans ◽  
Marjolijn Duijvestein ◽  
Marieke Pierik ◽  
Frank Hoentjen ◽  
...  

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