P082 A cell-centred meta-analysis reveals baseline predictors of anti-TNFα non-response in biopsy and blood of IBD patients. (16th January 2018)
- Record Type:
- Journal Article
- Title:
- P082 A cell-centred meta-analysis reveals baseline predictors of anti-TNFα non-response in biopsy and blood of IBD patients. (16th January 2018)
- Main Title:
- P082 A cell-centred meta-analysis reveals baseline predictors of anti-TNFα non-response in biopsy and blood of IBD patients
- Authors:
- Gaujoux, R
Starosvetsky, E
Maimon, N
Vallania, F
Bar-Yoseph, H
Pressman, S
Weisshof, R
Goren, I
Waterman, M
Yanai, H
Dotan, I
Sabo, E
Chowers, Y
Khatri, P
Shen-Orr, S S - Abstract:
- Abstract: Background: Although anti-TNFα therapies represent a major breakthrough in inflammatory bowel diseases (IBD) therapy, their cost-benefit ratio is hampered by an overall 30% non-response rate, adverse side effects and high costs. Thus, finding predictive biomarkers of non-response prior to commencing anti-TNFα therapy is of high-value. Methods: We analysed publicly available whole-genome expression profiles of colon biopsies obtained from multiple cohorts of IBD patients using a combined computational deconvolution – meta-analysis paradigm which allows to estimate immune cell contribution to the measured expression and capture differential regulatory programs otherwise masked due to variation in cellular composition. Insights from this in-silico approach were experimentally validated in biopsies and blood samples of three independent test cohorts. Results: We found the proportion of plasma cells as a robust pretreatment biomarker of non-response to therapy, which we validated in two independent cohorts of immunostained colon biopsies, where a plasma cellular score from inflamed biopsies was predictive of non-response with an Area Under the Curve (AUC) of 87.5%. Meta-analysis of the cell proportion-adjusted gene expression data suggested that an increase in inflammatory macrophages in anti-TNFα non-responding individuals is associated with the upregulation of the TREM1 and CCR2-CCL7 axes. Blood gene expression analysis of an independent cohort, identified TREM1Abstract: Background: Although anti-TNFα therapies represent a major breakthrough in inflammatory bowel diseases (IBD) therapy, their cost-benefit ratio is hampered by an overall 30% non-response rate, adverse side effects and high costs. Thus, finding predictive biomarkers of non-response prior to commencing anti-TNFα therapy is of high-value. Methods: We analysed publicly available whole-genome expression profiles of colon biopsies obtained from multiple cohorts of IBD patients using a combined computational deconvolution – meta-analysis paradigm which allows to estimate immune cell contribution to the measured expression and capture differential regulatory programs otherwise masked due to variation in cellular composition. Insights from this in-silico approach were experimentally validated in biopsies and blood samples of three independent test cohorts. Results: We found the proportion of plasma cells as a robust pretreatment biomarker of non-response to therapy, which we validated in two independent cohorts of immunostained colon biopsies, where a plasma cellular score from inflamed biopsies was predictive of non-response with an Area Under the Curve (AUC) of 87.5%. Meta-analysis of the cell proportion-adjusted gene expression data suggested that an increase in inflammatory macrophages in anti-TNFα non-responding individuals is associated with the upregulation of the TREM1 and CCR2-CCL7 axes. Blood gene expression analysis of an independent cohort, identified TREM1 downregulation in non-responders at baseline, which was predictive of response with an AUC of 94%. Conclusions: Our study proposes two clinically feasible assays, one in biopsy and one in blood, for predicting non-response to anti-TNFα therapy prior to initiation of treatment. Moreover, it suggests that mechanism-driven novel drugs for non-responders should be developed. … (more)
- Is Part Of:
- Journal of Crohn's and colitis. Volume 12:Number 1(2018:Jan.)Supplement 1
- Journal:
- Journal of Crohn's and colitis
- Issue:
- Volume 12:Number 1(2018:Jan.)Supplement 1
- Issue Display:
- Volume 12, Issue 1 (2018)
- Year:
- 2018
- Volume:
- 12
- Issue:
- 1
- Issue Sort Value:
- 2018-0012-0001-0000
- Page Start:
- S133
- Page End:
- S134
- Publication Date:
- 2018-01-16
- Subjects:
- Inflammatory bowel diseases -- Periodicals
616.344005 - Journal URLs:
- http://www.journals.elsevier.com/journal-of-crohns-and-colitis/ ↗
http://ecco-jcc.oxfordjournals.org/content/9/3 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1093/ecco-jcc/jjx180.209 ↗
- Languages:
- English
- ISSNs:
- 1873-9946
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4965.651500
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 12252.xml