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Polygenetic risk scores do not add predictive power to clinical models for response to anti-TNFα therapy in inflammatory bowel disease

BACKGROUND: Anti-tumour necrosis factor alpha (TNFα) therapy is widely used in the management of Crohn’s disease (CD) and ulcerative colitis (UC). However, up to a third of patients do not respond to induction therapy and another third of patients lose response over time. To aid patient stratificati...

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Autores principales: Karmi, Naomi, Bangma, Amber, Spekhorst, Lieke M., van Dullemen, Hendrik M., Visschedijk, Marijn C., Dijkstra, Gerard, Weersma, Rinse K., Voskuil, Michiel D., Festen, Eleonora A. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8448323/
https://www.ncbi.nlm.nih.gov/pubmed/34534227
http://dx.doi.org/10.1371/journal.pone.0256860
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author Karmi, Naomi
Bangma, Amber
Spekhorst, Lieke M.
van Dullemen, Hendrik M.
Visschedijk, Marijn C.
Dijkstra, Gerard
Weersma, Rinse K.
Voskuil, Michiel D.
Festen, Eleonora A. M.
author_facet Karmi, Naomi
Bangma, Amber
Spekhorst, Lieke M.
van Dullemen, Hendrik M.
Visschedijk, Marijn C.
Dijkstra, Gerard
Weersma, Rinse K.
Voskuil, Michiel D.
Festen, Eleonora A. M.
author_sort Karmi, Naomi
collection PubMed
description BACKGROUND: Anti-tumour necrosis factor alpha (TNFα) therapy is widely used in the management of Crohn’s disease (CD) and ulcerative colitis (UC). However, up to a third of patients do not respond to induction therapy and another third of patients lose response over time. To aid patient stratification, polygenetic risk scores have been identified as predictors of response to anti-TNFα therapy. We aimed to replicate the association between polygenetic risk scores and response to anti-TNFα therapy in an independent cohort of patients, to establish its clinical validity. MATERIALS AND METHODS: Primary non-response, primary response, durable response and loss of response to anti-TNFα therapy was retrospectively assessed for each patient using stringent definitions. Genome wide genotyping was performed and previously described polygenetic risk scores for primary non-response and durable response were calculated. We compared polygenetic risk scores between patients with primary response and primary non-response, and between patients with durable response and loss of response, using separate analyses for CD and UC. RESULTS: Out of 334 patients with CD, 15 (4%) patients met criteria for primary non-response, 221 (66%) for primary response, 115 (34%) for durable response and 35 (10%) for loss of response. Out of 112 patients with UC, 12 (11%) met criteria for primary non-response, 68 (61%) for primary response, 19 (17%) for durable response and 20 (18%) for loss of response. No significant differences in polygenetic risk scores were found between primary non-responders and primary responders, and between durable responders and loss of responders. CONCLUSIONS: We could not replicate the previously reported association between polygenetic risk scores and response to anti-TNFα therapy in an independent cohort of patients with CD or UC. Currently, there is insufficient evidence to use polygenetic risk scores to predict response to anti-TNFα therapy in patients with IBD.
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spelling pubmed-84483232021-09-18 Polygenetic risk scores do not add predictive power to clinical models for response to anti-TNFα therapy in inflammatory bowel disease Karmi, Naomi Bangma, Amber Spekhorst, Lieke M. van Dullemen, Hendrik M. Visschedijk, Marijn C. Dijkstra, Gerard Weersma, Rinse K. Voskuil, Michiel D. Festen, Eleonora A. M. PLoS One Research Article BACKGROUND: Anti-tumour necrosis factor alpha (TNFα) therapy is widely used in the management of Crohn’s disease (CD) and ulcerative colitis (UC). However, up to a third of patients do not respond to induction therapy and another third of patients lose response over time. To aid patient stratification, polygenetic risk scores have been identified as predictors of response to anti-TNFα therapy. We aimed to replicate the association between polygenetic risk scores and response to anti-TNFα therapy in an independent cohort of patients, to establish its clinical validity. MATERIALS AND METHODS: Primary non-response, primary response, durable response and loss of response to anti-TNFα therapy was retrospectively assessed for each patient using stringent definitions. Genome wide genotyping was performed and previously described polygenetic risk scores for primary non-response and durable response were calculated. We compared polygenetic risk scores between patients with primary response and primary non-response, and between patients with durable response and loss of response, using separate analyses for CD and UC. RESULTS: Out of 334 patients with CD, 15 (4%) patients met criteria for primary non-response, 221 (66%) for primary response, 115 (34%) for durable response and 35 (10%) for loss of response. Out of 112 patients with UC, 12 (11%) met criteria for primary non-response, 68 (61%) for primary response, 19 (17%) for durable response and 20 (18%) for loss of response. No significant differences in polygenetic risk scores were found between primary non-responders and primary responders, and between durable responders and loss of responders. CONCLUSIONS: We could not replicate the previously reported association between polygenetic risk scores and response to anti-TNFα therapy in an independent cohort of patients with CD or UC. Currently, there is insufficient evidence to use polygenetic risk scores to predict response to anti-TNFα therapy in patients with IBD. Public Library of Science 2021-09-17 /pmc/articles/PMC8448323/ /pubmed/34534227 http://dx.doi.org/10.1371/journal.pone.0256860 Text en © 2021 Karmi et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Karmi, Naomi
Bangma, Amber
Spekhorst, Lieke M.
van Dullemen, Hendrik M.
Visschedijk, Marijn C.
Dijkstra, Gerard
Weersma, Rinse K.
Voskuil, Michiel D.
Festen, Eleonora A. M.
Polygenetic risk scores do not add predictive power to clinical models for response to anti-TNFα therapy in inflammatory bowel disease
title Polygenetic risk scores do not add predictive power to clinical models for response to anti-TNFα therapy in inflammatory bowel disease
title_full Polygenetic risk scores do not add predictive power to clinical models for response to anti-TNFα therapy in inflammatory bowel disease
title_fullStr Polygenetic risk scores do not add predictive power to clinical models for response to anti-TNFα therapy in inflammatory bowel disease
title_full_unstemmed Polygenetic risk scores do not add predictive power to clinical models for response to anti-TNFα therapy in inflammatory bowel disease
title_short Polygenetic risk scores do not add predictive power to clinical models for response to anti-TNFα therapy in inflammatory bowel disease
title_sort polygenetic risk scores do not add predictive power to clinical models for response to anti-tnfα therapy in inflammatory bowel disease
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8448323/
https://www.ncbi.nlm.nih.gov/pubmed/34534227
http://dx.doi.org/10.1371/journal.pone.0256860
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