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Peripheral inflammatory biomarkers define biotypes of bipolar depression
We identified biologically relevant moderators of response to tumour necrosis factor (TNF)-α inhibitor, infliximab, among 60 individuals with bipolar depression. Data were derived from a 12-week, randomized, placebo-controlled clinical trial secondarily evaluating the efficacy of infliximab on a mea...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8413393/ https://www.ncbi.nlm.nih.gov/pubmed/33658605 http://dx.doi.org/10.1038/s41380-021-01051-y |
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author | Lee, Yena Mansur, Rodrigo B. Brietzke, Elisa Kapogiannis, Dimitrios Delgado-Peraza, Francheska Boutilier, Justin J. Chan, Timothy C.Y. Carmona, Nicole E. Rosenblat, Joshua D. Lee, JungGoo Maletic, Vladimir Vinberg, Maj Suppes, Trisha Goldstein, Benjamin I. Ravindran, Arun V. Taylor, Valerie H. Chawla, Sahil Nogueras-Ortiz, Carlos Cosgrove, Victoria E. Kramer, Nicole E. Ho, Roger Raison, Charles A. McIntyre, Roger S. |
author_facet | Lee, Yena Mansur, Rodrigo B. Brietzke, Elisa Kapogiannis, Dimitrios Delgado-Peraza, Francheska Boutilier, Justin J. Chan, Timothy C.Y. Carmona, Nicole E. Rosenblat, Joshua D. Lee, JungGoo Maletic, Vladimir Vinberg, Maj Suppes, Trisha Goldstein, Benjamin I. Ravindran, Arun V. Taylor, Valerie H. Chawla, Sahil Nogueras-Ortiz, Carlos Cosgrove, Victoria E. Kramer, Nicole E. Ho, Roger Raison, Charles A. McIntyre, Roger S. |
author_sort | Lee, Yena |
collection | PubMed |
description | We identified biologically relevant moderators of response to tumour necrosis factor (TNF)-α inhibitor, infliximab, among 60 individuals with bipolar depression. Data were derived from a 12-week, randomized, placebo-controlled clinical trial secondarily evaluating the efficacy of infliximab on a measure of anhedonia (ie, Snaith Hamilton Pleasure Scale). Three inflammatory biotypes were derived from peripheral cytokine measurements using an iterative, machine learning-based approach. Infliximab-randomized participants classified as biotype 3 exhibited lower baseline concentrations of pro- and anti-inflammatory cytokines and soluble TNF receptor-1 and reported greater anti-anhedonic improvements, relative to those classified as biotype 1 or 2. Pre-treatment biotypes also moderated changes in neuroinflammatory substrates relevant to infliximab’s hypothesized mechanism of action. Neuronal origin-enriched extracellular vesicle (NEV) protein concentrations were reduced to two factors using principal axis factoring: phosphorylated nuclear factorκB (p-NFκB), Fas-associated death domain (p-FADD), and IκB kinase (p-IKKα/β) and TNF receptor-1 (TNFR1) comprised factor “NEV1,” whereas phosphorylated insulin receptor substrate-1 (p-IRS1), p38 mitogen-activated protein kinase (p-p38), and c-Jun N-terminal kinase (p-JNK) constituted “NEV2.” Among infliximab-randomized subjects classified as biotype 3, NEV1 scores were decreased at weeks 2 and 6 and increased at week 12, relative to baseline, and NEV2 scores increased over time. Decreases in NEV1 scores and increases in NEV2 scores were associated with greater reductions in anhedonic symptoms in our classification and regression tree model (r(2)=0.22, RMSE=0.08). Our findings provide preliminary evidence supporting the hypothesis that the anti-anhedonic effects of infliximab require modulation of multiple TNF-α signalling pathways, including NF-κB, IRS1, and MAPK. |
format | Online Article Text |
id | pubmed-8413393 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
record_format | MEDLINE/PubMed |
spelling | pubmed-84133932021-10-13 Peripheral inflammatory biomarkers define biotypes of bipolar depression Lee, Yena Mansur, Rodrigo B. Brietzke, Elisa Kapogiannis, Dimitrios Delgado-Peraza, Francheska Boutilier, Justin J. Chan, Timothy C.Y. Carmona, Nicole E. Rosenblat, Joshua D. Lee, JungGoo Maletic, Vladimir Vinberg, Maj Suppes, Trisha Goldstein, Benjamin I. Ravindran, Arun V. Taylor, Valerie H. Chawla, Sahil Nogueras-Ortiz, Carlos Cosgrove, Victoria E. Kramer, Nicole E. Ho, Roger Raison, Charles A. McIntyre, Roger S. Mol Psychiatry Article We identified biologically relevant moderators of response to tumour necrosis factor (TNF)-α inhibitor, infliximab, among 60 individuals with bipolar depression. Data were derived from a 12-week, randomized, placebo-controlled clinical trial secondarily evaluating the efficacy of infliximab on a measure of anhedonia (ie, Snaith Hamilton Pleasure Scale). Three inflammatory biotypes were derived from peripheral cytokine measurements using an iterative, machine learning-based approach. Infliximab-randomized participants classified as biotype 3 exhibited lower baseline concentrations of pro- and anti-inflammatory cytokines and soluble TNF receptor-1 and reported greater anti-anhedonic improvements, relative to those classified as biotype 1 or 2. Pre-treatment biotypes also moderated changes in neuroinflammatory substrates relevant to infliximab’s hypothesized mechanism of action. Neuronal origin-enriched extracellular vesicle (NEV) protein concentrations were reduced to two factors using principal axis factoring: phosphorylated nuclear factorκB (p-NFκB), Fas-associated death domain (p-FADD), and IκB kinase (p-IKKα/β) and TNF receptor-1 (TNFR1) comprised factor “NEV1,” whereas phosphorylated insulin receptor substrate-1 (p-IRS1), p38 mitogen-activated protein kinase (p-p38), and c-Jun N-terminal kinase (p-JNK) constituted “NEV2.” Among infliximab-randomized subjects classified as biotype 3, NEV1 scores were decreased at weeks 2 and 6 and increased at week 12, relative to baseline, and NEV2 scores increased over time. Decreases in NEV1 scores and increases in NEV2 scores were associated with greater reductions in anhedonic symptoms in our classification and regression tree model (r(2)=0.22, RMSE=0.08). Our findings provide preliminary evidence supporting the hypothesis that the anti-anhedonic effects of infliximab require modulation of multiple TNF-α signalling pathways, including NF-κB, IRS1, and MAPK. 2021-03-03 2021-07 /pmc/articles/PMC8413393/ /pubmed/33658605 http://dx.doi.org/10.1038/s41380-021-01051-y Text en http://www.nature.com/authors/editorial_policies/license.html#termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Lee, Yena Mansur, Rodrigo B. Brietzke, Elisa Kapogiannis, Dimitrios Delgado-Peraza, Francheska Boutilier, Justin J. Chan, Timothy C.Y. Carmona, Nicole E. Rosenblat, Joshua D. Lee, JungGoo Maletic, Vladimir Vinberg, Maj Suppes, Trisha Goldstein, Benjamin I. Ravindran, Arun V. Taylor, Valerie H. Chawla, Sahil Nogueras-Ortiz, Carlos Cosgrove, Victoria E. Kramer, Nicole E. Ho, Roger Raison, Charles A. McIntyre, Roger S. Peripheral inflammatory biomarkers define biotypes of bipolar depression |
title | Peripheral inflammatory biomarkers define biotypes of bipolar depression |
title_full | Peripheral inflammatory biomarkers define biotypes of bipolar depression |
title_fullStr | Peripheral inflammatory biomarkers define biotypes of bipolar depression |
title_full_unstemmed | Peripheral inflammatory biomarkers define biotypes of bipolar depression |
title_short | Peripheral inflammatory biomarkers define biotypes of bipolar depression |
title_sort | peripheral inflammatory biomarkers define biotypes of bipolar depression |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8413393/ https://www.ncbi.nlm.nih.gov/pubmed/33658605 http://dx.doi.org/10.1038/s41380-021-01051-y |
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