Cargando…
Whole blood transcriptomic profiling identifies molecular pathways related to cardiovascular mortality in heart failure
AIMS: Chronic heart failure (CHF) is a systemic syndrome with a poor prognosis and a need for novel therapies. We investigated whether whole blood transcriptomic profiling can provide new mechanistic insights into cardiovascular (CV) mortality in CHF. METHODS AND RESULTS: Transcriptome profiles were...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Ltd.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9546237/ https://www.ncbi.nlm.nih.gov/pubmed/35570197 http://dx.doi.org/10.1002/ejhf.2540 |
_version_ | 1784804997694750720 |
---|---|
author | Nath, Mintu Romaine, Simon P.R. Koekemoer, Andrea Hamby, Stephen Webb, Thomas R. Nelson, Christopher P. Castellanos‐Uribe, Marcos Papakonstantinou, Manolo Anker, Stefan D. Lang, Chim C. Metra, Marco Zannad, Faiez Filippatos, Gerasimos van Veldhuisen, Dirk J. Cleland, John G. Ng, Leong L. May, Sean T. Marelli‐Berg, Federica Voors, Adriaan A. Timmons, James A. Samani, Nilesh J. |
author_facet | Nath, Mintu Romaine, Simon P.R. Koekemoer, Andrea Hamby, Stephen Webb, Thomas R. Nelson, Christopher P. Castellanos‐Uribe, Marcos Papakonstantinou, Manolo Anker, Stefan D. Lang, Chim C. Metra, Marco Zannad, Faiez Filippatos, Gerasimos van Veldhuisen, Dirk J. Cleland, John G. Ng, Leong L. May, Sean T. Marelli‐Berg, Federica Voors, Adriaan A. Timmons, James A. Samani, Nilesh J. |
author_sort | Nath, Mintu |
collection | PubMed |
description | AIMS: Chronic heart failure (CHF) is a systemic syndrome with a poor prognosis and a need for novel therapies. We investigated whether whole blood transcriptomic profiling can provide new mechanistic insights into cardiovascular (CV) mortality in CHF. METHODS AND RESULTS: Transcriptome profiles were generated at baseline from 944 CHF patients from the BIOSTAT‐CHF study, of whom 626 survived and 318 died from a CV cause during a follow‐up of 21 months. Multivariable analysis, including adjustment for cell count, identified 1153 genes (6.5%) that were differentially expressed between those that survived or died and strongly related to a validated clinical risk score for adverse prognosis. The differentially expressed genes mainly belonged to five non‐redundant pathways: adaptive immune response, proteasome‐mediated ubiquitin‐dependent protein catabolic process, T‐cell co‐stimulation, positive regulation of T‐cell proliferation, and erythrocyte development. These five pathways were selectively related (RV coefficients >0.20) with seven circulating protein biomarkers of CV mortality (fibroblast growth factor 23, soluble ST2, adrenomedullin, hepcidin, pentraxin‐3, WAP 4‐disulfide core domain 2, and interleukin‐6) revealing an intricate relationship between immune and iron homeostasis. The pattern of survival‐associated gene expression matched with 29 perturbagen‐induced transcriptome signatures in the iLINCS drug‐repurposing database, identifying drugs, approved for other clinical indications, that were able to reverse in vitro the molecular changes associated with adverse prognosis in CHF. CONCLUSION: Systematic modelling of the whole blood protein‐coding transcriptome defined molecular pathways that provide a link between clinical risk factors and adverse CV prognosis in CHF, identifying both established and new potential therapeutic targets. |
format | Online Article Text |
id | pubmed-9546237 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley & Sons, Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95462372022-10-14 Whole blood transcriptomic profiling identifies molecular pathways related to cardiovascular mortality in heart failure Nath, Mintu Romaine, Simon P.R. Koekemoer, Andrea Hamby, Stephen Webb, Thomas R. Nelson, Christopher P. Castellanos‐Uribe, Marcos Papakonstantinou, Manolo Anker, Stefan D. Lang, Chim C. Metra, Marco Zannad, Faiez Filippatos, Gerasimos van Veldhuisen, Dirk J. Cleland, John G. Ng, Leong L. May, Sean T. Marelli‐Berg, Federica Voors, Adriaan A. Timmons, James A. Samani, Nilesh J. Eur J Heart Fail Outcomes and Quality of Life AIMS: Chronic heart failure (CHF) is a systemic syndrome with a poor prognosis and a need for novel therapies. We investigated whether whole blood transcriptomic profiling can provide new mechanistic insights into cardiovascular (CV) mortality in CHF. METHODS AND RESULTS: Transcriptome profiles were generated at baseline from 944 CHF patients from the BIOSTAT‐CHF study, of whom 626 survived and 318 died from a CV cause during a follow‐up of 21 months. Multivariable analysis, including adjustment for cell count, identified 1153 genes (6.5%) that were differentially expressed between those that survived or died and strongly related to a validated clinical risk score for adverse prognosis. The differentially expressed genes mainly belonged to five non‐redundant pathways: adaptive immune response, proteasome‐mediated ubiquitin‐dependent protein catabolic process, T‐cell co‐stimulation, positive regulation of T‐cell proliferation, and erythrocyte development. These five pathways were selectively related (RV coefficients >0.20) with seven circulating protein biomarkers of CV mortality (fibroblast growth factor 23, soluble ST2, adrenomedullin, hepcidin, pentraxin‐3, WAP 4‐disulfide core domain 2, and interleukin‐6) revealing an intricate relationship between immune and iron homeostasis. The pattern of survival‐associated gene expression matched with 29 perturbagen‐induced transcriptome signatures in the iLINCS drug‐repurposing database, identifying drugs, approved for other clinical indications, that were able to reverse in vitro the molecular changes associated with adverse prognosis in CHF. CONCLUSION: Systematic modelling of the whole blood protein‐coding transcriptome defined molecular pathways that provide a link between clinical risk factors and adverse CV prognosis in CHF, identifying both established and new potential therapeutic targets. John Wiley & Sons, Ltd. 2022-06-03 2022-06 /pmc/articles/PMC9546237/ /pubmed/35570197 http://dx.doi.org/10.1002/ejhf.2540 Text en © 2022 The Authors. European Journal of Heart Failure published by John Wiley & Sons Ltd on behalf of European Society of Cardiology. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Outcomes and Quality of Life Nath, Mintu Romaine, Simon P.R. Koekemoer, Andrea Hamby, Stephen Webb, Thomas R. Nelson, Christopher P. Castellanos‐Uribe, Marcos Papakonstantinou, Manolo Anker, Stefan D. Lang, Chim C. Metra, Marco Zannad, Faiez Filippatos, Gerasimos van Veldhuisen, Dirk J. Cleland, John G. Ng, Leong L. May, Sean T. Marelli‐Berg, Federica Voors, Adriaan A. Timmons, James A. Samani, Nilesh J. Whole blood transcriptomic profiling identifies molecular pathways related to cardiovascular mortality in heart failure |
title | Whole blood transcriptomic profiling identifies molecular pathways related to cardiovascular mortality in heart failure |
title_full | Whole blood transcriptomic profiling identifies molecular pathways related to cardiovascular mortality in heart failure |
title_fullStr | Whole blood transcriptomic profiling identifies molecular pathways related to cardiovascular mortality in heart failure |
title_full_unstemmed | Whole blood transcriptomic profiling identifies molecular pathways related to cardiovascular mortality in heart failure |
title_short | Whole blood transcriptomic profiling identifies molecular pathways related to cardiovascular mortality in heart failure |
title_sort | whole blood transcriptomic profiling identifies molecular pathways related to cardiovascular mortality in heart failure |
topic | Outcomes and Quality of Life |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9546237/ https://www.ncbi.nlm.nih.gov/pubmed/35570197 http://dx.doi.org/10.1002/ejhf.2540 |
work_keys_str_mv | AT nathmintu wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT romainesimonpr wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT koekemoerandrea wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT hambystephen wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT webbthomasr wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT nelsonchristopherp wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT castellanosuribemarcos wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT papakonstantinoumanolo wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT ankerstefand wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT langchimc wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT metramarco wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT zannadfaiez wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT filippatosgerasimos wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT vanveldhuisendirkj wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT clelandjohng wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT ngleongl wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT mayseant wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT marellibergfederica wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT voorsadriaana wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT timmonsjamesa wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure AT samaninileshj wholebloodtranscriptomicprofilingidentifiesmolecularpathwaysrelatedtocardiovascularmortalityinheartfailure |