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Multi-Omics Identifies Circulating miRNA and Protein Biomarkers for Facioscapulohumeral Dystrophy

The development of therapeutics for muscle diseases such as facioscapulohumeral dystrophy (FSHD) is impeded by a lack of objective, minimally invasive biomarkers. Here we identify circulating miRNAs and proteins that are dysregulated in early-onset FSHD patients to develop blood-based molecular biom...

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Autores principales: Heier, Christopher R., Zhang, Aiping, Nguyen, Nhu Y, Tully, Christopher B., Panigrahi, Aswini, Gordish-Dressman, Heather, Pandey, Sachchida Nand, Guglieri, Michela, Ryan, Monique M., Clemens, Paula R., Thangarajh, Mathula, Webster, Richard, Smith, Edward C., Connolly, Anne M., McDonald, Craig M., Karachunski, Peter, Tulinius, Mar, Harper, Amy, Mah, Jean K., Fiorillo, Alyson A., Chen, Yi-Wen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7711540/
https://www.ncbi.nlm.nih.gov/pubmed/33228131
http://dx.doi.org/10.3390/jpm10040236
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author Heier, Christopher R.
Zhang, Aiping
Nguyen, Nhu Y
Tully, Christopher B.
Panigrahi, Aswini
Gordish-Dressman, Heather
Pandey, Sachchida Nand
Guglieri, Michela
Ryan, Monique M.
Clemens, Paula R.
Thangarajh, Mathula
Webster, Richard
Smith, Edward C.
Connolly, Anne M.
McDonald, Craig M.
Karachunski, Peter
Tulinius, Mar
Harper, Amy
Mah, Jean K.
Fiorillo, Alyson A.
Chen, Yi-Wen
author_facet Heier, Christopher R.
Zhang, Aiping
Nguyen, Nhu Y
Tully, Christopher B.
Panigrahi, Aswini
Gordish-Dressman, Heather
Pandey, Sachchida Nand
Guglieri, Michela
Ryan, Monique M.
Clemens, Paula R.
Thangarajh, Mathula
Webster, Richard
Smith, Edward C.
Connolly, Anne M.
McDonald, Craig M.
Karachunski, Peter
Tulinius, Mar
Harper, Amy
Mah, Jean K.
Fiorillo, Alyson A.
Chen, Yi-Wen
author_sort Heier, Christopher R.
collection PubMed
description The development of therapeutics for muscle diseases such as facioscapulohumeral dystrophy (FSHD) is impeded by a lack of objective, minimally invasive biomarkers. Here we identify circulating miRNAs and proteins that are dysregulated in early-onset FSHD patients to develop blood-based molecular biomarkers. Plasma samples from clinically characterized individuals with early-onset FSHD provide a discovery group and are compared to healthy control volunteers. Low-density quantitative polymerase chain reaction (PCR)-based arrays identify 19 candidate miRNAs, while mass spectrometry proteomic analysis identifies 13 candidate proteins. Bioinformatic analysis of chromatin immunoprecipitation (ChIP)-seq data shows that the FSHD-dysregulated DUX4 transcription factor binds to regulatory regions of several candidate miRNAs. This panel of miRNAs also shows ChIP signatures consistent with regulation by additional transcription factors which are up-regulated in FSHD (FOS, EGR1, MYC, and YY1). Validation studies in a separate group of patients with FSHD show consistent up-regulation of miR-100, miR-103, miR-146b, miR-29b, miR-34a, miR-454, miR-505, and miR-576. An increase in the expression of S100A8 protein, an inflammatory regulatory factor and subunit of calprotectin, is validated by Enzyme-Linked Immunosorbent Assay (ELISA). Bioinformatic analyses of proteomics and miRNA data further support a model of calprotectin and toll-like receptor 4 (TLR4) pathway dysregulation in FSHD. Moving forward, this panel of miRNAs, along with S100A8 and calprotectin, merit further investigation as monitoring and pharmacodynamic biomarkers for FSHD.
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spelling pubmed-77115402020-12-04 Multi-Omics Identifies Circulating miRNA and Protein Biomarkers for Facioscapulohumeral Dystrophy Heier, Christopher R. Zhang, Aiping Nguyen, Nhu Y Tully, Christopher B. Panigrahi, Aswini Gordish-Dressman, Heather Pandey, Sachchida Nand Guglieri, Michela Ryan, Monique M. Clemens, Paula R. Thangarajh, Mathula Webster, Richard Smith, Edward C. Connolly, Anne M. McDonald, Craig M. Karachunski, Peter Tulinius, Mar Harper, Amy Mah, Jean K. Fiorillo, Alyson A. Chen, Yi-Wen J Pers Med Article The development of therapeutics for muscle diseases such as facioscapulohumeral dystrophy (FSHD) is impeded by a lack of objective, minimally invasive biomarkers. Here we identify circulating miRNAs and proteins that are dysregulated in early-onset FSHD patients to develop blood-based molecular biomarkers. Plasma samples from clinically characterized individuals with early-onset FSHD provide a discovery group and are compared to healthy control volunteers. Low-density quantitative polymerase chain reaction (PCR)-based arrays identify 19 candidate miRNAs, while mass spectrometry proteomic analysis identifies 13 candidate proteins. Bioinformatic analysis of chromatin immunoprecipitation (ChIP)-seq data shows that the FSHD-dysregulated DUX4 transcription factor binds to regulatory regions of several candidate miRNAs. This panel of miRNAs also shows ChIP signatures consistent with regulation by additional transcription factors which are up-regulated in FSHD (FOS, EGR1, MYC, and YY1). Validation studies in a separate group of patients with FSHD show consistent up-regulation of miR-100, miR-103, miR-146b, miR-29b, miR-34a, miR-454, miR-505, and miR-576. An increase in the expression of S100A8 protein, an inflammatory regulatory factor and subunit of calprotectin, is validated by Enzyme-Linked Immunosorbent Assay (ELISA). Bioinformatic analyses of proteomics and miRNA data further support a model of calprotectin and toll-like receptor 4 (TLR4) pathway dysregulation in FSHD. Moving forward, this panel of miRNAs, along with S100A8 and calprotectin, merit further investigation as monitoring and pharmacodynamic biomarkers for FSHD. MDPI 2020-11-19 /pmc/articles/PMC7711540/ /pubmed/33228131 http://dx.doi.org/10.3390/jpm10040236 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Heier, Christopher R.
Zhang, Aiping
Nguyen, Nhu Y
Tully, Christopher B.
Panigrahi, Aswini
Gordish-Dressman, Heather
Pandey, Sachchida Nand
Guglieri, Michela
Ryan, Monique M.
Clemens, Paula R.
Thangarajh, Mathula
Webster, Richard
Smith, Edward C.
Connolly, Anne M.
McDonald, Craig M.
Karachunski, Peter
Tulinius, Mar
Harper, Amy
Mah, Jean K.
Fiorillo, Alyson A.
Chen, Yi-Wen
Multi-Omics Identifies Circulating miRNA and Protein Biomarkers for Facioscapulohumeral Dystrophy
title Multi-Omics Identifies Circulating miRNA and Protein Biomarkers for Facioscapulohumeral Dystrophy
title_full Multi-Omics Identifies Circulating miRNA and Protein Biomarkers for Facioscapulohumeral Dystrophy
title_fullStr Multi-Omics Identifies Circulating miRNA and Protein Biomarkers for Facioscapulohumeral Dystrophy
title_full_unstemmed Multi-Omics Identifies Circulating miRNA and Protein Biomarkers for Facioscapulohumeral Dystrophy
title_short Multi-Omics Identifies Circulating miRNA and Protein Biomarkers for Facioscapulohumeral Dystrophy
title_sort multi-omics identifies circulating mirna and protein biomarkers for facioscapulohumeral dystrophy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7711540/
https://www.ncbi.nlm.nih.gov/pubmed/33228131
http://dx.doi.org/10.3390/jpm10040236
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