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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7711540 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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