Metabolic Signature of Articular Cartilage Following Mechanical Injury: An Integrated Transcriptomics and Metabolomics Analysis

Mechanical injury to the articular cartilage is a key risk factor in joint damage and predisposition to osteoarthritis. Integrative multi-omics approaches provide a valuable tool to understand tissue behavior in response to mechanical injury insult and help to identify key pathways linking injury to...

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Main Authors: Jennifer Southan, Emily McHugh, Heather Walker, Heba M. Ismail
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-12-01
Series:Frontiers in Molecular Biosciences
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2020.592905/full
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spelling doaj-57a846baacc0444d89d15ec98719d4392020-12-17T06:49:28ZengFrontiers Media S.A.Frontiers in Molecular Biosciences2296-889X2020-12-01710.3389/fmolb.2020.592905592905Metabolic Signature of Articular Cartilage Following Mechanical Injury: An Integrated Transcriptomics and Metabolomics AnalysisJennifer Southan0Emily McHugh1Heather Walker2Heba M. Ismail3Department of Infection, Immunity and Cardiovascular Disease, Medical School, The University of Sheffield, Sheffield, United KingdomDepartment of Infection, Immunity and Cardiovascular Disease, Medical School, The University of Sheffield, Sheffield, United KingdombiOMICS Mass Spectrometry Facility, Department of Animal and Plant Sciences, The University of Sheffield, Sheffield, United KingdomDepartment of Infection, Immunity and Cardiovascular Disease, Medical School, The University of Sheffield, Sheffield, United KingdomMechanical injury to the articular cartilage is a key risk factor in joint damage and predisposition to osteoarthritis. Integrative multi-omics approaches provide a valuable tool to understand tissue behavior in response to mechanical injury insult and help to identify key pathways linking injury to tissue damage. Global or untargeted metabolomics provides a comprehensive characterization of the metabolite content of biological samples. In this study, we aimed to identify the metabolic signature of cartilage tissue post injury. We employed an integrative analysis of transcriptomics and global metabolomics of murine epiphyseal hip cartilage before and after injury. Transcriptomics analysis showed a significant enrichment of gene sets involved in regulation of metabolic processes including carbon metabolism, biosynthesis of amino acids, and steroid biosynthesis. Integrative analysis of enriched genes with putatively identified metabolite features post injury showed a significant enrichment for carbohydrate metabolism (glycolysis, galactose, and glycosylate metabolism and pentose phosphate pathway) and amino acid metabolism (arginine biosynthesis and tyrosine, glycine, serine, threonine, and arginine and proline metabolism). We then performed a cross analysis of global metabolomics profiles of murine and porcine ex vivo cartilage injury models. The top commonly modulated metabolic pathways post injury included arginine and proline metabolism, arginine biosynthesis, glycolysis/gluconeogenesis, and vitamin B6 metabolic pathways. These results highlight the significant modulation of metabolic responses following mechanical injury to articular cartilage. Further investigation of these pathways would provide new insights into the role of the early metabolic state of articular cartilage post injury in promoting tissue damage and its link to disease progression of osteoarthritis.https://www.frontiersin.org/articles/10.3389/fmolb.2020.592905/fullcartilageinjuryosteoarthritistranscriptomics analysismetabolomicsarginine metabolic pathways
collection DOAJ
language English
format Article
sources DOAJ
author Jennifer Southan
Emily McHugh
Heather Walker
Heba M. Ismail
spellingShingle Jennifer Southan
Emily McHugh
Heather Walker
Heba M. Ismail
Metabolic Signature of Articular Cartilage Following Mechanical Injury: An Integrated Transcriptomics and Metabolomics Analysis
Frontiers in Molecular Biosciences
cartilage
injury
osteoarthritis
transcriptomics analysis
metabolomics
arginine metabolic pathways
author_facet Jennifer Southan
Emily McHugh
Heather Walker
Heba M. Ismail
author_sort Jennifer Southan
title Metabolic Signature of Articular Cartilage Following Mechanical Injury: An Integrated Transcriptomics and Metabolomics Analysis
title_short Metabolic Signature of Articular Cartilage Following Mechanical Injury: An Integrated Transcriptomics and Metabolomics Analysis
title_full Metabolic Signature of Articular Cartilage Following Mechanical Injury: An Integrated Transcriptomics and Metabolomics Analysis
title_fullStr Metabolic Signature of Articular Cartilage Following Mechanical Injury: An Integrated Transcriptomics and Metabolomics Analysis
title_full_unstemmed Metabolic Signature of Articular Cartilage Following Mechanical Injury: An Integrated Transcriptomics and Metabolomics Analysis
title_sort metabolic signature of articular cartilage following mechanical injury: an integrated transcriptomics and metabolomics analysis
publisher Frontiers Media S.A.
series Frontiers in Molecular Biosciences
issn 2296-889X
publishDate 2020-12-01
description Mechanical injury to the articular cartilage is a key risk factor in joint damage and predisposition to osteoarthritis. Integrative multi-omics approaches provide a valuable tool to understand tissue behavior in response to mechanical injury insult and help to identify key pathways linking injury to tissue damage. Global or untargeted metabolomics provides a comprehensive characterization of the metabolite content of biological samples. In this study, we aimed to identify the metabolic signature of cartilage tissue post injury. We employed an integrative analysis of transcriptomics and global metabolomics of murine epiphyseal hip cartilage before and after injury. Transcriptomics analysis showed a significant enrichment of gene sets involved in regulation of metabolic processes including carbon metabolism, biosynthesis of amino acids, and steroid biosynthesis. Integrative analysis of enriched genes with putatively identified metabolite features post injury showed a significant enrichment for carbohydrate metabolism (glycolysis, galactose, and glycosylate metabolism and pentose phosphate pathway) and amino acid metabolism (arginine biosynthesis and tyrosine, glycine, serine, threonine, and arginine and proline metabolism). We then performed a cross analysis of global metabolomics profiles of murine and porcine ex vivo cartilage injury models. The top commonly modulated metabolic pathways post injury included arginine and proline metabolism, arginine biosynthesis, glycolysis/gluconeogenesis, and vitamin B6 metabolic pathways. These results highlight the significant modulation of metabolic responses following mechanical injury to articular cartilage. Further investigation of these pathways would provide new insights into the role of the early metabolic state of articular cartilage post injury in promoting tissue damage and its link to disease progression of osteoarthritis.
topic cartilage
injury
osteoarthritis
transcriptomics analysis
metabolomics
arginine metabolic pathways
url https://www.frontiersin.org/articles/10.3389/fmolb.2020.592905/full
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