Transcriptomic analysis of paired healthy human skeletal muscles to identify modulators of disease severity in DMD.

DMD gene expression muscle muscle susceptibility single nuclei RNAseq transcriptomics

Journal

Frontiers in genetics
ISSN: 1664-8021
Titre abrégé: Front Genet
Pays: Switzerland
ID NLM: 101560621

Informations de publication

Date de publication:
2023
Historique:
received: 06 05 2023
accepted: 04 07 2023
medline: 14 8 2023
pubmed: 14 8 2023
entrez: 14 8 2023
Statut: epublish

Résumé

Muscle damage and fibro-fatty replacement of skeletal muscles is a main pathologic feature of Duchenne muscular dystrophy (DMD) with more proximal muscles affected earlier and more distal affected later in the disease course, suggesting that different skeletal muscle groups possess distinctive characteristics that influence their susceptibility to disease. To explore transcriptomic factors driving differential gene expression and modulating DMD skeletal muscle severity, we characterized the transcriptome of vastus lateralis (VL), a more proximal and susceptible muscle, relative to tibialis anterior (TA), a more distal and protected muscle, in 15 healthy individuals using bulk RNA sequencing to identify gene expression differences that may mediate their relative susceptibility to damage with loss of dystrophin. Matching single nuclei RNA sequencing data was generated for 3 of the healthy individuals, to infer cell composition in the bulk RNA sequencing dataset and to improve mapping of differentially expressed genes to their cell source of expression. A total of 3,410 differentially expressed genes were identified and mapped to cell type using single nuclei RNA sequencing of muscle, including long non-coding RNAs and protein coding genes. There was an enrichment of genes involved in calcium release from the sarcoplasmic reticulum, particularly in the myofibers and these myofiber genes were higher in the VL. There was an enrichment of genes in "Collagen-Containing Extracellular Matrix" expressed by fibroblasts, endothelial, smooth muscle and pericytes, with most genes higher in the TA, as well as genes in "Regulation Of Apoptotic Process" expressed across all cell types. Previously reported genetic modifiers were also enriched within the differentially expressed genes. We also identify 6 genes with differential isoform usage between the VL and TA. Lastly, we integrate our findings with DMD RNA sequencing data from the TA, and identify "Collagen-Containing Extracellular Matrix" and "Negative Regulation Of Apoptotic Process" as differentially expressed between DMD compared to healthy. Collectively, these findings propose novel candidate mechanisms that may mediate differential muscle susceptibility in muscular dystrophies and provide new insight into potential therapeutic targets.

Identifiants

pubmed: 37576554
doi: 10.3389/fgene.2023.1216066
pii: 1216066
pmc: PMC10415210
doi:

Types de publication

Journal Article

Langues

eng

Pagination

1216066

Informations de copyright

Copyright © 2023 Nieves-Rodriguez, Barthélémy, Woods, Douine, Wang, Scripture-Adams, Chesmore, Galasso, Miceli and Nelson.

Déclaration de conflit d'intérêts

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Références

Eur J Hum Genet. 2023 Jun;31(6):663-673
pubmed: 36935420
Neuropathol Appl Neurobiol. 1997 Aug;23(4):331-8
pubmed: 9292873
Front Immunol. 2022 Nov 22;13:1017423
pubmed: 36483550
J Biol Chem. 2012 Apr 13;287(16):13216-27
pubmed: 22371502
NAR Genom Bioinform. 2020 Sep;2(3):lqaa078
pubmed: 33015620
Nat Biotechnol. 2019 Jul;37(7):773-782
pubmed: 31061481
Muscle Nerve. 1988 Aug;11(8):795-803
pubmed: 3173406
Exp Eye Res. 2009 Apr;88(4):704-12
pubmed: 18804106
Skelet Muscle. 2018 Mar 29;8(1):11
pubmed: 29598826
Ann Neurol. 2002 Dec;52(6):832-6
pubmed: 12447939
Science. 2015 Jan 23;347(6220):1260419
pubmed: 25613900
Genome Biol. 2017 Jun 27;18(1):123
pubmed: 28655331
Physiol Genomics. 2007 Dec 19;32(1):58-63
pubmed: 17848603
Neurology. 2011 Jan 18;76(3):219-26
pubmed: 21178099
Mol Cell. 2017 Jul 6;67(1):148-161.e5
pubmed: 28673540
Cell Adh Migr. 2009 Oct-Dec;3(4):337-41
pubmed: 19667757
Front Physiol. 2020 Jun 18;11:626
pubmed: 32625114
Neural Regen Res. 2016 Sep;11(9):1487-1491
pubmed: 27857755
BMC Bioinformatics. 2013 Apr 15;14:128
pubmed: 23586463
Ann Neurol. 2018 Aug;84(2):234-245
pubmed: 30014611
Am J Hum Genet. 2016 Nov 3;99(5):1163-1171
pubmed: 27745838
Cell. 1997 Aug 22;90(4):717-27
pubmed: 9288751
Commun Biol. 2022 Sep 19;5(1):989
pubmed: 36123393
Muscle Nerve. 2020 Dec;62(6):688-698
pubmed: 32820569
NPJ Regen Med. 2022 Feb 17;7(1):16
pubmed: 35177651
Hum Mol Genet. 2008 Apr 15;17(8):1076-86
pubmed: 18178581
Physiol Rev. 2008 Jul;88(3):1089-118
pubmed: 18626067
Muscle Nerve. 1995 Oct;18(10):1115-20
pubmed: 7659105
Expert Rev Proteomics. 2020 May;17(5):365-375
pubmed: 32713262
PLoS Comput Biol. 2020 Jun 5;16(6):e1007925
pubmed: 32502143
Genome Biol. 2014;15(12):550
pubmed: 25516281
Nat Biotechnol. 2016 May;34(5):525-7
pubmed: 27043002
Neuromuscul Disord. 2021 Dec;31(12):1313-1357
pubmed: 34930546
Front Neurol. 2021 Jun 11;12:659922
pubmed: 34177765
J Neurol Sci. 1990 Jun;97(1):1-23
pubmed: 2370557
PLoS One. 2016 Mar 01;11(3):e0150594
pubmed: 26930663
Front Neurol. 2021 Jun 15;12:660113
pubmed: 34211429
Nucleic Acids Res. 2015 Apr 20;43(7):e47
pubmed: 25605792
J Histochem Cytochem. 1993 May;41(5):733-43
pubmed: 8468455
Cell. 2021 Jun 24;184(13):3573-3587.e29
pubmed: 34062119
Dis Model Mech. 2020 Mar 2;13(2):
pubmed: 32224496
Front Neurol. 2018 Nov 15;9:970
pubmed: 30498470
Nat Commun. 2017 Jan 31;8:14143
pubmed: 28139640
J Mol Cell Cardiol. 2018 Mar;116:135-144
pubmed: 29438665
Genet Med. 2020 Mar;22(3):490-499
pubmed: 31607746
Sci Rep. 2018 Oct 24;8(1):15728
pubmed: 30356055
Neurology. 2020 Apr 14;94(15):e1622-e1633
pubmed: 32184340
Cell. 1987 Dec 24;51(6):919-28
pubmed: 3319190
J Cachexia Sarcopenia Muscle. 2018 Aug;9(4):715-726
pubmed: 29682908
Biology (Basel). 2021 Jul 20;10(7):
pubmed: 34356541
Ann Neurol. 1992 Oct;32(4):586-8
pubmed: 1456746
Physiol Genomics. 2002;9(2):71-84
pubmed: 12006673
Skelet Muscle. 2011 May 04;1(1):21
pubmed: 21798099
PLoS One. 2011;6(7):e21800
pubmed: 21789182
Nat Commun. 2020 Dec 11;11(1):6374
pubmed: 33311464
Hum Mol Genet. 2014 Dec 15;23(24):6458-69
pubmed: 25027324
J Exp Biol. 2016 Jan;219(Pt 2):146-52
pubmed: 26792324
Cancer Res. 2020 May 1;80(9):1861-1874
pubmed: 32132110
Arch Med Sci Atheroscler Dis. 2019 Aug 27;4:e225-e230
pubmed: 31538128
Nucleic Acids Res. 2013 Jan;41(Database issue):D125-31
pubmed: 23118479
Int J Mol Sci. 2022 Dec 26;24(1):
pubmed: 36613804
Cell. 2007 Aug 24;130(4):624-37
pubmed: 17719541
Mol Cell Biochem. 2008 May;312(1-2):17-24
pubmed: 18278580
FEBS Lett. 2007 Apr 17;581(8):1549-54
pubmed: 17382936
Eur J Hum Genet. 2004 Sep;12(9):744-51
pubmed: 15266303
JACC Basic Transl Sci. 2020 Apr 15;5(5):432-443
pubmed: 32478206
Mol Cell Biochem. 2010 Apr;337(1-2):119-31
pubmed: 19859789
Cell Syst. 2019 Apr 24;8(4):329-337.e4
pubmed: 30954475
Eur J Hum Genet. 2020 Jun;28(6):815-825
pubmed: 31896777
Ann N Y Acad Sci. 2002 Apr;956:7-16
pubmed: 11960789
J Clin Invest. 2014 Aug;124(8):3529-39
pubmed: 24960163
J Neurol Sci. 1991 Sep;105(1):49-56
pubmed: 1795169
Cell. 1988 Feb 26;52(4):503-13
pubmed: 3342447
Bioinformatics. 2013 Jan 1;29(1):15-21
pubmed: 23104886
J Child Neurol. 2002 Jan;17(1):66-8
pubmed: 11913578
Skelet Muscle. 2011 Dec 01;1(1):35
pubmed: 22132688
EMBO Mol Med. 2022 May 9;14(5):e12860
pubmed: 35298089
J Cell Sci. 1995 Jun;108 ( Pt 6):2197-204
pubmed: 7673339
Front Genet. 2022 Jan 28;12:796060
pubmed: 35154250
Mol Cancer Res. 2017 Sep;15(9):1206-1220
pubmed: 28584021
Sci Transl Med. 2023 Mar;15(685):eadd5275
pubmed: 36857434
Proc Natl Acad Sci U S A. 2001 Oct 9;98(21):12062-7
pubmed: 11572940
Genome Res. 2012 Oct;22(10):2008-17
pubmed: 22722343
Elife. 2018 May 29;7:
pubmed: 29809149
Bioinformatics. 2022 Feb 7;38(5):1287-1294
pubmed: 34864849
Proc Natl Acad Sci U S A. 1993 Apr 15;90(8):3710-4
pubmed: 8475120
Histochem J. 1975 May;7(3):259-66
pubmed: 123895
Elife. 2017 Aug 11;6:
pubmed: 28826478
FEBS Lett. 1992 Apr 27;301(3):243-5
pubmed: 1577159
PLoS One. 2018 Mar 12;13(3):e0194225
pubmed: 29529088
Commun Biol. 2021 Nov 12;4(1):1280
pubmed: 34773081
Nat Genet. 2003 Dec;35(4):318-21
pubmed: 14595441
FASEB J. 2013 Oct;27(10):4004-16
pubmed: 23781095
Elife. 2023 Feb 06;12:
pubmed: 36744868
Hum Mutat. 2014 Dec;35(12):1418-26
pubmed: 25205138
Biomed Res Int. 2021 Apr 19;2021:6647597
pubmed: 33987443
Biomark Med. 2021 Oct;15(15):1389-1396
pubmed: 34533053
Curr Heart Fail Rep. 2022 Apr;19(2):52-62
pubmed: 35386072
Nat Methods. 2012 Jul;9(7):671-5
pubmed: 22930834
Muscle Nerve. 2014 Jun;49(6):814-21
pubmed: 24030636
Nucleic Acids Res. 2018 Jan 4;46(D1):D1074-D1082
pubmed: 29126136
Lab Invest. 1998 Aug;78(8):1005-16
pubmed: 9714187
Skelet Muscle. 2018 Mar 6;8(1):8
pubmed: 29510724
Ann Neurol. 2013 Apr;73(4):481-8
pubmed: 23440719
Hum Mol Genet. 2013 Dec 15;22(24):4938-51
pubmed: 23904456

Auteurs

Shirley Nieves-Rodriguez (S)

Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.
Center for Duchenne Muscular Dystrophy at UCLA, Los Angeles, CA, United States.

Florian Barthélémy (F)

Center for Duchenne Muscular Dystrophy at UCLA, Los Angeles, CA, United States.
Department of Microbiology, David Geffen School of Medicine and College of Letters and Sciences, University of California, Los Angeles, Los Angeles, CA, United States.

Jeremy D Woods (JD)

Department of Pediatrics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.

Emilie D Douine (ED)

Center for Duchenne Muscular Dystrophy at UCLA, Los Angeles, CA, United States.
Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.

Richard T Wang (RT)

Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.
Center for Duchenne Muscular Dystrophy at UCLA, Los Angeles, CA, United States.

Deirdre D Scripture-Adams (DD)

Center for Duchenne Muscular Dystrophy at UCLA, Los Angeles, CA, United States.
Department of Microbiology, David Geffen School of Medicine and College of Letters and Sciences, University of California, Los Angeles, Los Angeles, CA, United States.

Kevin N Chesmore (KN)

Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.
Center for Duchenne Muscular Dystrophy at UCLA, Los Angeles, CA, United States.

Francesca Galasso (F)

Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.

M Carrie Miceli (MC)

Center for Duchenne Muscular Dystrophy at UCLA, Los Angeles, CA, United States.
Department of Microbiology, David Geffen School of Medicine and College of Letters and Sciences, University of California, Los Angeles, Los Angeles, CA, United States.

Stanley F Nelson (SF)

Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.
Center for Duchenne Muscular Dystrophy at UCLA, Los Angeles, CA, United States.
Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.
Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.

Classifications MeSH