Discovering Cellular Mitochondrial Heteroplasmy Heterogeneity with Single Cell RNA and ATAC Sequencing.

heterogeneity heteroplasmy mitochondria scATAC-seq scRNA-seq

Journal

Biology
ISSN: 2079-7737
Titre abrégé: Biology (Basel)
Pays: Switzerland
ID NLM: 101587988

Informations de publication

Date de publication:
05 Jun 2021
Historique:
received: 06 05 2021
revised: 26 05 2021
accepted: 28 05 2021
entrez: 2 7 2021
pubmed: 3 7 2021
medline: 3 7 2021
Statut: epublish

Résumé

Next-generation sequencing technologies have revolutionised the study of biological systems by enabling the examination of a broad range of tissues. Its application to single-cell genomics has generated a dynamic and evolving field with a vast amount of research highlighting heterogeneity in transcriptional, genetic and epigenomic state between cells. However, compared to these aspects of cellular heterogeneity, relatively little has been gleaned from single-cell datasets regarding cellular mitochondrial heterogeneity. Single-cell sequencing techniques can provide coverage of the mitochondrial genome which allows researchers to probe heteroplasmies at the level of the single cell, and observe interactions with cellular function. In this review, we give an overview of two popular single-cell modalities-single-cell RNA sequencing and single-cell ATAC sequencing-whose throughput and widespread usage offers researchers the chance to probe heteroplasmy combined with cell state in detailed resolution across thousands of cells. After summarising these technologies in the context of mitochondrial research, we give an overview of recent methods which have used these approaches for discovering mitochondrial heterogeneity. We conclude by highlighting current limitations of these approaches and open problems for future consideration.

Identifiants

pubmed: 34198745
pii: biology10060503
doi: 10.3390/biology10060503
pmc: PMC8230039
pii:
doi:

Types de publication

Journal Article Review

Langues

eng

Références

Cell Metab. 2021 Feb 2;33(2):270-282.e8
pubmed: 33278339
Genome Biol. 2018 May 31;19(1):70
pubmed: 29855333
Nature. 2015 Jul 23;523(7561):486-90
pubmed: 26083756
Proc Natl Acad Sci U S A. 2014 Feb 18;111(7):2548-53
pubmed: 24550281
Genome Biol. 2018 Dec 3;19(1):211
pubmed: 30509292
Bioinformatics. 2021 May 17;37(7):963-967
pubmed: 32840568
Cell Syst. 2019 Apr 24;8(4):281-291.e9
pubmed: 30954476
Nature. 2017 Nov 9;551(7679):251-255
pubmed: 29072297
Elife. 2017 Dec 05;6:
pubmed: 29206104
Nat Protoc. 2014 Jan;9(1):171-81
pubmed: 24385147
Exp Mol Med. 2020 Sep;52(9):1428-1442
pubmed: 32929225
Nucleic Acids Res. 2001 Aug 1;29(15):E74-4
pubmed: 11470889
Cancer Res. 2006 Aug 1;66(15):7386-9
pubmed: 16885331
Cell. 2015 May 21;161(5):1202-1214
pubmed: 26000488
Hum Mol Genet. 2013 Jan 15;22(2):384-90
pubmed: 23077218
Brief Funct Genomics. 2018 Jul 1;17(4):233-239
pubmed: 29126257
Trends Immunol. 2019 Nov;40(11):1011-1021
pubmed: 31645299
Cell. 1990 Jun 15;61(6):931-7
pubmed: 2112427
Nat Rev Genet. 2015 Sep;16(9):530-42
pubmed: 26281784
Nat Biotechnol. 2021 Apr;39(4):451-461
pubmed: 32788668
Cell. 2012 Jan 20;148(1-2):33-45
pubmed: 22265400
Cell. 2019 Mar 7;176(6):1325-1339.e22
pubmed: 30827679
Commun Biol. 2020 Nov 13;3(1):675
pubmed: 33188264
PLoS One. 2011 Jan 31;6(1):e16685
pubmed: 21304912
Brain. 1998 Oct;121 ( Pt 10):1889-94
pubmed: 9798744
Nat Med. 2018 May;24(5):580-590
pubmed: 29686426
N Engl J Med. 2020 Oct 15;383(16):1556-1563
pubmed: 32786181
Cell Metab. 2017 Jan 10;25(1):57-71
pubmed: 28094012
Nat Commun. 2019 Aug 14;10(1):3660
pubmed: 31413257
Elife. 2019 Apr 09;8:
pubmed: 30958261
Front Cell Dev Biol. 2019 Sep 25;7:201
pubmed: 31612134
Gigascience. 2020 Dec 26;9(12):
pubmed: 33367645
Nat Biotechnol. 2019 Aug;37(8):925-936
pubmed: 31375813
Front Genet. 2019 Jan 25;9:718
pubmed: 30740126
Sci Rep. 2018 Sep 3;8(1):13121
pubmed: 30177820
Nat Methods. 2008 Jul;5(7):613-9
pubmed: 18516046
Nat Rev Genet. 2019 Nov;20(11):631-656
pubmed: 31341269
Proc Natl Acad Sci U S A. 2019 Nov 26;116(48):24100-24107
pubmed: 31712411
Cancer Cell. 2020 Apr 13;37(4):456-470
pubmed: 32289270
C R Biol. 2014 Feb;337(2):78-85
pubmed: 24581801
Nat Med. 2017 Jun;23(6):692-702
pubmed: 28504724
Genome Biol. 2016 Feb 17;17:29
pubmed: 26887813
Bioinformatics. 2013 Jan 1;29(1):15-21
pubmed: 23104886
EMBO J. 2016 Sep 15;35(18):1979-90
pubmed: 27436875
Sci Adv. 2020 Dec 18;6(51):
pubmed: 33355129
Nat Med. 2018 Jul;24(7):978-985
pubmed: 29942094
Nat Commun. 2020 Aug 12;11(1):4025
pubmed: 32788667
Nat Biotechnol. 2020 Jun;38(6):708-714
pubmed: 32518404
Nat Biotechnol. 2018 Jan;36(1):89-94
pubmed: 29227470
Cell. 2011 Aug 19;146(4):645-58
pubmed: 21854988
Am J Hum Genet. 2008 Aug;83(2):254-60
pubmed: 18674747
F1000Res. 2017 Feb 3;6:100
pubmed: 28868132
Signal Transduct Target Ther. 2021 Feb 16;6(1):65
pubmed: 33589598
Genome Res. 2017 Mar;27(3):491-499
pubmed: 28100584
Cell. 2017 Oct 5;171(2):321-330.e14
pubmed: 28965763
Exp Mol Med. 2018 Aug 7;50(8):1-14
pubmed: 30089861
Genome Biol. 2020 Mar 5;21(1):57
pubmed: 32138770
Nat Rev Genet. 2014 Feb;15(2):121-32
pubmed: 24434847
PLoS Genet. 2013;9(9):e1003794
pubmed: 24086148
Mol Ther Methods Clin Dev. 2018 Aug 02;10:189-196
pubmed: 30094294
Nat Protoc. 2018 Apr;13(4):599-604
pubmed: 29494575
Proc Natl Acad Sci U S A. 2002 Apr 16;99(8):5521-6
pubmed: 11943860
Cell. 2017 Jun 15;169(7):1342-1356.e16
pubmed: 28622514
Nat Commun. 2018 Jan 26;9(1):389
pubmed: 29374163
Sci Rep. 2017 Nov 27;7(1):16357
pubmed: 29180746
Nat Rev Dis Primers. 2016 Oct 20;2:16080
pubmed: 27775730
Genes (Basel). 2020 May 11;11(5):
pubmed: 32403285
Sci Rep. 2021 Jan 11;11(1):466
pubmed: 33432158
Nat Commun. 2017 Jan 16;8:14049
pubmed: 28091601
Nat Rev Genet. 2021 Feb;22(2):106-118
pubmed: 32989265
Nature. 2020 Nov;587(7834):377-386
pubmed: 32894860
Mol Syst Biol. 2019 Jun 19;15(6):e8746
pubmed: 31217225
Brain. 2006 May;129(Pt 5):1249-59
pubmed: 16537564
Cell Death Dis. 2015 Apr 02;6:e1710
pubmed: 25837486
Genome Biol. 2016 May 10;17:97
pubmed: 27160975
Cell. 2015 May 21;161(5):1187-1201
pubmed: 26000487
Nat Methods. 2009 May;6(5):377-82
pubmed: 19349980
Nat Methods. 2014 Feb;11(2):163-6
pubmed: 24363023
Nat Biotechnol. 2019 Aug;37(8):916-924
pubmed: 31235917
Sci Rep. 2019 Mar 26;9(1):5184
pubmed: 30914727

Auteurs

Aidan S Marshall (AS)

Department of Mathematics, Imperial College London, Huxley Building, South Kensington Campus, London SW7 2AZ, UK.

Nick S Jones (NS)

Department of Mathematics, Imperial College London, Huxley Building, South Kensington Campus, London SW7 2AZ, UK.

Classifications MeSH