Respiratory epithelial cell types, states and fates in the era of single-cell RNA-sequencing.
cell biology
cell fate
respiratory epithelium
scRNA-seq
Journal
The Biochemical journal
ISSN: 1470-8728
Titre abrégé: Biochem J
Pays: England
ID NLM: 2984726R
Informations de publication
Date de publication:
12 Jul 2023
12 Jul 2023
Historique:
received:
19
11
2022
revised:
19
06
2023
accepted:
20
06
2023
medline:
10
7
2023
pubmed:
6
7
2023
entrez:
6
7
2023
Statut:
ppublish
Résumé
Standalone and consortia-led single-cell atlases of healthy and diseased human airways generated with single-cell RNA-sequencing (scRNA-seq) have ushered in a new era in respiratory research. Numerous discoveries, including the pulmonary ionocyte, potentially novel cell fates, and a diversity of cell states among common and rare epithelial cell types have highlighted the extent of cellular heterogeneity and plasticity in the respiratory tract. scRNA-seq has also played a pivotal role in our understanding of host-virus interactions in coronavirus disease 2019 (COVID-19). However, as our ability to generate large quantities of scRNA-seq data increases, along with a growing number of scRNA-seq protocols and data analysis methods, new challenges related to the contextualisation and downstream applications of insights are arising. Here, we review the fundamental concept of cellular identity from the perspective of single-cell transcriptomics in the respiratory context, drawing attention to the need to generate reference annotations and to standardise the terminology used in literature. Findings about airway epithelial cell types, states and fates obtained from scRNA-seq experiments are compared and contrasted with information accumulated through the use of conventional methods. This review attempts to discuss major opportunities and to outline some of the key limitations of the modern-day scRNA-seq that need to be addressed to enable efficient and meaningful integration of scRNA-seq data from different platforms and studies, with each other as well as with data from other high-throughput sequencing-based genomic, transcriptomic and epigenetic analyses.
Identifiants
pubmed: 37410389
pii: 233264
doi: 10.1042/BCJ20220572
pmc: PMC10422933
doi:
Substances chimiques
RNA
63231-63-0
Types de publication
Review
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
921-939Informations de copyright
© 2023 The Author(s).
Références
Nat Biotechnol. 2021 Dec;39(12):1517-1520
pubmed: 34211161
Nat Methods. 2017 Apr;14(4):381-387
pubmed: 28263961
Genome Biol. 2020 Mar 5;21(1):57
pubmed: 32138770
Mol Syst Biol. 2019 Jun 19;15(6):e8746
pubmed: 31217225
Dev Biol. 2009 May 1;329(1):116-29
pubmed: 19268451
Signal Transduct Target Ther. 2022 May 3;7(1):145
pubmed: 35504878
Nat Protoc. 2012 Apr 05;7(5):813-28
pubmed: 22481528
Am J Respir Crit Care Med. 2020 Jul 15;202(2):219-229
pubmed: 32432483
Nature. 2018 Aug;560(7720):649-654
pubmed: 30135581
Bioinformatics. 2012 Aug 15;28(16):2184-5
pubmed: 22743226
Genome Biol. 2021 Aug 25;22(1):248
pubmed: 34433466
PeerJ. 2021 Jan 15;9:e10717
pubmed: 33520469
Nat Methods. 2011 Nov 20;9(1):72-4
pubmed: 22101854
Nature. 2020 Nov;587(7835):619-625
pubmed: 33208946
Nat Protoc. 2014 Jan;9(1):171-81
pubmed: 24385147
Nat Rev Mol Cell Biol. 2019 Dec;20(12):753-765
pubmed: 31690888
Nat Rev Genet. 2020 Oct;21(10):597-614
pubmed: 32504078
Exp Mol Med. 2020 Sep;52(9):1428-1442
pubmed: 32929225
Nature. 2018 Aug;560(7719):494-498
pubmed: 30089906
Science. 2015 Feb 6;347(6222):1258367
pubmed: 25657253
Cell Rep. 2012 Sep 27;2(3):666-73
pubmed: 22939981
Genome Res. 2011 Jul;21(7):1160-7
pubmed: 21543516
Cell. 2015 May 21;161(5):1202-1214
pubmed: 26000488
Nat Biotechnol. 2022 Jan;40(1):121-130
pubmed: 34462589
Eur Respir J. 2018 May 17;51(5):
pubmed: 29773606
Nat Methods. 2019 Jan;16(1):43-49
pubmed: 30573817
Nat Methods. 2022 May;19(5):534-546
pubmed: 35273392
Am J Respir Crit Care Med. 2020 Dec 15;202(12):1636-1645
pubmed: 32726565
Cell Stem Cell. 2014 Aug 7;15(2):123-38
pubmed: 25105578
Eur Respir Rev. 2020 Jul 3;29(156):
pubmed: 32620586
Nat Med. 2019 Jul;25(7):1153-1163
pubmed: 31209336
Cell. 2012 Jan 20;148(1-2):33-45
pubmed: 22265400
Mol Cell. 2017 Feb 16;65(4):631-643.e4
pubmed: 28212749
Development. 2017 Mar 1;144(5):755-766
pubmed: 28246210
Cell Syst. 2017 Mar 22;4(3):255-259
pubmed: 28334573
Front Genet. 2021 Sep 07;12:706907
pubmed: 34557218
Nat Commun. 2020 Jul 16;11(1):3559
pubmed: 32678092
Nat Rev Immunol. 2021 Jun;21(6):347-362
pubmed: 33442032
Nat Med. 2023 Jun;29(6):1563-1577
pubmed: 37291214
Nat Biotechnol. 2016 May;34(5):525-7
pubmed: 27043002
Nat Biotechnol. 2019 May;37(5):547-554
pubmed: 30936559
Development. 2019 Oct 23;146(20):
pubmed: 31558434
Nucleic Acids Res. 2014 Aug;42(14):8845-60
pubmed: 25053837
Nat Rev Genet. 2015 Mar;16(3):133-45
pubmed: 25628217
Nat Commun. 2023 Jul 29;14(1):4566
pubmed: 37516747
Nat Biotechnol. 2016 Nov 8;34(11):1145-1160
pubmed: 27824854
Am J Respir Crit Care Med. 2021 May 15;203(10):1275-1289
pubmed: 33321047
Nat Protoc. 2019 Jun;14(6):1841-1862
pubmed: 31101904
Cell. 2019 Mar 7;176(6):1325-1339.e22
pubmed: 30827679
Genome Biol. 2018 Feb 6;19(1):15
pubmed: 29409532
Genome Res. 2015 Oct;25(10):1491-8
pubmed: 26430159
Development. 2011 Feb;138(4):705-14
pubmed: 21266406
PLoS Comput Biol. 2018 Jun 25;14(6):e1006245
pubmed: 29939984
Cell. 2020 May 28;181(5):1016-1035.e19
pubmed: 32413319
Cell. 2021 Jun 24;184(13):3573-3587.e29
pubmed: 34062119
Crit Rev Oral Biol Med. 2002;13(1):35-50
pubmed: 12097236
Eur Respir J. 2022 Aug 18;60(2):
pubmed: 35086829
Trends Genet. 2022 Aug;38(8):831-843
pubmed: 35537880
Gigascience. 2020 Dec 26;9(12):
pubmed: 33367645
Nature. 2014 Mar 13;507(7491):190-4
pubmed: 24499815
Nat Commun. 2020 Aug 27;11(1):4307
pubmed: 32855414
Nat Med. 2021 May;27(5):806-814
pubmed: 33958799
Methods Mol Biol. 2023;2584:269-292
pubmed: 36495456
BMC Bioinformatics. 2017 Dec 21;18(Suppl 17):559
pubmed: 29322913
RNA Biol. 2017 May 4;14(5):637-650
pubmed: 27442339
Respirology. 2019 Jan;24(1):29-36
pubmed: 30264869
Immunity. 2018 Oct 16;49(4):764-779.e9
pubmed: 30332632
Nat Methods. 2021 Mar;18(3):272-282
pubmed: 33589839
Am J Respir Crit Care Med. 2020 Dec 1;202(11):1540-1550
pubmed: 32692579
Biol Rev Camb Philos Soc. 2006 Aug;81(3):425-55
pubmed: 16790079
Nat Biotechnol. 2012 Aug;30(8):777-82
pubmed: 22820318
Nat Rev Genet. 2019 Nov;20(11):631-656
pubmed: 31341269
Nature. 2018 Aug;560(7718):377-381
pubmed: 30069046
Biostatistics. 2018 Oct 1;19(4):562-578
pubmed: 29121214
Nat Rev Genet. 2009 Jan;10(1):57-63
pubmed: 19015660
Nature. 2018 Apr 5;556(7699):108-112
pubmed: 29590089
Front Genet. 2019 Apr 05;10:317
pubmed: 31024627
Mol Biosyst. 2008 Jul;4(7):726-32
pubmed: 18563246
Nat Rev Genet. 2013 Sep;14(9):618-30
pubmed: 23897237
Biotechniques. 2008 Apr;44(5):619-26
pubmed: 18474036
Nat Rev Nephrol. 2020 Jul;16(7):408-421
pubmed: 32221477
Nature. 2014 May 15;509(7500):371-5
pubmed: 24739965
Science. 2014 Feb 14;343(6172):776-9
pubmed: 24531970
Cell. 2008 Oct 17;135(2):216-26
pubmed: 18957198
Proc Natl Acad Sci U S A. 2012 Oct 23;109(43):17531-6
pubmed: 23047698
Nat Methods. 2017 Sep 29;14(10):935-936
pubmed: 28960196
Biochem Soc Trans. 2020 Feb 28;48(1):327-336
pubmed: 31922198
Nat Biotechnol. 2014 Apr;32(4):381-386
pubmed: 24658644
Nat Commun. 2020 May 19;11(1):2485
pubmed: 32427931
Cell. 2019 Feb 21;176(5):1158-1173.e16
pubmed: 30712869
Nature. 2022 Apr;604(7904):111-119
pubmed: 35355018
Nat Biotechnol. 2020 Jun;38(6):708-714
pubmed: 32518404
Nat Methods. 2022 Feb;19(2):159-170
pubmed: 35027767
Nat Biotechnol. 2023 Jun 8;:
pubmed: 37291427
Am J Respir Cell Mol Biol. 2021 Jan;64(1):146-149
pubmed: 33385216
PLoS Comput Biol. 2005 Oct;1(5):e50
pubmed: 16261192
Cell. 2019 Oct 3;179(2):403-416.e23
pubmed: 31585080
F1000Res. 2018 Jul 26;7:1141
pubmed: 30271584
Genome Res. 2017 Mar;27(3):491-499
pubmed: 28100584
Nat Rev Genet. 2020 Jul;21(7):410-427
pubmed: 32235876
Genetics. 2022 Mar 3;220(3):
pubmed: 35143654
Science. 2022 May 13;376(6594):eabl5197
pubmed: 35549406
Nat Biotechnol. 2020 Aug;38(8):970-979
pubmed: 32591762
Nat Protoc. 2018 Apr;13(4):599-604
pubmed: 29494575
Cell. 2022 Jul 21;185(15):2739-2755
pubmed: 35868277
Biomed Res Int. 2021 Apr 19;2021:6647597
pubmed: 33987443
Nat Rev Genet. 2016 Dec;17(12):744-757
pubmed: 27818507
Genome Biol. 2016 Apr 28;17:77
pubmed: 27121950
Cell Rep. 2020 Jul 7;32(1):107872
pubmed: 32640237
Commun Biol. 2020 Oct 23;3(1):602
pubmed: 33097816
Genome Biol. 2019 Oct 17;20(1):210
pubmed: 31623682
Nature. 2018 Aug;560(7718):319-324
pubmed: 30069044
Nat Methods. 2009 May;6(5):377-82
pubmed: 19349980
JCI Insight. 2016 Dec 8;1(20):e90558
pubmed: 27942595
Nat Methods. 2022 May;19(5):560-566
pubmed: 35468967