Tracing Lung Cancer Risk Factors Through Mutational Signatures in Never-Smokers.
genomic analyses
histology
lung cancer
mutational signatures
never-smokers
radiological imaging
Journal
American journal of epidemiology
ISSN: 1476-6256
Titre abrégé: Am J Epidemiol
Pays: United States
ID NLM: 7910653
Informations de publication
Date de publication:
01 06 2021
01 06 2021
Historique:
received:
03
04
2020
revised:
07
10
2020
accepted:
16
10
2020
pubmed:
14
3
2021
medline:
29
6
2021
entrez:
13
3
2021
Statut:
ppublish
Résumé
Epidemiologic studies often rely on questionnaire data, exposure measurement tools, and/or biomarkers to identify risk factors and the underlying carcinogenic processes. An emerging and promising complementary approach to investigate cancer etiology is the study of somatic "mutational signatures" that endogenous and exogenous processes imprint on the cellular genome. These signatures can be identified from a complex web of somatic mutations thanks to advances in DNA sequencing technology and analytical algorithms. This approach is at the core of the Sherlock-Lung study (2018-ongoing), a retrospective case-only study of over 2,000 lung cancers in never-smokers (LCINS), using different patterns of mutations observed within LCINS tumors to trace back possible exposures or endogenous processes. Whole genome and transcriptome sequencing, genome-wide methylation, microbiome, and other analyses are integrated with data from histological and radiological imaging, lifestyle, demographic characteristics, environmental and occupational exposures, and medical records to classify LCINS into subtypes that could reveal distinct risk factors. To date, we have received samples and data from 1,370 LCINS cases from 17 study sites worldwide and whole-genome sequencing has been completed on 1,257 samples. Here, we present the Sherlock-Lung study design and analytical strategy, also illustrating some empirical challenges and the potential for this approach in future epidemiologic studies.
Identifiants
pubmed: 33712835
pii: 5941773
doi: 10.1093/aje/kwaa234
pmc: PMC8316614
doi:
Types de publication
Journal Article
Research Support, N.I.H., Intramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
962-976Subventions
Organisme : Intramural NIH HHS
ID : ZIA ES103266
Pays : United States
Informations de copyright
Published by Oxford University Press on behalf of the Johns Hopkins Bloomberg School of Public Health 2020. This work is written by (a) US Government employee(s) and is in the public domain in the US.
Références
Nature. 2014 Jul 31;511(7511):543-50
pubmed: 25079552
Cancer Cell. 2019 Mar 18;35(3):441-456.e8
pubmed: 30889380
J Thorac Cardiovasc Surg. 2018 Mar;155(3):1199-1202
pubmed: 29331175
Eur J Cancer Prev. 2016 May;25(3):163-72
pubmed: 25757194
Int J Cancer. 2015 Feb 1;136(3):632-8
pubmed: 24917360
Int J Environ Res Public Health. 2018 Sep 11;15(9):
pubmed: 30208628
Cancer Causes Control. 2003 May;14(4):327-34
pubmed: 12846363
Oncotarget. 2017 Jun 27;8(26):43322-43331
pubmed: 28487493
Nat Rev Cancer. 2004 Dec;4(12):988-93
pubmed: 15573120
Genome Biol. 2020 Feb 14;21(1):37
pubmed: 32059681
Cell. 2014 Aug 14;158(4):929-944
pubmed: 25109877
Zhonghua Liu Xing Bing Xue Za Zhi. 2001 Apr;22(2):119-21
pubmed: 11860860
Genome Res. 2017 Sep;27(9):1475-1486
pubmed: 28739859
Cancer Epidemiol Biomarkers Prev. 1994 Mar;3(2):173-5
pubmed: 8049640
Epidemiology. 2005 Mar;16(2):137-45
pubmed: 15703527
Carcinogenesis. 2012 Mar;33(3):587-97
pubmed: 22198214
Nat Commun. 2017 Nov 3;8(1):1315
pubmed: 29101368
Am J Hum Genet. 2009 Nov;85(5):679-91
pubmed: 19836008
Ann Occup Hyg. 2004 Jul;48(5):459-62
pubmed: 15240333
Chin J Cancer. 2017 Feb 8;36(1):20
pubmed: 28179026
Nucleic Acids Res. 2020 Apr 17;48(7):3692-3707
pubmed: 32133535
Am J Respir Crit Care Med. 2014 Sep 1;190(5):549-59
pubmed: 25054566
PLoS One. 2011 Mar 31;6(3):e17479
pubmed: 21483846
N Engl J Med. 2017 Jun 1;376(22):2109-2121
pubmed: 28445112
Eur J Public Health. 2015 Apr;25(2):324-9
pubmed: 25201901
Environ Health Perspect. 2010 Dec;118(12):1743-7
pubmed: 20846923
J Clin Oncol. 2007 Feb 10;25(5):561-70
pubmed: 17290066
Eur J Cancer. 2012 Jun;48(9):1299-311
pubmed: 22464348
Environ Res. 2019 May;172:713-718
pubmed: 30903971
Nat Cancer. 2020 Feb;1(2):249-263
pubmed: 32118208
Am J Epidemiol. 2012 Oct 1;176(7):573-85
pubmed: 22986146
Cancer Cell. 2012 Mar 20;21(3):309-22
pubmed: 22439926
Genome Res. 2018 May;28(5):666-675
pubmed: 29636374
Science. 2016 Nov 4;354(6312):618-622
pubmed: 27811275
Nat Genet. 2016 Jun;48(6):607-16
pubmed: 27158780
BMJ. 2012 Aug 29;345:e5414
pubmed: 22936785
Nat Commun. 2018 May 1;9(1):1746
pubmed: 29717118
Genome Biol. 2017 Jan 25;18(1):17
pubmed: 28122605
Genome Med. 2019 May 28;11(1):35
pubmed: 31138277
PLoS Genet. 2018 Jan 4;14(1):e1007108
pubmed: 29300727
Int J Cancer. 2009 Dec 15;125(12):2936-44
pubmed: 19521963
Epidemiology. 2017 Mar;28(2):288-299
pubmed: 28141674
Environ Health Perspect. 2019 Sep;127(9):97001
pubmed: 31487206
Environ Health Perspect. 2014 Sep;122(9):906-11
pubmed: 24911630
Cell. 2018 Apr 19;173(3):595-610.e11
pubmed: 29656894
Scand J Work Environ Health. 2006;32 Suppl 1:1-83
pubmed: 16538937
Mutat Res. 2005 Sep 4;577(1-2):170-8
pubmed: 15949822
Nat Commun. 2018 Aug 13;9(1):3220
pubmed: 30104673
Nat Genet. 2018 Sep;50(9):1262-1270
pubmed: 30104763
Ann Epidemiol. 2018 Aug;28(8):543-548
pubmed: 29778651
Nature. 2020 Feb;578(7793):94-101
pubmed: 32025018
J Thorac Dis. 2019 Jan;11(1):280-291
pubmed: 30863606
Cell. 2019 Mar 7;176(6):1282-1294.e20
pubmed: 30849372
Cancer Cell. 2015 Sep 14;28(3):307-317
pubmed: 26373278
Science. 2017 Oct 13;358(6360):234-238
pubmed: 28912133
Nature. 2020 Feb;578(7794):266-272
pubmed: 31996850
Ann Occup Environ Med. 2016 Mar 09;28:11
pubmed: 26962458
Nat Genet. 2017 Jul;49(7):1126-1132
pubmed: 28604730
Oncotarget. 2017 Feb 14;8(7):11614-11620
pubmed: 28086224
Curr Opin Genet Dev. 2014 Feb;24:52-60
pubmed: 24657537
Nat Genet. 2012 Dec;44(12):1330-5
pubmed: 23143601
Cell. 2019 May 2;177(4):821-836.e16
pubmed: 30982602
J Natl Cancer Inst. 1995 Jun 7;87(11):817-27
pubmed: 7791231
Cell. 2019 Feb 21;176(5):998-1013.e16
pubmed: 30712876
Nat Genet. 2015 Sep;47(9):1067-72
pubmed: 26258849
Int J Cancer. 2014 Oct 15;135(8):1918-30
pubmed: 24615328
Methods Mol Biol. 2018;1711:243-259
pubmed: 29344893
Lancet Oncol. 2013 Aug;14(9):813-22
pubmed: 23849838
Cell. 2019 Jun 13;177(7):1842-1857.e21
pubmed: 31155235
Int J Cancer. 2004 Mar;109(1):125-31
pubmed: 14735478
Health Phys. 2002 Jul;83(1):1-18
pubmed: 12075673
Genome Biol. 2018 Aug 24;19(1):123
pubmed: 30143034
Int J Cancer. 2012 Jul 15;131(2):265-75
pubmed: 22322343
Nature. 2016 Oct 12;538(7624):161-164
pubmed: 27734877
Nature. 2013 Aug 22;500(7463):415-21
pubmed: 23945592
Eur Respir J. 2012 Nov;40(5):1228-37
pubmed: 22653775
Nat Genet. 2017 Oct;49(10):1476-1486
pubmed: 28825726
Cancer Lett. 2014 Apr 1;345(1):21-6
pubmed: 24333737
Cell. 2018 Apr 5;173(2):291-304.e6
pubmed: 29625048
Cell. 2012 Sep 14;150(6):1107-20
pubmed: 22980975
PLoS Med. 2016 Dec 6;13(12):e1002162
pubmed: 27923066
Sci Transl Med. 2013 Aug 7;5(197):197ra101
pubmed: 23926199
PLoS Med. 2008 Sep 30;5(9):e185
pubmed: 18788891
Sci Total Environ. 2006 Aug 1;366(2-3):500-13
pubmed: 16406110
Ann N Y Acad Sci. 2013 May;1284:1-5
pubmed: 23651186
PLoS One. 2015 Aug 14;10(8):e0135798
pubmed: 26274395
Environ Res. 2016 May;147:141-5
pubmed: 26874046
Environ Health Perspect. 2017 Mar;125(3):378-384
pubmed: 27519054
Nat Commun. 2014 Oct 29;5:5135
pubmed: 25351205
Hum Mol Genet. 2017 Jan 15;26(2):454-465
pubmed: 28025329
Asian Pac J Cancer Prev. 2012;13(6):2459-65
pubmed: 22938404
Genome Biol. 2016 Jul 28;17(1):163
pubmed: 27468850
PLoS Genet. 2016 Oct 27;12(10):e1006385
pubmed: 27788131
PLoS Biol. 2014 Jul 08;12(7):e1001906
pubmed: 25003521
Science. 2014 Oct 10;346(6206):251-6
pubmed: 25301630
Int J Cancer. 2018 Oct 1;143(7):1696-1705
pubmed: 29667179
Nat Commun. 2017 Mar 17;8:14756
pubmed: 28303898
Cell. 2019 Oct 17;179(3):589-603
pubmed: 31607513
Genome Res. 2018 May;28(5):654-665
pubmed: 29632087
Ann Thorac Surg. 2020 Dec;110(6):1796-1804
pubmed: 32525031
Nat Med. 2017 Apr;23(4):517-525
pubmed: 28288110
DNA Repair (Amst). 2018 Nov;71:6-11
pubmed: 30236628
Clin Cancer Res. 2009 Sep 15;15(18):5626-45
pubmed: 19755391