Pan-cancer landscape of AID-related mutations, composite mutations, and their potential role in the ICI response.


Journal

NPJ precision oncology
ISSN: 2397-768X
Titre abrégé: NPJ Precis Oncol
Pays: England
ID NLM: 101708166

Informations de publication

Date de publication:
01 Dec 2022
Historique:
received: 26 05 2022
accepted: 02 11 2022
entrez: 1 12 2022
pubmed: 2 12 2022
medline: 2 12 2022
Statut: epublish

Résumé

Activation-induced cytidine deaminase, AICDA or AID, is a driver of somatic hypermutation and class-switch recombination in immunoglobulins. In addition, this deaminase belonging to the APOBEC family may have off-target effects genome-wide, but its effects at pan-cancer level are not well elucidated. Here, we used different pan-cancer datasets, totaling more than 50,000 samples analyzed by whole-genome, whole-exome, or targeted sequencing. AID mutations are present at pan-cancer level with higher frequency in hematological cancers and higher presence at transcriptionally active TAD domains. AID synergizes initial hotspot mutations by a second composite mutation. AID mutational load was found to be independently associated with a favorable outcome in immune-checkpoint inhibitors (ICI) treated patients across cancers after analyzing 2000 samples. Finally, we found that AID-related neoepitopes, resulting from mutations at more frequent hotspots if compared to other mutational signatures, enhance CXCL13/CCR5 expression, immunogenicity, and T-cell exhaustion, which may increase ICI sensitivity.

Identifiants

pubmed: 36456685
doi: 10.1038/s41698-022-00331-2
pii: 10.1038/s41698-022-00331-2
pmc: PMC9715662
doi:

Types de publication

Journal Article

Langues

eng

Pagination

89

Subventions

Organisme : Institut National Du Cancer (French National Cancer Institute)
ID : SiRIC CURAMUS
Organisme : Institut National Du Cancer (French National Cancer Institute)
ID : SIRIC CURAMUS
Organisme : Institut National Du Cancer (French National Cancer Institute)
ID : SIRIC CURAMUS
Organisme : Institut National Du Cancer (French National Cancer Institute)
ID : SIRIC CURAMUS
Organisme : Institut National Du Cancer (French National Cancer Institute)
ID : SIRIC CURAMUS
Organisme : Institut National Du Cancer (French National Cancer Institute)
ID : SIRIC CURAMUS
Organisme : Agence Nationale de la Recherche (French National Research Agency)
ID : ANR-10-IAIHU-06

Informations de copyright

© 2022. The Author(s).

Références

Nat Genet. 2020 Nov;52(11):1178-1188
pubmed: 33020667
Cell. 2018 Apr 5;173(2):305-320.e10
pubmed: 29625049
J Exp Med. 2017 Jan;214(1):49-58
pubmed: 27998928
N Engl J Med. 2016 Jun 9;374(23):2209-2221
pubmed: 27276561
Cancer Res. 2015 Aug 15;75(16):3292-301
pubmed: 26113087
Nat Genet. 2020 Mar;52(3):294-305
pubmed: 32024999
Nature. 2015 Oct 22;526(7574):519-24
pubmed: 26200345
Nat Genet. 2019 Feb;51(2):202-206
pubmed: 30643254
Cell. 2017 Nov 16;171(5):1029-1041.e21
pubmed: 29056346
Mol Cell. 2012 Mar 30;45(6):814-25
pubmed: 22387027
Nature. 2013 Jul 11;499(7457):214-218
pubmed: 23770567
J Natl Cancer Inst. 2018 Nov 1;110(11):1171-1177
pubmed: 30365005
Nat Genet. 2016 Dec;48(12):1481-1489
pubmed: 27776115
Nat Commun. 2018 Mar 28;9(1):1248
pubmed: 29593215
Nat Genet. 2013 Sep;45(9):970-6
pubmed: 23852170
Bioinformatics. 2018 Oct 1;34(19):3380-3381
pubmed: 29771315
PLoS One. 2019 Sep 12;14(9):e0221235
pubmed: 31513583
Cell. 2017 Nov 2;171(4):934-949.e16
pubmed: 29033130
Cancer Cell. 2020 Feb 10;37(2):243-257.e7
pubmed: 32049048
Science. 2015 Oct 9;350(6257):207-211
pubmed: 26359337
Contemp Clin Trials. 2015 Nov;45(Pt A):139-45
pubmed: 26343745
Nat Commun. 2020 Apr 21;11(1):1917
pubmed: 32317634
Cell. 2014 Dec 18;159(7):1665-80
pubmed: 25497547
Bioinformatics. 2017 Oct 01;33(19):3088-3090
pubmed: 28575171
Nat Protoc. 2009;4(1):44-57
pubmed: 19131956
Nat Commun. 2019 Jan 21;10(1):353
pubmed: 30664638
PLoS Genet. 2020 Dec 23;16(12):e1008960
pubmed: 33362210
Cell. 2021 Feb 4;184(3):596-614.e14
pubmed: 33508232
Neoplasia. 2016 Feb;18(2):90-9
pubmed: 26936395
Clin Cancer Res. 2021 Jan 1;27(1):202-212
pubmed: 33020056
PLoS One. 2013 Jul 08;8(7):e69208
pubmed: 23861962
Nat Genet. 2018 Sep;50(9):1271-1281
pubmed: 30150660
FASEB J. 2020 Jul;34(7):9245-9268
pubmed: 32437054
Nat Genet. 2008 Jan;40(1):108-12
pubmed: 18066064
OMICS. 2012 May;16(5):284-7
pubmed: 22455463
Cell. 2018 Nov 1;175(4):984-997.e24
pubmed: 30388455
Nat Med. 2019 Dec;25(12):1916-1927
pubmed: 31792460
J Clin Invest. 2016 Apr 1;126(4):1367-82
pubmed: 26974156
Genome Biol. 2014;15(12):550
pubmed: 25516281
N Engl J Med. 2016 Nov 24;375(21):2023-2036
pubmed: 27959731
Cell. 2015 Jan 15;160(1-2):48-61
pubmed: 25594174
Oncoimmunology. 2018 Dec 24;8(3):1550341
pubmed: 30723579
Genome Biol. 2019 Dec 23;20(1):296
pubmed: 31870423
Cell. 2016 Mar 24;165(1):35-44
pubmed: 26997480
Gastroenterology. 2014 Aug;147(2):407-17.e3
pubmed: 24786892
Nature. 2020 Jun;582(7810):100-103
pubmed: 32461694
Cancer Discov. 2015 Jul;5(7):704-12
pubmed: 26091828
Nat Genet. 2015 Apr;47(4):330-7
pubmed: 25730765
Nature. 2015 Oct 22;526(7574):525-30
pubmed: 26466571
Science. 2019 Nov 8;366(6466):714-723
pubmed: 31699932
Bioinformatics. 2016 Sep 15;32(18):2847-9
pubmed: 27207943
Nature. 2020 Feb;578(7793):94-101
pubmed: 32025018
Cell Rep Med. 2021 Feb 06;2(2):100194
pubmed: 33665637
Science. 2016 Mar 25;351(6280):1463-9
pubmed: 26940869
Int J Clin Exp Pathol. 2019 Nov 01;12(11):4119-4124
pubmed: 31933808
Nature. 2011 Sep 11;478(7367):64-9
pubmed: 21909114
Nature. 2018 Oct;562(7728):526-531
pubmed: 30333627
Nature. 2020 Jun;582(7810):95-99
pubmed: 32494066
Cell. 2017 Oct 5;171(2):481-494.e15
pubmed: 28985567
Cancer Cell. 2014 Jan 13;25(1):91-101
pubmed: 24434212
N Engl J Med. 2013 Dec 19;369(25):2391-2405
pubmed: 24325359
Genome Res. 2002 Jun;12(6):996-1006
pubmed: 12045153
Nat Genet. 2013 Mar;45(3):242-52
pubmed: 23334668
Cancer Immunol Res. 2020 Mar;8(3):396-408
pubmed: 31871119
Annu Rev Immunol. 2002;20:165-96
pubmed: 11861601
Hepatology. 2008 Mar;47(3):888-96
pubmed: 18306229
J Thorac Cardiovasc Surg. 2014 May;147(5):1612-1618.e4
pubmed: 24263008
Commun Biol. 2019 Jul 19;2:266
pubmed: 31341965
Nat Genet. 2011 Dec 11;44(1):47-52
pubmed: 22158541
Leukemia. 2004 Nov;18(11):1775-9
pubmed: 15385936
Nature. 2018 Mar 15;555(7696):321-327
pubmed: 29489754
Nat Med. 2020 Jun;26(6):909-918
pubmed: 32472114
Immunity. 2004 Jun;20(6):659-68
pubmed: 15189732
Oncogene. 2018 Jul;37(29):3924-3936
pubmed: 29695832
Immunity. 2008 May;28(5):630-8
pubmed: 18455451
Nature. 2013 Aug 22;500(7463):415-21
pubmed: 23945592
Nat Commun. 2015 Dec 07;6:8866
pubmed: 26638776
Nat Commun. 2021 Mar 11;12(1):1602
pubmed: 33707442
BMC Bioinformatics. 2020 Oct 7;21(1):438
pubmed: 33028213
Bioinformatics. 2010 Mar 15;26(6):841-2
pubmed: 20110278
Cell. 2013 Feb 14;152(4):714-26
pubmed: 23415222

Auteurs

Isaias Hernández-Verdin (I)

Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France.

Kadir C Akdemir (KC)

Departments of Genomic Medicine and Neurosurgery, University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Daniele Ramazzotti (D)

Department of Medicine and Surgery, University of Milano-Bicocca, Milano, Italy.

Giulio Caravagna (G)

Cancer Data Science Laboratory, Dipartimento di Matematica e Geoscienze, Università degli Studi di Trieste, Trieste, Italy.

Karim Labreche (K)

Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France.

Karima Mokhtari (K)

Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France.
Department of Neuropathology, Pitié Salpêtrière-Charles Foix, Paris, France.
Onconeurotek, AP-HP, Hôpital Pitié-Salpêtrière, F-75013, Paris, France.

Khê Hoang-Xuan (K)

Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France.
Department of Neurology-2, Pitié-Salpêtrière University Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France.

Matthieu Peyre (M)

Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France.
Department of Neurosurgery, AP-HP, Hôpital Pitié-Salpêtrière, F-75013, Paris, France.

Franck Bielle (F)

Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France.
Department of Neuropathology, Pitié Salpêtrière-Charles Foix, Paris, France.
Onconeurotek, AP-HP, Hôpital Pitié-Salpêtrière, F-75013, Paris, France.

Mehdi Touat (M)

Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France.
Department of Neurology-2, Pitié-Salpêtrière University Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France.

Ahmed Idbaih (A)

Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France.
Department of Neurology-2, Pitié-Salpêtrière University Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France.

Alex Duval (A)

Sorbonne Université, INSERM, Unité Mixte de Recherche Scientifique 938 and SIRIC CURAMUS, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe labellisée par la Ligue Nationale contre le Cancer, F-75012, Paris, France.
Sorbonne Université, Genetics Department, AP-HP.Sorbonne Université, hospital Pitié-Salpêtrière, F-75012, Paris, France.

Marc Sanson (M)

Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France.
Onconeurotek, AP-HP, Hôpital Pitié-Salpêtrière, F-75013, Paris, France.
Department of Neurology-2, Pitié-Salpêtrière University Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France.

Agustí Alentorn (A)

Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, Paris, France. agusti.alentorn@icm-institute.org.
Department of Neurology-2, Pitié-Salpêtrière University Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France. agusti.alentorn@icm-institute.org.

Classifications MeSH