DNA damage repair (DDR) pathways modulate cancer risk, progression, and therapeutic response. We systematically analyzed somatic alterations to provide a comprehensive view of DDR deficiency across 33 cancer types. Mutations with accompanying loss of heterozygosity were observed in over 1/3 of DDR genes, including TP53 and BRCA1/2. Other prevalent alterations included epigenetic silencing of the direct repair genes EXO5, MGMT, and ALKBH3 in ∼20% of samples. Homologous recombination deficiency (HRD) was present at varying frequency in many cancer types, most notably ovarian cancer. However, in contrast to ovarian cancer, HRD was associated with worse outcomes in several other cancers. Protein structure-based analyses allowed us to predict functional consequences of rare, recurrent DDR mutations. A new machine-learning-based classifier developed from gene expression data allowed us to identify alterations that phenocopy deleterious TP53 mutations. These frequent DDR gene alterations in many human cancers have functional consequences that may determine cancer progression and guide therapy.
Genomic and Molecular Landscape of DNA Damage Repair Deficiency across The Cancer Genome Atlas / Theo A, Knijnenburg; Linghua, Wang; Michael T, Zimmermann; Nyasha, Chambwe; Galen F, Gao; Andrew D, Cherniack; Huihui, Fan; Hui, Shen; Gregory P, Way; Casey S, Greene; Yuexin, Liu; Rehan, Akbani; Bin, Feng; Lawrence A, Donehower; Chase, Miller; Yang, Shen; Mostafa, Karimi; Haoran, Chen; Pora, Kim; Peilin, Jia; Eve, Shinbrot; Shaojun, Zhang; Jianfang, Liu; Hai, Hu; Matthew H, Bailey; Christina, Yau; Denise, Wolf; Zhongming, Zhao; John N, Weinstein; Lei, Li; Li, Ding; Gordon B, Mills; Peter W, Laird; David A, Wheeler; Ilya, Shmulevich; Alvaro, Domenico; Bragazzi, MARIA CONSIGLIA; Cardinale, Vincenzo; Gaudio, Eugenio; Raymond J, Monnat; Yonghong, Xiao; Chen, Wang. - In: CELL REPORTS. - ISSN 2211-1247. - 23:1(2018), pp. 239-254.e6-254.e6. [10.1016/j.celrep.2018.03.076]
Genomic and Molecular Landscape of DNA Damage Repair Deficiency across The Cancer Genome Atlas
Domenico, Alvaro;Maria C. , Bragazzi;Vincenzo, Cardinale;Eugenio, Gaudio;
2018
Abstract
DNA damage repair (DDR) pathways modulate cancer risk, progression, and therapeutic response. We systematically analyzed somatic alterations to provide a comprehensive view of DDR deficiency across 33 cancer types. Mutations with accompanying loss of heterozygosity were observed in over 1/3 of DDR genes, including TP53 and BRCA1/2. Other prevalent alterations included epigenetic silencing of the direct repair genes EXO5, MGMT, and ALKBH3 in ∼20% of samples. Homologous recombination deficiency (HRD) was present at varying frequency in many cancer types, most notably ovarian cancer. However, in contrast to ovarian cancer, HRD was associated with worse outcomes in several other cancers. Protein structure-based analyses allowed us to predict functional consequences of rare, recurrent DDR mutations. A new machine-learning-based classifier developed from gene expression data allowed us to identify alterations that phenocopy deleterious TP53 mutations. These frequent DDR gene alterations in many human cancers have functional consequences that may determine cancer progression and guide therapy.File | Dimensione | Formato | |
---|---|---|---|
Knijnenburg_genomic-molecular_2018.pdf
accesso aperto
Tipologia:
Documento in Post-print (versione successiva alla peer review e accettata per la pubblicazione)
Licenza:
Tutti i diritti riservati (All rights reserved)
Dimensione
2.41 MB
Formato
Adobe PDF
|
2.41 MB | Adobe PDF |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.