Objective: Processes that cause or contribute to cancer, such as aging, exposure to carcinogens, or DNA damage repair deficiency (DDRd), create predictable and traceable nucleotide alterations in one’s genetic code (termed “mutational signatures”). Large studies have previously identified various such mutational signatures across cancers that can be attributed to the specific causative processes. To gain further insight into the processes in glioma development, the authors analyzed mutational signatures in adult diffuse gliomas (DGs).
Methods: Twenty-five DGs and paired blood samples were whole exome sequenced. Somatic mutational signatures were identified using 2 different methods. Associations of the signatures with age at diagnosis, molecular subset, and mutational load were investigated. As DDRd-related signatures were frequently observed, germline and somatic DDR gene mutations as well as microsatellite instability (MSI) status were determined for all samples. For validation of signature prevalence, publicly available data from The Cancer Genome Atlas (TCGA) were used.
Results: Each tumor had a unique combination of signatures. The most common signatures were signature 1 (88%, aging related), signature 3 (52%, homologous recombination related), and signature 15 (56%, mismatch repair related). Eighty-four percent of the tumors contained at least 1 DDRd signature. The findings were validated using public TCGA data. The weight of signature 1 positively correlated with age (r = 0.43) while cumulative weight of DDRd signatures negatively correlated with age (r = −0.16). Each subject had at least 1 germline/somatic alteration in a DDR gene, the most common being the risk single nucleotide polymorphism rs1800734 in MLH1. The rs1800734-AA genotype had a higher cumulative DDRd weight as well as higher mutational load; TP53 was the most common somatically altered DDR gene. MSI was observed in 24% of the tumors. No significant associations of MSI status with mutational load, rs1800734, or the cumulative weight of DDRd signatures were identified.
Conclusions: Current findings suggest that DDRd may act as a fundamental mechanism in gliomagenesis rather than being a random, secondary event.
Abbreviations: DDR = DNA damage repair; DDRd = DDR deficiency; DG = diffuse glioma; GBM = glioblastoma; INDEL = insertion-deletion; LGG = low-grade glioma; MMR = mismatch repair; MSI = microsatellite instability; MSI-H = tumor highly likely to harbor MSI; SNP = single nucleotide polymorphism; SNV = single nucleotide variant; TCGA = The Cancer Genome Atlas; Ti/Tv = transition/transversion; WES = whole exome sequencing.
Keywords: DDR = DNA damage repair; DDRd = DDR deficiency; DG = diffuse glioma; DNA repair; GBM = glioblastoma; INDEL = insertion-deletion; LGG = low-grade glioma; MMR = mismatch repair; MSI = microsatellite instability; MSI-H = tumor highly likely to harbor MSI; SNP = single nucleotide polymorphism; SNV = single nucleotide variant; TCGA = The Cancer Genome Atlas; Ti/Tv = transition/transversion; WES = whole exome sequencing; exome sequencing; glioma; mutational signatures; oncology.