Integrated Cancer Research Center, School of Biological Sciences, Georgia Institute of Technology, 315 Ferst Drive, Atlanta, GA 30332, USA.
Int J Mol Sci. 2023 Jun 28;24(13):10823. doi: 10.3390/ijms241310823.
Genetic variation is a well-known contributor to the onset and progression of cancer. The goal of this study is to provide a comprehensive examination of the nucleotide and chromosomal variation associated with the onset and progression of serous ovarian cancer. Using a variety of computational and statistical methods, we examine the exome sequence profiles of genetic variants present in the primary tumors of 432 ovarian cancer patient samples to compute: (1) the tumor mutational burden for all genes and (2) the chromosomal copy number alterations associated with the onset/progression of ovarian cancer. Tumor mutational burden is reduced in the late vs. early stages, with the highest levels being associated with loss-of-function mutations in DNA-repair genes. Nucleotide variation and copy number alterations associated with known cancer driver genes are selectively favored over ovarian cancer development. The results indicate that genetic variation is a significant contributor to the onset and progression of ovarian cancer. The measurement of the relative levels of genetic variation associated with individual ovarian cancer patient tumors may be a clinically valuable predictor of potential tumor aggressiveness and resistance to chemotherapy. Tumors found to be associated with high levels of genetic variation may help in the clinical identification of high-risk ovarian cancer patients who could benefit from more frequent monitoring.
遗传变异是癌症发生和进展的已知诱因。本研究旨在全面研究与浆液性卵巢癌发生和进展相关的核苷酸和染色体变异。我们使用各种计算和统计方法,分析了 432 名卵巢癌患者肿瘤样本中存在的外显子序列谱中的遗传变异,以计算:(1)所有基因的肿瘤突变负担;(2)与卵巢癌发生/进展相关的染色体拷贝数改变。与早期阶段相比,晚期阶段的肿瘤突变负担降低,与 DNA 修复基因的功能丧失性突变相关的水平最高。与已知癌症驱动基因相关的核苷酸变异和拷贝数改变在卵巢癌的发生中被选择性地偏爱。结果表明,遗传变异是卵巢癌发生和进展的重要诱因。与个别卵巢癌患者肿瘤相关的遗传变异的相对水平的测量可能是预测肿瘤侵袭性和化疗耐药性的有价值的临床指标。与高水平遗传变异相关的肿瘤可能有助于临床识别高风险卵巢癌患者,这些患者可能受益于更频繁的监测。