Sequential tumor molecular profiling identifies likely germline variants

Genet Med. 2024 Mar;26(3):101037. doi: 10.1016/j.gim.2023.101037. Epub 2023 Dec 3.

Abstract

Purpose: To identify likely germline DNA variants from sequential tumor profiling data from hematopoietic malignancies (HMs).

Methods: The coefficient of variance was calculated from variant allele frequency of next-generation sequencing assays. Variants' likelihood of being germline was ranked on a 1 to 5 scale. Outcomes were examined in patients with such variants.

Results: In a pilot set of 33 genes, 89% of grade 1, 77% of grade 2, 62% of grade 3, 52% of grade 4, and 21% of grade 5 variants were confirmed to be germline. Among those, 22% were pathogenic or likely pathogenic in genes recognized as conferring hereditary HM risk, including BRCA1/2, CHEK2, CSF3R, and DDX41. To determine if this approach identified genes with known autosomal dominant inheritance, we analyzed sequential data from 1336 genes in 1135 HM patients. Among unique variants, 16% occurred in hereditary HM genes, and 15% were deleterious. Patients with grade 1/2 alleles had decreased survival 2 years after initial molecular testing (78% versus 88%, P = .0037) and increased all-cause mortality compared with those without (hazard ratio 2.02, 95% CI 1.18-3.46, P = .019).

Conclusion: Variant germline status may be predicted using sequential tumor profiling and patients with likely germline variants experience inferior outcomes compared with those without.

Keywords: Clinical next-generation sequencing; Germline cancer genomics; Hereditary hematopoietic malignancy; Sequential tumor profiling; Tumor molecular profiling.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • BRCA1 Protein* / genetics
  • BRCA2 Protein / genetics
  • Genetic Predisposition to Disease
  • Germ Cells
  • Germ-Line Mutation / genetics
  • Humans
  • Neoplasms*

Substances

  • BRCA1 protein, human
  • BRCA1 Protein
  • BRCA2 protein, human
  • BRCA2 Protein