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Analysis of tumor mutational burden: correlation of five large gene panels with whole exome sequencing.
- Source :
-
Scientific reports [Sci Rep] 2020 Jul 09; Vol. 10 (1), pp. 11387. Date of Electronic Publication: 2020 Jul 09. - Publication Year :
- 2020
-
Abstract
- Outcome of immune checkpoint inhibition in cancer can be predicted by measuring PDL1 expression of tumor cells. Search for additional biomarkers led to tumor mutational burden (TMB) as surrogate marker for neoantigens presented. While TMB was previously determined via whole exome sequencing (WES), there have been approaches with comprehensive gene panels as well. We sequenced samples derived from formalin-fixed tumors, a POLE mutated cell line and standard DNA by WES and five different panels. If available, normal tissue was also exome sequenced. Sequencing data was analyzed by commercial software solutions and an in-house pipeline. A robust Pearson correlation (R = 0.9801 ± 0.0167; mean ± sd; N = 7) was determined for the different panels in a tumor paired normal setting for WES. Expanded analysis on tumor only exome sequenced samples yielded similar correlation (R = 0.9439 ± 0.0632; mean ± sd; N = 14). Remaining germline variants increased TMB in WES by 5.761 ± 1.953 (mean ± sd.; N = 7) variants per megabase (v/mb) for samples including synonymous variants and 3.883 ± 1.38 v/mb for samples without synonymous variants compared to tumor-normal paired calling results. Due to limited sample numbers in this study, additional replication is suggested for a clinical setting. Remaining germline variants in a tumor-only setting and artifacts caused by different library chemistries construction might affect the results.
- Subjects :
- Algorithms
Antigens, Neoplasm immunology
Antineoplastic Agents, Immunological pharmacology
Antineoplastic Agents, Immunological therapeutic use
Biomarkers, Tumor analysis
Cell Line, Tumor
Computational Biology
Drug Resistance, Neoplasm genetics
Germ-Line Mutation
High-Throughput Nucleotide Sequencing
Humans
Neoplasms drug therapy
Neoplasms genetics
Neoplasms immunology
Exome Sequencing
Antigens, Neoplasm genetics
Biomarkers, Tumor genetics
DNA Mutational Analysis methods
Neoplasms diagnosis
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 10
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 32647293
- Full Text :
- https://doi.org/10.1038/s41598-020-68394-4