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Noninvasive Detection of Microsatellite Instability and High Tumor Mutation Burden in Cancer Patients Treated with PD-1 Blockade
- Source :
- Clinical cancer research : an official journal of the American Association for Cancer Research. 25(23)
- Publication Year :
- 2019
-
Abstract
- Purpose: Microsatellite instability (MSI) and high tumor mutation burden (TMB-High) are promising pan-tumor biomarkers used to select patients for treatment with immune checkpoint blockade; however, real-time sequencing of unresectable or metastatic solid tumors is often challenging. We report a noninvasive approach for detection of MSI and TMB-High in the circulation of patients. Experimental Design: We developed an approach that utilized a hybrid-capture–based 98-kb pan-cancer gene panel, including targeted microsatellite regions. A multifactorial error correction method and a novel peak-finding algorithm were established to identify rare MSI frameshift alleles in cell-free DNA (cfDNA). Results: Through analysis of cfDNA derived from a combination of healthy donors and patients with metastatic cancer, the error correction and peak-finding approaches produced a specificity of >99% (n = 163) and sensitivities of 78% (n = 23) and 67% (n = 15), respectively, for MSI and TMB-High. For patients treated with PD-1 blockade, we demonstrated that MSI and TMB-High in pretreatment plasma predicted progression-free survival (hazard ratios: 0.21 and 0.23, P = 0.001 and 0.003, respectively). In addition, we analyzed cfDNA from longitudinally collected plasma samples obtained during therapy to identify patients who achieved durable response to PD-1 blockade. Conclusions: These analyses demonstrate the feasibility of noninvasive pan-cancer screening and monitoring of patients who exhibit MSI or TMB-High and have a high likelihood of responding to immune checkpoint blockade. See related commentary by Wang and Ajani, p. 6887
- Subjects :
- 0301 basic medicine
Oncology
Cancer Research
medicine.medical_specialty
Programmed Cell Death 1 Receptor
Frameshift mutation
Circulating Tumor DNA
03 medical and health sciences
0302 clinical medicine
Antineoplastic Agents, Immunological
Internal medicine
Neoplasms
Biomarkers, Tumor
Medicine
Humans
Survival rate
business.industry
Hazard ratio
Case-control study
Microsatellite instability
Cancer
High-Throughput Nucleotide Sequencing
medicine.disease
Prognosis
Immune checkpoint
Blockade
Survival Rate
030104 developmental biology
030220 oncology & carcinogenesis
Case-Control Studies
Mutation
Microsatellite Instability
business
Follow-Up Studies
Subjects
Details
- ISSN :
- 15573265
- Volume :
- 25
- Issue :
- 23
- Database :
- OpenAIRE
- Journal :
- Clinical cancer research : an official journal of the American Association for Cancer Research
- Accession number :
- edsair.doi.dedup.....1f01b7730e5f69ab3e4b3aa4d7544a9a