TY - JOUR
T1 - Correlation between variant allele frequency and mean tumor molecules with tumor burden in patients with solid tumors
AU - Kalashnikova, Ekaterina
AU - Aushev, Vasily N.
AU - Malashevich, Allyson Koyen
AU - Tin, Antony
AU - Krinshpun, Shifra
AU - Salari, Raheleh
AU - Scalise, Carly Bess
AU - Ram, Rosalyn
AU - Malhotra, Meenakshi
AU - Ravi, Harini
AU - Sethi, Himanshu
AU - Sanchez, Stephanie
AU - Hagelstrom, Robert Tanner
AU - Brevnov, Maxim
AU - Rabinowitz, Matthew
AU - Moshkevich, Solomon
AU - Zimmermann, Bernhard G.
AU - Liu, Minetta C.
AU - Aleshin, Alexey
N1 - Publisher Copyright:
© 2023 Natera, Inc. Molecular Oncology published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies.
PY - 2023
Y1 - 2023
N2 - Several studies have demonstrated the prognostic value of circulating tumor DNA (ctDNA); however, the correlation of mean tumor molecules (MTM)/ml of plasma and mean variant allele frequency (mVAF; %) with clinical parameters is yet to be understood. In this study, we analyzed ctDNA data in a pan-cancer cohort of 23 543 patients who had ctDNA testing performed using a personalized, tumor-informed assay (Signatera™, mPCR-NGS assay). For ctDNA-positive patients, the correlation between MTM/ml and mVAF was examined. Two subanalyses were performed: (a) to establish the association of ctDNA with tumor volume and (b) to assess the correlation between ctDNA dynamics and patient outcomes. On a global cohort, a positive correlation between MTM/ml and mVAF was observed. Among 18 426 patients with longitudinal ctDNA measurements, 13.3% had discordant trajectories between MTM/ml and mVAF at subsequent time points. In metastatic patients receiving immunotherapy (N = 51), changes in ctDNA levels expressed both in MTM/ml and mVAF showed a statistically significant association with progression-free survival; however, the correlation with MTM/ml was numerically stronger.
AB - Several studies have demonstrated the prognostic value of circulating tumor DNA (ctDNA); however, the correlation of mean tumor molecules (MTM)/ml of plasma and mean variant allele frequency (mVAF; %) with clinical parameters is yet to be understood. In this study, we analyzed ctDNA data in a pan-cancer cohort of 23 543 patients who had ctDNA testing performed using a personalized, tumor-informed assay (Signatera™, mPCR-NGS assay). For ctDNA-positive patients, the correlation between MTM/ml and mVAF was examined. Two subanalyses were performed: (a) to establish the association of ctDNA with tumor volume and (b) to assess the correlation between ctDNA dynamics and patient outcomes. On a global cohort, a positive correlation between MTM/ml and mVAF was observed. Among 18 426 patients with longitudinal ctDNA measurements, 13.3% had discordant trajectories between MTM/ml and mVAF at subsequent time points. In metastatic patients receiving immunotherapy (N = 51), changes in ctDNA levels expressed both in MTM/ml and mVAF showed a statistically significant association with progression-free survival; however, the correlation with MTM/ml was numerically stronger.
KW - biomarkers
KW - circulating tumor DNA
KW - mean tumor molecules
KW - variant allele frequency
UR - http://www.scopus.com/inward/record.url?scp=85180177996&partnerID=8YFLogxK
U2 - 10.1002/1878-0261.13557
DO - 10.1002/1878-0261.13557
M3 - Article
C2 - 38037739
AN - SCOPUS:85180177996
SN - 1574-7891
JO - Molecular Oncology
JF - Molecular Oncology
ER -