TY - JOUR
T1 - Dynamic changes in circulating tumor DNA assessed by shallow whole-genome sequencing associate with clinical efficacy of checkpoint inhibitors in NSCLC
AU - Carbonell, Caterina
AU - Frigola, Joan
AU - Pardo, Nuria
AU - Callejo, Ana
AU - Iranzo, Patricia
AU - Valdivia, Augusto
AU - Priano, Ilaria
AU - Cedrés, Susana
AU - Martinez-Marti, Alex
AU - Navarro, Alejandro
AU - Lenza, Laura
AU - Soleda, Mireia
AU - Gonzalo-Ruiz, Javier
AU - Vivancos, Ana
AU - Sansó, Miriam
AU - Carcereny, Enric
AU - Morán, Teresa
AU - Amat, Ramon
AU - Felip, Enriqueta
N1 - Publisher Copyright:
© 2023 The Authors. Molecular Oncology published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies.
PY - 2023/5
Y1 - 2023/5
N2 - Immune checkpoint inhibitors (ICIs) targeting the PD-1/PD-L1 axis are the main therapeutic option for patients with advanced non-small cell lung cancer (NSCLC) without a druggable oncogenic alteration. Nevertheless, only a portion of patients benefit from this type of treatment. Here, we assessed the value of shallow whole-genome sequencing (sWGS) on plasma samples to monitor ICI benefit. We applied sWGS on cell-free DNA (cfDNA) extracted from plasma samples of 45 patients with metastatic NSCLC treated with ICIs. Over 150 samples were obtained before ICI treatment initiation and at several time points throughout treatment. From sWGS data, we computed the tumor fraction (TFx) and somatic copy number alteration (SCNA) burden and associated them with ICI benefit and clinical features. TFx at baseline correlated with metastatic lesions at the bone and the liver, and high TFx (≥ 10%) associated with ICI benefit. Moreover, its assessment in on-treatment samples was able to better predict clinical efficacy, regardless of the TFx levels at baseline. Finally, for a subset of patients for whom SCNA burden could be computed, increased burden correlated with diminished benefit following ICI treatment. Thus, our data indicate that the analysis of cfDNA by sWGS enables the monitoring of two potential biomarkers—TFx and SCNA burden—of ICI benefit in a cost-effective manner, facilitating multiple serial-sample analyses. Larger cohorts will be needed to establish its clinical potential.
AB - Immune checkpoint inhibitors (ICIs) targeting the PD-1/PD-L1 axis are the main therapeutic option for patients with advanced non-small cell lung cancer (NSCLC) without a druggable oncogenic alteration. Nevertheless, only a portion of patients benefit from this type of treatment. Here, we assessed the value of shallow whole-genome sequencing (sWGS) on plasma samples to monitor ICI benefit. We applied sWGS on cell-free DNA (cfDNA) extracted from plasma samples of 45 patients with metastatic NSCLC treated with ICIs. Over 150 samples were obtained before ICI treatment initiation and at several time points throughout treatment. From sWGS data, we computed the tumor fraction (TFx) and somatic copy number alteration (SCNA) burden and associated them with ICI benefit and clinical features. TFx at baseline correlated with metastatic lesions at the bone and the liver, and high TFx (≥ 10%) associated with ICI benefit. Moreover, its assessment in on-treatment samples was able to better predict clinical efficacy, regardless of the TFx levels at baseline. Finally, for a subset of patients for whom SCNA burden could be computed, increased burden correlated with diminished benefit following ICI treatment. Thus, our data indicate that the analysis of cfDNA by sWGS enables the monitoring of two potential biomarkers—TFx and SCNA burden—of ICI benefit in a cost-effective manner, facilitating multiple serial-sample analyses. Larger cohorts will be needed to establish its clinical potential.
KW - Aneuploidy
KW - CfDNA
KW - Immune checkpoint inhibitors
KW - Liquid biopsy
KW - NSCLC
KW - Shallow whole-genome sequencing
KW - Aneuploidy
KW - CfDNA
KW - Immune checkpoint inhibitors
KW - Liquid biopsy
KW - NSCLC
KW - Shallow whole-genome sequencing
KW - Aneuploidy
KW - CfDNA
KW - Immune checkpoint inhibitors
KW - Liquid biopsy
KW - NSCLC
KW - Shallow whole-genome sequencing
UR - http://www.scopus.com/inward/record.url?scp=85150932787&partnerID=8YFLogxK
U2 - 10.1002/1878-0261.13409
DO - 10.1002/1878-0261.13409
M3 - Article
C2 - 36852704
AN - SCOPUS:85150932787
SN - 1574-7891
VL - 17
SP - 779
EP - 791
JO - Molecular Oncology
JF - Molecular Oncology
IS - 5
ER -