Combined Transcriptome and Circulating Tumor DNA Longitudinal Biomarker Analysis Associates With Clinical Outcomes in Advanced Solid Tumors Treated With Pembrolizumab.


Journal

JCO precision oncology
ISSN: 2473-4284
Titre abrégé: JCO Precis Oncol
Pays: United States
ID NLM: 101705370

Informations de publication

Date de publication:
Aug 2024
Historique:
medline: 23 8 2024
pubmed: 23 8 2024
entrez: 23 8 2024
Statut: ppublish

Résumé

Immune gene expression signatures are emerging as potential biomarkers for immunotherapy (IO). VIGex is a 12-gene expression classifier developed in both nCounter (Nanostring) and RNA sequencing (RNA-seq) assays and analytically validated across laboratories. VIGex classifies tumor samples into hot, intermediate-cold (I-Cold), and cold subgroups. VIGex-Hot has been associated with better IO treatment outcomes. Here, we investigated the performance of VIGex and other IO biomarkers in an independent data set of patients treated with pembrolizumab in the INSPIRE phase II clinical trial (ClinicalTrials.gov identifier: NCT02644369). Patients with advanced solid tumors were treated with pembrolizumab 200 mg IV once every 3 weeks. Tumor RNA-seq data from baseline tumor samples were classified by the VIGex algorithm. Circulating tumor DNA (ctDNA) was measured at baseline and start of cycle 3 using the bespoke Signatera assay. VIGex-Hot was compared with VIGex I-Cold + Cold and four groups were defined on the basis of the combination of VIGex subgroups and the change in ctDNA at cycle 3 from baseline (ΔctDNA). Seventy-six patients were enrolled, including 16 ovarian, 12 breast, 12 head and neck cancers, 10 melanoma, and 26 other tumor types. Objective response rate was 24% in VIGex-Hot and 10% in I-Cold/Cold. VIGex-Hot subgroup was associated with higher overall survival (OS) and progression-free survival (PFS) when included in a multivariable model adjusted for tumor type, tumor mutation burden, and PD-L1 immunohistochemistry. The addition of ΔctDNA improved the predictive performance of the baseline VIGex classification for both OS and PFS. Our data indicate that the addition of ΔctDNA to baseline VIGex may refine prediction for IO.

Identifiants

pubmed: 39178369
doi: 10.1200/PO.24.00100
doi:

Substances chimiques

pembrolizumab DPT0O3T46P
Antibodies, Monoclonal, Humanized 0
Circulating Tumor DNA 0
Biomarkers, Tumor 0
Antineoplastic Agents, Immunological 0

Banques de données

ClinicalTrials.gov
['NCT02644369']

Types de publication

Journal Article Clinical Trial, Phase II

Langues

eng

Sous-ensembles de citation

IM

Pagination

e2400100

Auteurs

Alberto Hernando-Calvo (A)

Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.
Departamento de Medicina, Universidad Autonoma de Barcelona (UAB), Barcelona, Spain.

S Y Cindy Yang (SYC)

Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.

Maria Vila-Casadesús (M)

Vall d'Hebron Institute of Oncology, Barcelona, Spain.

Ming Han (M)

Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.

Zhihui Amy Liu (ZA)

Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.

A Hal K Berman (AHK)

Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.

Anna Spreafico (A)

Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.

Albiruni Abdul Razak (AA)

Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.

Stephanie Lheureux (S)

Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.

Aaron R Hansen (AR)

Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.

Deborah Lo Giacco (D)

Vall d'Hebron Institute of Oncology, Barcelona, Spain.

Farnoosh Abbas-Aghababazadeh (F)

Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.

Judith Matito (J)

Vall d'Hebron Institute of Oncology, Barcelona, Spain.

Benjamin Haibe-Kains (B)

Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.
Ontario Institute for Cancer Research, Toronto, ON, Canada.
Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.
Department of Computer Science, University of Toronto, Toronto, ON, Canada.
Vector Institute for Artificial Intelligence, Toronto, ON, Canada.

Trevor J Pugh (TJ)

Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.
Ontario Institute for Cancer Research, Toronto, ON, Canada.
Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.

Scott V Bratman (SV)

Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.
Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.
Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada.

Roger Berche (R)

Vall d'Hebron Institute of Oncology, Barcelona, Spain.

Omar Saavedra (O)

Vall d'Hebron Institute of Oncology, Barcelona, Spain.

Elena Garralda (E)

Vall d'Hebron Institute of Oncology, Barcelona, Spain.

Sawako Elston (S)

Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.

Lillian L Siu (LL)

Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.

Pamela S Ohashi (PS)

Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.
Department of Immunology, University of Toronto, Toronto, ON, Canada.

Ana Vivancos (A)

Vall d'Hebron Institute of Oncology, Barcelona, Spain.

Philippe L Bedard (PL)

Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.

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