An Immune Gene Expression Risk Score for Distant Metastases after Radiotherapy for Cervical Cancer.


Journal

Clinical cancer research : an official journal of the American Association for Cancer Research
ISSN: 1557-3265
Titre abrégé: Clin Cancer Res
Pays: United States
ID NLM: 9502500

Informations de publication

Date de publication:
15 Mar 2024
Historique:
received: 11 07 2023
revised: 12 09 2023
accepted: 03 01 2024
medline: 18 3 2024
pubmed: 5 1 2024
entrez: 5 1 2024
Statut: ppublish

Résumé

To develop an immune-based gene expression risk score to identify patients with cervical cancer at increased risk of distant metastases (DM). Tumor biopsies were obtained from 81 patients prior to chemoradiotherapy. Whole-transcriptome RNA sequencing was performed (Illumina NextSeq500). Beginning with 4,723 immune-related genes, a 55-gene risk score for DM was derived using Cox modeling and principal component analysis. It was validated in independent cohorts of 274 patients treated at the Norwegian Radium Hospital (NRH) and 206 patients from The Cancer Genome Atlas (TCGA). The risk score was predictive of DM (HR, 2.7; P < 0.0001) and lower cause-specific survival (CSS) by univariate analysis (HR, 2.0; P = 0.0003) and multivariate analysis adjusted for clinical factors (DM HR, 3.0; P < 0.0001; CSS HR, 2.2; P = 0.0004). The risk score predicted DM (HR, 1.4; P = 0.05) and CSS (HR, 1.48; P = 0.013) in the NRH cohort and CSS (HR, 1.4; P = 0.03) in TCGA cohort. Higher risk scores were associated with lower CIBERSORT estimates of tumor-infiltrating immune cells, including CD8 T cells and M1 and M2 macrophages (all P < 0.001). Higher risk scores were associated with lower expression (all P < 0.001) of important chemokines (CXCL12, CXCR4), IFN-regulated genes (IRF1, STAT1, IDO1), and immune checkpoint regulators (PD-1, PD-L1, CTLA-4). The immune metastatic risk score addresses important challenges in the treatment of cervical cancer-identifying patients at high risk of DM after radiotherapy. The findings of this study indicate that high tumor mutational burden and a "cold," immune-excluded tumor microenvironment influence distant metastatic recurrence. Further validation of the risk score is needed.

Identifiants

pubmed: 38180733
pii: 732524
doi: 10.1158/1078-0432.CCR-23-2085
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

1200-1207

Subventions

Organisme : Terry Fox Research Institute (TFRI)
ID : 20005

Informations de copyright

©2024 American Association for Cancer Research.

Auteurs

Jelena Lukovic (J)

Princess Margaret Cancer Centre, Toronto, Canada.
Department of Radiation Oncology, University of Toronto, Toronto, Canada.

Melania Pintilie (M)

Princess Margaret Cancer Centre, Toronto, Canada.

Kathy Han (K)

Princess Margaret Cancer Centre, Toronto, Canada.
Department of Radiation Oncology, University of Toronto, Toronto, Canada.
Institute of Medical Science, University of Toronto, Toronto, Canada.

Anthony W Fyles (AW)

Princess Margaret Cancer Centre, Toronto, Canada.
Department of Radiation Oncology, University of Toronto, Toronto, Canada.

Jeffrey P Bruce (JP)

Princess Margaret Cancer Centre, Toronto, Canada.

Rene Quevedo (R)

Princess Margaret Cancer Centre, Toronto, Canada.

Trevor J Pugh (TJ)

Princess Margaret Cancer Centre, Toronto, Canada.
Department of Medical Biophysics, University of Toronto, Toronto, Canada.

Christina S Fjeldbo (CS)

Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway.

Heidi Lyng (H)

Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway.
Department of Physics, University in Oslo, Oslo Norway.

Michael F Milosevic (MF)

Princess Margaret Cancer Centre, Toronto, Canada.
Department of Radiation Oncology, University of Toronto, Toronto, Canada.
Institute of Medical Science, University of Toronto, Toronto, Canada.

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