Definition of a Multi-Omics Signature for Esophageal Adenocarcinoma Prognosis Prediction.

RNA sequencing cancer esophageal adenocarcinoma immune infiltrate immunotherapy response to therapy single-cell RNA single-cell sequencing transcriptional signature treatment

Journal

Cancers
ISSN: 2072-6694
Titre abrégé: Cancers (Basel)
Pays: Switzerland
ID NLM: 101526829

Informations de publication

Date de publication:
01 Aug 2024
Historique:
received: 29 06 2024
revised: 29 07 2024
accepted: 31 07 2024
medline: 10 8 2024
pubmed: 10 8 2024
entrez: 10 8 2024
Statut: epublish

Résumé

Esophageal cancer is a highly lethal malignancy, representing 5% of all cancer-related deaths. The two main subtypes are esophageal squamous cell carcinoma (ESCC) and esophageal adenocarcinoma (EAC). While most research has focused on ESCC, few studies have analyzed EAC for transcriptional signatures linked to diagnosis or prognosis. In this study, we utilized single-cell RNA sequencing and bulk RNA sequencing to identify specific immune cell types that contribute to anti-tumor responses, as well as differentially expressed genes (DEGs). We have characterized transcriptional signatures, validated against a wide cohort of TCGA patients, that are capable of predicting clinical outcomes and the prognosis of EAC post-surgery with efficacy comparable to the currently accepted prognostic factors. In conclusion, our findings provide insights into the immune landscape and therapeutic targets of EAC, proposing novel immunological biomarkers for predicting prognosis, aiding in patient stratification for post-surgical outcomes, follow-up, and personalized adjuvant therapy decisions.

Identifiants

pubmed: 39123475
pii: cancers16152748
doi: 10.3390/cancers16152748
pii:
doi:

Types de publication

Journal Article

Langues

eng

Auteurs

Luca Lambroia (L)

Humanitas Research Hospital-IRCCS, 20072 Rozzano, Italy.

Simone Puccio (S)

Institute of Genetic and Biomedical Research, National Research Council, UoS of Milan, 20072 Milan, Italy.
Laboratory of Translational Immunology and Humanitas Flow Cytometry Core, Humanitas Research Hospital, 20072 Milan, Italy.

Andrea Pansa (A)

Upper Gastrointestinal Surgery Unit, IRCCS Humanitas Research Hospital, 20089 Milan, Italy.

Giorgia Alvisi (G)

Laboratory of Translational Immunology and Humanitas Flow Cytometry Core, Humanitas Research Hospital, 20072 Milan, Italy.

Gianluca Basso (G)

Genomic Unit, Humanitas Research Hospital, 20072 Milan, Italy.

Javier Cibella (J)

Human Technopole, 20157 Milan, Italy.

Federico Simone Colombo (FS)

Laboratory of Translational Immunology and Humanitas Flow Cytometry Core, Humanitas Research Hospital, 20072 Milan, Italy.

Salvatore Marano (S)

Upper Gastrointestinal Surgery Unit, IRCCS Humanitas Research Hospital, 20089 Milan, Italy.

Silvia Basato (S)

Upper Gastrointestinal Surgery Unit, IRCCS Humanitas Research Hospital, 20089 Milan, Italy.

Rita Alfieri (R)

Upper Gastrointestinal Surgery Unit, IRCCS Humanitas Research Hospital, 20089 Milan, Italy.

Simone Giudici (S)

Upper Gastrointestinal Surgery Unit, IRCCS Humanitas Research Hospital, 20089 Milan, Italy.

Carlo Castoro (C)

Upper Gastrointestinal Surgery Unit, IRCCS Humanitas Research Hospital, 20089 Milan, Italy.
Department of Biomedical Sciences, Humanitas University, 20072 Milan, Italy.

Clelia Peano (C)

Human Technopole, 20157 Milan, Italy.
Institute of Genetic and Biomedical Research, National Research Council, UoS of Milan, 20072 Milan, Italy.

Classifications MeSH