Integrating metabolic profiling of pancreatic juice with transcriptomic analysis of pancreatic cancer tissue identifies distinct clinical subgroups.
metabolism
pancreatic cancer
profiling
transcriptomics
tumor infiltrating lymphocytes
Journal
Frontiers in oncology
ISSN: 2234-943X
Titre abrégé: Front Oncol
Pays: Switzerland
ID NLM: 101568867
Informations de publication
Date de publication:
2024
2024
Historique:
received:
23
03
2024
accepted:
31
05
2024
medline:
11
7
2024
pubmed:
11
7
2024
entrez:
11
7
2024
Statut:
epublish
Résumé
Metabolic reprogramming is a hallmark feature of pancreatic ductal adenocarcinoma (PDAC). A pancreatic juice (PJ) metabolic signature has been reported to be prognostic of oncological outcome for PDAC. Integration of PJ profiling with transcriptomic and spatial characterization of the tumor microenvironment would help in identifying PDACs with peculiar vulnerabilities. We performed a transcriptomic analysis of 26 PDAC samples grouped into 3 metabolic clusters (M_CL) according to their PJ metabolic profile. We analyzed molecular subtypes and transcriptional differences. Validation was performed by multidimensional imaging on tumor slides. Pancreatic juice metabolic profiling was associated with PDAC transcriptomic molecular subtypes (p=0.004). Tumors identified as M_CL1 exhibited a non-squamous molecular phenotype and demonstrated longer survival. Enrichment analysis revealed the upregulation of immune genes and pathways in M_CL1 samples compared to M_CL2, the group with worse prognosis, a difference confirmed by immunofluorescence on tissue slides. Enrichment analysis of 39 immune signatures by xCell confirmed decreased immune signatures in M_CL2 compared to M_CL1 and allowed a stratification of patients associated with longer survival. PJ metabolic fingerprints reflect PDAC molecular subtypes and the immune microenvironment, confirming PJ as a promising source of biomarkers for personalized therapy.
Identifiants
pubmed: 38988711
doi: 10.3389/fonc.2024.1405612
pmc: PMC11234733
doi:
Types de publication
Journal Article
Langues
eng
Pagination
1405612Informations de copyright
Copyright © 2024 Pulvirenti, Barbagallo, Putignano, Pea, Polidori, Upstill-Goddard, Cortese, Kunderfranco, Brunelli, De Simone, Pastorelli, Spaggiari, Nappo, Jamieson, Zerbi, Chang, Capretti and Marchesi.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.