Cell GenomicsBioinformaticsPeer-reviewed journal article
The landscape of cancer rewired GPCR signaling axes
Chakit AroraiD, Marin MaticiD, Luisa BiscegliaiD, Pierluigi Di ChiaroiD, Natalia De Oliveira RosaiD, Francesco CarliiD, Lauren M. ClubbiD, Lorenzo Amir Nemati FardiD, Giorgos KargasiD, Giuseppe Riccardo DiaferiaiD, Ranka VukoticiD, Luana LicataiD, Guanming WuiD, Gioacchino NatoliiD, Jorge Silvio GutkindiD, Francesco RaimondiiD
Abstract
We explored the dysregulation of GPCR ligand signaling systems in cancer transcriptomics datasets to uncover new therapeutics opportunities in oncology. We derived an interaction network of receptors with ligands and their biosynthetic enzymes, which revealed that multiple GPCRs are differentially regulated together with their upstream partners across cancer subtypes. We showed that biosynthetic pathway enrichment from enzyme expression recapitulated pathway activity signatures from metabolomics datasets, providing valuable surrogate information for GPCRs responding to organic ligands. We found that several GPCRs signaling components were significantly associated with patient survival in a cancer type-specific fashion. The expression of both receptor-ligand (or enzymes) partners improved patient stratification, suggesting a synergistic role for the activation of GPCR networks in modulating cancer phenotypes. Remarkably, we identified many such axes across several cancer molecular subtypes, including many pairs involving receptor- biosynthetic enzymes for neurotransmitters. We found that GPCRs from these actionable axes, including e.g., muscarinic, adenosine, 5-hydroxytryptamine and chemokine receptors, are the targets of multiple drugs displaying anti-growth effects in large-scale, cancer cell drug screens. We have made the results generated in this study freely available through a webapp (gpcrcanceraxes.bioinfolab.sns.it). SignificanceComprehensive analysis of GPCR extracellular network in cancer transcriptomics datasets reveals signaling axes associated to patient survival, whose targeting is associated with growth inhibition in cancer cell lines drug sensitivity assays.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- research focus: drug response / drug discovery
- approach: statistical model
- Citations
- 35
- FWCI
- 4.76
- Field percentile
- top 3%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- GPCRs show widespread differential mRNA expression and frequent mutation and copy number variation in solid tumors
Krishna Sriram, Kevin Moyung, … Paul A. Insel·PLoS BiologyPeer-reviewed·Nov 25, 2019
- Targeting Gi/o protein-coupled receptor signaling blocks HER2-induced breast cancer development and enhances HER2-targeted therapy
- Pan-cancer in silico analysis of somatic mutations in G-protein coupled receptors: The effect of evolutionary conservation and natural variance
Brandon J. Bongers, Marina Gorostiola González, … Gerard J. P. van Westen·Scientific ReportsPeer-reviewed·Dec 13, 2022
- GPCR Antagonism via Antibody-Mediated Rewiring of Receptor Trafficking and Degradation
Kaitlin Rhee, Lawrence Shue, … Xin X. Zhou·bioRxiv·Aug 8, 2025
- Nociceptive neurons interact directly with gastric cancer cells via a CGRP/Ramp1 axis to promote tumor progression
X. Zhi, F. Wu, … T. C. WANG·bioRxiv·Mar 4, 2024
- Cancer-Associated Mutations Enhance The Sensitivity Of The Trupath GαQ/11 System
D. Safitri, M. Harris, … G. Ladds·bioRxiv·Sep 1, 2022