B-S.B.56: Integrative Transcriptomic Modeling of PDE3A Associated Signaling in PPGL
Background
Pheochromocytomas and paragangliomas (PPGL) are rare neuroendocrine tumors characterized by molecular heterogeneity and limited therapeutic options. To identify actionable upstream regulators beyond gene-centric associations, we implemented an integrative strategy focused on an emerging drug target, phosphodiesterase 3A (PDE3A), combining transcriptomic modeling with functional validation in patient-derived samples.
Materials and Methods
RNA sequencing data from TCGA PCPG (n=179) were stratified by median PDE3A expression to PDE3A-high and PDE3A-low expression groups. Protein expression was validated by immunohistochemistry in an independent FFPE cohort (n=151). To investigate differentially activated pathways in PDE3A high and low expression groups, a workflow of PROGENy, DecoupleR and CARNIVAL was implemented. Computational predictions were evaluated by ex vivo drug screening of 83 compounds in an independent patient-derived ex vivo samples (n = 21).
Results
In TCGA-PCPG sample groups, CARNIVAL identified a MAPK1-RPS6KA3 and GSK3B-CCND3-CDK6 regulatory axis specific to the PDE3A high subgroup and PROGENy inferred activated hypoxia and PI3K signaling. Ex vivo screening revealed sensitivity to PDE3A modulators 5/21 (anagrelide) and 7/21 (BAY 2666605) samples. Drug sensitivity k-means clustering stratified compounds into three clusters: apoptosis causing drugs (e.g. navitoclax, cisplatin, niclosamide); a subgroup-selective cluster targeting more specific pathways such as mTOR and MEK (e.g. binimetinib, trametinib, vistusertib, AZD8055); and a low-efficacy cluster (e.g. alectinib, phenformin, olaparib) comprising agents with heterogeneous molecular targets.
Conclusions
PDE3A represents a therapeutic vulnerability in a molecularly defined subset of PPGL and integrative transcriptomic network modeling enables identification of clinically relevant drug dependencies in heterogeneous cancer types.
Co-authors: Helena Leijon, Juha Rantala, Arthur Tischler, Ron Lechan, James Powers, Tiina Vesterinen, Johanna Arola, Tom Böhling, Omar Youssef, Sami Kilpinen, Harri Sihto
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