Proteogenomic characterization of non-functional pancreatic neuroendocrine tumors unravels clinically relevant subgroups

  • Shunrong Ji
  • , Lihua Cao
  • , Jing Gao
  • , Yang Du
  • , Zeng Ye
  • , Xin Lou
  • , Fen Liu
  • , Yehan Zhang
  • , Junfeng Xu
  • , Xiaohan Shi
  • , Huan Wang
  • , Penghao Li
  • , Yikai Li
  • , Hongxu Chen
  • , Zhicheng Yang
  • , Suizhi Gao
  • , Wuhu Zhang
  • , Dan Huang
  • , Shujuan Ni
  • , Miaoyan Wei
  • Fei Wang, Yan Wang, Tian Ding, Desheng Jing, Guixiong Fan, Zhiyun Gong, Renquan Lu, Yi Qin, Jie Chen, Xiaowu Xu, Pei Wang, Bing Zhang, Li Ding, Ana I. Robles, Henry Rodriguez, David K. Chang, Ralph H. Hruban, Dong Gao, Daming Gao, Gang Jin, Hu Zhou, Jianmin Wu, Xianjun Yu

Research output: Contribution to journalArticlepeer-review

7 Scopus citations

Abstract

The majority of neuroendocrine neoplasms in pancreas are non-functional pancreatic neuroendocrine tumors (NF-PanNETs), which exhibit a high occurrence of distant metastases with limited therapeutic options. Here, we perform a comprehensive molecular characterization of 108 NF-PanNETs through integrative analysis of genomic, transcriptomic, proteomic, and phosphoproteomic profiles. Proteogenomic analysis provides functional insights into the genomic driver alterations of NF-PanNETs, revealing a potential mediator of MEN1 alterations using Men1-conditional knockout mice. Machine-learning-based modeling uncovers a three-protein signature as an independent prognostic factor, which is validated by an independent external cohort. Proteomic and phosphoproteomic-based stratification identifies four subtypes with distinct molecular characteristics, immune microenvironments, and clinicopathological features. Drug screening using patient-derived tumor organoids identifies cyclin-dependent kinase (CDK) 5 and Calcium Voltage-Gated Channel Subunit Alpha1 D (CACNA1D) as ubiquitous and subtype-specific targets, respectively, with in vivo validation using xenograft models. Together, our proteogenomic analyses illustrate a comprehensive molecular landscape of NF-PanNETs, revealing biological insights and therapeutic vulnerabilities.

Original languageEnglish
Pages (from-to)776-796.e14
JournalCancer Cell
Volume43
Issue number4
DOIs
StatePublished - Apr 14 2025

Keywords

  • MEN1 mutations
  • pancreatic neuroendocrine tumors
  • prognostic signature
  • proteogenomics
  • proteomic subtypes

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