2025 Theses Doctoral
Functional Dissection of Pancreatic Ductal Adenocarcinoma (PDAC) Progression Through In Vivo, Genome-wide CRISPR Screening and Multi-Omic Analysis of Eif4G2-Dependent Translational Programs
Pancreatic ductal adenocarcinoma (PDAC) is marked by early metastatic spread, intrinsic therapy resistance, and pronounced transcriptional plasticity, all of which contribute to its poor prognosis. I conducted an in vivo, genome-wide CRISPR-Cas9 screening to identify genetic regulators of PDAC progression, capturing both primary tumor growth and metastatic outgrowth. Using immunocompetent, syngeneic allograft models in both young and old hosts, I identified a broad set of tumor suppressors and promoters.
Among these, Eif4G2, a noncanonical translation initiation factor, emerged as a selective suppressor of aggressive tumor phenotypes. Loss of Eif4G2 led to poorly differentiated tumors with basal-like features, including squamous histology and increased expression of Krt14. To dissect the underlying mechanisms, I integrated RNA sequencing, ribosome profiling, and mass spectrometry-based proteomics in Eif4G2-deficient PDAC cell lines. These analyses revealed transcriptional upregulation of neuronal and basal programs alongside post-transcriptional alterations in a distinct subset of genes. Notably, Pten, Mib1, and Malat1 were translationally dysregulated in the absence of corresponding mRNA-level changes. Pten loss, alone, recapitulated tumor growth acceleration and poor-differentiation status, suggesting its contribution to the overall Eif4G2-deficient state which is dependent on transcriptional and translational modifications.
Together, these findings define Eif4G2 as a tumor suppressor that restrains lineage infidelity and phenotypic plasticity in PDAC. More broadly, this work establishes in vivo CRISPR screening as a powerful approach for identifying regulators of tumor cell fate and highlights the role of translational control as a functional axis of PDAC progression.
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More About This Work
- Academic Units
- Chemistry
- Thesis Advisors
- Chio, Iok In Christine
- Degree
- Ph.D., Columbia University
- Published Here
- November 12, 2025