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University of Texas Health Science Center at Houston

Single cell and spatial analysis characterize metabolic DPEP1+ fibroblasts in PDAC

Abstract

dc:description.abstract

<p>Pancreatic ductal adenocarcinoma (PDAC) is highly malignant and exhibits aggressive progression patterns, resists conventional treatments, and poses significant challenges to patient survival, necessitating urgent research and development of novel therapeutic approaches. Understanding cancer-associated fibroblasts (CAF) metabolism reprogramming in PDAC tumor microenvironment (TME) may uncover novel therapeutic targets. Here, we used single cell and spatial transcriptomics to comprehensively characterize the TME content of human PDAC. We characterized CAFs metabotypes and a novel CAF population expressing DPEP1, COMP, CST1, which involved in glutathione metabolism, termed "gluCAFs” and was associated with poor clinical outcomes and advanced PDAC stages. We also validate the existence of DPEP1<sup>+</sup>CAF by multiplex immunofluorescence (IF) staining. The inhibition of KRAS<sup>G12D</sup> and a combination therapy involving a Hedgehog inhibitor, Gemcitabine/Abraxane, and anti-CTLA4 can reprogram DPEP1<sup>+</sup>CAFs in the PDAC TME. Our study presents a high-resolution atlas of PDAC TME and highlights DPEP1<sup>+</sup>CAFs as a novel CAF subtype critical for PDAC progression and susceptibility to KRAS inhibitors and immunotherapy.</p>

Degree

thesis:*
Name thesis:degree_name
Masters of Science (MS)
Level thesis:degree_level
Thesis (MS)
Year dc:date.available
2024

Author and committee

dc:creator, dc:contributor.*
Authors dc:creator
  • Zhu, Yuanyuan
  • <p>https://orcid.org/0000-0003-2141-5267</p>
Contributors dc:contributor
  • Raghu Kalluri
  • Linghua Wang
  • Navin,Nicholas

Subjects

dc:subject × 2

Identifiers

dc:identifier.*
OAI identifier oai:identifier
oai:digitalcommons.library.tmc.edu:utgsbs_dissertations-2445

Chain of custody

source
Harvested from
University of Texas Health Science Center at Houston
Base URL
digitalcommons.library.tmc.edu/do/oai/
Last updated
2026-07-24
Source record
OAI-PMH GetRecord
citation

Zhu, Yuanyuan; <p>https://orcid.org/0000-0003-2141-5267</p>. Single cell and spatial analysis characterize metabolic DPEP1+ fibroblasts in PDAC. Thesis (MS) thesis, 2024. https://digitalcommons.library.tmc.edu/utgsbs_dissertations/1388