Clonal heterogeneity in human pancreatic ductal adenocarcinoma and its impact on tumor progression.

IF 25.5 1区 生物学 Q1 GENETICS & HEREDITY
Despoina Kalfakakou, Daniel C Cameron, Emily A Kawaler, Motoyuki Tsuda, Lidong Wang, Qi Su, Sungsik Kim, Elektra Manolakos, Xiaohong Jing, Cristina Hajdu, Dylan L Tamayo, Yoona Shim, Amanda Ackermann, Daniel Weissinger, Hayley Zimny, Rosmel Hernandez, Matthew Beier, Dacia Dimartino, Peter Meyn, Kalina Rice, Shanmugapriya Selvaraj, Cynthia Loomis, Adriana Heguy, Amanda W Lund, Hannah Carter, Rosalie C Sears, Theodore H Welling, Igor Dolgalev, Aristotelis Tsirigos, Diane M Simeone
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引用次数: 0

Abstract

Pancreatic ductal adenocarcinoma (PDAC) is an aggressive cancer characterized by profound desmoplasia and cellular heterogeneity, which cannot be fully resolved using traditional bulk sequencing approaches. To understand how this heterogeneity contributes to PDAC biology, we analyzed a large cohort of primary tumors (n = 62) profiled using single-cell RNA sequencing (443,451 single cells), including a subset of 11 tumors with matched spatial transcriptomics (53,236 spots), to map clonal, transcriptional and spatial diversity. Moreover, our sample set includes a unique cohort of matched samples from six tumors collected before and after treatment with chemotherapy. Our analysis revealed notable intratumoral heterogeneity, with multiple genetically distinct neoplastic clones coexisting within individual tumors. We observed clone-specific ligand-receptor programs that are modulated by genomic dosage: amplifications of ligands or receptors enriched corresponding interactions, while deletions suppressed them, with genetically encoded differences supported by spatial transcriptomics and multiplex immunofluorescence. Phylogenetic integration identified focal 8q24 (MYC) amplification as recurrently associated with classical-to-basal transitions occurring within tumor lineages at a frequency above chance; these transitions were accompanied by coordinated depletion of immune-response programs. Functional perturbation experiments in murine and primary human models showed that MYC knockdown reactivates classical transcriptional programs and restores immune-response pathways, supporting a role for MYC in maintaining a basal, immune-depleted state. Spatial analyses further revealed dispersed clones enriched for epithelial-to-mesenchymal transition activity and immune suppression, correlating with metastatic potential and colonization of lymph node niches. These dispersed clones shifted toward a basal phenotype, contributing to disease progression. Our findings highlight the critical role of clonal diversity, transcriptional plasticity and tumor microenvironment interactions in shaping human PDAC biology. This work provides a detailed view of the molecular and spatial heterogeneity of PDAC and offers potential avenues for therapeutic intervention targeting clonal evolution and the mechanisms driving metastasis.

人胰腺导管腺癌的克隆异质性及其对肿瘤进展的影响。
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来源期刊
Nature genetics
Nature genetics 生物-遗传学
CiteScore
43.00
自引率
2.60%
发文量
241
审稿时长
3 months
期刊介绍: Nature Genetics publishes the very highest quality research in genetics. It encompasses genetic and functional genomic studies on human and plant traits and on other model organisms. Current emphasis is on the genetic basis for common and complex diseases and on the functional mechanism, architecture and evolution of gene networks, studied by experimental perturbation. Integrative genetic topics comprise, but are not limited to: -Genes in the pathology of human disease -Molecular analysis of simple and complex genetic traits -Cancer genetics -Agricultural genomics -Developmental genetics -Regulatory variation in gene expression -Strategies and technologies for extracting function from genomic data -Pharmacological genomics -Genome evolution
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