Abstract PR015: Clonal Heterogeneity in Human Pancreatic Ductal Adenocarcinoma and Its Impact on Tumor Progression

IF 22.6 1区 医学 Q1 ONCOLOGY
Despoina Kalfakakou, Sungsik Kim, Lidong Wang, Qi Su, Daniel C. Cameron, Emily A. Kawaler, Motoyuki Tsuda, 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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To understand how this heterogeneity contributes to PDAC biology, we analyzed a large cohort of primary tumors (n=62) profiled by scRNA-seq (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. To understand the contribution of this heterogeneity to PDAC biology, we analyzed a large primary PDAC cohort with matched single-cell and spatial transcriptomics methods (n=62), profiling 443,451 single cells and 53,236 spatial spots to map clonal, transcriptional, and spatial diversity. Our analysis revealed significant intratumoral heterogeneity, with multiple genetically distinct neoplastic clones co-existing within individual tumors. We also detected whole genome duplication (WGD) patterns in each sample by comparing the distribution of total UMI counts in malignant clones to those of non-malignant epithelial cells. Across all tumors, WGD was identified in 32.6% of samples, consistent with reported frequencies. 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; these genetically encoded differences were 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 (GATA6, CDH1, FOXA2, MUC1, EPCAM) and restores immune-response pathways (MHC class I/II and B2M), supporting a role for MYC in maintaining a basal, immune-depleted state. Spatial analyses further revealed dispersed clones enriched for epithelial-to-mesenchymal transition (EMT) activity and immune suppression, correlating with metastatic potential and colonization of lymph node niches. These dispersed clones tended to shift toward a basal phenotype, contributing to disease progression. Our findings highlight the critical role of clonal diversity, transcriptional plasticity, and TME interactions in shaping human PDAC biology. This work provides new insights into 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. Citation Format: Despoina Kalfakakou, Sungsik Kim, Lidong Wang, Qi Su, Daniel C. Cameron, Emily A. Kawaler, Motoyuki Tsuda, 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. Clonal Heterogeneity in Human Pancreatic Ductal Adenocarcinoma and Its Impact on Tumor Progression [abstract]. In: Proceedings of the AACR Conference on Pancreatic Cancer: New Frontiers in Biology and Therapeutic Development; 2026 Sep 25-28; San Diego, CA. 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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 by scRNA-seq (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. To understand the contribution of this heterogeneity to PDAC biology, we analyzed a large primary PDAC cohort with matched single-cell and spatial transcriptomics methods (n=62), profiling 443,451 single cells and 53,236 spatial spots to map clonal, transcriptional, and spatial diversity. Our analysis revealed significant intratumoral heterogeneity, with multiple genetically distinct neoplastic clones co-existing within individual tumors. We also detected whole genome duplication (WGD) patterns in each sample by comparing the distribution of total UMI counts in malignant clones to those of non-malignant epithelial cells. Across all tumors, WGD was identified in 32.6% of samples, consistent with reported frequencies. 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; these genetically encoded differences were 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 (GATA6, CDH1, FOXA2, MUC1, EPCAM) and restores immune-response pathways (MHC class I/II and B2M), supporting a role for MYC in maintaining a basal, immune-depleted state. Spatial analyses further revealed dispersed clones enriched for epithelial-to-mesenchymal transition (EMT) activity and immune suppression, correlating with metastatic potential and colonization of lymph node niches. These dispersed clones tended to shift toward a basal phenotype, contributing to disease progression. Our findings highlight the critical role of clonal diversity, transcriptional plasticity, and TME interactions in shaping human PDAC biology. This work provides new insights into 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. Citation Format: Despoina Kalfakakou, Sungsik Kim, Lidong Wang, Qi Su, Daniel C. Cameron, Emily A. Kawaler, Motoyuki Tsuda, 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. Clonal Heterogeneity in Human Pancreatic Ductal Adenocarcinoma and Its Impact on Tumor Progression [abstract]. In: Proceedings of the AACR Conference on Pancreatic Cancer: New Frontiers in Biology and Therapeutic Development; 2026 Sep 25-28; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(18_Suppl_2): nr PR015.
PR015:人胰腺导管腺癌克隆异质性及其对肿瘤进展的影响
胰腺导管腺癌(Pancreatic ductal adenocarcinoma, PDAC)是一种侵袭性癌症,其特征是严重的结缔组织增生和细胞异质性,不能用传统的批量测序方法完全解决。为了了解这种异质性是如何影响PDAC生物学的,我们分析了一个由scRNA-seq(443,451个单细胞)描述的原发肿瘤(n=62)的大队列,包括11个具有匹配空间转录组学(53,236个点)的肿瘤,以绘制克隆、转录和空间多样性。此外,我们的样本集包括一个独特的队列,来自化疗前后收集的六个肿瘤的匹配样本。为了了解这种异质性对PDAC生物学的贡献,我们分析了一个大型初级PDAC队列,使用匹配的单细胞和空间转录组学方法(n=62),分析了443,451个单细胞和53,236个空间点,以绘制克隆、转录和空间多样性。我们的分析揭示了显著的肿瘤内异质性,在单个肿瘤中存在多个遗传上不同的肿瘤克隆。我们还通过比较恶性克隆与非恶性上皮细胞中UMI总数的分布,在每个样本中检测到全基因组重复(WGD)模式。在所有肿瘤中,32.6%的样本中发现了WGD,与报道的频率一致。我们观察到克隆特异性配体-受体程序是由基因组剂量调节的:配体或受体的扩增增强了相应的相互作用,而缺失则抑制了它们;这些基因编码差异得到了空间转录组学和多重免疫荧光的支持。系统发育整合鉴定出局灶性8q24 (MYC)扩增与肿瘤谱系中发生的经典到基础的转变以高于偶然的频率反复相关;这些转变伴随着免疫反应项目的协调耗尽。小鼠和初级人类模型的功能扰动实验表明,MYC敲低重新激活经典转录程序(GATA6, CDH1, FOXA2, MUC1, EPCAM)并恢复免疫反应途径(MHC I/II类和B2M),支持MYC在维持基础免疫缺失状态中的作用。空间分析进一步显示,分散的克隆具有丰富的上皮-间质转化(EMT)活性和免疫抑制,与转移潜力和淋巴结壁龛的定植相关。这些分散的克隆倾向于向基础表型转移,导致疾病进展。我们的研究结果强调了克隆多样性、转录可塑性和TME相互作用在塑造人类PDAC生物学中的关键作用。这项工作为PDAC的分子和空间异质性提供了新的见解,并为靶向克隆进化的治疗干预和驱动转移的机制提供了潜在的途径。引文格式:Despoina Kalfakakou, Sungsik Kim, lilidong Wang, Qi Su, Daniel C. Cameron, Emily A. Kawaler, Motoyuki Tsuda, Elektra Manolakos, 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。人胰腺导管腺癌克隆异质性及其对肿瘤进展的影响[摘要]。摘自:AACR胰腺癌会议论文集:生物学和治疗发展的新领域;2026年9月25日至28日;费城(PA): AACR;巨蟹座Res 2026;86(18_Suppl_2): nr PR015。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Cancer research
Cancer research 医学-肿瘤学
CiteScore
16.10
自引率
0.90%
发文量
7677
审稿时长
2.5 months
期刊介绍: Cancer Research, published by the American Association for Cancer Research (AACR), is a journal that focuses on impactful original studies, reviews, and opinion pieces relevant to the broad cancer research community. Manuscripts that present conceptual or technological advances leading to insights into cancer biology are particularly sought after. The journal also places emphasis on convergence science, which involves bridging multiple distinct areas of cancer research. With primary subsections including Cancer Biology, Cancer Immunology, Cancer Metabolism and Molecular Mechanisms, Translational Cancer Biology, Cancer Landscapes, and Convergence Science, Cancer Research has a comprehensive scope. It is published twice a month and has one volume per year, with a print ISSN of 0008-5472 and an online ISSN of 1538-7445. Cancer Research is abstracted and/or indexed in various databases and platforms, including BIOSIS Previews (R) Database, MEDLINE, Current Contents/Life Sciences, Current Contents/Clinical Medicine, Science Citation Index, Scopus, and Web of Science.
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