Atul Verma, Doreen Klingler, Linda Bergmayr, Tanvi V. Inamdar, Jonas Rosendahl, Michael Böttcher, Stefan Hüttelmaier, Patrick Michl, Philipp Jurmeister, Sebastian Krug
{"title":"A106:追踪免疫景观:胰腺癌进展过程中的时间和空间重构","authors":"Atul Verma, Doreen Klingler, Linda Bergmayr, Tanvi V. Inamdar, Jonas Rosendahl, Michael Böttcher, Stefan Hüttelmaier, Patrick Michl, Philipp Jurmeister, Sebastian Krug","doi":"10.1158/1538-7445.pancreatic25-a106","DOIUrl":null,"url":null,"abstract":"Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal and immunologically \"cold\" cancer, with a 5-year survival rate of 13%. Despite the success of immunotherapy in other malignancies, its efficacy in PDAC remains limited due to complex immune evasion mechanisms and a pro-tumorigenic immune microenvironment. Several lines of evidence suggest that PDAC progresses from acinar-to-ductal metaplasia (ADM) to pancreatic intraepithelial neoplasia (PanIN) lesions to invasive cancer, accompanied by increasing immunosuppression. We hypothesize that understanding the spatial and temporal transitions of immune cell states during tumor evolution is key to uncovering mechanisms of immune dysfunction and guiding new therapeutic strategies. Using single-cell RNA sequencing (scRNA-seq) and multispectral imaging, we aim to uncover comprehensive, large-scale, and longitudinal changes in the immune microenvironment during PDAC progression. Here, we utilized the KrasG12D/+; Trp53R172H/+; Ptf1a-Cre (KPC) genetically engineered mouse model, and through longitudinal histological analysis of pancreas, we delineated the trajectory of disease progression, with PanIN I-II lesions appearing by 8–9 weeks, PanIN III by 11–12 weeks, and locally invasive PDAC by 16 weeks of age. To study the temporal evolution of immune cell-state transitions, we performed scRNA-seq on CD45+ enriched immune cells isolated from KPC mouse pancreas collected at 4, 8, 12, and 16 weeks using the 10x Genomics Chromium platform. To examine the spatial dynamics of immune cells, we performed multispectral imaging at defined time points using the Lunaphore COMET platform with a panel of over 15 antibodies, enabling simultaneous visualization of several markers on a single tissue section. In our analysis to date, we identified subsets of pro-tumorigenic macrophages emerging during PDAC development, along with a marked increase in myeloid-derived suppressor cells (MDSCs) in late-stage tumors. We also observed dynamic shifts in other immune cell populations evolving alongside tumor progression. Notably, we uncovered distinct subsets of monocytes, macrophages, and T cells exhibiting tumor-promoting potential, progressively enriched during the advanced stages of PDAC. Using multispectral imaging, we generated a comprehensive spatial map of the immune microenvironment across PDAC progression, capturing patterns of immune exclusion, infiltration, and cell–cell neighborhood interactions. Our study highlights the multi-layered immune dysfunction that evolves from early to late stages of PDAC - features that are challenging to capture in human samples. CD45+ enrichment improved the detection of rare and transient immune subsets by mitigating the masking effects caused by abundant cancer and stromal cells. Together, these findings provide an unbiased and detailed view of the evolving immune landscape in PDAC, laying the foundation for identifying microenvironmental and cell-intrinsic factors that either constrain or promote malignant progression, as well as for developing immune-based therapeutic strategies. Citation Format: Atul Verma, Doreen Klingler, Linda Bergmayr, Tanvi V. Inamdar, Jonas Rosendahl, Michael Böttcher, Stefan Hüttelmaier, Patrick Michl, Philipp Jurmeister, Sebastian Krug. Tracing the immune landscape: Temporal and spatial remodeling during pancreatic cancer progression [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pancreatic Cancer Research—Emerging Science Driving Transformative Solutions; Boston, MA; 2025 Sep 28-Oct 1; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2025;85(18_Suppl_3): nr A106.","PeriodicalId":9441,"journal":{"name":"Cancer research","volume":"39 1","pages":""},"PeriodicalIF":16.6000,"publicationDate":"2025-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Abstract A106: Tracing the immune landscape: Temporal and spatial remodeling during pancreatic cancer progression\",\"authors\":\"Atul Verma, Doreen Klingler, Linda Bergmayr, Tanvi V. Inamdar, Jonas Rosendahl, Michael Böttcher, Stefan Hüttelmaier, Patrick Michl, Philipp Jurmeister, Sebastian Krug\",\"doi\":\"10.1158/1538-7445.pancreatic25-a106\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal and immunologically \\\"cold\\\" cancer, with a 5-year survival rate of 13%. Despite the success of immunotherapy in other malignancies, its efficacy in PDAC remains limited due to complex immune evasion mechanisms and a pro-tumorigenic immune microenvironment. Several lines of evidence suggest that PDAC progresses from acinar-to-ductal metaplasia (ADM) to pancreatic intraepithelial neoplasia (PanIN) lesions to invasive cancer, accompanied by increasing immunosuppression. We hypothesize that understanding the spatial and temporal transitions of immune cell states during tumor evolution is key to uncovering mechanisms of immune dysfunction and guiding new therapeutic strategies. Using single-cell RNA sequencing (scRNA-seq) and multispectral imaging, we aim to uncover comprehensive, large-scale, and longitudinal changes in the immune microenvironment during PDAC progression. Here, we utilized the KrasG12D/+; Trp53R172H/+; Ptf1a-Cre (KPC) genetically engineered mouse model, and through longitudinal histological analysis of pancreas, we delineated the trajectory of disease progression, with PanIN I-II lesions appearing by 8–9 weeks, PanIN III by 11–12 weeks, and locally invasive PDAC by 16 weeks of age. To study the temporal evolution of immune cell-state transitions, we performed scRNA-seq on CD45+ enriched immune cells isolated from KPC mouse pancreas collected at 4, 8, 12, and 16 weeks using the 10x Genomics Chromium platform. To examine the spatial dynamics of immune cells, we performed multispectral imaging at defined time points using the Lunaphore COMET platform with a panel of over 15 antibodies, enabling simultaneous visualization of several markers on a single tissue section. In our analysis to date, we identified subsets of pro-tumorigenic macrophages emerging during PDAC development, along with a marked increase in myeloid-derived suppressor cells (MDSCs) in late-stage tumors. We also observed dynamic shifts in other immune cell populations evolving alongside tumor progression. Notably, we uncovered distinct subsets of monocytes, macrophages, and T cells exhibiting tumor-promoting potential, progressively enriched during the advanced stages of PDAC. Using multispectral imaging, we generated a comprehensive spatial map of the immune microenvironment across PDAC progression, capturing patterns of immune exclusion, infiltration, and cell–cell neighborhood interactions. Our study highlights the multi-layered immune dysfunction that evolves from early to late stages of PDAC - features that are challenging to capture in human samples. CD45+ enrichment improved the detection of rare and transient immune subsets by mitigating the masking effects caused by abundant cancer and stromal cells. Together, these findings provide an unbiased and detailed view of the evolving immune landscape in PDAC, laying the foundation for identifying microenvironmental and cell-intrinsic factors that either constrain or promote malignant progression, as well as for developing immune-based therapeutic strategies. Citation Format: Atul Verma, Doreen Klingler, Linda Bergmayr, Tanvi V. Inamdar, Jonas Rosendahl, Michael Böttcher, Stefan Hüttelmaier, Patrick Michl, Philipp Jurmeister, Sebastian Krug. Tracing the immune landscape: Temporal and spatial remodeling during pancreatic cancer progression [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pancreatic Cancer Research—Emerging Science Driving Transformative Solutions; Boston, MA; 2025 Sep 28-Oct 1; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2025;85(18_Suppl_3): nr A106.\",\"PeriodicalId\":9441,\"journal\":{\"name\":\"Cancer research\",\"volume\":\"39 1\",\"pages\":\"\"},\"PeriodicalIF\":16.6000,\"publicationDate\":\"2025-09-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cancer research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1158/1538-7445.pancreatic25-a106\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancer research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1158/1538-7445.pancreatic25-a106","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
胰腺导管腺癌(PDAC)是一种高致死率的免疫“冷”癌,5年生存率为13%。尽管免疫治疗在其他恶性肿瘤中取得了成功,但由于复杂的免疫逃避机制和促肿瘤的免疫微环境,其对PDAC的疗效仍然有限。一些证据表明PDAC从腺泡到导管化生(ADM)到胰腺上皮内瘤变(PanIN)病变再到浸润性癌症,并伴有免疫抑制增加。我们假设了解肿瘤进化过程中免疫细胞状态的时空转变是揭示免疫功能障碍机制和指导新的治疗策略的关键。利用单细胞RNA测序(scRNA-seq)和多光谱成像技术,我们旨在揭示PDAC进展过程中免疫微环境的全面、大规模和纵向变化。在这里,我们使用KrasG12D/+;Trp53R172H / +;Ptf1a-Cre (KPC)基因工程小鼠模型,并通过胰腺的纵向组织学分析,我们描绘了疾病进展的轨迹,PanIN I-II病变出现在8-9周,PanIN III出现在11-12周,局部侵袭性PDAC出现在16周龄。为了研究免疫细胞状态转变的时间进化,我们使用10x Genomics Chromium平台对从KPC小鼠胰腺分离的CD45+富集免疫细胞进行了scRNA-seq测序,这些细胞分别于4、8、12和16周收集。为了检查免疫细胞的空间动力学,我们使用Lunaphore COMET平台在规定的时间点进行多光谱成像,使用超过15种抗体的面板,可以同时在单个组织切片上显示多个标记物。在我们迄今为止的分析中,我们发现了在PDAC发展过程中出现的促瘤性巨噬细胞亚群,以及在晚期肿瘤中髓源性抑制细胞(MDSCs)的显著增加。我们还观察到其他免疫细胞群随着肿瘤进展而发生的动态变化。值得注意的是,我们发现单核细胞、巨噬细胞和T细胞的不同亚群表现出促进肿瘤的潜力,在PDAC晚期逐渐富集。利用多光谱成像技术,我们生成了PDAC进展过程中免疫微环境的综合空间图,捕捉了免疫排斥、浸润和细胞-细胞邻里相互作用的模式。我们的研究强调了从PDAC早期到晚期的多层次免疫功能障碍,这些特征在人类样本中很难捕捉到。CD45+富集通过减轻大量癌细胞和基质细胞引起的掩蔽效应,提高了对罕见和短暂免疫亚群的检测。总之,这些发现提供了PDAC中不断发展的免疫景观的公正和详细的观点,为确定限制或促进恶性进展的微环境和细胞内在因素以及开发基于免疫的治疗策略奠定了基础。引文格式:Atul Verma, Doreen Klingler, Linda Bergmayr, Tanvi V. Inamdar, Jonas Rosendahl, Michael Böttcher, Stefan htelmaier, Patrick Michl, Philipp Jurmeister, Sebastian Krug。追踪免疫景观:胰腺癌进展过程中的时间和空间重构[摘要]。摘自:AACR癌症研究特别会议论文集:胰腺癌研究进展-新兴科学驱动变革解决方案;波士顿;2025年9月28日至10月1日;波士顿,MA。费城(PA): AACR;癌症研究2025;85(18_Suppl_3): nr A106。
Abstract A106: Tracing the immune landscape: Temporal and spatial remodeling during pancreatic cancer progression
Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal and immunologically "cold" cancer, with a 5-year survival rate of 13%. Despite the success of immunotherapy in other malignancies, its efficacy in PDAC remains limited due to complex immune evasion mechanisms and a pro-tumorigenic immune microenvironment. Several lines of evidence suggest that PDAC progresses from acinar-to-ductal metaplasia (ADM) to pancreatic intraepithelial neoplasia (PanIN) lesions to invasive cancer, accompanied by increasing immunosuppression. We hypothesize that understanding the spatial and temporal transitions of immune cell states during tumor evolution is key to uncovering mechanisms of immune dysfunction and guiding new therapeutic strategies. Using single-cell RNA sequencing (scRNA-seq) and multispectral imaging, we aim to uncover comprehensive, large-scale, and longitudinal changes in the immune microenvironment during PDAC progression. Here, we utilized the KrasG12D/+; Trp53R172H/+; Ptf1a-Cre (KPC) genetically engineered mouse model, and through longitudinal histological analysis of pancreas, we delineated the trajectory of disease progression, with PanIN I-II lesions appearing by 8–9 weeks, PanIN III by 11–12 weeks, and locally invasive PDAC by 16 weeks of age. To study the temporal evolution of immune cell-state transitions, we performed scRNA-seq on CD45+ enriched immune cells isolated from KPC mouse pancreas collected at 4, 8, 12, and 16 weeks using the 10x Genomics Chromium platform. To examine the spatial dynamics of immune cells, we performed multispectral imaging at defined time points using the Lunaphore COMET platform with a panel of over 15 antibodies, enabling simultaneous visualization of several markers on a single tissue section. In our analysis to date, we identified subsets of pro-tumorigenic macrophages emerging during PDAC development, along with a marked increase in myeloid-derived suppressor cells (MDSCs) in late-stage tumors. We also observed dynamic shifts in other immune cell populations evolving alongside tumor progression. Notably, we uncovered distinct subsets of monocytes, macrophages, and T cells exhibiting tumor-promoting potential, progressively enriched during the advanced stages of PDAC. Using multispectral imaging, we generated a comprehensive spatial map of the immune microenvironment across PDAC progression, capturing patterns of immune exclusion, infiltration, and cell–cell neighborhood interactions. Our study highlights the multi-layered immune dysfunction that evolves from early to late stages of PDAC - features that are challenging to capture in human samples. CD45+ enrichment improved the detection of rare and transient immune subsets by mitigating the masking effects caused by abundant cancer and stromal cells. Together, these findings provide an unbiased and detailed view of the evolving immune landscape in PDAC, laying the foundation for identifying microenvironmental and cell-intrinsic factors that either constrain or promote malignant progression, as well as for developing immune-based therapeutic strategies. Citation Format: Atul Verma, Doreen Klingler, Linda Bergmayr, Tanvi V. Inamdar, Jonas Rosendahl, Michael Böttcher, Stefan Hüttelmaier, Patrick Michl, Philipp Jurmeister, Sebastian Krug. Tracing the immune landscape: Temporal and spatial remodeling during pancreatic cancer progression [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pancreatic Cancer Research—Emerging Science Driving Transformative Solutions; Boston, MA; 2025 Sep 28-Oct 1; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2025;85(18_Suppl_3): nr A106.
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.