Spatial Transcriptomics on a Diverse Pancreatic Cancer Cohort Reveals Race-Related Differences in Tumor Subtypes and Immune Microenvironments

IF 22.6 1区 医学 Q1 ONCOLOGY
Yuesong Wu, Daniel James. Sålas-Escabillas, Aoqi Xie, Ian M. Loveless, Yasmine Baca, Kailee Hartway, Rama Shankar, Samuel D. Zwernik, Logan Schneider, Ashley George, Madison George, Allison Wombwell, Julie M. Clark, David S. Kwon, Bin Chen, Benjamin H. Hinrichs, Ralph Francescone, Débora Barbosa Vendramini-Costa, Kerem Ozcan, Zhengfan Xu, Ling Huang, Brian K. Theisen, Yuehua Cui, Howard C. Crawford, Nina G. Steele
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Abstract

Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy 20% more likely to develop in Black African Americans (BAA) compared to Non-African Americans (NAA). Large-scale gene expression analysis of tumor subtypes and cellular microenvironments in a diverse PDAC cohort could help provide insights into cell and molecular differences in BAA cancer cells. Here, we conducted a multi-omics interrogation of BAA versus NAA PDAC using whole exome sequencing, spatial transcriptomics (ST), and spatial proteomics. Whole exome sequencing confirmed patient ancestry and showed no significant differences in driver mutations between race groups. BAA PDAC tumors had significantly fewer classical molecular subtype cells with no change in more aggressive basal-like cells. Instead, BAA patients showed a significant enrichment of the intermediate/hybrid subtype compared to NAA patients. BAA tumors also displayed increased B cell and reduced myeloid cell interactions compared to NAA tumors. Analysis of tertiary lymphoid structures in a validation cohort revealed that tumors in BAA patients displayed larger TLS size and number compared to NAA. In conclusion, these findings identify an increased intermediate molecular subtype signature in BAA tumors at the expense of cells with a classical subtype, accompanied by a distinct immune cell composition and spatial distribution. This study highlights that health disparities in patients of different ancestries may have a molecular basis that influences tumor aggressiveness and the immune response, which may inform therapeutic strategies.
不同胰腺癌队列的空间转录组学揭示了肿瘤亚型和免疫微环境的种族相关差异
胰腺导管腺癌(PDAC)是一种致死性恶性肿瘤,非裔美国黑人(BAA)的发病率比非裔美国人(NAA)高20%。在不同PDAC队列中对肿瘤亚型和细胞微环境进行大规模基因表达分析,有助于深入了解BAA癌细胞的细胞和分子差异。在这里,我们使用全外显子组测序、空间转录组学(ST)和空间蛋白质组学对BAA和NAA PDAC进行了多组学研究。全外显子组测序证实了患者的血统,并显示驱动突变在种族组之间没有显著差异。BAA PDAC肿瘤的经典分子亚型细胞明显减少,更具侵袭性的基底样细胞没有变化。相反,与NAA患者相比,BAA患者表现出中间/杂交亚型的显著富集。与NAA肿瘤相比,BAA肿瘤还表现出B细胞增加和髓细胞相互作用减少。在验证队列中对三级淋巴样结构的分析显示,与NAA相比,BAA患者的肿瘤显示出更大的TLS大小和数量。总之,这些发现确定了BAA肿瘤中增加的中间分子亚型特征,以牺牲经典亚型细胞为代价,伴随着不同的免疫细胞组成和空间分布。这项研究强调,不同祖先患者的健康差异可能具有影响肿瘤侵袭性和免疫反应的分子基础,这可能为治疗策略提供信息。
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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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