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单细胞测序揭示了胰腺腺鳞癌和胰腺导管腺癌之间具有预后价值的异质性。

Single-cell sequencing reveals heterogeneity between pancreatic adenosquamous carcinoma and pancreatic ductal adenocarcinoma with prognostic value.

机构信息

Department of Gastroenterology, First Affiliated Hospital, Naval Medical University, Shanghai, China.

Department of Gastroenterology , Yueqing People's Hospital, Wenzhou, China.

出版信息

Front Immunol. 2022 Aug 16;13:972298. doi: 10.3389/fimmu.2022.972298. eCollection 2022.

DOI:10.3389/fimmu.2022.972298
PMID:36052088
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9424731/
Abstract

Pancreatic adenosquamous carcinoma (ASPC) is a rare subtype of pancreatic cancer with lethal malignancy, and few studies have focused on the heterogeneity of ASPC. Here, we performed a single-cell sequencing procedure on pancreatic tumor tissue from an ASPC patient and a patient with high-grade intraductal papillary mucinous neoplasm (IPMN). Through the combined analysis of single-cell sequencing data from five pancreatic ductal adenocarcinoma (PDAC) patients, one IPMN patient, and one ASPC patient in a public database, we identified 11 main types of cells, including macrophages, B cells, cancer stem cells, ductal cells, fibroblasts, endo/stellate cells, neutrophils, acinar cells, T cells, natural killer (NK) cells, dendritic cells, and mast cells. Then, the different characteristics and differentiation paths of the immune microenvironment among IPMN, ASPC, and PDAC in macrophages, T cells, and cancer-associated fibroblasts (CAFs) were identified through multiple bioinformatics analyses. Two novel special cancer-associated fibroblasts were identified as nCAFs and imCAFs. Then, cancer cells in duct cells were identified using the infercnv software. Two ASPC-specific subgroups of cancer cells with squamous cell features were identified. Finally, the identified specific CAFs and cancer cells were mapped to TCGA-PAAD cohort through the cibersoftx software. All of these identified subgroups were calculated to have a significant prognostic value in pancreatic cancer patients. These findings will promote the clinical application of single-cell sequencing data of pancreatic cancer and deepen our understanding of ASPC.

摘要

胰腺腺鳞癌(ASPC)是一种罕见的胰腺恶性肿瘤亚型,恶性程度极高,目前很少有研究关注 ASPC 的异质性。在这里,我们对一名 ASPC 患者和一名高级别胰管内乳头状黏液性肿瘤(IPMN)患者的胰腺肿瘤组织进行了单细胞测序。通过对来自五名胰腺导管腺癌(PDAC)患者、一名 IPMN 患者和一名公共数据库中的 ASPC 患者的单细胞测序数据进行联合分析,我们确定了 11 种主要类型的细胞,包括巨噬细胞、B 细胞、癌症干细胞、导管细胞、成纤维细胞、内/星状细胞、中性粒细胞、腺泡细胞、T 细胞、自然杀伤(NK)细胞、树突状细胞和肥大细胞。然后,通过多种生物信息学分析,确定了巨噬细胞、T 细胞和癌症相关成纤维细胞(CAFs)中 IPMN、ASPC 和 PDAC 之间免疫微环境的不同特征和分化路径。鉴定出两种新型特殊的癌症相关成纤维细胞,即 nCAFs 和 imCAFs。然后,使用 infercnv 软件鉴定出导管细胞中的癌细胞。鉴定出具有鳞状细胞特征的两种 ASPC 特异性癌细胞亚群。最后,通过 cibersoftx 软件将鉴定出的特定 CAFs 和癌细胞映射到 TCGA-PAAD 队列中。所有这些鉴定出的亚群在胰腺癌患者中均具有显著的预后价值。这些发现将促进胰腺癌单细胞测序数据的临床应用,并加深我们对 ASPC 的认识。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/6fa67471f6ea/fimmu-13-972298-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/2215fe083bcc/fimmu-13-972298-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/6e17d6c651c7/fimmu-13-972298-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/6ef8a34be573/fimmu-13-972298-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/5afa50858ef9/fimmu-13-972298-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/a530834d068b/fimmu-13-972298-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/6fa67471f6ea/fimmu-13-972298-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/2215fe083bcc/fimmu-13-972298-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/6e17d6c651c7/fimmu-13-972298-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/6ef8a34be573/fimmu-13-972298-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/5afa50858ef9/fimmu-13-972298-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/a530834d068b/fimmu-13-972298-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f55/9424731/6fa67471f6ea/fimmu-13-972298-g006.jpg

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