Cargando…
Single-cell sequencing reveals heterogeneity between pancreatic adenosquamous carcinoma and pancreatic ductal adenocarcinoma with prognostic value
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 intr...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9424731/ https://www.ncbi.nlm.nih.gov/pubmed/36052088 http://dx.doi.org/10.3389/fimmu.2022.972298 |
_version_ | 1784778287106490368 |
---|---|
author | Zhang, Deyu Wu, Suna Pan, Shubo Wang, Meiqi Wang, Zhen He, Zixuan Zhang, Guanghao Cui, Fang Song, Yihang Li, Wanshun Shi, Xiaohua Huang, Haojie Xu, Huanhai |
author_facet | Zhang, Deyu Wu, Suna Pan, Shubo Wang, Meiqi Wang, Zhen He, Zixuan Zhang, Guanghao Cui, Fang Song, Yihang Li, Wanshun Shi, Xiaohua Huang, Haojie Xu, Huanhai |
author_sort | Zhang, Deyu |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9424731 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94247312022-08-31 Single-cell sequencing reveals heterogeneity between pancreatic adenosquamous carcinoma and pancreatic ductal adenocarcinoma with prognostic value Zhang, Deyu Wu, Suna Pan, Shubo Wang, Meiqi Wang, Zhen He, Zixuan Zhang, Guanghao Cui, Fang Song, Yihang Li, Wanshun Shi, Xiaohua Huang, Haojie Xu, Huanhai Front Immunol Immunology 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. Frontiers Media S.A. 2022-08-16 /pmc/articles/PMC9424731/ /pubmed/36052088 http://dx.doi.org/10.3389/fimmu.2022.972298 Text en Copyright © 2022 Zhang, Wu, Pan, Wang, Wang, He, Zhang, Cui, Song, Li, Shi, Huang and Xu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Zhang, Deyu Wu, Suna Pan, Shubo Wang, Meiqi Wang, Zhen He, Zixuan Zhang, Guanghao Cui, Fang Song, Yihang Li, Wanshun Shi, Xiaohua Huang, Haojie Xu, Huanhai Single-cell sequencing reveals heterogeneity between pancreatic adenosquamous carcinoma and pancreatic ductal adenocarcinoma with prognostic value |
title | Single-cell sequencing reveals heterogeneity between pancreatic adenosquamous carcinoma and pancreatic ductal adenocarcinoma with prognostic value |
title_full | Single-cell sequencing reveals heterogeneity between pancreatic adenosquamous carcinoma and pancreatic ductal adenocarcinoma with prognostic value |
title_fullStr | Single-cell sequencing reveals heterogeneity between pancreatic adenosquamous carcinoma and pancreatic ductal adenocarcinoma with prognostic value |
title_full_unstemmed | Single-cell sequencing reveals heterogeneity between pancreatic adenosquamous carcinoma and pancreatic ductal adenocarcinoma with prognostic value |
title_short | Single-cell sequencing reveals heterogeneity between pancreatic adenosquamous carcinoma and pancreatic ductal adenocarcinoma with prognostic value |
title_sort | single-cell sequencing reveals heterogeneity between pancreatic adenosquamous carcinoma and pancreatic ductal adenocarcinoma with prognostic value |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9424731/ https://www.ncbi.nlm.nih.gov/pubmed/36052088 http://dx.doi.org/10.3389/fimmu.2022.972298 |
work_keys_str_mv | AT zhangdeyu singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue AT wusuna singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue AT panshubo singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue AT wangmeiqi singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue AT wangzhen singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue AT hezixuan singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue AT zhangguanghao singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue AT cuifang singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue AT songyihang singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue AT liwanshun singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue AT shixiaohua singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue AT huanghaojie singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue AT xuhuanhai singlecellsequencingrevealsheterogeneitybetweenpancreaticadenosquamouscarcinomaandpancreaticductaladenocarcinomawithprognosticvalue |