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Single-cell RNA-seq analysis reveals BHLHE40-driven pro-tumour neutrophils with hyperactivated glycolysis in pancreatic tumour microenvironment
OBJECTIVE: Innate immunity plays important roles in pancreatic ductal adenocarcinoma (PDAC), as non-T-cell-enriched tumour. Neutrophils are major players in innate immune system. Here, we aimed to explore the heterogeneity and pro-tumour mechanisms of neutrophils in PDAC. DESIGN: We analysed single-...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10086491/ https://www.ncbi.nlm.nih.gov/pubmed/35688610 http://dx.doi.org/10.1136/gutjnl-2021-326070 |
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author | Wang, Liwen Liu, Yihao Dai, Yuting Tang, Xiaomei Yin, Tong Wang, Chaofu Wang, Ting Dong, Lei Shi, Minmin Qin, Jiejie Xue, Meilin Cao, Yizhi Liu, Jia Liu, Pengyi Huang, Jinyan Wen, Chenlei Zhang, Jun Xu, Zhiwei Bai, Fan Deng, Xiaxing Peng, Chenghong Chen, Hao Jiang, Lingxi Chen, Saijuan Shen, Baiyong |
author_facet | Wang, Liwen Liu, Yihao Dai, Yuting Tang, Xiaomei Yin, Tong Wang, Chaofu Wang, Ting Dong, Lei Shi, Minmin Qin, Jiejie Xue, Meilin Cao, Yizhi Liu, Jia Liu, Pengyi Huang, Jinyan Wen, Chenlei Zhang, Jun Xu, Zhiwei Bai, Fan Deng, Xiaxing Peng, Chenghong Chen, Hao Jiang, Lingxi Chen, Saijuan Shen, Baiyong |
author_sort | Wang, Liwen |
collection | PubMed |
description | OBJECTIVE: Innate immunity plays important roles in pancreatic ductal adenocarcinoma (PDAC), as non-T-cell-enriched tumour. Neutrophils are major players in innate immune system. Here, we aimed to explore the heterogeneity and pro-tumour mechanisms of neutrophils in PDAC. DESIGN: We analysed single-cell transcriptomes of peripheral blood polymorphonuclear leucocytes (PMNs) and tumour-infiltrating immune cells from five patients with PDAC, and performed immunofluorescence/immunohistochemistry staining, multi-omics analysis and in vitro experiments to validate the discoveries of bioinformatics analysis. RESULTS: Exploration of the heterogeneity of tumour-associated neutrophils (TANs) revealed a terminally differentiated pro-tumour subpopulation (TAN-1) associated with poor prognosis, an inflammatory subpopulation (TAN-2), a population of transitional stage that have just migrated to tumour microenvironment (TAN-3) and a subpopulation preferentially expressing interferon-stimulated genes (TAN-4). Glycolysis signature was upregulated along neutrophil transition trajectory, and TAN-1 was featured with hyperactivated glycolytic activity. The glycolytic switch of TANs was validated by integrative multi-omics approach of transcriptomics, proteomics and metabolomics analysis. Activation of glycolytic activity by LDHA overexpression induced immunosuppression and pro-tumour functions in neutrophil-like differentiated HL-60 (dHL-60) cells. Mechanistic studies revealed BHLHE40, downstream to hypoxia and endoplasmic reticulum stress, was a key regulator in polarisation of neutrophils towards TAN-1 phenotype, and direct transcriptional regulation of BHLHE40 on TAN-1 marker genes was demonstrated by chromatin immunoprecipitation assay. Pro-tumour and immunosuppression functions were observed in dHL-60 cells overexpressing BHLHE40. Importantly, immunohistochemistry analysis of PDAC tissues revealed the unfavourable prognostic value of BHLHE40(+) neutrophils. CONCLUSION: The dynamic properties of TANs revealed by this study will be helpful in advancing PDAC therapy targeting innate immunity. |
format | Online Article Text |
id | pubmed-10086491 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-100864912023-04-12 Single-cell RNA-seq analysis reveals BHLHE40-driven pro-tumour neutrophils with hyperactivated glycolysis in pancreatic tumour microenvironment Wang, Liwen Liu, Yihao Dai, Yuting Tang, Xiaomei Yin, Tong Wang, Chaofu Wang, Ting Dong, Lei Shi, Minmin Qin, Jiejie Xue, Meilin Cao, Yizhi Liu, Jia Liu, Pengyi Huang, Jinyan Wen, Chenlei Zhang, Jun Xu, Zhiwei Bai, Fan Deng, Xiaxing Peng, Chenghong Chen, Hao Jiang, Lingxi Chen, Saijuan Shen, Baiyong Gut Pancreas OBJECTIVE: Innate immunity plays important roles in pancreatic ductal adenocarcinoma (PDAC), as non-T-cell-enriched tumour. Neutrophils are major players in innate immune system. Here, we aimed to explore the heterogeneity and pro-tumour mechanisms of neutrophils in PDAC. DESIGN: We analysed single-cell transcriptomes of peripheral blood polymorphonuclear leucocytes (PMNs) and tumour-infiltrating immune cells from five patients with PDAC, and performed immunofluorescence/immunohistochemistry staining, multi-omics analysis and in vitro experiments to validate the discoveries of bioinformatics analysis. RESULTS: Exploration of the heterogeneity of tumour-associated neutrophils (TANs) revealed a terminally differentiated pro-tumour subpopulation (TAN-1) associated with poor prognosis, an inflammatory subpopulation (TAN-2), a population of transitional stage that have just migrated to tumour microenvironment (TAN-3) and a subpopulation preferentially expressing interferon-stimulated genes (TAN-4). Glycolysis signature was upregulated along neutrophil transition trajectory, and TAN-1 was featured with hyperactivated glycolytic activity. The glycolytic switch of TANs was validated by integrative multi-omics approach of transcriptomics, proteomics and metabolomics analysis. Activation of glycolytic activity by LDHA overexpression induced immunosuppression and pro-tumour functions in neutrophil-like differentiated HL-60 (dHL-60) cells. Mechanistic studies revealed BHLHE40, downstream to hypoxia and endoplasmic reticulum stress, was a key regulator in polarisation of neutrophils towards TAN-1 phenotype, and direct transcriptional regulation of BHLHE40 on TAN-1 marker genes was demonstrated by chromatin immunoprecipitation assay. Pro-tumour and immunosuppression functions were observed in dHL-60 cells overexpressing BHLHE40. Importantly, immunohistochemistry analysis of PDAC tissues revealed the unfavourable prognostic value of BHLHE40(+) neutrophils. CONCLUSION: The dynamic properties of TANs revealed by this study will be helpful in advancing PDAC therapy targeting innate immunity. BMJ Publishing Group 2023-05 2022-06-10 /pmc/articles/PMC10086491/ /pubmed/35688610 http://dx.doi.org/10.1136/gutjnl-2021-326070 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Pancreas Wang, Liwen Liu, Yihao Dai, Yuting Tang, Xiaomei Yin, Tong Wang, Chaofu Wang, Ting Dong, Lei Shi, Minmin Qin, Jiejie Xue, Meilin Cao, Yizhi Liu, Jia Liu, Pengyi Huang, Jinyan Wen, Chenlei Zhang, Jun Xu, Zhiwei Bai, Fan Deng, Xiaxing Peng, Chenghong Chen, Hao Jiang, Lingxi Chen, Saijuan Shen, Baiyong Single-cell RNA-seq analysis reveals BHLHE40-driven pro-tumour neutrophils with hyperactivated glycolysis in pancreatic tumour microenvironment |
title | Single-cell RNA-seq analysis reveals BHLHE40-driven pro-tumour neutrophils with hyperactivated glycolysis in pancreatic tumour microenvironment |
title_full | Single-cell RNA-seq analysis reveals BHLHE40-driven pro-tumour neutrophils with hyperactivated glycolysis in pancreatic tumour microenvironment |
title_fullStr | Single-cell RNA-seq analysis reveals BHLHE40-driven pro-tumour neutrophils with hyperactivated glycolysis in pancreatic tumour microenvironment |
title_full_unstemmed | Single-cell RNA-seq analysis reveals BHLHE40-driven pro-tumour neutrophils with hyperactivated glycolysis in pancreatic tumour microenvironment |
title_short | Single-cell RNA-seq analysis reveals BHLHE40-driven pro-tumour neutrophils with hyperactivated glycolysis in pancreatic tumour microenvironment |
title_sort | single-cell rna-seq analysis reveals bhlhe40-driven pro-tumour neutrophils with hyperactivated glycolysis in pancreatic tumour microenvironment |
topic | Pancreas |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10086491/ https://www.ncbi.nlm.nih.gov/pubmed/35688610 http://dx.doi.org/10.1136/gutjnl-2021-326070 |
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