Single-cell RNA-seq analysis reveals BHLHE40-driven pro-tumour neutrophils with hyperactivated glycolysis in pancreatic tumour microenvironment

Liwen Wang(Shanghai Jiao Tong University), Yihao Liu(Shanghai Jiao Tong University), Yuting Dai(Shanghai Jiao Tong University), Xiaomei Tang(Shanghai Jiao Tong University), Yin Tong(Shanghai Jiao Tong University), Chaofu Wang(Ruijin Hospital), Ting Wang(Ruijin Hospital), Lei Dong(Ruijin Hospital), Minmin Shi(Shanghai Jiao Tong University), Jiejie Qin(Shanghai Jiao Tong University), Meilin Xue(Shanghai Jiao Tong University), Yizhi Cao(Shanghai Jiao Tong University), Jia Liu(Shanghai Jiao Tong University), Pengyi Liu(Shanghai Jiao Tong University), Jinyan Huang(Shanghai Jiao Tong University), Chenlei Wen(Shanghai Jiao Tong University), Jun Zhang(Shanghai Jiao Tong University), Zhiwei Xu(Shanghai Jiao Tong University), Fan Bai(Peking University), Xiaxing Deng(Shanghai Jiao Tong University), Chenghong Peng(Shanghai Jiao Tong University), Hao Chen(Shanghai Jiao Tong University), Lingxi Jiang(Shanghai Jiao Tong University), Sai‐Juan Chen(Shanghai Jiao Tong University), Baiyong Shen(Shanghai Jiao Tong University)
Cited by 315Open Access
Full Text

Abstract

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.


Related Papers

No related papers found

Powered by citation graph analysis