Single-cell transcriptomics reveal distinct immune-infiltrating phenotypes and macrophage-tumor interaction axes among different lineages of pituitary neuroendocrine tumors

被引:8
作者
Lin, Shaojian [1 ,2 ,3 ]
Dai, Yuting [4 ]
Han, Changxi [1 ]
Han, Tianyi [1 ]
Zhao, Linfeng [5 ]
Wu, Renyan [6 ]
Liu, Jianyue [5 ]
Zhang, Bo [1 ]
Huang, Ning [3 ]
Liu, Yanting [1 ]
Lai, Shujing [6 ]
Shi, Jintong [6 ]
Wang, Yu [7 ]
Lou, Meiqing [8 ]
Xie, Jing [9 ]
Cheng, Yijun [1 ]
Tang, Hao [1 ]
Yao, Hong [1 ]
Fang, Hai [4 ]
Zhang, Yan [10 ,11 ]
Wu, Xuefeng [2 ,12 ,13 ]
Shen, Lei [2 ,5 ]
Ye, Youqiong [2 ,5 ,14 ]
Xue, Li [1 ,2 ,15 ]
Wu, Zhe Bao [1 ,2 ,3 ]
机构
[1] Shanghai Jiao Tong Univ, Ruijin Hosp, Ctr Pituitary Tumor, Dept Neurosurg,Sch Med, Shanghai, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Ctr Immune Related Dis,Shanghai Inst Immunol,Dept, Shanghai, Peoples R China
[3] Wenzhou Med Univ, Affiliated Hosp 1, Dept Neurosurg, Wenzhou, Peoples R China
[4] Shanghai Jiao Tong Univ, Shanghai Inst Hematol, Natl Res Ctr Translat Med Shanghai, State Key Lab Med Genom,Ruijin Hosp,Sch Med, Shanghai, Peoples R China
[5] Shanghai Jiao Tong Univ, Sch Med, Shanghai Key Lab Tumor Microenvironm & Inflammat, Shanghai, Peoples R China
[6] Shanghai Jiao Tong Univ, Sch Med, Shanghai Inst Immunol, Dept Immunol & Microbiol, Shanghai, Peoples R China
[7] Shanghai Jiao Tong Univ, Sch Med, Ren Ji Hosp, Dept Neurosurg, Shanghai, Peoples R China
[8] Shanghai Jiao Tong Univ, Sch Med, Shanghai Gen Hosp, Dept Neurosurg, Shanghai, Peoples R China
[9] Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Pathol, Shanghai, Peoples R China
[10] Shanghai Jiao Tong Univ, MedX Res Inst, Shanghai, Peoples R China
[11] Shanghai Jiao Tong Univ, Sch Biomed Engn, Shanghai, Peoples R China
[12] Shanghai Jiao Tong Univ, Shanghai Inst Immunol, Dept Immunol & Microbiol, Sch Med, Shanghai, Peoples R China
[13] Shanghai Jiao Tong Univ, Key Lab Cell Death & Differentiat, Minist Educ, Sch Med, Shanghai, Peoples R China
[14] Shanghai Jiao Tong Univ, Shanghai Inst Immunol, Dept Immunol & Microbiol, State Key Lab Syst Med Canc,Sch Med, Shanghai, Peoples R China
[15] Shanghai Ctr Brain Sci & Brain Inspired Technol, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Pituitary neuroendocrine tumors; Single-cell RNA sequencing; Immune microenvironment subtypes; Tumor-associated macrophage; CX3CR1(+) macrophage; INHBA-ACVR1B axis; SET ENRICHMENT ANALYSIS; RNA-SEQ; GENE; QUANTIFICATION; HETEROGENEITY; ADENOMAS; KEGG;
D O I
10.1186/s13073-024-01325-4
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Pituitary neuroendocrine tumors (PitNETs) are common gland neoplasms demonstrating distinctive transcription factors. Although the role of immune cells in PitNETs has been widely recognized, the precise immunological environment and its control over tumor cells are poorly understood. Methods The heterogeneity, spatial distribution, and clinical significance of macrophages in PitNETs were analyzed using single-cell RNA sequencing (scRNA-seq), bulk RNA-seq, spatial transcriptomics, immunohistochemistry, and multiplexed quantitative immunofluorescence (QIF). Cell viability, cell apoptosis assays, and in vivo subcutaneous xenograft experiments have confirmed that INHBA-ACVR1B influences the process of tumor cell apoptosis. Results The present study evaluated scRNA-seq data from 23 PitNET samples categorized into 3 primary lineages. The objective was to explore the diversity of tumors and the composition of immune cells across these lineages. Analyzed data from scRNA-seq and 365 bulk RNA sequencing samples conducted in-house revealed the presence of three unique subtypes of tumor immune microenvironment (TIME) in PitNETs. These subtypes were characterized by varying levels of immune infiltration, ranging from low to intermediate to high. In addition, the NR5A1 lineage is primarily associated with the subtype characterized by limited infiltration of immune cells. Tumor-associated macrophages (TAMs) expressing CX3CR1(+), C1Q(+), and GPNMB(+) showed enhanced contact with tumor cells expressing NR5A1 + , TBX19(+), and POU1F1(+), respectively. This emphasizes the distinct interaction axes between TAMs and tumor cells based on their lineage. Moreover, the connection between CX3CR1(+) macrophages and tumor cells via INHBA-ACVR1B regulates tumor cell apoptosis. Conclusions In summary, the different subtypes of TIME and the interaction between TAM and tumor cells offer valuable insights into the control of TIME that affects the development of PitNET. These findings can be utilized as prospective targets for therapeutic interventions.
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页数:22
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