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Co-expression of immune checkpoints in glioblastoma revealed by single-nucleus RNA sequencing and spatial transcriptomics.
Yuan, Dingyi; Chen, Wenting; Jin, Shasha; Li, Wei; Liu, Wanmei; Liu, Liu; Wu, Yinhao; Zhang, Yuxin; He, Xiaoyu; Jiang, Jingwei; Sun, Hongbin; Liu, Xiangyu; Liu, Jun.
Affiliation
  • Yuan D; New Drug Screening and Pharmacodynamics Evaluation Center, China Pharmaceutical University, Nanjing, China.
  • Chen W; New Drug Screening and Pharmacodynamics Evaluation Center, China Pharmaceutical University, Nanjing, China.
  • Jin S; New Drug Screening and Pharmacodynamics Evaluation Center, China Pharmaceutical University, Nanjing, China.
  • Li W; Department of Neurosurgery, the Affiliated Drum Tower Hospital, School of Medicine, Nanjing University, Nanjing, China.
  • Liu W; New Drug Screening and Pharmacodynamics Evaluation Center, China Pharmaceutical University, Nanjing, China.
  • Liu L; Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, China Pharmaceutical University, Nanjing, China.
  • Wu Y; New Drug Screening and Pharmacodynamics Evaluation Center, China Pharmaceutical University, Nanjing, China.
  • Zhang Y; New Drug Screening and Pharmacodynamics Evaluation Center, China Pharmaceutical University, Nanjing, China.
  • He X; New Drug Screening and Pharmacodynamics Evaluation Center, China Pharmaceutical University, Nanjing, China.
  • Jiang J; New Drug Screening and Pharmacodynamics Evaluation Center, China Pharmaceutical University, Nanjing, China.
  • Sun H; Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, China Pharmaceutical University, Nanjing, China.
  • Liu X; Department of Neurosurgery, the Affiliated Drum Tower Hospital, School of Medicine, Nanjing University, Nanjing, China.
  • Liu J; New Drug Screening and Pharmacodynamics Evaluation Center, China Pharmaceutical University, Nanjing, China.
Comput Struct Biotechnol J ; 23: 1534-1546, 2024 Dec.
Article in En | MEDLINE | ID: mdl-38633388
ABSTRACT
Glioblastoma (GBM) is one of the most malignant tumors of the central nervous system. The pattern of immune checkpoint expression in GBM remains largely unknown. We performed snRNA-Seq and spatial transcriptomic (ST) analyses on untreated GBM samples. 8 major cell types were found in both tumor and adjacent normal tissues, with variations in infiltration grade. Neoplastic cells_6 was identified in malignant cells with high expression of invasion and proliferator-related genes, and analyzed its interactions with microglia, MDM cells and T cells. Significant alterations in ligand-receptor interactions were observed, particularly between Neoplastic cells_6 and microglia, and found prominent expression of VISTA/VSIG3, suggesting a potential mechanism for evading immune system attacks. High expression of TIM-3, VISTA, PSGL-1 and VSIG-3 with similar expression patterns in GBM, may have potential as therapeutic targets. The prognostic value of VISTA expression was cross-validated in 180 glioma patients, and it was observed that patients with high VISTA expression had a poorer prognosis. In addition, multimodal cross analysis integrated SnRNA-seq and ST, revealing complex intracellular communication and mapping the GBM tumor microenvironment. This study reveals novel molecular characteristics of GBM, co-expression of immune checkpoints, and potential therapeutic targets, contributing to improving the understanding and treatment of GBM.
Key words

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Comput Struct Biotechnol J Year: 2024 Document type: Article Affiliation country: Country of publication:

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Comput Struct Biotechnol J Year: 2024 Document type: Article Affiliation country: Country of publication: