{"title":"单细胞转录组破译血小板生成素受体激动剂的关键靶点和免疫性血小板减少症的免疫微环境特征。","authors":"Wanru Wang, Haoxu Wang, Xiaohan Wan, Junying Cao, Ruixue Wang, Ming Hou","doi":"10.1080/09537104.2026.2651849","DOIUrl":null,"url":null,"abstract":"<p><p>Thrombopoietin receptor agonists (TPO-RAs) represent a cornerstone in immune thrombocytopenia (ITP) management, yet their molecular mechanisms remain incompletely elucidated. This study systematically deciphered the key targets and signaling networks of four TPO-RAs (romiplostim, eltrombopag, avatrombopag, hetrombopag) in ITP pathogenesis. Network pharmacology was integrated with single-cell high-dimensional weighted gene co-expression network analysis (hdWGCNA) using bone marrow scRNA-seq data from ITP patients and healthy controls. Metacell-based co-expression modules to hematopoietic bone marrow cells were identified. Drug targets were curated from multiple databases, and candidate genes were screened by intersecting differentially expressed genes (DEGs), cell specific modules, and TPO-RA targets. Molecular docking, pseudotime trajectory analysis, and in silico gene knockdown were employed for functional validation. Intersection analysis revealed five key genes (CACNA1A, CSF1R, PKN1, CD9, DSTYK). Molecular docking demonstrated strong binding affinities between TPO-RAs and key targets. The ITP bone marrow niche exhibited rewired cell-cell communication, with enhanced T cell-initiated signaling and aberrant megakaryocyte-T cell interactions. Pseudotime analysis uncovered disrupted megakaryocyte maturation dynamics. In silico knockdown revealed CACNA1A, CSF1R, and PKN1 dysregulation exacerbated neutrophil hyperactivity, while CD9 and DSTYK knockdown impaired mitotic regulation. This study delineated mechanisms of TPO-RAs, highlighting five key genes that orchestrate dysregulated thrombopoiesis and immune dysfunction in ITP. The integration of in silico strategies identified novel targets for optimizing ITP therapy.</p>","PeriodicalId":20268,"journal":{"name":"Platelets","volume":"37 1","pages":"2651849"},"PeriodicalIF":2.6000,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Single-cell transcriptome deciphers key targets of thrombopoietin receptor agonists and immune microenvironment characteristics of immune thrombocytopenia.\",\"authors\":\"Wanru Wang, Haoxu Wang, Xiaohan Wan, Junying Cao, Ruixue Wang, Ming Hou\",\"doi\":\"10.1080/09537104.2026.2651849\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Thrombopoietin receptor agonists (TPO-RAs) represent a cornerstone in immune thrombocytopenia (ITP) management, yet their molecular mechanisms remain incompletely elucidated. This study systematically deciphered the key targets and signaling networks of four TPO-RAs (romiplostim, eltrombopag, avatrombopag, hetrombopag) in ITP pathogenesis. Network pharmacology was integrated with single-cell high-dimensional weighted gene co-expression network analysis (hdWGCNA) using bone marrow scRNA-seq data from ITP patients and healthy controls. Metacell-based co-expression modules to hematopoietic bone marrow cells were identified. Drug targets were curated from multiple databases, and candidate genes were screened by intersecting differentially expressed genes (DEGs), cell specific modules, and TPO-RA targets. Molecular docking, pseudotime trajectory analysis, and in silico gene knockdown were employed for functional validation. Intersection analysis revealed five key genes (CACNA1A, CSF1R, PKN1, CD9, DSTYK). Molecular docking demonstrated strong binding affinities between TPO-RAs and key targets. The ITP bone marrow niche exhibited rewired cell-cell communication, with enhanced T cell-initiated signaling and aberrant megakaryocyte-T cell interactions. Pseudotime analysis uncovered disrupted megakaryocyte maturation dynamics. In silico knockdown revealed CACNA1A, CSF1R, and PKN1 dysregulation exacerbated neutrophil hyperactivity, while CD9 and DSTYK knockdown impaired mitotic regulation. This study delineated mechanisms of TPO-RAs, highlighting five key genes that orchestrate dysregulated thrombopoiesis and immune dysfunction in ITP. 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Single-cell transcriptome deciphers key targets of thrombopoietin receptor agonists and immune microenvironment characteristics of immune thrombocytopenia.
Thrombopoietin receptor agonists (TPO-RAs) represent a cornerstone in immune thrombocytopenia (ITP) management, yet their molecular mechanisms remain incompletely elucidated. This study systematically deciphered the key targets and signaling networks of four TPO-RAs (romiplostim, eltrombopag, avatrombopag, hetrombopag) in ITP pathogenesis. Network pharmacology was integrated with single-cell high-dimensional weighted gene co-expression network analysis (hdWGCNA) using bone marrow scRNA-seq data from ITP patients and healthy controls. Metacell-based co-expression modules to hematopoietic bone marrow cells were identified. Drug targets were curated from multiple databases, and candidate genes were screened by intersecting differentially expressed genes (DEGs), cell specific modules, and TPO-RA targets. Molecular docking, pseudotime trajectory analysis, and in silico gene knockdown were employed for functional validation. Intersection analysis revealed five key genes (CACNA1A, CSF1R, PKN1, CD9, DSTYK). Molecular docking demonstrated strong binding affinities between TPO-RAs and key targets. The ITP bone marrow niche exhibited rewired cell-cell communication, with enhanced T cell-initiated signaling and aberrant megakaryocyte-T cell interactions. Pseudotime analysis uncovered disrupted megakaryocyte maturation dynamics. In silico knockdown revealed CACNA1A, CSF1R, and PKN1 dysregulation exacerbated neutrophil hyperactivity, while CD9 and DSTYK knockdown impaired mitotic regulation. This study delineated mechanisms of TPO-RAs, highlighting five key genes that orchestrate dysregulated thrombopoiesis and immune dysfunction in ITP. The integration of in silico strategies identified novel targets for optimizing ITP therapy.
期刊介绍:
Platelets is an international, peer-reviewed journal covering all aspects of platelet- and megakaryocyte-related research.
Platelets provides the opportunity for contributors and readers across scientific disciplines to engage with new information about blood platelets. The journal’s Methods section aims to improve standardization between laboratories and to help researchers replicate difficult methods.
Research areas include:
Platelet function
Biochemistry
Signal transduction
Pharmacology and therapeutics
Interaction with other cells in the blood vessel wall
The contribution of platelets and platelet-derived products to health and disease
The journal publishes original articles, fast-track articles, review articles, systematic reviews, methods papers, short communications, case reports, opinion articles, commentaries, gene of the issue, and letters to the editor.
Platelets operates a single-blind peer review policy. Authors can choose to publish gold open access in this journal.