{"title":"单细胞转录组特征分析揭示了化疗后急性髓性白血病外周血单核细胞中免疫细胞的异质性。","authors":"Xuqiao Hu, Dongyan Cao, Zhenru Zhou, Zhaoyang Wang, Jieying Zeng, Wen-Xu Hong","doi":"10.1007/s13402-023-00853-2","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Acute myeloid leukaemia (AML) is a heterogeneous disease characterised by the rapid clonal expansion of abnormally differentiated myeloid progenitor cells residing in a complex microenvironment. However, the immune cell types, status, and genome profile of the peripheral blood mononuclear cell (PBMC) microenvironment in AML patients after chemotherapy are poorly understood. In order to explore the immune microenvironment of AML patients after chemotherapy, we conducted this study for providing insights into precision medicine and immunotherapy of AML.</p><p><strong>Methods: </strong>In this study, we used single-cell RNA sequencing (scRNA-seq) to analyse the PBMC microenvironment from five AML patients treated with different chemotherapy regimens and six healthy donors. We compared the cell compositions in AML patients and healthy donors, and performed gene set enrichment analysis (GSEA), CellPhoneDB, and copy number variation (CNV) analysis.</p><p><strong>Results: </strong>Using scRNA-seq technology, 91,772 high quality cells of 44,950 PBMCs from AML patients and 46,822 PBMCs from healthy donors were classified as 14 major cell clusters. Our study revealed the sub-cluster diversity of T cells, natural killer (NK) cells, monocytes, dendritic cells (DCs), and haematopoietic stem cell progenitors (HSC-Prog) in AML patients under chemotherapy. NK cells and monocyte-DCs showed significant changes in transcription factor expression and chromosome copy number variation (CNV). We also observed significant heterogeneity in CNV and intercellular interaction networks in HSC-Prog cells.</p><p><strong>Conclusion: </strong>Our results elucidated the PBMC single-cell landscape and provided insights into precision medicine and immunotherapy for treating AML.</p>","PeriodicalId":49223,"journal":{"name":"Cellular Oncology","volume":" ","pages":"97-112"},"PeriodicalIF":4.9000,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10899424/pdf/","citationCount":"0","resultStr":"{\"title\":\"Single-cell transcriptomic profiling reveals immune cell heterogeneity in acute myeloid leukaemia peripheral blood mononuclear cells after chemotherapy.\",\"authors\":\"Xuqiao Hu, Dongyan Cao, Zhenru Zhou, Zhaoyang Wang, Jieying Zeng, Wen-Xu Hong\",\"doi\":\"10.1007/s13402-023-00853-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>Acute myeloid leukaemia (AML) is a heterogeneous disease characterised by the rapid clonal expansion of abnormally differentiated myeloid progenitor cells residing in a complex microenvironment. However, the immune cell types, status, and genome profile of the peripheral blood mononuclear cell (PBMC) microenvironment in AML patients after chemotherapy are poorly understood. In order to explore the immune microenvironment of AML patients after chemotherapy, we conducted this study for providing insights into precision medicine and immunotherapy of AML.</p><p><strong>Methods: </strong>In this study, we used single-cell RNA sequencing (scRNA-seq) to analyse the PBMC microenvironment from five AML patients treated with different chemotherapy regimens and six healthy donors. We compared the cell compositions in AML patients and healthy donors, and performed gene set enrichment analysis (GSEA), CellPhoneDB, and copy number variation (CNV) analysis.</p><p><strong>Results: </strong>Using scRNA-seq technology, 91,772 high quality cells of 44,950 PBMCs from AML patients and 46,822 PBMCs from healthy donors were classified as 14 major cell clusters. Our study revealed the sub-cluster diversity of T cells, natural killer (NK) cells, monocytes, dendritic cells (DCs), and haematopoietic stem cell progenitors (HSC-Prog) in AML patients under chemotherapy. NK cells and monocyte-DCs showed significant changes in transcription factor expression and chromosome copy number variation (CNV). We also observed significant heterogeneity in CNV and intercellular interaction networks in HSC-Prog cells.</p><p><strong>Conclusion: </strong>Our results elucidated the PBMC single-cell landscape and provided insights into precision medicine and immunotherapy for treating AML.</p>\",\"PeriodicalId\":49223,\"journal\":{\"name\":\"Cellular Oncology\",\"volume\":\" \",\"pages\":\"97-112\"},\"PeriodicalIF\":4.9000,\"publicationDate\":\"2024-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10899424/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cellular Oncology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s13402-023-00853-2\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2023/8/24 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"CELL BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cellular Oncology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s13402-023-00853-2","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/8/24 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
目的:急性髓性白血病(AML)是一种异质性疾病,其特征是居住在复杂微环境中的异常分化髓系祖细胞的快速克隆扩增。然而,人们对急性髓细胞白血病患者化疗后外周血单核细胞(PBMC)微环境中的免疫细胞类型、状态和基因组概况知之甚少。为了探索急性髓细胞性白血病患者化疗后的免疫微环境,我们开展了这项研究,以期为急性髓细胞性白血病的精准医疗和免疫治疗提供见解:在这项研究中,我们使用单细胞 RNA 测序(scRNA-seq)分析了五名接受不同化疗方案治疗的 AML 患者和六名健康供体的 PBMC 微环境。我们比较了AML患者和健康供体的细胞组成,并进行了基因组富集分析(GSEA)、CellPhoneDB和拷贝数变异(CNV)分析:利用 scRNA-seq 技术,从 44,950 例 AML 患者和 46,822 例健康供体的 PBMCs 中提取的 91,772 个高质量细胞被归类为 14 个主要细胞集群。我们的研究揭示了接受化疗的急性髓细胞性白血病患者的 T 细胞、自然杀伤(NK)细胞、单核细胞、树突状细胞(DC)和造血干细胞祖细胞(HSC-Prog)的亚群多样性。NK细胞和单核细胞-DC在转录因子表达和染色体拷贝数变异(CNV)方面出现了显著变化。我们还观察到 HSC-Prog 细胞的 CNV 和细胞间相互作用网络存在明显的异质性:我们的研究结果阐明了PBMC单细胞图谱,为治疗急性髓细胞白血病的精准医疗和免疫疗法提供了见解。
Single-cell transcriptomic profiling reveals immune cell heterogeneity in acute myeloid leukaemia peripheral blood mononuclear cells after chemotherapy.
Purpose: Acute myeloid leukaemia (AML) is a heterogeneous disease characterised by the rapid clonal expansion of abnormally differentiated myeloid progenitor cells residing in a complex microenvironment. However, the immune cell types, status, and genome profile of the peripheral blood mononuclear cell (PBMC) microenvironment in AML patients after chemotherapy are poorly understood. In order to explore the immune microenvironment of AML patients after chemotherapy, we conducted this study for providing insights into precision medicine and immunotherapy of AML.
Methods: In this study, we used single-cell RNA sequencing (scRNA-seq) to analyse the PBMC microenvironment from five AML patients treated with different chemotherapy regimens and six healthy donors. We compared the cell compositions in AML patients and healthy donors, and performed gene set enrichment analysis (GSEA), CellPhoneDB, and copy number variation (CNV) analysis.
Results: Using scRNA-seq technology, 91,772 high quality cells of 44,950 PBMCs from AML patients and 46,822 PBMCs from healthy donors were classified as 14 major cell clusters. Our study revealed the sub-cluster diversity of T cells, natural killer (NK) cells, monocytes, dendritic cells (DCs), and haematopoietic stem cell progenitors (HSC-Prog) in AML patients under chemotherapy. NK cells and monocyte-DCs showed significant changes in transcription factor expression and chromosome copy number variation (CNV). We also observed significant heterogeneity in CNV and intercellular interaction networks in HSC-Prog cells.
Conclusion: Our results elucidated the PBMC single-cell landscape and provided insights into precision medicine and immunotherapy for treating AML.
期刊介绍:
The Official Journal of the International Society for Cellular Oncology
Focuses on translational research
Addresses the conversion of cell biology to clinical applications
Cellular Oncology publishes scientific contributions from various biomedical and clinical disciplines involved in basic and translational cancer research on the cell and tissue level, technical and bioinformatics developments in this area, and clinical applications. This includes a variety of fields like genome technology, micro-arrays and other high-throughput techniques, genomic instability, SNP, DNA methylation, signaling pathways, DNA organization, (sub)microscopic imaging, proteomics, bioinformatics, functional effects of genomics, drug design and development, molecular diagnostics and targeted cancer therapies, genotype-phenotype interactions.
A major goal is to translate the latest developments in these fields from the research laboratory into routine patient management. To this end Cellular Oncology forms a platform of scientific information exchange between molecular biologists and geneticists, technical developers, pathologists, (medical) oncologists and other clinicians involved in the management of cancer patients.
In vitro studies are preferentially supported by validations in tumor tissue with clinicopathological associations.