Yan Cheng, Fumou Sun, Daisy V. Alapat, Visanu Wanchai, David Mery, Eric R. Siegel, Hongwei Xu, Sarah Johnson, Wancheng Guo, Clyde Bailey, Cody Ashby, Michael Anton Bauer, Samer Al Hadidi, Carolina Schinke, Sharmilan Thanendrarajan, Maurizio Zangari, Frits van Rhee, Guido Tricot, John D. Shaughnessy, Fenghuang Zhan
{"title":"多组学揭示多发性骨髓瘤及其前驱阶段的免疫微环境变化","authors":"Yan Cheng, Fumou Sun, Daisy V. Alapat, Visanu Wanchai, David Mery, Eric R. Siegel, Hongwei Xu, Sarah Johnson, Wancheng Guo, Clyde Bailey, Cody Ashby, Michael Anton Bauer, Samer Al Hadidi, Carolina Schinke, Sharmilan Thanendrarajan, Maurizio Zangari, Frits van Rhee, Guido Tricot, John D. Shaughnessy, Fenghuang Zhan","doi":"10.1038/s41408-024-01172-x","DOIUrl":null,"url":null,"abstract":"<p>Tumor immune microenvironmental alterations occur early in multiple myeloma (MM) development. In this study, we aim to systematically characterize the tumor immune microenvironment (TME) and the tumor-immune interactions from precursor stages, i.e., monoclonal gammopathy of undetermined significance (MGUS) and smoldering MM (SMM), to newly diagnosed MM, comparing these to healthy donors. Using CIBERSORT, mass cytometry (CyTOF), and single-cell RNA sequencing (scRNA-Seq), we examined innate and adaptive immune changes across these stages. We found a decrease in granulocytes in the TME predicts MM outcomes. HLA-DR is reduced in CD16<sup>+</sup> monocytes and plasmacytoid dendritic cells, while myeloid dendritic cells show decreased expression of stress and immune-response genes. NK cells and CD8<sup>+</sup> T cells shift from a GZMK<sup>+</sup> to a GZMB<sup>+</sup> cytotoxic phenotype in the TME, with increased inhibitory markers TIM3 and TIGIT. In paired samples, the proportion and gene expression pattern in patient-specific GZMB<sup>+</sup>CD8<sup>+</sup> T cells remain largely unchanged despite MM progression. Our findings provide a comprehensive immune landscape of MM and its precursors, offering insights into therapeutic strategies. Enhancing neutrophil and NK cell cytotoxicity, tumor antigen presentation, and CD8<sup>+</sup> T cell versatility in precursor stages may prevent MM progression.</p>","PeriodicalId":8989,"journal":{"name":"Blood Cancer Journal","volume":null,"pages":null},"PeriodicalIF":12.9000,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-omics reveal immune microenvironment alterations in multiple myeloma and its precursor stages\",\"authors\":\"Yan Cheng, Fumou Sun, Daisy V. Alapat, Visanu Wanchai, David Mery, Eric R. Siegel, Hongwei Xu, Sarah Johnson, Wancheng Guo, Clyde Bailey, Cody Ashby, Michael Anton Bauer, Samer Al Hadidi, Carolina Schinke, Sharmilan Thanendrarajan, Maurizio Zangari, Frits van Rhee, Guido Tricot, John D. Shaughnessy, Fenghuang Zhan\",\"doi\":\"10.1038/s41408-024-01172-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Tumor immune microenvironmental alterations occur early in multiple myeloma (MM) development. In this study, we aim to systematically characterize the tumor immune microenvironment (TME) and the tumor-immune interactions from precursor stages, i.e., monoclonal gammopathy of undetermined significance (MGUS) and smoldering MM (SMM), to newly diagnosed MM, comparing these to healthy donors. Using CIBERSORT, mass cytometry (CyTOF), and single-cell RNA sequencing (scRNA-Seq), we examined innate and adaptive immune changes across these stages. We found a decrease in granulocytes in the TME predicts MM outcomes. HLA-DR is reduced in CD16<sup>+</sup> monocytes and plasmacytoid dendritic cells, while myeloid dendritic cells show decreased expression of stress and immune-response genes. NK cells and CD8<sup>+</sup> T cells shift from a GZMK<sup>+</sup> to a GZMB<sup>+</sup> cytotoxic phenotype in the TME, with increased inhibitory markers TIM3 and TIGIT. In paired samples, the proportion and gene expression pattern in patient-specific GZMB<sup>+</sup>CD8<sup>+</sup> T cells remain largely unchanged despite MM progression. Our findings provide a comprehensive immune landscape of MM and its precursors, offering insights into therapeutic strategies. Enhancing neutrophil and NK cell cytotoxicity, tumor antigen presentation, and CD8<sup>+</sup> T cell versatility in precursor stages may prevent MM progression.</p>\",\"PeriodicalId\":8989,\"journal\":{\"name\":\"Blood Cancer Journal\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":12.9000,\"publicationDate\":\"2024-11-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Blood Cancer Journal\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1038/s41408-024-01172-x\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"HEMATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Blood Cancer Journal","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1038/s41408-024-01172-x","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEMATOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
肿瘤免疫微环境的改变发生在多发性骨髓瘤(MM)发展的早期。在这项研究中,我们旨在系统地描述肿瘤免疫微环境(TME)和肿瘤-免疫相互作用的特征,包括从前驱阶段(即意义未定的单克隆性淋巴瘤(MGUS)和烟雾型多发性骨髓瘤(SMM))到新诊断的多发性骨髓瘤,并将其与健康供体进行比较。我们使用 CIBERSORT、质谱细胞计数法(CyTOF)和单细胞 RNA 测序法(scRNA-Seq)研究了这些阶段的先天性免疫和适应性免疫变化。我们发现,TME 中粒细胞的减少可预测 MM 的预后。CD16+单核细胞和浆细胞树突状细胞中的HLA-DR减少,而髓系树突状细胞的应激和免疫反应基因表达减少。NK细胞和CD8+ T细胞在TME中从GZMK+转变为GZMB+细胞毒性表型,抑制标记物TIM3和TIGIT增加。在配对样本中,尽管 MM 病程进展,但患者特异性 GZMB+CD8+ T 细胞的比例和基因表达模式基本保持不变。我们的研究结果提供了 MM 及其前体的全面免疫图谱,为治疗策略提供了启示。增强中性粒细胞和 NK 细胞的细胞毒性、肿瘤抗原呈递以及前体阶段 CD8+ T 细胞的多功能性可能会阻止 MM 的进展。
Multi-omics reveal immune microenvironment alterations in multiple myeloma and its precursor stages
Tumor immune microenvironmental alterations occur early in multiple myeloma (MM) development. In this study, we aim to systematically characterize the tumor immune microenvironment (TME) and the tumor-immune interactions from precursor stages, i.e., monoclonal gammopathy of undetermined significance (MGUS) and smoldering MM (SMM), to newly diagnosed MM, comparing these to healthy donors. Using CIBERSORT, mass cytometry (CyTOF), and single-cell RNA sequencing (scRNA-Seq), we examined innate and adaptive immune changes across these stages. We found a decrease in granulocytes in the TME predicts MM outcomes. HLA-DR is reduced in CD16+ monocytes and plasmacytoid dendritic cells, while myeloid dendritic cells show decreased expression of stress and immune-response genes. NK cells and CD8+ T cells shift from a GZMK+ to a GZMB+ cytotoxic phenotype in the TME, with increased inhibitory markers TIM3 and TIGIT. In paired samples, the proportion and gene expression pattern in patient-specific GZMB+CD8+ T cells remain largely unchanged despite MM progression. Our findings provide a comprehensive immune landscape of MM and its precursors, offering insights into therapeutic strategies. Enhancing neutrophil and NK cell cytotoxicity, tumor antigen presentation, and CD8+ T cell versatility in precursor stages may prevent MM progression.
期刊介绍:
Blood Cancer Journal is dedicated to publishing high-quality articles related to hematologic malignancies and related disorders. The journal welcomes submissions of original research, reviews, guidelines, and letters that are deemed to have a significant impact in the field. While the journal covers a wide range of topics, it particularly focuses on areas such as:
Preclinical studies of new compounds, especially those that provide mechanistic insights
Clinical trials and observations
Reviews related to new drugs and current management of hematologic malignancies
Novel observations related to new mutations, molecular pathways, and tumor genomics
Blood Cancer Journal offers a forum for expedited publication of novel observations regarding new mutations or altered pathways.