Mara John, Moutaz Helal, Johannes Duell, Greta Mattavelli, Emilia Stanojkovska, Nazia Afrin, Alexander M Leipold, Maximilian J Steinhardt, Xiang Zhou, David Žihala, Anjana Anilkumar Sithara, Julia Mersi, Johannes M Waldschmidt, Christine Riedhammer, Sofie-Katrin Kadel, Marietta Truger, Rudolf A Werner, Claudia Haferlach, Hermann Einsele, Kai Kretzschmar, Tomáš Jelínek, Andreas Rosenwald, K Martin Kortüm, Angela Riedel, Leo Rasche
{"title":"空间转录组学揭示了髓外骨髓瘤深刻的亚克隆异质性和T细胞功能障碍。","authors":"Mara John, Moutaz Helal, Johannes Duell, Greta Mattavelli, Emilia Stanojkovska, Nazia Afrin, Alexander M Leipold, Maximilian J Steinhardt, Xiang Zhou, David Žihala, Anjana Anilkumar Sithara, Julia Mersi, Johannes M Waldschmidt, Christine Riedhammer, Sofie-Katrin Kadel, Marietta Truger, Rudolf A Werner, Claudia Haferlach, Hermann Einsele, Kai Kretzschmar, Tomáš Jelínek, Andreas Rosenwald, K Martin Kortüm, Angela Riedel, Leo Rasche","doi":"10.1182/blood.2024024590","DOIUrl":null,"url":null,"abstract":"<p><strong>Abstract: </strong>Extramedullary disease (EMD) is a high-risk feature of multiple myeloma (MM) and remains a poor prognostic factor, even in the era of novel immunotherapies. Here, we applied spatial transcriptomics (RNA tomography for spatially resolved transcriptomics [tomo-seq] [n = 2] and 10x Visium [n = 12]) and single-cell RNA sequencing (n = 3) to a set of 14 EMD biopsies to dissect the 3-dimensional architecture of tumor cells and their microenvironment. Overall, infiltrating immune and stromal cells showed both intrapatient and interpatient variations, with no uniform distribution over the lesion. We observed substantial heterogeneity at the copy number level within plasma cells, including the emergence of new subclones in circumscribed areas of the tumor, which is consistent with genomic instability. We further identified the spatial expression differences between GPRC5D and TNFRSF17, 2 important antigens for bispecific antibody therapy. EMD masses were infiltrated by various immune cells, including T cells. Notably, exhausted TIM3+/PD-1+ T cells diffusely colocalized with MM cells, whereas functional and activated CD8+ T cells showed a focal infiltration pattern along with M1 macrophages in tumor-free regions. This segregation of fit and exhausted T cells was resolved in the case of response to T-cell-engaging bispecific antibodies. MM and microenvironment cells were embedded in a complex network that influenced immune activation and angiogenesis, and oxidative phosphorylation represented the major metabolic program within EMD lesions. In summary, spatial transcriptomics has revealed a multicellular ecosystem in EMD with checkpoint inhibition and dual targeting as potential new therapeutic avenues.</p>","PeriodicalId":9102,"journal":{"name":"Blood","volume":null,"pages":null},"PeriodicalIF":21.0000,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Spatial transcriptomics reveals profound subclonal heterogeneity and T-cell dysfunction in extramedullary myeloma.\",\"authors\":\"Mara John, Moutaz Helal, Johannes Duell, Greta Mattavelli, Emilia Stanojkovska, Nazia Afrin, Alexander M Leipold, Maximilian J Steinhardt, Xiang Zhou, David Žihala, Anjana Anilkumar Sithara, Julia Mersi, Johannes M Waldschmidt, Christine Riedhammer, Sofie-Katrin Kadel, Marietta Truger, Rudolf A Werner, Claudia Haferlach, Hermann Einsele, Kai Kretzschmar, Tomáš Jelínek, Andreas Rosenwald, K Martin Kortüm, Angela Riedel, Leo Rasche\",\"doi\":\"10.1182/blood.2024024590\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Abstract: </strong>Extramedullary disease (EMD) is a high-risk feature of multiple myeloma (MM) and remains a poor prognostic factor, even in the era of novel immunotherapies. Here, we applied spatial transcriptomics (RNA tomography for spatially resolved transcriptomics [tomo-seq] [n = 2] and 10x Visium [n = 12]) and single-cell RNA sequencing (n = 3) to a set of 14 EMD biopsies to dissect the 3-dimensional architecture of tumor cells and their microenvironment. Overall, infiltrating immune and stromal cells showed both intrapatient and interpatient variations, with no uniform distribution over the lesion. We observed substantial heterogeneity at the copy number level within plasma cells, including the emergence of new subclones in circumscribed areas of the tumor, which is consistent with genomic instability. We further identified the spatial expression differences between GPRC5D and TNFRSF17, 2 important antigens for bispecific antibody therapy. EMD masses were infiltrated by various immune cells, including T cells. 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Spatial transcriptomics reveals profound subclonal heterogeneity and T-cell dysfunction in extramedullary myeloma.
Abstract: Extramedullary disease (EMD) is a high-risk feature of multiple myeloma (MM) and remains a poor prognostic factor, even in the era of novel immunotherapies. Here, we applied spatial transcriptomics (RNA tomography for spatially resolved transcriptomics [tomo-seq] [n = 2] and 10x Visium [n = 12]) and single-cell RNA sequencing (n = 3) to a set of 14 EMD biopsies to dissect the 3-dimensional architecture of tumor cells and their microenvironment. Overall, infiltrating immune and stromal cells showed both intrapatient and interpatient variations, with no uniform distribution over the lesion. We observed substantial heterogeneity at the copy number level within plasma cells, including the emergence of new subclones in circumscribed areas of the tumor, which is consistent with genomic instability. We further identified the spatial expression differences between GPRC5D and TNFRSF17, 2 important antigens for bispecific antibody therapy. EMD masses were infiltrated by various immune cells, including T cells. Notably, exhausted TIM3+/PD-1+ T cells diffusely colocalized with MM cells, whereas functional and activated CD8+ T cells showed a focal infiltration pattern along with M1 macrophages in tumor-free regions. This segregation of fit and exhausted T cells was resolved in the case of response to T-cell-engaging bispecific antibodies. MM and microenvironment cells were embedded in a complex network that influenced immune activation and angiogenesis, and oxidative phosphorylation represented the major metabolic program within EMD lesions. In summary, spatial transcriptomics has revealed a multicellular ecosystem in EMD with checkpoint inhibition and dual targeting as potential new therapeutic avenues.
期刊介绍:
Blood, the official journal of the American Society of Hematology, published online and in print, provides an international forum for the publication of original articles describing basic laboratory, translational, and clinical investigations in hematology. Primary research articles will be published under the following scientific categories: Clinical Trials and Observations; Gene Therapy; Hematopoiesis and Stem Cells; Immunobiology and Immunotherapy scope; Myeloid Neoplasia; Lymphoid Neoplasia; Phagocytes, Granulocytes and Myelopoiesis; Platelets and Thrombopoiesis; Red Cells, Iron and Erythropoiesis; Thrombosis and Hemostasis; Transfusion Medicine; Transplantation; and Vascular Biology. Papers can be listed under more than one category as appropriate.