Single-Cell Transcriptomic Analysis of Kaposi Sarcoma
Kaposi Sarcoma (KS) is a complex tumor caused by KS-associated herpesvirus 8 (KSHV). Histological analysis reveals a mixture of “spindle cells”, vascular-like spaces, extravasated erythrocytes, and immune cells. In order to elucidate the infected and uninfected cell types in KS tumors, we examined t...
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Published in | PLoS pathogens Vol. 21; no. 4; p. e1012233 |
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01.04.2025
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Abstract | Kaposi Sarcoma (KS) is a complex tumor caused by KS-associated herpesvirus 8 (KSHV). Histological analysis reveals a mixture of “spindle cells”, vascular-like spaces, extravasated erythrocytes, and immune cells. In order to elucidate the infected and uninfected cell types in KS tumors, we examined twenty-five skin and blood samples from sixteen subjects by single cell RNA sequence analyses. Two populations of KSHV-infected cells were identified, one of which represented a CD34 -negative proliferative fraction of endothelial cells, and the second representing CD34 -positive cells expressing endothelial genes found in a variety of cell types including high endothelial venules, fenestrated capillaries, and endothelial tip cells. Although both infected clusters contained cells expressing lytic and latent KSHV genes, the CD34 + cells expressed more K5 and less K12. Novel cellular biomarkers were identified in the KSHV infected cells, including the sodium channel SCN9A. The number of KSHV positive cells was found to be less than 10% of total tumor cells in all samples and correlated inversely with tumor-infiltrating immune cells. T-cell receptor clones were expanded in KS tumors and blood, although in differing magnitudes. Changes in cellular composition in KS tumors after treatment with antiretroviral therapy alone, or immunotherapy were noted. These studies demonstrate the feasibility of single cell analyses to identify prognostic and predictive biomarkers. |
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AbstractList | Kaposi Sarcoma (KS) is a complex tumor caused by KS-associated herpesvirus 8 (KSHV). Histological analysis reveals a mixture of "spindle cells", vascular-like spaces, extravasated erythrocytes, and immune cells. In order to elucidate the infected and uninfected cell types in KS tumors, we examined twenty-five skin and blood samples from sixteen subjects by single cell RNA sequence analyses. Two populations of KSHV-infected cells were identified, one of which represented a CD34-negative proliferative fraction of endothelial cells, and the second representing CD34-positive cells expressing endothelial genes found in a variety of cell types including high endothelial venules, fenestrated capillaries, and endothelial tip cells. Although both infected clusters contained cells expressing lytic and latent KSHV genes, the CD34+ cells expressed more K5 and less K12. Novel cellular biomarkers were identified in the KSHV infected cells, including the sodium channel SCN9A. The number of KSHV positive cells was found to be less than 10% of total tumor cells in all samples and correlated inversely with tumor-infiltrating immune cells. T-cell receptor clones were expanded in KS tumors and blood, although in differing magnitudes. Changes in cellular composition in KS tumors after treatment with antiretroviral therapy alone, or immunotherapy were noted. These studies demonstrate the feasibility of single cell analyses to identify prognostic and predictive biomarkers. Kaposi Sarcoma (KS) is a complex tumor caused by KS-associated herpesvirus 8 (KSHV). Histological analysis reveals a mixture of "spindle cells", vascular-like spaces, extravasated erythrocytes, and immune cells. In order to elucidate the infected and uninfected cell types in KS tumors, we examined twenty-five skin and blood samples from sixteen subjects by single cell RNA sequence analyses. Two populations of KSHV-infected cells were identified, one of which represented a CD34-negative proliferative fraction of endothelial cells, and the second representing CD34-positive cells expressing endothelial genes found in a variety of cell types including high endothelial venules, fenestrated capillaries, and endothelial tip cells. Although both infected clusters contained cells expressing lytic and latent KSHV genes, the CD34+ cells expressed more K5 and less K12. Novel cellular biomarkers were identified in the KSHV infected cells, including the sodium channel SCN9A. The number of KSHV positive cells was found to be less than 10% of total tumor cells in all samples and correlated inversely with tumor-infiltrating immune cells. T-cell receptor clones were expanded in KS tumors and blood, although in differing magnitudes. Changes in cellular composition in KS tumors after treatment with antiretroviral therapy alone, or immunotherapy were noted. These studies demonstrate the feasibility of single cell analyses to identify prognostic and predictive biomarkers.Kaposi Sarcoma (KS) is a complex tumor caused by KS-associated herpesvirus 8 (KSHV). Histological analysis reveals a mixture of "spindle cells", vascular-like spaces, extravasated erythrocytes, and immune cells. In order to elucidate the infected and uninfected cell types in KS tumors, we examined twenty-five skin and blood samples from sixteen subjects by single cell RNA sequence analyses. Two populations of KSHV-infected cells were identified, one of which represented a CD34-negative proliferative fraction of endothelial cells, and the second representing CD34-positive cells expressing endothelial genes found in a variety of cell types including high endothelial venules, fenestrated capillaries, and endothelial tip cells. Although both infected clusters contained cells expressing lytic and latent KSHV genes, the CD34+ cells expressed more K5 and less K12. Novel cellular biomarkers were identified in the KSHV infected cells, including the sodium channel SCN9A. The number of KSHV positive cells was found to be less than 10% of total tumor cells in all samples and correlated inversely with tumor-infiltrating immune cells. T-cell receptor clones were expanded in KS tumors and blood, although in differing magnitudes. Changes in cellular composition in KS tumors after treatment with antiretroviral therapy alone, or immunotherapy were noted. These studies demonstrate the feasibility of single cell analyses to identify prognostic and predictive biomarkers. Kaposi Sarcoma (KS) is a complex tumor caused by KS-associated herpesvirus 8 (KSHV). Histological analysis reveals a mixture of “spindle cells”, vascular-like spaces, extravasated erythrocytes, and immune cells. In order to elucidate the infected and uninfected cell types in KS tumors, we examined twenty-five skin and blood samples from sixteen subjects by single cell RNA sequence analyses. Two populations of KSHV-infected cells were identified, one of which represented a CD34 -negative proliferative fraction of endothelial cells, and the second representing CD34 -positive cells expressing endothelial genes found in a variety of cell types including high endothelial venules, fenestrated capillaries, and endothelial tip cells. Although both infected clusters contained cells expressing lytic and latent KSHV genes, the CD34 + cells expressed more K5 and less K12. Novel cellular biomarkers were identified in the KSHV infected cells, including the sodium channel SCN9A. The number of KSHV positive cells was found to be less than 10% of total tumor cells in all samples and correlated inversely with tumor-infiltrating immune cells. T-cell receptor clones were expanded in KS tumors and blood, although in differing magnitudes. Changes in cellular composition in KS tumors after treatment with antiretroviral therapy alone, or immunotherapy were noted. These studies demonstrate the feasibility of single cell analyses to identify prognostic and predictive biomarkers. Kaposi sarcoma (KS) is a malignancy caused by the KS-associated herpesvirus (KSHV) that causes skin lesions, and may also be found in lymph nodes, lungs, gastrointestinal tract, and other organs in immunosuppressed individuals more commonly than immunocompetent subjects. The current study examined gene expression in single cells from the tumor and blood of these subjects, and it identified the characteristics of the complex mixtures of cells in the tumor. In each tumor, two populations of KSHV infected endothelial cells were found, highly transcriptionally active and proliferative subsets, respectively. Both clusters included cells expressing lytic and latent KSHV genes. In addition, new biomarkers of KSHV infected cells were identified, such as voltage gated ion channel transcripts. The number of KSHV positive cells was inversely proportional to immune cell numbers in skin tumors. In addition, changes in the cellular composition were noted with therapeutic interventions, with elevated expression of genes associated with tumor infiltrating CD8+ T cells. |
Audience | Academic |
Author | Ratner, Lee Joseph, Ancy Risch, Isabel Simonson, Paul Harding, John Rauch, Daniel A. Ramos, Paula Valiño Griffith, Obi Griffith, Malachi Khanfar, Mariam Fahad, Anam |
AuthorAffiliation | 1 Department of Medicine, Washington University School of Medicine, St Louis, Missouri, United States of America 2 Department of Molecular Microbiology, Washington University School of Medicine, St Louis, Missouri, United States of America University of Colorado Denver School of Medicine, UNITED STATES OF AMERICA 4 Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York, United States of America 3 Department of Genetics, Washington University School of Medicine, St Louis, Missouri, United States of America |
AuthorAffiliation_xml | – name: 1 Department of Medicine, Washington University School of Medicine, St Louis, Missouri, United States of America – name: 2 Department of Molecular Microbiology, Washington University School of Medicine, St Louis, Missouri, United States of America – name: 4 Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York, United States of America – name: University of Colorado Denver School of Medicine, UNITED STATES OF AMERICA – name: 3 Department of Genetics, Washington University School of Medicine, St Louis, Missouri, United States of America |
Author_xml | – sequence: 1 givenname: Daniel A. surname: Rauch fullname: Rauch, Daniel A. – sequence: 2 givenname: Paula Valiño surname: Ramos fullname: Ramos, Paula Valiño – sequence: 3 givenname: Mariam surname: Khanfar fullname: Khanfar, Mariam – sequence: 4 givenname: John surname: Harding fullname: Harding, John – sequence: 5 givenname: Ancy surname: Joseph fullname: Joseph, Ancy – sequence: 6 givenname: Anam surname: Fahad fullname: Fahad, Anam – sequence: 7 givenname: Paul surname: Simonson fullname: Simonson, Paul – sequence: 8 givenname: Isabel surname: Risch fullname: Risch, Isabel – sequence: 9 givenname: Obi surname: Griffith fullname: Griffith, Obi – sequence: 10 givenname: Malachi surname: Griffith fullname: Griffith, Malachi – sequence: 11 givenname: Lee orcidid: 0000-0003-2744-7294 surname: Ratner fullname: Ratner, Lee |
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Snippet | Kaposi Sarcoma (KS) is a complex tumor caused by KS-associated herpesvirus 8 (KSHV). Histological analysis reveals a mixture of “spindle cells”, vascular-like... Kaposi Sarcoma (KS) is a complex tumor caused by KS-associated herpesvirus 8 (KSHV). Histological analysis reveals a mixture of "spindle cells", vascular-like... |
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SubjectTerms | Aged Analysis B cells Biology and Life Sciences Causes of Cell populations Development and progression Endothelial Cells - metabolism Endothelial Cells - pathology Endothelial Cells - virology Endothelium Female Gene Expression Profiling Genes Herpesvirus 8, Human - genetics Human herpesvirus 8 Humans Identification and classification Ipilimumab Kaposi's sarcoma Male Medicine and health sciences Methods Middle Aged Physiological aspects Research and Analysis Methods RNA sequencing Sarcoma, Kaposi - genetics Sarcoma, Kaposi - metabolism Sarcoma, Kaposi - pathology Sarcoma, Kaposi - virology Single-Cell Analysis - methods Skin Transcriptome |
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Title | Single-Cell Transcriptomic Analysis of Kaposi Sarcoma |
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