OTME-23. Single-cell transcriptomic and epigenomic immune landscape of isocitrate dehydrogenase stratified human gliomas
Abstract The brain tumor immune microenvironment (TIME) continuously evolves during glioma progression, but a comprehensive characterization of the glioma-centric immune cell repertoire beyond a priori cell states is uncharted. In this study, we performed single-cell RNA-sequencing (scRNA-seq) and s...
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creator | Gupta, Pravesh Dang, Minghao Hao, Dapeng Bojja, Krishna Tran, Tuan M Shehwana, Huma Kamiya-Matsuoka, Carlos Li, Jianzhuo Audia, Alessandra Kassab, Cynthia Ott, Martina Gumin, Joy Alenazy, Sanaalarab Goldman, Alicia Seth, Sahil A Maheshwari, Atul Balasubramaniyan, Veerakumar Vaillant, Brian de Groot, John F Lang, Frederick F Iavarone, Antonio Navin, Nicholas E Heimberger, Amy B Wang, Linghua Bhat, Krishna P |
description | Abstract
The brain tumor immune microenvironment (TIME) continuously evolves during glioma progression, but a comprehensive characterization of the glioma-centric immune cell repertoire beyond a priori cell states is uncharted. In this study, we performed single-cell RNA-sequencing (scRNA-seq) and single cell- Assay for Transposase-Accessible Chromatin using sequencing (sc-ATAC-seq) on ~100,000 tumor-associated immune cells from seventeen isocitrate dehydrogenase (IDH) mutation classified primary and recurrent human gliomas and non-glioma brains (NGBs). Our analyses revealed sixty-two transcriptionally distinct myeloid and lymphoid cell states within and across glioma subtypes and we noted microglial attrition with increasing disease severity concomitant with invading monocyte-derived cells and lymphocytes. Specifically, certain microglial and monocyte-derived subpopulations were associated with antigen presentation gene modules, akin to cross-presenting dendritic cells (DCs). We identified cytotoxic T cells with poly-functional cytolytic states mostly in recurrent IDH-wt gliomas. Furthermore, ligand-receptor interactome analyses showed a preponderance of antigen presentation and phagocytosis over the checkpoint axis in IDH-wt compared to IDH-mut gliomas.
Additionally, our sc-ATAC-seq analyses revealed differences in regulatory networks in NGBs, IDH-mut and IDH-wt glioma associated immune cells. In particular, we noted abundant usage of inflammatory transcription factors (TFs) as exemplified by Nuclear factor kappa B and Activator Protein-1 TF family in IDH-wt microglia when compared with microglia from IDH-mut and NGBs. Unique features such as amplification of 11- Zinc Finger Protein accessibility were restricted to monocyte derived cells and were not observed in microglia. Finally, sc-ATAC-seq profiles of CD8+ exhausted T cells from IDH-wt showed strong enhancer accessibility on Cytotoxic T-lymphocyte-associated protein 4, Layilin and Hepatitis A Virus Cellular Receptor 2 but no enrichment on PDCD1 (gene encoding Programmed cell death protein 1) was seen. In summary, our study provides unprecedented granular detail of transcriptionally defined glioma- specific immune contexture that can be exploited for immunotherapy applications.
This study in K.B. laboratory was supported by the generous philanthropic contributions to The University of Texas (UT) MD Anderson Cancer Center (MDACC) Moon Shots Program™, Marnie Rose Foundation, NIH grants: R21 CA222992 and |
doi_str_mv | 10.1093/noajnl/vdab070.074 |
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The brain tumor immune microenvironment (TIME) continuously evolves during glioma progression, but a comprehensive characterization of the glioma-centric immune cell repertoire beyond a priori cell states is uncharted. In this study, we performed single-cell RNA-sequencing (scRNA-seq) and single cell- Assay for Transposase-Accessible Chromatin using sequencing (sc-ATAC-seq) on ~100,000 tumor-associated immune cells from seventeen isocitrate dehydrogenase (IDH) mutation classified primary and recurrent human gliomas and non-glioma brains (NGBs). Our analyses revealed sixty-two transcriptionally distinct myeloid and lymphoid cell states within and across glioma subtypes and we noted microglial attrition with increasing disease severity concomitant with invading monocyte-derived cells and lymphocytes. Specifically, certain microglial and monocyte-derived subpopulations were associated with antigen presentation gene modules, akin to cross-presenting dendritic cells (DCs). We identified cytotoxic T cells with poly-functional cytolytic states mostly in recurrent IDH-wt gliomas. Furthermore, ligand-receptor interactome analyses showed a preponderance of antigen presentation and phagocytosis over the checkpoint axis in IDH-wt compared to IDH-mut gliomas.
Additionally, our sc-ATAC-seq analyses revealed differences in regulatory networks in NGBs, IDH-mut and IDH-wt glioma associated immune cells. In particular, we noted abundant usage of inflammatory transcription factors (TFs) as exemplified by Nuclear factor kappa B and Activator Protein-1 TF family in IDH-wt microglia when compared with microglia from IDH-mut and NGBs. Unique features such as amplification of 11- Zinc Finger Protein accessibility were restricted to monocyte derived cells and were not observed in microglia. Finally, sc-ATAC-seq profiles of CD8+ exhausted T cells from IDH-wt showed strong enhancer accessibility on Cytotoxic T-lymphocyte-associated protein 4, Layilin and Hepatitis A Virus Cellular Receptor 2 but no enrichment on PDCD1 (gene encoding Programmed cell death protein 1) was seen. In summary, our study provides unprecedented granular detail of transcriptionally defined glioma- specific immune contexture that can be exploited for immunotherapy applications.
This study in K.B. laboratory was supported by the generous philanthropic contributions to The University of Texas (UT) MD Anderson Cancer Center (MDACC) Moon Shots Program™, Marnie Rose Foundation, NIH grants: R21 CA222992 and R01CA225963. This study was partly supported by the UT MDACC start-up research fund to L.W. and CPRIT Single Core grant RP180684 to N. E. N.</description><identifier>ISSN: 2632-2498</identifier><identifier>EISSN: 2632-2498</identifier><identifier>DOI: 10.1093/noajnl/vdab070.074</identifier><language>eng</language><publisher>US: Oxford University Press</publisher><subject>Supplement Abstracts</subject><ispartof>Neuro-oncology advances, 2021-07, Vol.3 (Supplement_2), p.ii18-ii18</ispartof><rights>The Author(s) 2021. Published by Oxford University Press, the Society for Neuro-Oncology and the European Association of Neuro-Oncology. 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8264920/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8264920/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,725,778,782,862,883,27907,27908,53774,53776</link.rule.ids></links><search><creatorcontrib>Gupta, Pravesh</creatorcontrib><creatorcontrib>Dang, Minghao</creatorcontrib><creatorcontrib>Hao, Dapeng</creatorcontrib><creatorcontrib>Bojja, Krishna</creatorcontrib><creatorcontrib>Tran, Tuan M</creatorcontrib><creatorcontrib>Shehwana, Huma</creatorcontrib><creatorcontrib>Kamiya-Matsuoka, Carlos</creatorcontrib><creatorcontrib>Li, Jianzhuo</creatorcontrib><creatorcontrib>Audia, Alessandra</creatorcontrib><creatorcontrib>Kassab, Cynthia</creatorcontrib><creatorcontrib>Ott, Martina</creatorcontrib><creatorcontrib>Gumin, Joy</creatorcontrib><creatorcontrib>Alenazy, Sanaalarab</creatorcontrib><creatorcontrib>Goldman, Alicia</creatorcontrib><creatorcontrib>Seth, Sahil A</creatorcontrib><creatorcontrib>Maheshwari, Atul</creatorcontrib><creatorcontrib>Balasubramaniyan, Veerakumar</creatorcontrib><creatorcontrib>Vaillant, Brian</creatorcontrib><creatorcontrib>de Groot, John F</creatorcontrib><creatorcontrib>Lang, Frederick F</creatorcontrib><creatorcontrib>Iavarone, Antonio</creatorcontrib><creatorcontrib>Navin, Nicholas E</creatorcontrib><creatorcontrib>Heimberger, Amy B</creatorcontrib><creatorcontrib>Wang, Linghua</creatorcontrib><creatorcontrib>Bhat, Krishna P</creatorcontrib><title>OTME-23. Single-cell transcriptomic and epigenomic immune landscape of isocitrate dehydrogenase stratified human gliomas</title><title>Neuro-oncology advances</title><description>Abstract
The brain tumor immune microenvironment (TIME) continuously evolves during glioma progression, but a comprehensive characterization of the glioma-centric immune cell repertoire beyond a priori cell states is uncharted. In this study, we performed single-cell RNA-sequencing (scRNA-seq) and single cell- Assay for Transposase-Accessible Chromatin using sequencing (sc-ATAC-seq) on ~100,000 tumor-associated immune cells from seventeen isocitrate dehydrogenase (IDH) mutation classified primary and recurrent human gliomas and non-glioma brains (NGBs). Our analyses revealed sixty-two transcriptionally distinct myeloid and lymphoid cell states within and across glioma subtypes and we noted microglial attrition with increasing disease severity concomitant with invading monocyte-derived cells and lymphocytes. Specifically, certain microglial and monocyte-derived subpopulations were associated with antigen presentation gene modules, akin to cross-presenting dendritic cells (DCs). We identified cytotoxic T cells with poly-functional cytolytic states mostly in recurrent IDH-wt gliomas. Furthermore, ligand-receptor interactome analyses showed a preponderance of antigen presentation and phagocytosis over the checkpoint axis in IDH-wt compared to IDH-mut gliomas.
Additionally, our sc-ATAC-seq analyses revealed differences in regulatory networks in NGBs, IDH-mut and IDH-wt glioma associated immune cells. In particular, we noted abundant usage of inflammatory transcription factors (TFs) as exemplified by Nuclear factor kappa B and Activator Protein-1 TF family in IDH-wt microglia when compared with microglia from IDH-mut and NGBs. Unique features such as amplification of 11- Zinc Finger Protein accessibility were restricted to monocyte derived cells and were not observed in microglia. Finally, sc-ATAC-seq profiles of CD8+ exhausted T cells from IDH-wt showed strong enhancer accessibility on Cytotoxic T-lymphocyte-associated protein 4, Layilin and Hepatitis A Virus Cellular Receptor 2 but no enrichment on PDCD1 (gene encoding Programmed cell death protein 1) was seen. In summary, our study provides unprecedented granular detail of transcriptionally defined glioma- specific immune contexture that can be exploited for immunotherapy applications.
This study in K.B. laboratory was supported by the generous philanthropic contributions to The University of Texas (UT) MD Anderson Cancer Center (MDACC) Moon Shots Program™, Marnie Rose Foundation, NIH grants: R21 CA222992 and R01CA225963. This study was partly supported by the UT MDACC start-up research fund to L.W. and CPRIT Single Core grant RP180684 to N. E. 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Single-cell transcriptomic and epigenomic immune landscape of isocitrate dehydrogenase stratified human gliomas</title><author>Gupta, Pravesh ; Dang, Minghao ; Hao, Dapeng ; Bojja, Krishna ; Tran, Tuan M ; Shehwana, Huma ; Kamiya-Matsuoka, Carlos ; Li, Jianzhuo ; Audia, Alessandra ; Kassab, Cynthia ; Ott, Martina ; Gumin, Joy ; Alenazy, Sanaalarab ; Goldman, Alicia ; Seth, Sahil A ; Maheshwari, Atul ; Balasubramaniyan, Veerakumar ; Vaillant, Brian ; de Groot, John F ; Lang, Frederick F ; Iavarone, Antonio ; Navin, Nicholas E ; Heimberger, Amy B ; Wang, Linghua ; Bhat, Krishna P</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1804-b7eb6e56b26d8f898884f8c8bee78a1dad52114deeca49946c87fcb40c1ac4ce3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Supplement Abstracts</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gupta, Pravesh</creatorcontrib><creatorcontrib>Dang, Minghao</creatorcontrib><creatorcontrib>Hao, Dapeng</creatorcontrib><creatorcontrib>Bojja, Krishna</creatorcontrib><creatorcontrib>Tran, Tuan M</creatorcontrib><creatorcontrib>Shehwana, Huma</creatorcontrib><creatorcontrib>Kamiya-Matsuoka, Carlos</creatorcontrib><creatorcontrib>Li, Jianzhuo</creatorcontrib><creatorcontrib>Audia, Alessandra</creatorcontrib><creatorcontrib>Kassab, Cynthia</creatorcontrib><creatorcontrib>Ott, Martina</creatorcontrib><creatorcontrib>Gumin, Joy</creatorcontrib><creatorcontrib>Alenazy, Sanaalarab</creatorcontrib><creatorcontrib>Goldman, Alicia</creatorcontrib><creatorcontrib>Seth, Sahil A</creatorcontrib><creatorcontrib>Maheshwari, Atul</creatorcontrib><creatorcontrib>Balasubramaniyan, Veerakumar</creatorcontrib><creatorcontrib>Vaillant, Brian</creatorcontrib><creatorcontrib>de Groot, John F</creatorcontrib><creatorcontrib>Lang, Frederick F</creatorcontrib><creatorcontrib>Iavarone, Antonio</creatorcontrib><creatorcontrib>Navin, Nicholas E</creatorcontrib><creatorcontrib>Heimberger, Amy B</creatorcontrib><creatorcontrib>Wang, Linghua</creatorcontrib><creatorcontrib>Bhat, Krishna P</creatorcontrib><collection>Oxford Journals Open Access Collection</collection><collection>CrossRef</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Neuro-oncology advances</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gupta, Pravesh</au><au>Dang, Minghao</au><au>Hao, Dapeng</au><au>Bojja, Krishna</au><au>Tran, Tuan M</au><au>Shehwana, Huma</au><au>Kamiya-Matsuoka, Carlos</au><au>Li, Jianzhuo</au><au>Audia, Alessandra</au><au>Kassab, Cynthia</au><au>Ott, Martina</au><au>Gumin, Joy</au><au>Alenazy, Sanaalarab</au><au>Goldman, Alicia</au><au>Seth, Sahil A</au><au>Maheshwari, Atul</au><au>Balasubramaniyan, Veerakumar</au><au>Vaillant, Brian</au><au>de Groot, John F</au><au>Lang, Frederick F</au><au>Iavarone, Antonio</au><au>Navin, Nicholas E</au><au>Heimberger, Amy B</au><au>Wang, Linghua</au><au>Bhat, Krishna P</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>OTME-23. Single-cell transcriptomic and epigenomic immune landscape of isocitrate dehydrogenase stratified human gliomas</atitle><jtitle>Neuro-oncology advances</jtitle><date>2021-07-05</date><risdate>2021</risdate><volume>3</volume><issue>Supplement_2</issue><spage>ii18</spage><epage>ii18</epage><pages>ii18-ii18</pages><issn>2632-2498</issn><eissn>2632-2498</eissn><abstract>Abstract
The brain tumor immune microenvironment (TIME) continuously evolves during glioma progression, but a comprehensive characterization of the glioma-centric immune cell repertoire beyond a priori cell states is uncharted. In this study, we performed single-cell RNA-sequencing (scRNA-seq) and single cell- Assay for Transposase-Accessible Chromatin using sequencing (sc-ATAC-seq) on ~100,000 tumor-associated immune cells from seventeen isocitrate dehydrogenase (IDH) mutation classified primary and recurrent human gliomas and non-glioma brains (NGBs). Our analyses revealed sixty-two transcriptionally distinct myeloid and lymphoid cell states within and across glioma subtypes and we noted microglial attrition with increasing disease severity concomitant with invading monocyte-derived cells and lymphocytes. Specifically, certain microglial and monocyte-derived subpopulations were associated with antigen presentation gene modules, akin to cross-presenting dendritic cells (DCs). We identified cytotoxic T cells with poly-functional cytolytic states mostly in recurrent IDH-wt gliomas. Furthermore, ligand-receptor interactome analyses showed a preponderance of antigen presentation and phagocytosis over the checkpoint axis in IDH-wt compared to IDH-mut gliomas.
Additionally, our sc-ATAC-seq analyses revealed differences in regulatory networks in NGBs, IDH-mut and IDH-wt glioma associated immune cells. In particular, we noted abundant usage of inflammatory transcription factors (TFs) as exemplified by Nuclear factor kappa B and Activator Protein-1 TF family in IDH-wt microglia when compared with microglia from IDH-mut and NGBs. Unique features such as amplification of 11- Zinc Finger Protein accessibility were restricted to monocyte derived cells and were not observed in microglia. Finally, sc-ATAC-seq profiles of CD8+ exhausted T cells from IDH-wt showed strong enhancer accessibility on Cytotoxic T-lymphocyte-associated protein 4, Layilin and Hepatitis A Virus Cellular Receptor 2 but no enrichment on PDCD1 (gene encoding Programmed cell death protein 1) was seen. In summary, our study provides unprecedented granular detail of transcriptionally defined glioma- specific immune contexture that can be exploited for immunotherapy applications.
This study in K.B. laboratory was supported by the generous philanthropic contributions to The University of Texas (UT) MD Anderson Cancer Center (MDACC) Moon Shots Program™, Marnie Rose Foundation, NIH grants: R21 CA222992 and R01CA225963. This study was partly supported by the UT MDACC start-up research fund to L.W. and CPRIT Single Core grant RP180684 to N. E. N.</abstract><cop>US</cop><pub>Oxford University Press</pub><doi>10.1093/noajnl/vdab070.074</doi><oa>free_for_read</oa></addata></record> |
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title | OTME-23. Single-cell transcriptomic and epigenomic immune landscape of isocitrate dehydrogenase stratified human gliomas |
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