161 Single-Cell RNA-seq Highlights Immune-Driven Gender Differences in Glioblastoma. (April 2023)
- Record Type:
- Journal Article
- Title:
- 161 Single-Cell RNA-seq Highlights Immune-Driven Gender Differences in Glioblastoma. (April 2023)
- Main Title:
- 161 Single-Cell RNA-seq Highlights Immune-Driven Gender Differences in Glioblastoma
- Authors:
- Wang, Elaina
Young, Jacob
Chen, Jia-Shu
Aghi, Manish Kumar - Abstract:
- Abstract : INTRODUCTION: Glioblastoma (GBM) is the most common primary malignant brain tumor and has a 1.6-fold higher incidence and shorter survival in men versus women. Gene expression differences may contribute to gender-specific differences. METHODS: Single cell RNA-sequencing (scRNA-seq) was conducted on 19, 642 cells from primary IDH-wild type GBM patients of both sexes (n = 11 total, 5 men and 6 women). A two-sample t-test was conducted on average age between sexes. Kaplan-Meier curves were used to evaluate survival between sexes. Bulk RNA-sequencing data was accessed via The Cancer Genome Atlas GBM dataset. Functional enrichment analyses were conducted on both scRNA and bulk RNA-seq data to determine relevant pathways from upregulated genes and visualized as gene concept networks via R. RESULTS: There was no difference in age (63.8 versus 53.8 years in men and women respectively) and survival (24 versus 26 months in men and women respectively). scRNA-seq functional enrichment analysis revealed myeloid cell upregulation in men and increased expression of angiogenesis genes such as ADM in women. There was no difference in T cell gene expression between sexes. Bulk RNA-seq analysis of 90 men and 50 women revealed marked elevation of immunoglobulin genes in men and innate genes such as M1 marker NOS2 in women. CONCLUSIONS: Innate myeloid and adaptive humoral components are highly upregulated in men with GBM compared to women, with no differences seen in T cell expressionAbstract : INTRODUCTION: Glioblastoma (GBM) is the most common primary malignant brain tumor and has a 1.6-fold higher incidence and shorter survival in men versus women. Gene expression differences may contribute to gender-specific differences. METHODS: Single cell RNA-sequencing (scRNA-seq) was conducted on 19, 642 cells from primary IDH-wild type GBM patients of both sexes (n = 11 total, 5 men and 6 women). A two-sample t-test was conducted on average age between sexes. Kaplan-Meier curves were used to evaluate survival between sexes. Bulk RNA-sequencing data was accessed via The Cancer Genome Atlas GBM dataset. Functional enrichment analyses were conducted on both scRNA and bulk RNA-seq data to determine relevant pathways from upregulated genes and visualized as gene concept networks via R. RESULTS: There was no difference in age (63.8 versus 53.8 years in men and women respectively) and survival (24 versus 26 months in men and women respectively). scRNA-seq functional enrichment analysis revealed myeloid cell upregulation in men and increased expression of angiogenesis genes such as ADM in women. There was no difference in T cell gene expression between sexes. Bulk RNA-seq analysis of 90 men and 50 women revealed marked elevation of immunoglobulin genes in men and innate genes such as M1 marker NOS2 in women. CONCLUSIONS: Innate myeloid and adaptive humoral components are highly upregulated in men with GBM compared to women, with no differences seen in T cell expression between sexes. This may contribute to higher incidences and shorter survival in men versus women, which should be accounted for in clinical trial evaluation. … (more)
- Is Part Of:
- Neurosurgery. Volume 69(2023)Supplement 1
- Journal:
- Neurosurgery
- Issue:
- Volume 69(2023)Supplement 1
- Issue Display:
- Volume 69, Issue 1 (2023)
- Year:
- 2023
- Volume:
- 69
- Issue:
- 1
- Issue Sort Value:
- 2023-0069-0001-0000
- Page Start:
- 44
- Page End:
- 44
- Publication Date:
- 2023-04
- Subjects:
- Nervous system -- Surgery -- Periodicals
617.48005 - Journal URLs:
- https://academic.oup.com/neurosurgery ↗
http://www.neurosurgery-online.com ↗
https://journals.lww.com/neurosurgery/pages/default.aspx ↗
http://journals.lww.com ↗ - DOI:
- 10.1227/neu.0000000000002375_161 ↗
- Languages:
- English
- ISSNs:
- 0148-396X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6081.582000
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