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Single-cell RNA-seq reveals alterations in peripheral CX3CR1 and nonclassical monocytes in familial tauopathy
BACKGROUND: Emerging evidence from mouse models is beginning to elucidate the brain’s immune response to tau pathology, but little is known about the nature of this response in humans. In addition, it remains unclear to what extent tau pathology and the local inflammatory response within the brain i...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10354988/ https://www.ncbi.nlm.nih.gov/pubmed/37464408 http://dx.doi.org/10.1186/s13073-023-01205-3 |
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author | Sirkis, Daniel W. Warly Solsberg, Caroline Johnson, Taylor P. Bonham, Luke W. Sturm, Virginia E. Lee, Suzee E. Rankin, Katherine P. Rosen, Howard J. Boxer, Adam L. Seeley, William W. Miller, Bruce L. Geier, Ethan G. Yokoyama, Jennifer S. |
author_facet | Sirkis, Daniel W. Warly Solsberg, Caroline Johnson, Taylor P. Bonham, Luke W. Sturm, Virginia E. Lee, Suzee E. Rankin, Katherine P. Rosen, Howard J. Boxer, Adam L. Seeley, William W. Miller, Bruce L. Geier, Ethan G. Yokoyama, Jennifer S. |
author_sort | Sirkis, Daniel W. |
collection | PubMed |
description | BACKGROUND: Emerging evidence from mouse models is beginning to elucidate the brain’s immune response to tau pathology, but little is known about the nature of this response in humans. In addition, it remains unclear to what extent tau pathology and the local inflammatory response within the brain influence the broader immune system. METHODS: To address these questions, we performed single-cell RNA sequencing (scRNA-seq) of peripheral blood mononuclear cells (PBMCs) from carriers of pathogenic variants in MAPT, the gene encoding tau (n = 8), and healthy non-carrier controls (n = 8). Primary findings from our scRNA-seq analyses were confirmed and extended via flow cytometry, droplet digital (dd)PCR, and secondary analyses of publicly available transcriptomics datasets. RESULTS: Analysis of ~ 181,000 individual PBMC transcriptomes demonstrated striking differential expression in monocytes and natural killer (NK) cells in MAPT pathogenic variant carriers. In particular, we observed a marked reduction in the expression of CX3CR1—the gene encoding the fractalkine receptor that is known to modulate tau pathology in mouse models—in monocytes and NK cells. We also observed a significant reduction in the abundance of nonclassical monocytes and dysregulated expression of nonclassical monocyte marker genes, including FCGR3A. Finally, we identified reductions in TMEM176A and TMEM176B, genes thought to be involved in the inflammatory response in human microglia but with unclear function in peripheral monocytes. We confirmed the reduction in nonclassical monocytes by flow cytometry and the differential expression of select biologically relevant genes dysregulated in our scRNA-seq data using ddPCR. CONCLUSIONS: Our results suggest that human peripheral immune cell expression and abundance are modulated by tau-associated pathophysiologic changes. CX3CR1 and nonclassical monocytes in particular will be a focus of future work exploring the role of these peripheral signals in additional tau-associated neurodegenerative diseases. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01205-3. |
format | Online Article Text |
id | pubmed-10354988 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-103549882023-07-20 Single-cell RNA-seq reveals alterations in peripheral CX3CR1 and nonclassical monocytes in familial tauopathy Sirkis, Daniel W. Warly Solsberg, Caroline Johnson, Taylor P. Bonham, Luke W. Sturm, Virginia E. Lee, Suzee E. Rankin, Katherine P. Rosen, Howard J. Boxer, Adam L. Seeley, William W. Miller, Bruce L. Geier, Ethan G. Yokoyama, Jennifer S. Genome Med Research BACKGROUND: Emerging evidence from mouse models is beginning to elucidate the brain’s immune response to tau pathology, but little is known about the nature of this response in humans. In addition, it remains unclear to what extent tau pathology and the local inflammatory response within the brain influence the broader immune system. METHODS: To address these questions, we performed single-cell RNA sequencing (scRNA-seq) of peripheral blood mononuclear cells (PBMCs) from carriers of pathogenic variants in MAPT, the gene encoding tau (n = 8), and healthy non-carrier controls (n = 8). Primary findings from our scRNA-seq analyses were confirmed and extended via flow cytometry, droplet digital (dd)PCR, and secondary analyses of publicly available transcriptomics datasets. RESULTS: Analysis of ~ 181,000 individual PBMC transcriptomes demonstrated striking differential expression in monocytes and natural killer (NK) cells in MAPT pathogenic variant carriers. In particular, we observed a marked reduction in the expression of CX3CR1—the gene encoding the fractalkine receptor that is known to modulate tau pathology in mouse models—in monocytes and NK cells. We also observed a significant reduction in the abundance of nonclassical monocytes and dysregulated expression of nonclassical monocyte marker genes, including FCGR3A. Finally, we identified reductions in TMEM176A and TMEM176B, genes thought to be involved in the inflammatory response in human microglia but with unclear function in peripheral monocytes. We confirmed the reduction in nonclassical monocytes by flow cytometry and the differential expression of select biologically relevant genes dysregulated in our scRNA-seq data using ddPCR. CONCLUSIONS: Our results suggest that human peripheral immune cell expression and abundance are modulated by tau-associated pathophysiologic changes. CX3CR1 and nonclassical monocytes in particular will be a focus of future work exploring the role of these peripheral signals in additional tau-associated neurodegenerative diseases. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01205-3. BioMed Central 2023-07-18 /pmc/articles/PMC10354988/ /pubmed/37464408 http://dx.doi.org/10.1186/s13073-023-01205-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Sirkis, Daniel W. Warly Solsberg, Caroline Johnson, Taylor P. Bonham, Luke W. Sturm, Virginia E. Lee, Suzee E. Rankin, Katherine P. Rosen, Howard J. Boxer, Adam L. Seeley, William W. Miller, Bruce L. Geier, Ethan G. Yokoyama, Jennifer S. Single-cell RNA-seq reveals alterations in peripheral CX3CR1 and nonclassical monocytes in familial tauopathy |
title | Single-cell RNA-seq reveals alterations in peripheral CX3CR1 and nonclassical monocytes in familial tauopathy |
title_full | Single-cell RNA-seq reveals alterations in peripheral CX3CR1 and nonclassical monocytes in familial tauopathy |
title_fullStr | Single-cell RNA-seq reveals alterations in peripheral CX3CR1 and nonclassical monocytes in familial tauopathy |
title_full_unstemmed | Single-cell RNA-seq reveals alterations in peripheral CX3CR1 and nonclassical monocytes in familial tauopathy |
title_short | Single-cell RNA-seq reveals alterations in peripheral CX3CR1 and nonclassical monocytes in familial tauopathy |
title_sort | single-cell rna-seq reveals alterations in peripheral cx3cr1 and nonclassical monocytes in familial tauopathy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10354988/ https://www.ncbi.nlm.nih.gov/pubmed/37464408 http://dx.doi.org/10.1186/s13073-023-01205-3 |
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