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Cellular transcriptional alterations of peripheral blood in Alzheimer’s disease
BACKGROUND: Alzheimer’s disease (AD), a progressive neurodegenerative disease, is the most common cause of dementia worldwide. Accumulating data support the contributions of the peripheral immune system in AD pathogenesis. However, there is a lack of comprehensive understanding about the molecular c...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9422129/ https://www.ncbi.nlm.nih.gov/pubmed/36031604 http://dx.doi.org/10.1186/s12916-022-02472-4 |
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author | Song, Liting Yang, Yucheng T. Guo, Qihao Zhao, Xing-Ming |
author_facet | Song, Liting Yang, Yucheng T. Guo, Qihao Zhao, Xing-Ming |
author_sort | Song, Liting |
collection | PubMed |
description | BACKGROUND: Alzheimer’s disease (AD), a progressive neurodegenerative disease, is the most common cause of dementia worldwide. Accumulating data support the contributions of the peripheral immune system in AD pathogenesis. However, there is a lack of comprehensive understanding about the molecular characteristics of peripheral immune cells in AD. METHODS: To explore the alterations of cellular composition and the alterations of intrinsic expression of individual cell types in peripheral blood, we performed cellular deconvolution in a large-scale bulk blood expression cohort and identified cell-intrinsic differentially expressed genes in individual cell types with adjusting for cellular proportion. RESULTS: We detected a significant increase and decrease in the proportion of neutrophils and B lymphocytes in AD blood, respectively, which had a robust replicability across other three AD cohorts, as well as using alternative algorithms. The differentially expressed genes in AD neutrophils were enriched for some AD-associated pathways, such as ATP metabolic process and mitochondrion organization. We also found a significant enrichment of protein-protein interaction network modules of leukocyte cell-cell activation, mitochondrion organization, and cytokine-mediated signaling pathway in neutrophils for AD risk genes including CD33 and IL1B. Both changes in cellular composition and expression levels of specific genes were significantly associated with the clinical and pathological alterations. A similar pattern of perturbations on the cellular proportion and gene expression levels of neutrophils could be also observed in mild cognitive impairment (MCI). Moreover, we noticed an elevation of neutrophil abundance in the AD brains. CONCLUSIONS: We revealed the landscape of molecular perturbations at the cellular level for AD. These alterations highlight the putative roles of neutrophils in AD pathobiology. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02472-4. |
format | Online Article Text |
id | pubmed-9422129 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-94221292022-08-30 Cellular transcriptional alterations of peripheral blood in Alzheimer’s disease Song, Liting Yang, Yucheng T. Guo, Qihao Zhao, Xing-Ming BMC Med Research Article BACKGROUND: Alzheimer’s disease (AD), a progressive neurodegenerative disease, is the most common cause of dementia worldwide. Accumulating data support the contributions of the peripheral immune system in AD pathogenesis. However, there is a lack of comprehensive understanding about the molecular characteristics of peripheral immune cells in AD. METHODS: To explore the alterations of cellular composition and the alterations of intrinsic expression of individual cell types in peripheral blood, we performed cellular deconvolution in a large-scale bulk blood expression cohort and identified cell-intrinsic differentially expressed genes in individual cell types with adjusting for cellular proportion. RESULTS: We detected a significant increase and decrease in the proportion of neutrophils and B lymphocytes in AD blood, respectively, which had a robust replicability across other three AD cohorts, as well as using alternative algorithms. The differentially expressed genes in AD neutrophils were enriched for some AD-associated pathways, such as ATP metabolic process and mitochondrion organization. We also found a significant enrichment of protein-protein interaction network modules of leukocyte cell-cell activation, mitochondrion organization, and cytokine-mediated signaling pathway in neutrophils for AD risk genes including CD33 and IL1B. Both changes in cellular composition and expression levels of specific genes were significantly associated with the clinical and pathological alterations. A similar pattern of perturbations on the cellular proportion and gene expression levels of neutrophils could be also observed in mild cognitive impairment (MCI). Moreover, we noticed an elevation of neutrophil abundance in the AD brains. CONCLUSIONS: We revealed the landscape of molecular perturbations at the cellular level for AD. These alterations highlight the putative roles of neutrophils in AD pathobiology. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02472-4. BioMed Central 2022-08-29 /pmc/articles/PMC9422129/ /pubmed/36031604 http://dx.doi.org/10.1186/s12916-022-02472-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Article Song, Liting Yang, Yucheng T. Guo, Qihao Zhao, Xing-Ming Cellular transcriptional alterations of peripheral blood in Alzheimer’s disease |
title | Cellular transcriptional alterations of peripheral blood in Alzheimer’s disease |
title_full | Cellular transcriptional alterations of peripheral blood in Alzheimer’s disease |
title_fullStr | Cellular transcriptional alterations of peripheral blood in Alzheimer’s disease |
title_full_unstemmed | Cellular transcriptional alterations of peripheral blood in Alzheimer’s disease |
title_short | Cellular transcriptional alterations of peripheral blood in Alzheimer’s disease |
title_sort | cellular transcriptional alterations of peripheral blood in alzheimer’s disease |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9422129/ https://www.ncbi.nlm.nih.gov/pubmed/36031604 http://dx.doi.org/10.1186/s12916-022-02472-4 |
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