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Integrated transcriptomics reveals the brain and blood biomarkers in Alzheimer's disease
BACKGROUND: The systematic molecular associations between the peripheral blood cells and brain in Alzheimer's disease (AD) remains unclear, which hinders our understanding of AD pathological mechanisms and the exploration of new diagnostic biomarkers. METHODS: Here, we performed an integrated a...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651972/ https://www.ncbi.nlm.nih.gov/pubmed/37334737 http://dx.doi.org/10.1111/cns.14316 |
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author | Yu, Haitao Wang, Fangzhou Wu, Jia‐jun Gong, Juan Bi, Shuguang Mao, Yumin Jia, Dongdong Chai, Gao‐shang |
author_facet | Yu, Haitao Wang, Fangzhou Wu, Jia‐jun Gong, Juan Bi, Shuguang Mao, Yumin Jia, Dongdong Chai, Gao‐shang |
author_sort | Yu, Haitao |
collection | PubMed |
description | BACKGROUND: The systematic molecular associations between the peripheral blood cells and brain in Alzheimer's disease (AD) remains unclear, which hinders our understanding of AD pathological mechanisms and the exploration of new diagnostic biomarkers. METHODS: Here, we performed an integrated analysis of the brain and peripheral blood cells transcriptomics to establish peripheral biomarkers of AD. By employing multiple statistical analyses plus machine learning, we identified and validated multiple regulated central and peripheral network in patients with AD. RESULTS: By bioinformatics analysis, a total of 243 genes were differentially expressed in the central and peripheral systems, mainly enriched in three modules: immune response, glucose metabolism and lysosome. In addition, lysosome related gene ATP6V1E1 and immune response related genes (IL2RG, OSM, EVI2B TNFRSF1A, CXCR4, STAT5A) were significantly correlated with Aβ or Tau pathology. Finally, receiver operating characteristic (ROC) analysis revealed that ATP6V1E1 showed high‐diagnostic potential for AD. CONCLUSION: Taken together, our data identified the main pathological pathways in AD progression, particularly the systemic dysregulation of the immune response, and provided peripheral biomarkers for AD diagnosis. |
format | Online Article Text |
id | pubmed-10651972 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106519722023-06-19 Integrated transcriptomics reveals the brain and blood biomarkers in Alzheimer's disease Yu, Haitao Wang, Fangzhou Wu, Jia‐jun Gong, Juan Bi, Shuguang Mao, Yumin Jia, Dongdong Chai, Gao‐shang CNS Neurosci Ther Original Articles BACKGROUND: The systematic molecular associations between the peripheral blood cells and brain in Alzheimer's disease (AD) remains unclear, which hinders our understanding of AD pathological mechanisms and the exploration of new diagnostic biomarkers. METHODS: Here, we performed an integrated analysis of the brain and peripheral blood cells transcriptomics to establish peripheral biomarkers of AD. By employing multiple statistical analyses plus machine learning, we identified and validated multiple regulated central and peripheral network in patients with AD. RESULTS: By bioinformatics analysis, a total of 243 genes were differentially expressed in the central and peripheral systems, mainly enriched in three modules: immune response, glucose metabolism and lysosome. In addition, lysosome related gene ATP6V1E1 and immune response related genes (IL2RG, OSM, EVI2B TNFRSF1A, CXCR4, STAT5A) were significantly correlated with Aβ or Tau pathology. Finally, receiver operating characteristic (ROC) analysis revealed that ATP6V1E1 showed high‐diagnostic potential for AD. CONCLUSION: Taken together, our data identified the main pathological pathways in AD progression, particularly the systemic dysregulation of the immune response, and provided peripheral biomarkers for AD diagnosis. John Wiley and Sons Inc. 2023-06-19 /pmc/articles/PMC10651972/ /pubmed/37334737 http://dx.doi.org/10.1111/cns.14316 Text en © 2023 The Authors. CNS Neuroscience & Therapeutics published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Yu, Haitao Wang, Fangzhou Wu, Jia‐jun Gong, Juan Bi, Shuguang Mao, Yumin Jia, Dongdong Chai, Gao‐shang Integrated transcriptomics reveals the brain and blood biomarkers in Alzheimer's disease |
title | Integrated transcriptomics reveals the brain and blood biomarkers in Alzheimer's disease |
title_full | Integrated transcriptomics reveals the brain and blood biomarkers in Alzheimer's disease |
title_fullStr | Integrated transcriptomics reveals the brain and blood biomarkers in Alzheimer's disease |
title_full_unstemmed | Integrated transcriptomics reveals the brain and blood biomarkers in Alzheimer's disease |
title_short | Integrated transcriptomics reveals the brain and blood biomarkers in Alzheimer's disease |
title_sort | integrated transcriptomics reveals the brain and blood biomarkers in alzheimer's disease |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651972/ https://www.ncbi.nlm.nih.gov/pubmed/37334737 http://dx.doi.org/10.1111/cns.14316 |
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