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https://hdl.handle.net/10356/184355
Title: | Discovery of plasma biomarkers related to blood-brain barrier dysregulation in Alzheimer's disease | Authors: | Dan, Yuet Ruh Chiam, Keng-Hwee |
Keywords: | Medicine, Health and Life Sciences | Issue Date: | 2024 | Source: | Dan, Y. R. & Chiam, K. (2024). Discovery of plasma biomarkers related to blood-brain barrier dysregulation in Alzheimer's disease. Frontiers in Bioinformatics, 4, 1463001-. https://dx.doi.org/10.3389/fbinf.2024.1463001 | Journal: | Frontiers in Bioinformatics | Abstract: | Introduction: Blood-based biomarkers are quantitative, non-invasive diagnostic tools. This study aimed to identify candidate biomarkers for Alzheimer’s disease (AD) using publicly available omics datasets, using the hypothesis that with blood-brain barrier dysfunction in AD, brain-synthesized proteins can leak into plasma for detection. Methods: Differential abundance results of plasma and brain proteomic datasets were integrated to obtain a list of potential biomarkers. Biological validity was investigated with intercellular communication and gene regulatory analyses on brain single-cell transcriptomics data. Results: Five proteins (APOD, B2M, CFH, CLU, and C3) fit biomarker criteria. 4 corresponding transcripts (APOD, B2M, CLU, and C3) were overexpressed in AD astrocytes, mediated by AD-related dysregulations in transcription factors regulating neuroinflammation. Additionally, CLU specifically induced downstream expression of neuronal death genes. Discussion: In conclusion, a 5-protein panel is shown to effectively identify AD patients, with evidence of disease specificity and biological validity. Future research should investigate the mechanism of protein leakage through the blood-brain barrier. | URI: | https://hdl.handle.net/10356/184355 | ISSN: | 2673-7647 | DOI: | 10.3389/fbinf.2024.1463001 | Schools: | School of Biological Sciences | Organisations: | Bioinformatics Institute, A*STAR, | Rights: | © 2024 Dan and Chiam. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. | Fulltext Permission: | open | Fulltext Availability: | With Fulltext |
Appears in Collections: | SBS Journal Articles |
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