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A data-driven approach links microglia to pathology and prognosis in amyotrophic lateral sclerosis.

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  • معلومة اضافية
    • بيانات النشر:
      BioMed Central
    • الموضوع:
      2019
    • Collection:
      University of Leicester: Leicester Research Archive (LRA)
    • نبذة مختصرة :
      The gene expression CEL files are available at Gene Expression Omnibus (www.ncbi.nlm.nih.gov/geo/). ; Amyotrophic lateral sclerosis (ALS) is a devastating neurodegenerative disease that lacks a predictive and broadly applicable biomarker. Continued focus on mutation-specific upstream mechanisms has yet to predict disease progression in the clinic. Utilising cellular pathology common to the majority of ALS patients, we implemented an objective transcriptome-driven approach to develop noninvasive prognostic biomarkers for disease progression. Genes expressed in laser captured motor neurons in direct correlation (Spearman rank correlation, p < 0.01) with counts of neuropathology were developed into co-expression network modules. Screening modules using three gene sets representing rate of disease progression and upstream genetic association with ALS led to the prioritisation of a single module enriched for immune response to motor neuron degeneration. Genes in the network module are important for microglial activation and predict disease progression in genetically heterogeneous ALS cohorts: Expression of three genes in peripheral lymphocytes - LILRA2, ITGB2 and CEBPD - differentiate patients with rapid and slowly progressive disease, suggesting promise as a blood-derived biomarker. TREM2 is a member of the network module and the level of soluble TREM2 protein in cerebrospinal fluid is shown to predict survival when measured in late stage disease (Spearman rank correlation, p = 0.01). Our data-driven systems approach has, for the first time, directly linked microglia to the development of motor neuron pathology. LILRA2, ITGB2 and CEBPD represent peripherally accessible candidate biomarkers and TREM2 provides a broadly applicable therapeutic target for ALS. ; This work was supported in part by the European Community’s Seventh Framework Programme [FP7/2007-2013] under the EuroMOTOR project [grant agreement no 259867 to JK and PJS]. PJS is also supported as a National Institute for Health Research Senior ...
    • ISSN:
      2051-5960
    • Relation:
      https://www.ncbi.nlm.nih.gov/pubmed/28302159; Acta Neuropathologica Communications, 5 (1), pp. 23; http://hdl.handle.net/2381/45402
    • الرقم المعرف:
      10.1186/s40478-017-0424-x
    • Rights:
      Copyright © the authors, 2017. This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
    • الرقم المعرف:
      edsbas.CD629AAE