Applications of machine learning to diagnosis and treatment of neurodegenerative diseases

MA Myszczynska, PN Ojamies, AMB Lacoste… - Nature reviews …, 2020 - nature.com
Globally, there is a huge unmet need for effective treatments for neurodegenerative
diseases. The complexity of the molecular mechanisms underlying neuronal degeneration …

Microglial TYROBP/DAP12 in Alzheimer's disease: Transduction of physiological and pathological signals across TREM2

JV Haure-Mirande, M Audrain, ME Ehrlich… - Molecular …, 2022 - Springer
TYROBP (also known as DAP12 or KARAP) is a transmembrane adaptor protein initially
described as a receptor-activating subunit component of natural killer (NK) cells. TYROBP is …

[HTML][HTML] Transformative network modeling of multi-omics data reveals detailed circuits, key regulators, and potential therapeutics for Alzheimer's disease

M Wang, A Li, M Sekiya, ND Beckmann, X Quan… - Neuron, 2021 - cell.com
To identify the molecular mechanisms and novel therapeutic targets of late-onset
Alzheimer's Disease (LOAD), we performed an integrative network analysis of multi-omics …

Integrative metabolomics‐genomics approach reveals key metabolic pathways and regulators of Alzheimer's disease

E Horgusluoglu, R Neff, WM Song… - Alzheimer's & …, 2022 - Wiley Online Library
Metabolites, the biochemical products of the cellular process, can be used to measure
alterations in biochemical pathways related to the pathogenesis of Alzheimer's disease …

[HTML][HTML] Peripheral inflammatory biomarkers in Alzheimer's disease: a brief review

JC Park, SH Han, I Mook-Jung - BMB reports, 2020 - ncbi.nlm.nih.gov
Alzheimer's disease (AD) is a chronic neurodegenerative disease characterized by the
accumulation of amyloid plaques and neurofibrillary tangles in the brain. The AD …

The landscape of multiscale transcriptomic networks and key regulators in Parkinson's disease

Q Wang, Y Zhang, M Wang, WM Song, Q Shen… - Nature …, 2019 - nature.com
Genetic and genomic studies have advanced our knowledge of inherited Parkinson's
disease (PD), however, the etiology and pathophysiology of idiopathic PD remain unclear …

Distinct signaling pathways regulate TREM2 phagocytic and NFκB antagonistic activities

H Yao, K Coppola, JE Schweig, F Crawford… - Frontiers in cellular …, 2019 - frontiersin.org
Several genetic variants of the Triggering Receptor Expressed on Myeloid Cells-2 (TREM2)
have been shown to increase the risk of developing Alzheimer's disease (AD) supporting a …

Microglial INPP5D limits plaque formation and glial reactivity in the PSAPP mouse model of Alzheimer's disease

EL Castranio, P Hasel, JV Haure‐Mirande… - Alzheimer's & …, 2023 - Wiley Online Library
Introduction The inositol polyphosphate‐5‐phosphatase D (INPP5D) gene encodes a dual‐
specificity phosphatase that can dephosphorylate both phospholipids and phosphoproteins …

Microglia heterogeneity and neurodegeneration: The emerging paradigm of the role of immunity in Alzheimer's disease

A Hashemiaghdam, M Mroczek - Journal of neuroimmunology, 2020 - Elsevier
Alzheimer's disease (AD) is the most common dementia type affecting nearly 44 million
people worldwide. Recent findings point to microglia as a significant contributor to neural …

Trem2 deficiency differentially affects phenotype and transcriptome of human APOE3 and APOE4 mice

NF Fitz, CM Wolfe, BE Playso, RJ Biedrzycki… - Molecular …, 2020 - Springer
Abstract Background Alzheimer's Disease (AD) is a neurodegenerative disorder influenced
by aging and genetic risk factors. The inheritance of APOE ε4 and variants of Triggering …