npj Parkinson s Disease · 2023 · 22 citations · 49 references
Life SciencesGeneticsNeurologyNeurodegenerationNeuropsychiatryNeuropsychologyGenotype-phenotype CorrelationMolecular Basis Of NeurodegenerationNeurodegenerative Disease GeneticsNeurodegenerative DiseasesNeurodegenerative DisordersPsychiatric GeneticsCross-disorder GeneticsGenetic Architecture Of Complex TraitsGenetic Correlation AnalysisGenetic Correlation With Cognitive AbilityNeurodegeneration GeneticsNeurodegenerative GeneticsNeuropsychiatric Disorder MechanismsNeuropsychiatric Manifestations
Genetic correlation ([Formula: see text]) between traits can offer valuable insight into underlying shared biological mechanisms. Neurodegenerative diseases overlap neuropathologically and often manifest comorbid neuropsychiatric symptoms. However, global [Formula: see text] analyses show minimal [Formula: see text] among neurodegenerative and neuropsychiatric diseases. Importantly, local [Formula: see text] s can exist in the absence of global relationships. To investigate this possibility, we applied LAVA, a tool for local [Formula: see text] analysis, to genome-wide association studies of 3 neurodegenerative diseases (Alzheimer's disease, Lewy body dementia and Parkinson's disease) and 3 neuropsychiatric disorders (bipolar disorder, major depressive disorder and schizophrenia). We identified several local [Formula: see text] s missed in global analyses, including between (i) all 3 neurodegenerative diseases and schizophrenia and (ii) Alzheimer's and Parkinson's disease. For those local [Formula: see text] s identified in genomic regions containing disease-implicated genes, such as SNCA, CLU and APOE, incorporation of expression quantitative trait loci identified genes that may drive genetic overlaps between diseases. Collectively, we demonstrate that complex genetic relationships exist among neurodegenerative and neuropsychiatric diseases, highlighting putative pleiotropic genomic regions and genes. These findings imply sharing of pathogenic processes and the potential existence of common therapeutic targets.
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Hadley Wickham, Mara Averick, Jennifer Bryan et al. · The Journal of Open Source Software · 2019 · 21.6K citations · Full text
A global reference for human genetic variation
Richard Durbin, Peter Donnelly, Paul Flicek et al. · Nature · 2015 · 20K citations · Full text
Theo Vos, Stephen S Lim, Cristiana Abbafati et al. · The Lancet · 2020 · 19.2K citations · Full text