Unraveling the Genetic Comorbidity Landscape of Alzheimer's Disease
Zhang, X.; Li, D.; Ye, S.; Liu, S.; Ma, S.; Li, M.; Peng, Q.; Hu, L.; Shang, X.; He, M.; Zhang, L.
Show abstract
Alzheimers disease (AD) has emerged as the most prevalent and complex neurodegenerative disorder among the elderly population. However, the genetic comorbidity etiology for AD remains poorly understood. In this study, we conducted pleiotropic analysis for 41 AD phenotypic comorbidities, identifying ten genetic comorbidities with 16 pleiotropy genes associated with AD. Through biological functional and network analysis, we elucidated the molecular and functional landscape of AD genetic comorbidities. Furthermore, leveraging the pleiotropic genes and reported biomarkers for AD genetic comorbidities, we identified 50 potential biomarkers for AD diagnosis. Our findings deepen the understanding of the occurrence of AD genetic comorbidities and provide new insights for the search for AD diagnostic markers. HighlightsThe present study has focused on the comorbidities associated with Alzheimers disease (AD) by constructing a landscape of these comorbidities at various levels, including diseases, genetics, and pathways. O_LIThe study findings reveal novel and significant pathways that contribute to the etiology of AD and its comorbidities. C_LIO_LIBy exploring pleiotropic genes and reported biomarkers of AD comorbidities, the study has identified several potential diagnostic biomarker candidates for AD. C_LI O_FIG O_LINKSMALLFIG WIDTH=192 HEIGHT=200 SRC="FIGDIR/small/583453v1_figG1.gif" ALT="Figure 1"> View larger version (33K): org.highwire.dtl.DTLVardef@2fc040org.highwire.dtl.DTLVardef@f6d801org.highwire.dtl.DTLVardef@1df65a4org.highwire.dtl.DTLVardef@18a307e_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOGraphic abstract.C_FLOATNO Study pipeline. C_FIG
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Interactive Effects of Telomere Length and Genetic Variants on Alzheimer Disease Risk Across Multiple Ancestral Populations 96%
- Polygenic effects on the risk of Alzheimer’s disease in the Japanese population 96%
- AlzGPS: A Genome-wide Positioning Systems Platform to Catalyze Multi-omics for Alzheimer's Therapeutic Discovery 95%
Similar papers in this journal
- Biological and Disease Hallmarks of Alzheimer’s Disease Defined by Alzheimer’s Disease Genes 95%
- Dual-specificity protein phosphatase 6 (DUSP6) overexpression reduces amyloid load and improves memory deficits in male 5xFAD mice 94%
- Genetic background influences the 5XFAD Alzheimer's disease mouse model brain proteome 94%
Similar papers in this journal
Similar papers in this journal
- An integrated approach to identify sex-specific genes, transcription factors, and pathways in Alzheimer's disease 96%
- Non-linear microglial, inflammatory and oligodendrocyte dynamics across stages of Alzheimer's disease 95%
- Regional interneuron transcriptional changes reveal pathologic markers of disease progression in a mouse model of Alzheimer's disease 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.