疾病
联想(心理学)
认知
内表型
转录组
生物
环境卫生
基因
医学
遗传关联
心理学
遗传学
背景(考古学)
人类健康
毒物控制
生态学
生物信息学
全基因组关联研究
作者
Yiyang Wu,Kyle J. Travaglini,Mariano I. Gabitto,C. Dirk Keene,AR Dunn,Catherine C. Kaczorowski,Philip L. De Jager,Vilas Menon,Julie A. Schneider,David A. A. Bennett,Logan Dumitrescu,Timothy J. Hohman
摘要
INTRODUCTION: We investigated sex-specific gene expression associations with the neuropathology and cognitive manifestation of Alzheimer's disease (AD) leveraging single-nucleus transcriptomic datasets including 2.84 million nuclei from the dorsolateral prefrontal cortex (DLPFC). METHODS: We delineated the full scope of sex-specific transcript associations, differential gene expression, signaling pathway, and cell-cell communication network changes in eight major DLPFC cell types. RESULTS: Nine female-specific associations were identified and replicated, involving ADGRV1, OR3A3, IFI27L1, LYRM1, STAP2, TSTD2, PDYN, and TMEM50B. We observed the preponderance of protective female-specific associations in neurons. Sex-specific genes were enriched in the immune-, inflammation-, and damage-related stress-response pathways. Six ITGB1-mediated microglia-specific incoming signals that may contribute to female-specific risk of Aβ accumulation were also highlighted. DISCUSSION: Our study highlights the transcriptome-wide, single-cell landscape of sex-specific molecular associations with AD neuropathology and cognitive decline, with identifying and replicating several female-specific gene associations in neurons to help direct future mechanistic studies. HIGHLIGHTS: Single-nucleus transcriptomic association analysis identified 2660 sex-specific associations involving 2110 genes with four AD endophenotypes. The majority of female-specific associations link to better endophenotype outcomes were from neurons. Nine female-specific associations were replicated, including ADGRV1 and OR3A3 with Aβ; IFI27L1, LYRM1, STAP2, and TSTD2 with tau; PDYN with global cognition; and TMEM50B with longitudinal cognitive trajectory. Sex-specific effect genes were enriched in the immune-, inflammation-, and damage-related stress-response pathways. Six ITGB1-mediated microglia-specific incoming signals may play roles in female-specific risk for Aβ accumulation.
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