School of Life Science and Technology, Harbin Institute of Technology, Harbin, 150080, China.
Shandong Provincial Hospital, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, 250021, China.
BMC Med. 2021 Jan 19;19(1):11. doi: 10.1186/s12916-020-01883-5.
It has been well established that the TMEM106B gene rs1990622 variant was a frontotemporal dementia (FTD) risk factor. Until recently, growing evidence highlights the role of TMEM106B in Alzheimer's disease (AD). However, it remains largely unclear about the role of rs1990622 variant in AD.
Here, we conducted comprehensive analyses including genetic association study, gene expression analysis, eQTLs analysis, and colocalization analysis. In stage 1, we conducted a genetic association analysis of rs1990622 using large-scale genome-wide association study (GWAS) datasets from International Genomics of Alzheimer's Project (21,982 AD and 41,944 cognitively normal controls) and UK Biobank (314,278 participants). In stage 2, we performed a gene expression analysis of TMEM106B in 49 different human tissues using the gene expression data in GTEx. In stage 3, we performed an expression quantitative trait loci (eQTLs) analysis using multiple datasets from UKBEC, GTEx, and Mayo RNAseq Study. In stage 4, we performed a colocalization analysis to provide evidence of the AD GWAS and eQTLs pair influencing both AD and the TMEM106B expression at a particular region.
We found (1) rs1990622 variant T allele contributed to AD risk. A sex-specific analysis in UK Biobank further indicated that rs1990622 T allele only contributed to increased AD risk in females, but not in males; (2) TMEM106B showed different expression in different human brain tissues especially high expression in cerebellum; (3) rs1990622 variant could regulate the expression of TMEM106B in human brain tissues, which vary considerably in different disease statuses, the mean ages at death, the percents of females, and the different descents of the selected donors; (4) colocalization analysis provided suggestive evidence that the same variant contributed to AD risk and TMEM106B expression in cerebellum.
Our comprehensive analyses highlighted the role of FTD rs1990622 variant in AD risk. This cross-disease approach may delineate disease-specific and common features, which will be important for both diagnostic and therapeutic development purposes. Meanwhile, these findings highlight the importance to better understand TMEM106B function and dysfunction in the context of normal aging and neurodegenerative diseases.
TMEM106B 基因 rs1990622 变异是额颞叶痴呆(FTD)的风险因素,这一点已得到充分证实。直到最近,越来越多的证据表明 TMEM106B 在阿尔茨海默病(AD)中起作用。然而,rs1990622 变异在 AD 中的作用在很大程度上仍不清楚。
在这里,我们进行了综合分析,包括遗传关联研究、基因表达分析、eQTLs 分析和共定位分析。在第 1 阶段,我们使用国际阿尔茨海默病基因组学计划(21,982 例 AD 和 41,944 例认知正常对照)和英国生物库(314,278 名参与者)的大规模全基因组关联研究(GWAS)数据集对 rs1990622 进行了遗传关联分析。在第 2 阶段,我们使用 GTEx 中的基因表达数据对 49 种不同人体组织中的 TMEM106B 进行了基因表达分析。在第 3 阶段,我们使用 UKBEC、GTEx 和 Mayo RNAseq 研究的多个数据集进行了表达数量性状基因座(eQTLs)分析。在第 4 阶段,我们进行了共定位分析,以提供 AD GWAS 和 eQTLs 对特定区域的 AD 和 TMEM106B 表达均有影响的证据。
我们发现(1)rs1990622 变异 T 等位基因增加了 AD 的风险。英国生物库的一项性别特异性分析进一步表明,rs1990622 T 等位基因仅增加了女性而非男性患 AD 的风险;(2)TMEM106B 在不同的人脑组织中表现出不同的表达,尤其是在小脑中有高表达;(3)rs1990622 变异可以调节人脑组织中 TMEM106B 的表达,在不同疾病状态、死亡时的平均年龄、女性百分比以及所选供体的不同种族中,TMEM106B 的表达差异很大;(4)共定位分析提供了提示性证据,表明相同的变异在小脑中增加了 AD 风险和 TMEM106B 的表达。
我们的综合分析强调了 FTD rs1990622 变异在 AD 风险中的作用。这种跨疾病的方法可以描绘出疾病特异性和共同特征,这对于诊断和治疗发展目的都很重要。同时,这些发现强调了更好地理解 TMEM106B 在正常衰老和神经退行性疾病背景下的功能和功能障碍的重要性。