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自闭症谱系障碍与肠易激综合征、多部位疼痛和疲劳之间的共享遗传结构和因果关系。

Shared genetic architecture and causality between autism spectrum disorder and irritable bowel syndrome, multisite pain, and fatigue.

机构信息

Interdisciplinary Center Psychopathology and Emotion Regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands.

Guangzhou National Laboratory, Guangzhou, Guangdong Province, China.

出版信息

Transl Psychiatry. 2024 Nov 23;14(1):476. doi: 10.1038/s41398-024-03184-4.

Abstract

Autism spectrum disorder (ASD) often co-occurs with functional somatic syndromes (FSS), such as irritable bowel syndrome (IBS), multisite pain, and fatigue. However, the underlying genetic mechanisms and causality have not been well studied. Using large-scale genome-wide association study (GWAS) data, we investigated the shared genetic architecture and causality between ASD and FSS. Specifically, we first estimated genetic correlations and then conducted a multi-trait analysis of GWAS (MTAG) to detect potential novel genetic variants for single traits. Afterwards, polygenic risk scores (PRS) of ASD were derived from GWAS and MTAG to examine the associations with phenotypes in the large Dutch Lifelines cohort. Finally, we performed Mendelian randomization (MR) to evaluate the causality. We observed positive genetic correlations between ASD and FSS (IBS: r = 0.27, adjusted p = 2.04 × 10; multisite pain: r = 0.13, adjusted p = 1.10 × 10; fatigue: r = 0.33, adjusted p = 5.21 × 10). Leveraging these genetic correlations, we identified 3 novel genome-wide significant independent loci for ASD by conducting MTAG, mapped to NEDD4L, MFHAS1, and RP11-10A14.4. PRS of ASD derived from both GWAS and MTAG were associated with ASD and FSS in Lifelines, and MTAG-derived PRS showed a bigger effect size, larger explained variance, and smaller p-values. We did not observe significant causality using MR. Our study found genetic associations between ASD and FSS, specifically with IBS, multisite pain, and fatigue. These findings suggest that a shared genetic architecture may partly explain the co-occurrence between ASD and FSS. Further research is needed to investigate the causality between ASD and FSS due to current limited statistical power of the GWASs.

摘要

自闭症谱系障碍 (ASD) 常与功能性躯体综合征 (FSS) 共同发生,如肠易激综合征 (IBS)、多部位疼痛和疲劳。然而,其潜在的遗传机制和因果关系尚未得到很好的研究。本研究使用大规模全基因组关联研究 (GWAS) 数据,研究 ASD 和 FSS 之间共享的遗传结构和因果关系。具体来说,我们首先估计遗传相关性,然后进行多性状 GWAS 分析 (MTAG) 以检测单一性状的潜在新遗传变异。随后,从 GWAS 和 MTAG 中得出 ASD 的多基因风险评分 (PRS),以检验其与大型荷兰 Lifelines 队列中表型的关联。最后,我们进行了孟德尔随机化 (MR) 以评估因果关系。我们观察到 ASD 和 FSS 之间存在正遗传相关性(IBS:r=0.27,调整后的 p=2.04×10;多部位疼痛:r=0.13,调整后的 p=1.10×10;疲劳:r=0.33,调整后的 p=5.21×10)。利用这些遗传相关性,我们通过 MTAG 确定了 3 个与 ASD 相关的新全基因组显著独立位点,这些位点映射到 NEDD4L、MFHAS1 和 RP11-10A14.4。从 GWAS 和 MTAG 得出的 ASD PRS 与 Lifelines 中的 ASD 和 FSS 相关,并且 MTAG 衍生的 PRS 显示出更大的效应量、更大的解释方差和更小的 p 值。我们没有通过 MR 观察到显著的因果关系。本研究发现 ASD 和 FSS 之间存在遗传关联,特别是与 IBS、多部位疼痛和疲劳。这些发现表明共享的遗传结构可能部分解释了 ASD 和 FSS 的共同发生。由于目前 GWAS 的统计能力有限,需要进一步研究 ASD 和 FSS 之间的因果关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/02aa/11585586/5feb457535c1/41398_2024_3184_Fig1_HTML.jpg

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