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

IF 5.8 1区 医学 Q1 PSYCHIATRY Translational Psychiatry Pub Date : 2024-11-23 DOI:10.1038/s41398-024-03184-4
Yiran Li, Tian Xie, Melissa Vos, Harold Snieder, Catharina A Hartman
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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: rg = 0.27, adjusted p = 2.04 × 10-7; multisite pain: rg = 0.13, adjusted p = 1.10 × 10-3; fatigue: rg = 0.33, adjusted p = 5.21 × 10-9). 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.

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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同遗传结构和因果关系。
自闭症谱系障碍(ASD)经常与功能性躯体综合征(FSS)并发,如肠易激综合征(IBS)、多部位疼痛和疲劳。然而,对其潜在的遗传机制和因果关系还没有进行深入研究。我们利用大规模全基因组关联研究(GWAS)数据,研究了 ASD 和 FSS 之间的共同遗传结构和因果关系。具体来说,我们首先估算了遗传相关性,然后进行了全基因组关联研究的多性状分析(MTAG),以检测单个性状的潜在新型遗传变异。然后,从 GWAS 和 MTAG 中得出 ASD 的多基因风险评分 (PRS),以检验与大型荷兰生命线队列中表型的关联。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(肠易激综合征:rg = 0.27,调整后 p = 2.04 × 10-7;多部位疼痛:rg = 0.13,调整后 p = 1.10 × 10-3;疲劳:rg = 0.33,调整后 p = 5.21 × 10-9)。利用这些遗传相关性,我们通过 MTAG 发现了 ASD 的 3 个新的全基因组显著独立位点,分别映射到 NEDD4L、MFHAS1 和 RP11-10A14.4。通过 GWAS 和 MTAG 得出的 ASD PRS 与 Lifelines 中的 ASD 和 FSS 相关,MTAG 得出的 PRS 显示出更大的效应大小、更大的解释方差和更小的 p 值。我们使用 MR 没有观察到明显的因果关系。我们的研究发现了 ASD 和 FSS 之间的遗传关联,特别是与肠易激综合征、多部位疼痛和疲劳之间的关联。这些研究结果表明,共同的遗传结构可能在一定程度上解释了 ASD 和 FSS 的共同发生。由于目前 GWAS 的统计能力有限,还需要进一步研究 ASD 和 FSS 之间的因果关系。
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来源期刊
CiteScore
11.50
自引率
2.90%
发文量
484
审稿时长
23 weeks
期刊介绍: Psychiatry has suffered tremendously by the limited translational pipeline. Nobel laureate Julius Axelrod''s discovery in 1961 of monoamine reuptake by pre-synaptic neurons still forms the basis of contemporary antidepressant treatment. There is a grievous gap between the explosion of knowledge in neuroscience and conceptually novel treatments for our patients. Translational Psychiatry bridges this gap by fostering and highlighting the pathway from discovery to clinical applications, healthcare and global health. We view translation broadly as the full spectrum of work that marks the pathway from discovery to global health, inclusive. The steps of translation that are within the scope of Translational Psychiatry include (i) fundamental discovery, (ii) bench to bedside, (iii) bedside to clinical applications (clinical trials), (iv) translation to policy and health care guidelines, (v) assessment of health policy and usage, and (vi) global health. All areas of medical research, including — but not restricted to — molecular biology, genetics, pharmacology, imaging and epidemiology are welcome as they contribute to enhance the field of translational psychiatry.
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