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精神分裂症和双相情感障碍的多基因风险评分与双胞胎一致性

Polygenic Risk Scores and Twin Concordance for Schizophrenia and Bipolar Disorder.

作者信息

Song Jie, Pasman Joëlle A, Johansson Viktoria, Kuja-Halkola Ralf, Harder Arvid, Karlsson Robert, Lu Yi, Kowalec Kaarina, Pedersen Nancy L, Cannon Tyrone D, Hultman Christina M, Sullivan Patrick F

机构信息

Mental Health Center and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.

Med-X Center for Informatics, Sichuan University, Chengdu, China.

出版信息

JAMA Psychiatry. 2024 Dec 1;81(12):1246-1252. doi: 10.1001/jamapsychiatry.2024.2406.

Abstract

IMPORTANCE

Schizophrenia and bipolar disorder are highly heritable psychiatric disorders with strong genetic and phenotypic overlap. Twin and molecular methods can be leveraged to predict the shared genetic liability to these disorders.

OBJECTIVE

To investigate whether twin concordance for psychosis depends on the level of polygenic risk score (PRS) for psychosis and zygosity and compare PRS from cases and controls from several large samples and estimate the twin heritability of psychosis.

DESIGN, SETTING, AND PARTICIPANTS: In this case-control study, psychosis PRS were generated from a genome-wide association study (GWAS) combining schizophrenia and bipolar disorder into a single psychosis phenotype and compared between cases and controls from the Schizophrenia and Bipolar Twin Study in Sweden (STAR) project. Further tests were conducted to ascertain if twin concordance for psychosis depended on the mean PRS for psychosis. Structural equation modeling was used to estimate heritability. This study constituted an analysis of existing clinical and population datasets with genotype and/or twin data. Included were twins from the STAR cohort and from the Swedish Twin Registry. Data were collected during the 2006 to 2013 period and analyzed from March 2023 to June 2024.

EXPOSURES

PRS for psychosis based on the most recent GWAS of combined schizophrenia/bipolar disorder.

MAIN OUTCOMES AND MEASURES

Psychosis case status was assessed by clinical interviews and/or Swedish National Register data.

RESULTS

The final cohort comprised 87 pairs of twins with 1 or both affected and 59 unaffected pairs from the STAR project (for a total of 292 twins) as well as 443 pairs with 1 or both affected and 20 913 unaffected pairs from the Swedish Twin Registry. Among the 292 twins (mean [SD] birth year, 1960 [10.8] years; 158 female [54.1%]; 134 male [45.9%]), 134 were monozygotic twins, and 158 were dyzygotic twins. PRS for psychosis was higher in cases than in controls and associated with twin concordance for psychosis (1-SD increase in PRS, odds ratio [OR], 2.12; 95% CI, 1.23-3.87 on case status in monozygotic twins and OR, 2.74; 95% CI, 1.56-5.30 in dizygotic twins). The association between PRS for psychosis and concordance was not modified by zygosity. The twin heritability was estimated at 0.73 (95% CI, 0.30-1.00), which overlapped with the estimate in the full Swedish Twin Registry (0.69; 95% CI, 0.43-0.85).

CONCLUSIONS AND RELEVANCE

In this case-control study, using the natural experiment of twins, results suggest that twins with greater inherited liability for psychosis were more likely to have an affected co-twin. Results from twin and molecular designs largely aligned. Even as illness vulnerability is not solely genetic, PRS carried predictive power for psychosis even in a modest sample size.

摘要

重要性

精神分裂症和双相情感障碍是具有高度遗传性的精神疾病,在基因和表型上有很强的重叠性。可以利用双胞胎和分子方法来预测这些疾病的共同遗传易感性。

目的

调查精神病的双胞胎一致性是否取决于精神病的多基因风险评分(PRS)水平和同卵性,并比较来自几个大样本的病例和对照的PRS,估计精神病的双胞胎遗传度。

设计、设置和参与者:在这项病例对照研究中,精神病PRS是通过全基因组关联研究(GWAS)生成的,该研究将精神分裂症和双相情感障碍合并为单一的精神病表型,并在瑞典精神分裂症和双相情感障碍双胞胎研究(STAR)项目的病例和对照之间进行比较。进一步测试以确定精神病的双胞胎一致性是否取决于精神病的平均PRS。使用结构方程模型来估计遗传度。本研究构成了对现有临床和人群数据集以及基因型和/或双胞胎数据的分析。包括来自STAR队列和瑞典双胞胎登记处的双胞胎。数据在2006年至2013年期间收集,并在2023年3月至2024年6月期间进行分析。

暴露因素

基于精神分裂症/双相情感障碍合并的最新GWAS的精神病PRS。

主要结局和测量指标

通过临床访谈和/或瑞典国家登记数据评估精神病病例状态。

结果

最终队列包括来自STAR项目的87对有一方或双方患病的双胞胎和59对未患病的双胞胎(共292名双胞胎),以及来自瑞典双胞胎登记处的443对有一方或双方患病的双胞胎和20913对未患病的双胞胎。在这292名双胞胎中(平均[标准差]出生年份,1960[10.8]岁;158名女性[54.1%];134名男性[45.9%]),134名是同卵双胞胎,158名是异卵双胞胎。病例组的精神病PRS高于对照组,并且与精神病双胞胎一致性相关(PRS每增加1个标准差,同卵双胞胎中病例状态的优势比[OR]为2.12;95%置信区间,1.23 - 3.87,异卵双胞胎中OR为2.74;95%置信区间,1.56 - 5.30)。精神病PRS与一致性之间没有因同卵性而改变。双胞胎遗传度估计为0.73(95%置信区间,0.30 - 1.00),与整个瑞典双胞胎登记处的估计值(0.69;95%置信区间,0.43 - 0.85)重叠。

结论和相关性

在这项病例对照研究中,利用双胞胎的自然实验,结果表明对精神病具有更大遗传易感性的双胞胎更有可能有患病的双胞胎同胞。双胞胎和分子设计的结果基本一致。即使疾病易感性并非完全由基因决定,但即使在样本量较小的情况下,PRS对精神病也具有预测能力。

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