Sarah Mary Carlton Colbert, Lauren Lepow, Brian Fennessy, Nakao Iwata, Masashi Ikeda, Takeo Saito, Chikashi Terao, Michael Preuss, Jyotishman Pathak, J. John Mann, Hilary Coon, Niamh Mullins
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引用次数: 0
摘要
自杀意念(SI)和自杀行为(SB)是主要的公共卫生问题,但人们对其发生和发展的风险因素却知之甚少。我们使用 ICD 编码和自然语言处理算法,在医院生物库中识别出仅有 SI、SB 的患者,以及没有这两种情况的对照组。我们利用表型全关联研究(PheWAS)和多基因风险评分(PRS)比较了单纯膀胱结石和单纯膀胱结石患者与对照组以及对照组与对照组之间的特征。PheWAS 发现了许多导致 SB 和单纯 SI 的风险因素,以及可能与单纯 SI 发展为 SB 有关的特定精神疾病。自杀未遂的 PRS 仅与 SB 相关,即使考虑了精神障碍的 PRS 也是如此。SI PRS 只与纯 SI 相关,但在考虑精神障碍 PRS 后则不相关。这些发现加深了人们对 SB 和纯 SI 的不同遗传和临床风险因素的了解,这将有助于早期检测和干预工作。
Distinguishing clinical and genetic risk factors for suicidal ideation and behavior in a diverse hospital population
Suicidal ideation (SI) and behavior (SB) are major public health concerns, but risk factors for their development and progression are poorly understood. We used ICD codes and a natural language processing algorithm to identify individuals in a hospital biobank with SI-only, SB, and controls without either. We compared the profiles of SB and SI-only patients to controls, and each other, using phenome-wide association studies (PheWAS) and polygenic risk scores (PRS). PheWAS identified many risk factors for SB and SI-only, plus specific psychiatric disorders which may be involved in progression from SI-only to SB. PRS for suicide attempt were only associated with SB, and even after accounting for psychiatric disorder PRS. SI PRS were only associated with SI-only, although not after accounting for psychiatric disorder PRS. These findings advance understanding of distinct genetic and clinical risk factors for SB and SI-only, which will aid in early detection and intervention efforts.