Composite microRNA-genetic risk score model links to migraine and implicates its pathogenesis

偏头痛 发作性 队列 小RNA 医学 发病机制 慢性偏头痛 疾病 生物信息学 肿瘤科 内科学 生物 遗传学 脑电图 基因 精神科
作者
Shih‐Pin Chen,Ya‐Hsuan Chang,Yen‐Feng Wang,Hsuan‐Yu Chen,David M. Niddam
出处
期刊:Brain [Oxford University Press]
标识
DOI:10.1093/brain/awaf005
摘要

The neurobiological mechanisms driving the ictal-interictal fluctuations and the chronification of migraine remain elusive. We aimed to construct a composite genetic-microRNA model that could reflect the dynamic perturbations of the disease course and inform the pathogenesis of migraine. We prospectively recruited four groups of participants, including interictal episodic migraine (i.e., headache-free for > 72 hrs apart from prior and subsequent attacks), ictal episodic migraine (i.e., during moderate to severe migraine attacks), chronic migraine, and controls in the discovery cohort. Next-generation sequencing (NGS) was used for microRNA profiling. The candidate microRNAs were validated with quantitative PCR (qPCR) in an independent validation cohort. Biological pathways associated with the microRNA regulome and interaction networks were explored. In addition, all participants received genotyping with the Axiom Genome-Wide Array TWB chip. A composite model was established, combining disease-associated microRNAs and genetic risk scores (GRS) indicative of genetic susceptibility, with the objective of differentiating migraine from controls using a binary outcome. From a total of 120 participants in the discovery cohort and 197 participants in the validation cohort, we identified disease-state microRNA signatures (including miR-183, miR-25, and miR-320) that were ubiquitously higher or lower in patients with migraine compared to controls. We have also validated four disease-activity miRNA signatures (miR-1307-5p, miR-6810-5p, let-7e, and miR-140-3p) that were differentially expressed only during the ictal stage of episodic migraine. Functional analysis suggested that prolactin and estrogen signaling pathways might play important roles in the pathogenesis. Moreover, the composite microRNA-GRS model differentiated patients from controls, achieving a positive predictive value of over 90%. To conclude, we developed a composite microRNA-genetic risk score model, which may serve as a predictive tool for identifying high-risk individuals. Our findings may help illuminate potential pathogenic mechanisms underlying the dysfunctional allostasis of migraine and pave the way for future precision medicine.

科研通智能强力驱动
Strongly Powered by AbleSci AI

祝大家在新的一年里科研腾飞
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
槑槑发布了新的文献求助10
刚刚
RTP发布了新的文献求助10
1秒前
Ava应助璇222采纳,获得10
1秒前
星辰大海应助陶醉采纳,获得10
2秒前
3秒前
我是老大应助puzhongjiMiQ采纳,获得10
3秒前
星辰大海应助puzhongjiMiQ采纳,获得10
3秒前
iNk应助puzhongjiMiQ采纳,获得10
3秒前
无名老大应助puzhongjiMiQ采纳,获得10
3秒前
Akim应助puzhongjiMiQ采纳,获得10
3秒前
科研通AI2S应助puzhongjiMiQ采纳,获得10
3秒前
星辰大海应助puzhongjiMiQ采纳,获得10
3秒前
李健应助puzhongjiMiQ采纳,获得10
3秒前
wbero完成签到,获得积分10
4秒前
杳鸢应助不喜采纳,获得10
4秒前
hahaha123完成签到 ,获得积分10
5秒前
大个应助简辰采纳,获得10
6秒前
富裕山人发布了新的文献求助10
6秒前
6秒前
晓晨发布了新的文献求助20
6秒前
意识难防滑完成签到,获得积分10
6秒前
7秒前
7秒前
Reuben完成签到,获得积分20
7秒前
土豪的发带完成签到,获得积分10
7秒前
8秒前
江江发布了新的文献求助10
8秒前
9秒前
小蘑菇应助暴躁的梦岚采纳,获得10
9秒前
捞鱼发布了新的文献求助10
10秒前
王倩发布了新的文献求助10
10秒前
11秒前
12秒前
小刘鸭鸭完成签到,获得积分10
12秒前
静静发布了新的文献求助10
13秒前
Mito2009发布了新的文献求助10
13秒前
13秒前
13秒前
酷炫的千雁完成签到,获得积分20
13秒前
高分求助中
Востребованный временем 2500
The Three Stars Each: The Astrolabes and Related Texts 1500
Agenda-setting and journalistic translation: The New York Times in English, Spanish and Chinese 1000
Les Mantodea de Guyane 1000
Very-high-order BVD Schemes Using β-variable THINC Method 950
Field Guide to Insects of South Africa 660
Foucault's Technologies Another Way of Cutting Reality 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 物理化学 催化作用 细胞生物学 免疫学 冶金
热门帖子
关注 科研通微信公众号,转发送积分 3390914
求助须知:如何正确求助?哪些是违规求助? 3002274
关于积分的说明 8803046
捐赠科研通 2688870
什么是DOI,文献DOI怎么找? 1472803
科研通“疑难数据库(出版商)”最低求助积分说明 681163
邀请新用户注册赠送积分活动 673976