Using Extracellular miRNA Signatures to Identify Patients with LRRK2-Related Parkinson's Disease.

IF 4 3区 医学 Q2 NEUROSCIENCES Journal of Parkinson's disease Pub Date : 2024-01-01 DOI:10.3233/JPD-230408
Luca Jannik Braunger, Felix Knab, Thomas Gasser
{"title":"Using Extracellular miRNA Signatures to Identify Patients with LRRK2-Related Parkinson's Disease.","authors":"Luca Jannik Braunger, Felix Knab, Thomas Gasser","doi":"10.3233/JPD-230408","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Mutations in the Leucine Rich Repeat Kinase 2 gene are highly relevant in both sporadic and familial cases of Parkinson's disease. Specific therapies are entering clinical trials but patient stratification remains challenging. Dysregulated microRNA expression levels have been proposed as biomarker candidates in sporadic Parkinson's disease.</p><p><strong>Objective: </strong>In this proof-of concept study we evaluate the potential of extracellular miRNA signatures to identify LRRK2-driven molecular patterns in Parkinson's disease.</p><p><strong>Methods: </strong>We measured expression levels of 91 miRNAs via RT-qPCR in ten individuals with sporadic Parkinson's disease, ten LRRK2 mutation carriers and eleven healthy controls using both plasma and cerebrospinal fluid. We compared miRNA signatures using heatmaps and t-tests. Next, we applied group sorting algorithms and tested sensitivity and specificity of their group predictions.</p><p><strong>Results: </strong>miR-29c-3p was differentially expressed between LRRK2 mutation carriers and sporadic cases, with miR-425-5p trending towards significance. Individuals clustered in principal component analysis along mutation status. Group affiliation was predicted with high accuracy in the prediction models (sensitivity up to 89%, specificity up to 70%). miRs-128-3p, 29c-3p, 223-3p, and 424-5p were identified as promising discriminators among all analyses.</p><p><strong>Conclusions: </strong>LRRK2 mutation status impacts the extracellular miRNA signature measured in plasma and separates mutation carriers from sporadic Parkinson's disease patients. Monitoring LRRK2 miRNA signatures could be an interesting approach to test drug efficacy of LRRK2-targeting therapies. In light of small sample size, the suggested approach needs to be validated in larger cohorts.</p>","PeriodicalId":16660,"journal":{"name":"Journal of Parkinson's disease","volume":" ","pages":"977-991"},"PeriodicalIF":4.0000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11307038/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Parkinson's disease","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3233/JPD-230408","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Mutations in the Leucine Rich Repeat Kinase 2 gene are highly relevant in both sporadic and familial cases of Parkinson's disease. Specific therapies are entering clinical trials but patient stratification remains challenging. Dysregulated microRNA expression levels have been proposed as biomarker candidates in sporadic Parkinson's disease.

Objective: In this proof-of concept study we evaluate the potential of extracellular miRNA signatures to identify LRRK2-driven molecular patterns in Parkinson's disease.

Methods: We measured expression levels of 91 miRNAs via RT-qPCR in ten individuals with sporadic Parkinson's disease, ten LRRK2 mutation carriers and eleven healthy controls using both plasma and cerebrospinal fluid. We compared miRNA signatures using heatmaps and t-tests. Next, we applied group sorting algorithms and tested sensitivity and specificity of their group predictions.

Results: miR-29c-3p was differentially expressed between LRRK2 mutation carriers and sporadic cases, with miR-425-5p trending towards significance. Individuals clustered in principal component analysis along mutation status. Group affiliation was predicted with high accuracy in the prediction models (sensitivity up to 89%, specificity up to 70%). miRs-128-3p, 29c-3p, 223-3p, and 424-5p were identified as promising discriminators among all analyses.

Conclusions: LRRK2 mutation status impacts the extracellular miRNA signature measured in plasma and separates mutation carriers from sporadic Parkinson's disease patients. Monitoring LRRK2 miRNA signatures could be an interesting approach to test drug efficacy of LRRK2-targeting therapies. In light of small sample size, the suggested approach needs to be validated in larger cohorts.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
利用细胞外 miRNA 标志识别 LRRK2 相关帕金森病患者。
背景:富亮氨酸重复激酶 2 基因突变与帕金森病的散发性和家族性病例都有很大关系。特定疗法已进入临床试验阶段,但对患者进行分层仍具有挑战性。微RNA表达水平失调被认为是散发性帕金森病的候选生物标志物:在这项概念验证研究中,我们评估了细胞外 miRNA 标志识别帕金森病中 LRRK2 驱动分子模式的潜力:我们使用血浆和脑脊液,通过 RT-qPCR 测量了 10 名散发性帕金森病患者、10 名 LRRK2 基因突变携带者和 11 名健康对照者中 91 个 miRNA 的表达水平。我们使用热图和 t 检验比较了 miRNA 特征。结果发现:miR-29c-3p 在 LRRK2 基因突变携带者和散发性病例之间有差异表达,miR-425-5p 也有显著表达的趋势。在主成分分析中,个体根据突变状态进行聚类。在所有分析中,miRs-128-3p、29c-3p、223-3p 和 424-5p 被认为是有希望的判别因子:结论:LRRK2 基因突变状态会影响血浆中测得的细胞外 miRNA 特征,并将基因突变携带者与散发性帕金森病患者区分开来。监测 LRRK2 miRNA 特征可能是测试 LRRK2 靶向疗法药物疗效的一种有趣方法。鉴于样本量较小,建议的方法需要在更大的队列中进行验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
8.40
自引率
5.80%
发文量
338
审稿时长
>12 weeks
期刊介绍: The Journal of Parkinson''s Disease (JPD) publishes original research in basic science, translational research and clinical medicine in Parkinson’s disease in cooperation with the Journal of Alzheimer''s Disease. It features a first class Editorial Board and provides rigorous peer review and rapid online publication.
期刊最新文献
Prospective Study of Lung Function with Prodromal, Clinical Parkinson's Disease, and Mortality. Winding Back the Clock on Advanced Therapies: It's Time to Get Smart. Non-Pharmacological Interventions for People with Parkinson's Disease: Are We Entering a New Era? Prospective Role of PAK6 and 14-3-3γ as Biomarkers for Parkinson’s Disease U.S. Tax Credits to Promote Practical Proactive Preventative Care for Parkinson’s Disease
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1