Development of high-content screening assay for gene silencing in adult sensory neurons

IF 2.7 4区 医学 Q2 BIOCHEMICAL RESEARCH METHODS
Phillip Canete , David Do , Richard Lie , Grace Woodruff , Rodrigo Lopez Gonzalez , Gunnar Poplawski
{"title":"Development of high-content screening assay for gene silencing in adult sensory neurons","authors":"Phillip Canete ,&nbsp;David Do ,&nbsp;Richard Lie ,&nbsp;Grace Woodruff ,&nbsp;Rodrigo Lopez Gonzalez ,&nbsp;Gunnar Poplawski","doi":"10.1016/j.jneumeth.2025.110500","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>High-content screening in post-mitotic neurons faces challenges due to low transfection efficiency and expensive viral or electroporation methods. To accelerate discovery specifically in <em><strong>adult</strong></em> sensory neurons, we sought a scalable, low-cost platform that preserves neuronal health.</div></div><div><h3>Method</h3><div>We developed a 384-well lipid-based siRNA screening assay using adult EGFP-expressing Fischer 344 DRG neurons. Key optimizations included a systematic comparison of plate plastics and lipid/siRNA ratios and reagents, yielding maximal knock-down with minimal toxicity.</div></div><div><h3>Results</h3><div>Optimal conditions (0.12 μL reagent, 2.5 pmol siRNA/well) reduced EGFP fluorescence by ≥ 50 % in 45 % of neurons, with mean knockdown efficiencies up to 60 % and minimal impact on neurite length. PTEN-targeting siRNAs increased neurite outgrowth by 40 % (p &lt; 0.001), while death siRNA reduced length by 30 % (p &lt; 0.001), demonstrating sensitivity to both stimulatory and inhibitory gene perturbations.</div></div><div><h3>Comparison</h3><div>Our approach offers substantially lower cost and higher throughput than alternatives. Relative to electroporation protocols for adult DRG neurons, reagent cost is reduced ∼12-fold and hands-on time drops from ∼2 days to ∼3 h, while eliminating specialized equipment. Notably, the assay was optimized for cost-efficiency and scalability; for instance, our 384-well format protocol can screen hundreds of genes in triplicate for under $10,000, making high-content screening feasible in smaller laboratories.</div></div><div><h3>Conclusions</h3><div>This platform enables rapid, cost-effective evaluation of hundreds to thousands of candidate genes in adult sensory neurons, facilitating identification of neurite growth regulators.</div></div>","PeriodicalId":16415,"journal":{"name":"Journal of Neuroscience Methods","volume":"422 ","pages":"Article 110500"},"PeriodicalIF":2.7000,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Neuroscience Methods","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0165027025001414","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
引用次数: 0

Abstract

Background

High-content screening in post-mitotic neurons faces challenges due to low transfection efficiency and expensive viral or electroporation methods. To accelerate discovery specifically in adult sensory neurons, we sought a scalable, low-cost platform that preserves neuronal health.

Method

We developed a 384-well lipid-based siRNA screening assay using adult EGFP-expressing Fischer 344 DRG neurons. Key optimizations included a systematic comparison of plate plastics and lipid/siRNA ratios and reagents, yielding maximal knock-down with minimal toxicity.

Results

Optimal conditions (0.12 μL reagent, 2.5 pmol siRNA/well) reduced EGFP fluorescence by ≥ 50 % in 45 % of neurons, with mean knockdown efficiencies up to 60 % and minimal impact on neurite length. PTEN-targeting siRNAs increased neurite outgrowth by 40 % (p < 0.001), while death siRNA reduced length by 30 % (p < 0.001), demonstrating sensitivity to both stimulatory and inhibitory gene perturbations.

Comparison

Our approach offers substantially lower cost and higher throughput than alternatives. Relative to electroporation protocols for adult DRG neurons, reagent cost is reduced ∼12-fold and hands-on time drops from ∼2 days to ∼3 h, while eliminating specialized equipment. Notably, the assay was optimized for cost-efficiency and scalability; for instance, our 384-well format protocol can screen hundreds of genes in triplicate for under $10,000, making high-content screening feasible in smaller laboratories.

Conclusions

This platform enables rapid, cost-effective evaluation of hundreds to thousands of candidate genes in adult sensory neurons, facilitating identification of neurite growth regulators.
成人感觉神经元基因沉默高含量筛选方法的建立
有丝分裂后神经元的高含量筛选由于转染效率低和昂贵的病毒或电穿孔方法而面临挑战。为了加速成人感觉神经元的发现,我们寻找了一种可扩展的、低成本的平台,以保持神经元的健康。方法利用表达egfp的成人Fischer 344 DRG神经元,建立了384孔脂质siRNA筛选实验。关键优化包括系统比较平板塑料和脂质/siRNA比例和试剂,以最小的毒性产生最大的敲除。结果最优条件(0.12 μL试剂,2.5 pmol siRNA/孔)使45 %的神经元EGFP荧光降低≥ 50 %,平均敲除效率高达60 %,对神经突长度的影响最小。靶向pten的siRNA使神经突生长增加了40% % (p <; 0.001),而死亡siRNA的长度减少了30% % (p <; 0.001),显示出对刺激和抑制基因扰动的敏感性。我们的方法比其他方法成本更低,吞吐量更高。相对于成体DRG神经元的电穿孔方案,试剂成本降低了约12倍,操作时间从约2天降至约3 h,同时省去了专门的设备。值得注意的是,该检测方法在成本效益和可扩展性方面进行了优化;例如,我们的384孔格式的方案可以筛选数百个三份基因,成本不到1万美元,这使得在较小的实验室中进行高含量的筛选成为可能。结论:该平台能够快速、经济地评估成人感觉神经元中数百至数千个候选基因,促进神经突生长调节因子的鉴定。
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 求助全文
来源期刊
Journal of Neuroscience Methods
Journal of Neuroscience Methods 医学-神经科学
CiteScore
7.10
自引率
3.30%
发文量
226
审稿时长
52 days
期刊介绍: The Journal of Neuroscience Methods publishes papers that describe new methods that are specifically for neuroscience research conducted in invertebrates, vertebrates or in man. Major methodological improvements or important refinements of established neuroscience methods are also considered for publication. The Journal''s Scope includes all aspects of contemporary neuroscience research, including anatomical, behavioural, biochemical, cellular, computational, molecular, invasive and non-invasive imaging, optogenetic, and physiological research investigations.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信