Design and Optimization of Ultrasound-Assisted Nucleic Acid Extraction System

萃取(化学) 核酸 计算机科学 超声波 材料科学 工艺工程 声学 化学 工程类 色谱法 生物化学 物理
作者
Yulin Huang,Jiayu Yang,Juntian Zeng,C.S. Huang,Xianglian Gong,Shaoxian Ma,Shengxiang Ge,Dongxu Zhang
出处
期刊:IEEE Transactions on Instrumentation and Measurement [Institute of Electrical and Electronics Engineers]
卷期号:73: 1-14 被引量:4
标识
DOI:10.1109/tim.2024.3381656
摘要

Nucleic acid extraction is the first step in nucleic acid analysis. Currently, designing an efficient, robust, and automated nucleic acid extraction system has been a challenging topic. Moreover, nucleic acid extraction system is commonly designed based on the magnetic beads method which is the most widely used in clinical practice, yet there is a lack of methods to characterize and measure the beads and fluid motion processes. This leads researchers to rely on biological experimental results for evaluating the performance of the system. To address these issues, we proposed a highly efficient and automated nucleic acid extraction system, including an ultrasound-assisted extraction instrument and a microfluidic chip. This instrument integrated ultrasound technology throughout the nucleic acid extraction process, significantly enhanced efficiency while eliminating the need for complex functional modules or additional reagent materials. It can complete extraction within 12 minutes, whereas manual methods or other instruments typically take 30 minutes and more. Furthermore, we presented a non-contact flow pattern measurement approach that combines acoustic knowledge and machine learning, which can be used to capture fluid motion within a miniature confined chamber under ultrasonic stimulation. Multidimensional experiments were conducted on the system. Firstly, we annotated 1946 flow field images and achieved an average recognition precision of 96.4%. Based on measurements and analysis of the actual flow fields, enhancements were made to the ultrasound stimulation strategy, which significantly improved system performance. As a final point, the biological experimental verification results indicated that the system performed comparably to the "gold standard" manual nucleic acid extraction method. The Coefficient of Variation (CV) remained under the 5%, signaling excellent stability. Particularly, it demonstrated a 100% detection rate for low-concentration samples (1.7 × 10 3 copies/mL).
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
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
谷雨林风完成签到,获得积分10
刚刚
1秒前
然然完成签到 ,获得积分10
1秒前
橙橙发布了新的文献求助10
1秒前
asdfzxcv应助鱼鱼鱼采纳,获得10
1秒前
1秒前
NexusExplorer应助科研通管家采纳,获得10
4秒前
小马甲应助科研通管家采纳,获得30
4秒前
4秒前
搜集达人应助科研通管家采纳,获得10
4秒前
4秒前
4秒前
ding应助科研通管家采纳,获得10
4秒前
4秒前
NexusExplorer应助科研通管家采纳,获得30
4秒前
Rank1e关注了科研通微信公众号
5秒前
踏实的烙发布了新的文献求助10
5秒前
小马甲应助One采纳,获得10
5秒前
6秒前
6秒前
6秒前
6秒前
领导范儿应助无私啤酒采纳,获得10
6秒前
7秒前
bkagyin应助ohh采纳,获得10
7秒前
7秒前
666发布了新的文献求助10
8秒前
8秒前
田様应助WANGYI采纳,获得10
9秒前
dls1015发布了新的文献求助10
9秒前
9秒前
meng应助zxh_采纳,获得20
10秒前
Kelo发布了新的文献求助10
10秒前
12秒前
mnjknm发布了新的文献求助10
12秒前
踏实的烙完成签到,获得积分10
13秒前
曹操的曹发布了新的文献求助10
13秒前
meir完成签到,获得积分10
14秒前
无奈枕头发布了新的文献求助10
15秒前
17秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
What Does It Cost to Travel in Sydney?: Spatial and Equity Contrasts across the Metropolitan Region 1000
Research for Social Workers 1000
Signals, Systems, and Signal Processing 510
Discrete-Time Signals and Systems 510
Les gratuités des transports collectifs : quels impacts sur les politiques de mobilité ? 500
Mastering New Drug Applications: A Step-by-Step Guide (Mastering the FDA Approval Process Book 1) 500
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5890542
求助须知:如何正确求助?哪些是违规求助? 6661096
关于积分的说明 15716831
捐赠科研通 5012073
什么是DOI,文献DOI怎么找? 2699630
邀请新用户注册赠送积分活动 1644663
关于科研通互助平台的介绍 1596655