Computer vision enabled funnel adapted sensing tube (FAST) for power-free and pipette-free nucleic acid detection

被引:13
作者
Bao, Mengdi [1 ]
Zhang, Shuhuan [1 ]
ten Pas, Chad [1 ]
Dollery, Stephen J. [2 ]
Bushnell, Ruth, V [2 ]
Yuqing, F. N. U. [1 ]
Liu, Rui [1 ]
Lu, Guoyu [3 ]
Tobin, Gregory J. [2 ]
Du, Ke [1 ]
机构
[1] Univ Calif Riverside, Dept Chem & Environm Engn, Riverside, CA 92521 USA
[2] Biol Mimet Inc, 124 Byte Dr, Frederick, MD 21702 USA
[3] Univ Georgia, Dept Elect & Comp Engn, Athens, GA 30602 USA
关键词
CRISPR; MICROFLUIDICS; AMPLIFICATION; DIAGNOSTICS; SARS-COV-2; KERNEL; SVM;
D O I
10.1039/d2lc00586g
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
A simple, portable, and low-cost microfluidic system-funnel adapted sensing tube (FAST) is developed as an integrated, power-free, and pipette-free biosensor for viral nucleic acids. This FAST chip consists of four reaction chambers separated by carbon fiber rods, and the reagents in each chamber are transferred and mixed by manually removing the rods. Rather than using electrical heaters, only a hand warmer pouch is used for an isothermal recombinase polymerase amplification (RPA) and CRISPR-Cas12a reaction. The signal produced by the RPA-CRISPR reaction is observed by the naked eye using an inexpensive flashlight as a light source. The FAST chip is fabricated using water-soluble polyvinyl alcohol (PVA) as a sacrificial core, which is simple and environmentally friendly. Using a SARS-CoV-2 fragment as a target, a similar to 10 fM (6 x 10(3) copies per mu L) detection limit is achieved. To generalize standard optical readout for individuals without training, a linear kernel algorithm is created, showing an accuracy of similar to 100% for identifying both positive and negative samples in FAST. This power-free, pipette-free, disposable, and simple device will be a promising tool for nucleic acid diagnostics in either clinics or low-resource settings.
引用
收藏
页码:4849 / 4859
页数:11
相关论文
共 59 条
  • [1] [Anonymous], 2018, Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics
  • [2] [Anonymous], WHO CORONAVIRUS COVI
  • [3] Magnetic Bead-Quantum Dot (MB-Qdot) Clustered Regularly Interspaced Short Palindromic Repeat Assay for Simple Viral DNA Detection
    Bao, Mengdi
    Jensen, Erik
    Chang, Yu
    Korensky, Grant
    Du, Ke
    [J]. ACS APPLIED MATERIALS & INTERFACES, 2020, 12 (39) : 43435 - 43443
  • [4] Diagnosing the novel SARS-CoV-2 by quantitative RT-PCR: variations and opportunities
    Barreto, Horllys Gomes
    de Padua Milagres, Flavio Augusto
    de Araujo, Gessi Carvalho
    Daude, Matheus Martins
    Benedito, Vagner Augusto
    [J]. JOURNAL OF MOLECULAR MEDICINE-JMM, 2020, 98 (12): : 1727 - 1736
  • [5] Detection profile of SARS-CoV-2 using RT-PCR in different types of clinical specimens: A systematic review and meta-analysis
    Bwire, George M.
    Majigo, Mtebe, V
    Njiro, Belinda J.
    Mawazo, Akili
    [J]. JOURNAL OF MEDICAL VIROLOGY, 2021, 93 (02) : 719 - 725
  • [6] Rapid colorimetric detection of Zika virus from serum and urine specimens by reverse transcription loop-mediated isothermal amplification (RT-LAMP)
    Calvert, Amanda E.
    Biggerstaff, Brad J.
    Tanner, Nathan A.
    Lauterbach, Molly
    Lanciotti, Robert S.
    [J]. PLOS ONE, 2017, 12 (09):
  • [7] Problem formulations and solvers in linear SVM: a review
    Chauhan, Vinod Kumar
    Dahiya, Kalpana
    Sharma, Anuj
    [J]. ARTIFICIAL INTELLIGENCE REVIEW, 2019, 52 (02) : 803 - 855
  • [8] CRISPR-Cas12a target binding unleashes indiscriminate single-stranded DNase activity
    Chen, Janice S.
    Ma, Enbo
    Harrington, Lucas B.
    Da Costa, Maria
    Tian, Xinran
    Palefsky, Joel M.
    Doudna, Jennifer A.
    [J]. SCIENCE, 2018, 360 (6387) : 436 - +
  • [9] CRISPR/Cas12a-Modulated fluorescence resonance energy transfer with nanomaterials for nucleic acid sensing
    Cheng, Xiaoxue
    Yan, Yurong
    Chen, Xueping
    Duan, Jiaxin
    Zhang, Decai
    Yang, Tiantian
    Gou, Xiaolong
    Zhao, Min
    Ding, Shijia
    Cheng, Wei
    [J]. SENSORS AND ACTUATORS B-CHEMICAL, 2021, 331
  • [10] Combined recombinase polymerase amplification/rkDNA-graphene oxide probing system for detection of SARS-CoV-2
    Choi, Moon Hyeok
    Lee, Jaehyeon
    Seo, Young Jun
    [J]. ANALYTICA CHIMICA ACTA, 2021, 1158