Cellphone-Based Hand-Held Microplate Reader for Point-of-Care Testing of Enzyme-Linked Immunosorbent Assays

被引:270
|
作者
Berg, Brandon [1 ,2 ]
Cortazar, Bingen [1 ]
Tseng, Derek [1 ,3 ]
Ozkan, Haydar [1 ,3 ,4 ]
Feng, Steve [1 ]
Wei, Qingshan [1 ,3 ]
Chan, Raymond Yan-Lok [1 ]
Burbano, Jordi [1 ]
Farooqui, Qamar [1 ]
Lewinski, Michael [3 ,5 ]
Di Carlo, Dino [3 ,6 ,7 ]
Garner, Omai B. [8 ]
Ozcan, Aydogan [1 ,3 ,6 ,9 ]
机构
[1] Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, Dept Phys & Astron, Los Angeles, CA 90095 USA
[3] Univ Calif Los Angeles, Dept Bioengn, Los Angeles, CA 90095 USA
[4] Fatih Sultan Mehmet Vakif Univ, Dept Biomed Engn, TR-34445 Istanbul, Turkey
[5] Roche Mol Syst Inc, Pleasanton, CA 94588 USA
[6] Univ Calif Los Angeles, California NanoSyst Inst CNSI, Los Angeles, CA 90095 USA
[7] Univ Calif Los Angeles, Jonsson Comprehens Canc Ctr, Los Angeles, CA 90095 USA
[8] Univ Calif Los Angeles, David Geffen Sch Med, Dept Pathol & Lab Med, Los Angeles, CA 90095 USA
[9] Univ Calif Los Angeles, David Geffen Sch Med, Dept Surg, Los Angeles, CA 90095 USA
基金
美国国家科学基金会;
关键词
ELISA; immunoassay point-of-care; microplate reader; smartphone; vaccination telemedicine; COLORIMETRIC DETECTION; MOBILE PHONE; SMARTPHONE; PLATFORM; CHIP;
D O I
10.1021/acsnano.5b03203
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Standard microplate based enzyme-linked immunosorbent assays (ELISA) are widely utilized for various nanomedicine, molecular sensing, and disease screening applications, and this multiwell plate batched analysis dramatically reduces diagnosis costs per patient compared to nonbatched or nonstandard tests. However, their use in resource-limited and field-settings is inhibited by the necessity for relatively large and expensive readout instruments. To mitigate this problem, we created a hand-held and cost-effective cellphone-based colorimetric microplate reader, which uses a 3D-printed opto-mechanical attachment to hold and illuminate a 96-well plate using a light-emitting-diode (LED) array. This LED light is transmitted through each well, and is then collected via 96 individual optical fibers. Captured images of this fiber-bundle are transmitted to our servers through a custom-designed app for processing using a machine learning algorithm, yielding diagnostic results, which are delivered to the user within similar to 1 min per 96-well plate, and are visualized using the same app. We successfully tested this mobile platform in a clinical microbiology laboratory using FDA-approved mumps IgG, measles IgG, and herpes simplex virus IgG (HSV-1 and,HSV-2) ELISA tests using a total of 567 and 571 patient samples for training and blind testing, respectively, and achieved an accuracy of 99.6%, 98.6%, 99.4%, and 99.4% for mumps, measles, HSV-1, and HSV-2 tests, respectively. This cost-effective and hand-held platform could assist health-care professionals to perform high-throughput disease screening or tracking of vaccination campaigns at the point-of-care, even in resource-poor and field-settings. Also, its intrinsic wireless connectivity can serve epidemiological studies, generating spatiotemporal maps of disease prevalence and immunity.
引用
收藏
页码:7857 / 7866
页数:10
相关论文
共 50 条
  • [1] Cellphone-based hand-held microplate reader for point-of-care ELISA testing (Conference Presentation)
    Berg, Brandon
    Cortazar, Bingen
    Tseng, Derek
    Ozkan, Haydar
    Feng, Steve W.
    Wei, Qingshan
    Chan, Raymond Y.
    Burbano, Jordi
    Farooqui, Qamar
    Lewinski, Michael
    Di Carlo, Dino
    Garner, Omai B.
    Ozcan, Aydogan
    [J]. OPTICS AND BIOPHOTONICS IN LOW-RESOURCE SETTINGS II, 2016, 9699
  • [2] Automated enzyme-linked immunosorbent assay for point-of-care COVID-19 testing
    Baldo, Thaisa A.
    Ataide, Vanessa N.
    Park, Joowon
    Panraksa, Yosita
    Martinez, Brandaise
    Anderson, Loran B. R.
    Malsick, Lauren E.
    Gallichotte, Emily N.
    Ebel, Gregory D.
    Geiss, Brian J.
    Dandy, David S.
    Paixao, Thiago R. L. C.
    Henry, Charles S.
    [J]. ELECTROCHIMICA ACTA, 2024, 497
  • [3] Hand-Held Plasma Isolation Device for Point-of-Care Testing
    Bercich, Rebecca
    Bernhard, Jon
    Larson, Kate
    Lindsey, Jason
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2011, 58 (03) : 759 - 762
  • [4] Portable Electrochemical Immunochromatography Platform for Point-of-care Testing and Comparison with Enzyme-linked Immunosorbent Assay
    Iwasaki, Wataru
    Morita, Nobutomo
    Miyazaki, Masaya
    [J]. SENSORS AND MATERIALS, 2020, 32 (12) : 4131 - 4138
  • [5] A novel hand-held viscometer applicable for point-of-care
    Kim, Wan-Joong
    Kim, Sanghee
    Huh, Chul
    Kim, Bong Kyu
    Kim, Young Jun
    [J]. SENSORS AND ACTUATORS B-CHEMICAL, 2016, 234 : 239 - 246
  • [6] ENZYME-LINKED IMMUNOSORBENT-BASED ADHESION ASSAYS
    OFEK, I
    [J]. ADHESION OF MICROBIAL PATHOGENS, 1995, 253 : 528 - 536
  • [7] Smartphone based Pentraxin 3 enzyme-linked immunosorbent assay for point-of-care cardiovascular disease monitoring
    Li, Wei
    Dai, Bo
    Chen, Shujing
    Zheng, Lulu
    Wang, Xuhua
    Zhang, Dawei
    [J]. 2018 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE (ACP), 2018,
  • [8] A Hand-Held Ultrasound Imaging System for Point-of-Care Applications
    Han, Ho-san
    Cho, Jeong
    Song, Jae-hee
    Kim, Gi-duck
    Song, Tai-kyong
    Kim, Kang-sik
    [J]. 2006 IEEE ULTRASONICS SYMPOSIUM, VOLS 1-5, PROCEEDINGS, 2006, : 1099 - +
  • [9] Recent improvements in enzyme-linked immunosorbent assays based on nanomaterials
    Zhao, Qian
    Lu, Dai
    Zhang, Guangyin
    Zhang, Dong
    Shi, Xingbo
    [J]. TALANTA, 2021, 223
  • [10] Comparative study of a point-of-care test and an enzyme-linked immunosorbent assay (ELISA) for infliximab levels
    Thunberg, Joel
    Granno, Olle
    Bergemalm, Daniel
    Eriksson, Carl
    Visuri, Isabella
    Eberhardson, Michael
    Halfvarson, Jonas
    [J]. SCANDINAVIAN JOURNAL OF GASTROENTEROLOGY, 2024, 59 (02) : 150 - 155