High-throughput microfluidic extraction of platelet-free plasma for MicroRNA and extracellular vesicle analysis

Cell-free RNAs and extracellular vesicles (EVs) are valuable biomarkers in liquid biopsies, but they are prone to preanalytical variabilities such as nonstandardized centrifugation or ex vivo blood degradation. Herein, we report a high-throughput and label-free inertial microfluidic device (ExoArc)...

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Main Authors: Leong, Sheng Yuan, Lok, Wan Wei, Goh, Kah Yee, Ong, Hong Boon, Tay, Hui Min, Su, Chengxun, Kong, Fang, Upadya, Megha, Wang, Wei, Radnaa, Enkhtuya, Menon, Ramkumar, Dao, Ming, Dalan, Rinkoo, Suresh, Subra, Lim, Darren Wan-Teck, Hou, Han Wei
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2024
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Online Access:https://hdl.handle.net/10356/174668
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spelling sg-ntu-dr.10356-1746682024-04-23T03:11:40Z High-throughput microfluidic extraction of platelet-free plasma for MicroRNA and extracellular vesicle analysis Leong, Sheng Yuan Lok, Wan Wei Goh, Kah Yee Ong, Hong Boon Tay, Hui Min Su, Chengxun Kong, Fang Upadya, Megha Wang, Wei Radnaa, Enkhtuya Menon, Ramkumar Dao, Ming Dalan, Rinkoo Suresh, Subra Lim, Darren Wan-Teck Hou, Han Wei School of Mechanical and Aerospace Engineering School of Biological Sciences School of Materials Science and Engineering Lee Kong Chian School of Medicine (LKCMedicine) Tan Tock Seng Hospital Engineering Platelet-free plasma Liquid biopsy Cell-free RNAs and extracellular vesicles (EVs) are valuable biomarkers in liquid biopsies, but they are prone to preanalytical variabilities such as nonstandardized centrifugation or ex vivo blood degradation. Herein, we report a high-throughput and label-free inertial microfluidic device (ExoArc) for isolation of platelet-free plasma from blood for RNA and EV analysis. Unlike conventional inertial microfluidic devices widely used for cell sorting, a submicrometer size cutoff (500 nm) was achieved which completely removed all leukocytes, RBCs, platelets, and cellular debris based on differential lateral migration induced by Dean vortices. The single-step operation also reduced platelet-associated miRNAs (∼2-fold) compared to centrifugation. We clinically validated ExoArc for plasma miRNA profiling (39 samples) and identified a 7-miRNA panel that detects non-small cell lung cancer with ∼90% sensitivity. ExoArc was also coupled with size exclusion chromatography (SEC) to isolate EVs within 50 min with ∼10-fold higher yield than ultracentrifugation. As a proof-of-concept for EV-based transcriptomics analysis, we performed miRNA analysis in healthy and type 2 diabetes mellitus (T2DM) subjects (n = 3 per group) by coupling ExoArc and ExoArc+SEC with quantitative polymerase chain reaction (RT-qPCR) assay. Among 293 miRNAs detected, plasmas and EVs showed distinct differentially expressed miRNAs in T2DM subjects. We further demonstrated automated in-line EV sorting from low volume culture media for continuous EV monitoring. Overall, the developed ExoArc offers a convenient centrifugation-free workflow to automate plasma and EV isolation for point-of-care diagnostics and quality control in EV manufacturing. Nanyang Technological University National Medical Research Council (NMRC) Submitted/Accepted version H.W.H. would like to acknowledge the financial support from NTUitive POC Gap Funding (NGF-2020-09-010), SMART Ignition Grant (ING-001058BIOIGN), and NTU Start up grant. S.Y.L. would like to acknowledge support from the NTU Research Scholarship. D.W.-T.L. and K.Y.G. are supported by NMRC/CSAINV/0025/2017. 2024-04-07T06:43:05Z 2024-04-07T06:43:05Z 2024 Journal Article Leong, S. Y., Lok, W. W., Goh, K. Y., Ong, H. B., Tay, H. M., Su, C., Kong, F., Upadya, M., Wang, W., Radnaa, E., Menon, R., Dao, M., Dalan, R., Suresh, S., Lim, D. W. & Hou, H. W. (2024). High-throughput microfluidic extraction of platelet-free plasma for MicroRNA and extracellular vesicle analysis. ACS Nano, 18(8), 6623-6637. https://dx.doi.org/10.1021/acsnano.3c12862 1936-0851 https://hdl.handle.net/10356/174668 10.1021/acsnano.3c12862 38348825 2-s2.0-85185580524 8 18 6623 6637 en NGF-2020-09-010 ING-001058BIOIGN NTU-SUG NMRC/CSAINV/0025/2017 ACS Nano 10.21979/N9/VGLHMU © 2024 American Chemical Society. All rights reserved. This article may be downloaded for personal use only. Any other use requires prior permission of the copyright holder. The Version of Record is available online at http://doi.org/10.1021/acsnano.3c12862. application/pdf application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering
Platelet-free plasma
Liquid biopsy
spellingShingle Engineering
Platelet-free plasma
Liquid biopsy
Leong, Sheng Yuan
Lok, Wan Wei
Goh, Kah Yee
Ong, Hong Boon
Tay, Hui Min
Su, Chengxun
Kong, Fang
Upadya, Megha
Wang, Wei
Radnaa, Enkhtuya
Menon, Ramkumar
Dao, Ming
Dalan, Rinkoo
Suresh, Subra
Lim, Darren Wan-Teck
Hou, Han Wei
High-throughput microfluidic extraction of platelet-free plasma for MicroRNA and extracellular vesicle analysis
description Cell-free RNAs and extracellular vesicles (EVs) are valuable biomarkers in liquid biopsies, but they are prone to preanalytical variabilities such as nonstandardized centrifugation or ex vivo blood degradation. Herein, we report a high-throughput and label-free inertial microfluidic device (ExoArc) for isolation of platelet-free plasma from blood for RNA and EV analysis. Unlike conventional inertial microfluidic devices widely used for cell sorting, a submicrometer size cutoff (500 nm) was achieved which completely removed all leukocytes, RBCs, platelets, and cellular debris based on differential lateral migration induced by Dean vortices. The single-step operation also reduced platelet-associated miRNAs (∼2-fold) compared to centrifugation. We clinically validated ExoArc for plasma miRNA profiling (39 samples) and identified a 7-miRNA panel that detects non-small cell lung cancer with ∼90% sensitivity. ExoArc was also coupled with size exclusion chromatography (SEC) to isolate EVs within 50 min with ∼10-fold higher yield than ultracentrifugation. As a proof-of-concept for EV-based transcriptomics analysis, we performed miRNA analysis in healthy and type 2 diabetes mellitus (T2DM) subjects (n = 3 per group) by coupling ExoArc and ExoArc+SEC with quantitative polymerase chain reaction (RT-qPCR) assay. Among 293 miRNAs detected, plasmas and EVs showed distinct differentially expressed miRNAs in T2DM subjects. We further demonstrated automated in-line EV sorting from low volume culture media for continuous EV monitoring. Overall, the developed ExoArc offers a convenient centrifugation-free workflow to automate plasma and EV isolation for point-of-care diagnostics and quality control in EV manufacturing.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Leong, Sheng Yuan
Lok, Wan Wei
Goh, Kah Yee
Ong, Hong Boon
Tay, Hui Min
Su, Chengxun
Kong, Fang
Upadya, Megha
Wang, Wei
Radnaa, Enkhtuya
Menon, Ramkumar
Dao, Ming
Dalan, Rinkoo
Suresh, Subra
Lim, Darren Wan-Teck
Hou, Han Wei
format Article
author Leong, Sheng Yuan
Lok, Wan Wei
Goh, Kah Yee
Ong, Hong Boon
Tay, Hui Min
Su, Chengxun
Kong, Fang
Upadya, Megha
Wang, Wei
Radnaa, Enkhtuya
Menon, Ramkumar
Dao, Ming
Dalan, Rinkoo
Suresh, Subra
Lim, Darren Wan-Teck
Hou, Han Wei
author_sort Leong, Sheng Yuan
title High-throughput microfluidic extraction of platelet-free plasma for MicroRNA and extracellular vesicle analysis
title_short High-throughput microfluidic extraction of platelet-free plasma for MicroRNA and extracellular vesicle analysis
title_full High-throughput microfluidic extraction of platelet-free plasma for MicroRNA and extracellular vesicle analysis
title_fullStr High-throughput microfluidic extraction of platelet-free plasma for MicroRNA and extracellular vesicle analysis
title_full_unstemmed High-throughput microfluidic extraction of platelet-free plasma for MicroRNA and extracellular vesicle analysis
title_sort high-throughput microfluidic extraction of platelet-free plasma for microrna and extracellular vesicle analysis
publishDate 2024
url https://hdl.handle.net/10356/174668
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