Loading…

Microfluidic protein detection and quantification using droplet morphology

Sensitive, inline detection of proteins is required for post-chromatographic analyses in proteomics, cell-based assays, and drug discovery workflows. Among the common inline methods, post-column derivatization requires chemical labels, while label-free methods are either expensive (mass spectrometry...

Full description

Saved in:
Bibliographic Details
Published in:Microfluidics and nanofluidics 2021-05, Vol.25 (5), Article 44
Main Authors: Kebriaei, Razieh, Basu, Amar S.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c356t-a97d0bc5888523674760c04cb2b23fb52df05dd1a929522e9f61b838710a24033
cites cdi_FETCH-LOGICAL-c356t-a97d0bc5888523674760c04cb2b23fb52df05dd1a929522e9f61b838710a24033
container_end_page
container_issue 5
container_start_page
container_title Microfluidics and nanofluidics
container_volume 25
creator Kebriaei, Razieh
Basu, Amar S.
description Sensitive, inline detection of proteins is required for post-chromatographic analyses in proteomics, cell-based assays, and drug discovery workflows. Among the common inline methods, post-column derivatization requires chemical labels, while label-free methods are either expensive (mass spectrometry) or have limited sensitivity at small length scales (UV–Vis). This paper presents a label-free detection technique based on the concept that dissolved proteins can function as surfactants and decrease the dynamic interfacial tension (IFT) of an immiscible (water–oil) interface. Existing methods for measuring IFT, such as axisymmetric drop shape analysis (ADSA), operate in batch mode and are not suitable for continuous detection. Here we show that a microfluidic flow-focusing droplet generator operating at a frequency of > 100 Hz can track IFT changes continuously, with high temporal resolution and small detection volumes. Variations in protein concentration alter the size and shape of the drops/plugs formed, and these changes can be quantified in time using a high-speed camera and in-house image processing software. Moreover, the continuously refreshing interface alleviates issues related to surface aging. Two applications are demonstrated: (1) direct injection of a single protein into a microfluidic chip. (2) post-column detection of protein mixtures separated by high performance size exclusion chromatography (SEC HPLC). Of interest, the dynamic range of protein (bovine serum albumin, BSA) was 50 -10 4  μg/ml without using HPLC unit. The lowest limit of detection without HPLC unit was ~ 1 μg/ml of thyroglobulin protein in a 1 nl droplet, which equates to 1 fg of total protein. When used as a detector, the aforementioned detection method offered a sensitivity of six orders of magnitude higher than conventional UV–VIS detectors.
doi_str_mv 10.1007/s10404-021-02443-w
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2517676635</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2517676635</sourcerecordid><originalsourceid>FETCH-LOGICAL-c356t-a97d0bc5888523674760c04cb2b23fb52df05dd1a929522e9f61b838710a24033</originalsourceid><addsrcrecordid>eNp9kMtOwzAQRS0EEqXwA6wisQ6M38kSVTxVxAbWlmM7xVUat3aiqn-PIQh2LEYzGt07j4PQJYZrDCBvEgYGrASCczBGy_0RmmGBacnqGo5_64qcorOU1gBMEgwz9PziTQxtN3rrTbGNYXC-L6wbnBl86Avd22I36n7wrTf6uzUm368KG8O2c0OxCXH7EbqwOpyjk1Z3yV385Dl6v797WzyWy9eHp8XtsjSUi6HUtbTQGF5VFSdUSCYFGGCmIQ2hbcOJbYFbi3VNak6Iq1uBm4pWEoMmDCido6tpbr52N7o0qHUYY59XKsKxFFIIyrOKTKr8XkrRtWob_UbHg8KgvpipiZnKzNQ3M7XPJjqZUhb3Kxf_Rv_j-gTu92-K</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2517676635</pqid></control><display><type>article</type><title>Microfluidic protein detection and quantification using droplet morphology</title><source>Springer Link</source><creator>Kebriaei, Razieh ; Basu, Amar S.</creator><creatorcontrib>Kebriaei, Razieh ; Basu, Amar S.</creatorcontrib><description>Sensitive, inline detection of proteins is required for post-chromatographic analyses in proteomics, cell-based assays, and drug discovery workflows. Among the common inline methods, post-column derivatization requires chemical labels, while label-free methods are either expensive (mass spectrometry) or have limited sensitivity at small length scales (UV–Vis). This paper presents a label-free detection technique based on the concept that dissolved proteins can function as surfactants and decrease the dynamic interfacial tension (IFT) of an immiscible (water–oil) interface. Existing methods for measuring IFT, such as axisymmetric drop shape analysis (ADSA), operate in batch mode and are not suitable for continuous detection. Here we show that a microfluidic flow-focusing droplet generator operating at a frequency of &gt; 100 Hz can track IFT changes continuously, with high temporal resolution and small detection volumes. Variations in protein concentration alter the size and shape of the drops/plugs formed, and these changes can be quantified in time using a high-speed camera and in-house image processing software. Moreover, the continuously refreshing interface alleviates issues related to surface aging. Two applications are demonstrated: (1) direct injection of a single protein into a microfluidic chip. (2) post-column detection of protein mixtures separated by high performance size exclusion chromatography (SEC HPLC). Of interest, the dynamic range of protein (bovine serum albumin, BSA) was 50 -10 4  μg/ml without using HPLC unit. The lowest limit of detection without HPLC unit was ~ 1 μg/ml of thyroglobulin protein in a 1 nl droplet, which equates to 1 fg of total protein. When used as a detector, the aforementioned detection method offered a sensitivity of six orders of magnitude higher than conventional UV–VIS detectors.</description><identifier>ISSN: 1613-4982</identifier><identifier>EISSN: 1613-4990</identifier><identifier>DOI: 10.1007/s10404-021-02443-w</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Ageing ; Aging ; Analytical Chemistry ; Biomedical Engineering and Bioengineering ; Bovine serum albumin ; Detection ; Detectors ; Droplets ; Engineering ; Engineering Fluid Dynamics ; High performance liquid chromatography ; High speed cameras ; HPLC ; Image processing ; Ions ; Liquid chromatography ; Mass spectrometry ; Mass spectroscopy ; Measurement methods ; Microfluidics ; Morphology ; Nanotechnology and Microengineering ; Plugs ; Proteins ; Proteomics ; Research Paper ; Sensitivity ; Serum ; Serum albumin ; Shape ; Size exclusion chromatography ; Surface tension ; Temporal resolution ; Thyroglobulin ; Ultraviolet radiation</subject><ispartof>Microfluidics and nanofluidics, 2021-05, Vol.25 (5), Article 44</ispartof><rights>This is a U.S. government work and not under copyright protection in the U.S.; foreign copyright protection may apply 2021</rights><rights>This is a U.S. government work and not under copyright protection in the U.S.; foreign copyright protection may apply 2021.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c356t-a97d0bc5888523674760c04cb2b23fb52df05dd1a929522e9f61b838710a24033</citedby><cites>FETCH-LOGICAL-c356t-a97d0bc5888523674760c04cb2b23fb52df05dd1a929522e9f61b838710a24033</cites><orcidid>0000-0003-4019-2679</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Kebriaei, Razieh</creatorcontrib><creatorcontrib>Basu, Amar S.</creatorcontrib><title>Microfluidic protein detection and quantification using droplet morphology</title><title>Microfluidics and nanofluidics</title><addtitle>Microfluid Nanofluid</addtitle><description>Sensitive, inline detection of proteins is required for post-chromatographic analyses in proteomics, cell-based assays, and drug discovery workflows. Among the common inline methods, post-column derivatization requires chemical labels, while label-free methods are either expensive (mass spectrometry) or have limited sensitivity at small length scales (UV–Vis). This paper presents a label-free detection technique based on the concept that dissolved proteins can function as surfactants and decrease the dynamic interfacial tension (IFT) of an immiscible (water–oil) interface. Existing methods for measuring IFT, such as axisymmetric drop shape analysis (ADSA), operate in batch mode and are not suitable for continuous detection. Here we show that a microfluidic flow-focusing droplet generator operating at a frequency of &gt; 100 Hz can track IFT changes continuously, with high temporal resolution and small detection volumes. Variations in protein concentration alter the size and shape of the drops/plugs formed, and these changes can be quantified in time using a high-speed camera and in-house image processing software. Moreover, the continuously refreshing interface alleviates issues related to surface aging. Two applications are demonstrated: (1) direct injection of a single protein into a microfluidic chip. (2) post-column detection of protein mixtures separated by high performance size exclusion chromatography (SEC HPLC). Of interest, the dynamic range of protein (bovine serum albumin, BSA) was 50 -10 4  μg/ml without using HPLC unit. The lowest limit of detection without HPLC unit was ~ 1 μg/ml of thyroglobulin protein in a 1 nl droplet, which equates to 1 fg of total protein. When used as a detector, the aforementioned detection method offered a sensitivity of six orders of magnitude higher than conventional UV–VIS detectors.</description><subject>Ageing</subject><subject>Aging</subject><subject>Analytical Chemistry</subject><subject>Biomedical Engineering and Bioengineering</subject><subject>Bovine serum albumin</subject><subject>Detection</subject><subject>Detectors</subject><subject>Droplets</subject><subject>Engineering</subject><subject>Engineering Fluid Dynamics</subject><subject>High performance liquid chromatography</subject><subject>High speed cameras</subject><subject>HPLC</subject><subject>Image processing</subject><subject>Ions</subject><subject>Liquid chromatography</subject><subject>Mass spectrometry</subject><subject>Mass spectroscopy</subject><subject>Measurement methods</subject><subject>Microfluidics</subject><subject>Morphology</subject><subject>Nanotechnology and Microengineering</subject><subject>Plugs</subject><subject>Proteins</subject><subject>Proteomics</subject><subject>Research Paper</subject><subject>Sensitivity</subject><subject>Serum</subject><subject>Serum albumin</subject><subject>Shape</subject><subject>Size exclusion chromatography</subject><subject>Surface tension</subject><subject>Temporal resolution</subject><subject>Thyroglobulin</subject><subject>Ultraviolet radiation</subject><issn>1613-4982</issn><issn>1613-4990</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kMtOwzAQRS0EEqXwA6wisQ6M38kSVTxVxAbWlmM7xVUat3aiqn-PIQh2LEYzGt07j4PQJYZrDCBvEgYGrASCczBGy_0RmmGBacnqGo5_64qcorOU1gBMEgwz9PziTQxtN3rrTbGNYXC-L6wbnBl86Avd22I36n7wrTf6uzUm368KG8O2c0OxCXH7EbqwOpyjk1Z3yV385Dl6v797WzyWy9eHp8XtsjSUi6HUtbTQGF5VFSdUSCYFGGCmIQ2hbcOJbYFbi3VNak6Iq1uBm4pWEoMmDCido6tpbr52N7o0qHUYY59XKsKxFFIIyrOKTKr8XkrRtWob_UbHg8KgvpipiZnKzNQ3M7XPJjqZUhb3Kxf_Rv_j-gTu92-K</recordid><startdate>20210501</startdate><enddate>20210501</enddate><creator>Kebriaei, Razieh</creator><creator>Basu, Amar S.</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7TB</scope><scope>7X7</scope><scope>7XB</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H96</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>L.G</scope><scope>L6V</scope><scope>M0S</scope><scope>M7S</scope><scope>PATMY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>S0W</scope><orcidid>https://orcid.org/0000-0003-4019-2679</orcidid></search><sort><creationdate>20210501</creationdate><title>Microfluidic protein detection and quantification using droplet morphology</title><author>Kebriaei, Razieh ; Basu, Amar S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c356t-a97d0bc5888523674760c04cb2b23fb52df05dd1a929522e9f61b838710a24033</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Ageing</topic><topic>Aging</topic><topic>Analytical Chemistry</topic><topic>Biomedical Engineering and Bioengineering</topic><topic>Bovine serum albumin</topic><topic>Detection</topic><topic>Detectors</topic><topic>Droplets</topic><topic>Engineering</topic><topic>Engineering Fluid Dynamics</topic><topic>High performance liquid chromatography</topic><topic>High speed cameras</topic><topic>HPLC</topic><topic>Image processing</topic><topic>Ions</topic><topic>Liquid chromatography</topic><topic>Mass spectrometry</topic><topic>Mass spectroscopy</topic><topic>Measurement methods</topic><topic>Microfluidics</topic><topic>Morphology</topic><topic>Nanotechnology and Microengineering</topic><topic>Plugs</topic><topic>Proteins</topic><topic>Proteomics</topic><topic>Research Paper</topic><topic>Sensitivity</topic><topic>Serum</topic><topic>Serum albumin</topic><topic>Shape</topic><topic>Size exclusion chromatography</topic><topic>Surface tension</topic><topic>Temporal resolution</topic><topic>Thyroglobulin</topic><topic>Ultraviolet radiation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kebriaei, Razieh</creatorcontrib><creatorcontrib>Basu, Amar S.</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Mechanical &amp; Transportation Engineering Abstracts</collection><collection>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>Agricultural &amp; Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy &amp; Non-Living Resources</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) Professional</collection><collection>ProQuest Engineering Collection</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Engineering Database</collection><collection>Environmental Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Engineering collection</collection><collection>Environmental Science Collection</collection><collection>DELNET Engineering &amp; Technology Collection</collection><jtitle>Microfluidics and nanofluidics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kebriaei, Razieh</au><au>Basu, Amar S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Microfluidic protein detection and quantification using droplet morphology</atitle><jtitle>Microfluidics and nanofluidics</jtitle><stitle>Microfluid Nanofluid</stitle><date>2021-05-01</date><risdate>2021</risdate><volume>25</volume><issue>5</issue><artnum>44</artnum><issn>1613-4982</issn><eissn>1613-4990</eissn><abstract>Sensitive, inline detection of proteins is required for post-chromatographic analyses in proteomics, cell-based assays, and drug discovery workflows. Among the common inline methods, post-column derivatization requires chemical labels, while label-free methods are either expensive (mass spectrometry) or have limited sensitivity at small length scales (UV–Vis). This paper presents a label-free detection technique based on the concept that dissolved proteins can function as surfactants and decrease the dynamic interfacial tension (IFT) of an immiscible (water–oil) interface. Existing methods for measuring IFT, such as axisymmetric drop shape analysis (ADSA), operate in batch mode and are not suitable for continuous detection. Here we show that a microfluidic flow-focusing droplet generator operating at a frequency of &gt; 100 Hz can track IFT changes continuously, with high temporal resolution and small detection volumes. Variations in protein concentration alter the size and shape of the drops/plugs formed, and these changes can be quantified in time using a high-speed camera and in-house image processing software. Moreover, the continuously refreshing interface alleviates issues related to surface aging. Two applications are demonstrated: (1) direct injection of a single protein into a microfluidic chip. (2) post-column detection of protein mixtures separated by high performance size exclusion chromatography (SEC HPLC). Of interest, the dynamic range of protein (bovine serum albumin, BSA) was 50 -10 4  μg/ml without using HPLC unit. The lowest limit of detection without HPLC unit was ~ 1 μg/ml of thyroglobulin protein in a 1 nl droplet, which equates to 1 fg of total protein. When used as a detector, the aforementioned detection method offered a sensitivity of six orders of magnitude higher than conventional UV–VIS detectors.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s10404-021-02443-w</doi><orcidid>https://orcid.org/0000-0003-4019-2679</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 1613-4982
ispartof Microfluidics and nanofluidics, 2021-05, Vol.25 (5), Article 44
issn 1613-4982
1613-4990
language eng
recordid cdi_proquest_journals_2517676635
source Springer Link
subjects Ageing
Aging
Analytical Chemistry
Biomedical Engineering and Bioengineering
Bovine serum albumin
Detection
Detectors
Droplets
Engineering
Engineering Fluid Dynamics
High performance liquid chromatography
High speed cameras
HPLC
Image processing
Ions
Liquid chromatography
Mass spectrometry
Mass spectroscopy
Measurement methods
Microfluidics
Morphology
Nanotechnology and Microengineering
Plugs
Proteins
Proteomics
Research Paper
Sensitivity
Serum
Serum albumin
Shape
Size exclusion chromatography
Surface tension
Temporal resolution
Thyroglobulin
Ultraviolet radiation
title Microfluidic protein detection and quantification using droplet morphology
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-30T22%3A20%3A09IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Microfluidic%20protein%20detection%20and%20quantification%20using%20droplet%20morphology&rft.jtitle=Microfluidics%20and%20nanofluidics&rft.au=Kebriaei,%20Razieh&rft.date=2021-05-01&rft.volume=25&rft.issue=5&rft.artnum=44&rft.issn=1613-4982&rft.eissn=1613-4990&rft_id=info:doi/10.1007/s10404-021-02443-w&rft_dat=%3Cproquest_cross%3E2517676635%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c356t-a97d0bc5888523674760c04cb2b23fb52df05dd1a929522e9f61b838710a24033%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2517676635&rft_id=info:pmid/&rfr_iscdi=true