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...
Saved in:
Published in: | Microfluidics and nanofluidics 2021-05, Vol.25 (5), Article 44 |
---|---|
Main Authors: | , |
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 > 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 > 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 & Transportation Engineering Abstracts</collection><collection>Health & 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 & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>Agricultural & 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 & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>ProQuest Engineering Collection</collection><collection>Health & 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 & 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 > 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 |