Multiplexed in-gel microfluidic immunoassays: characterizing protein target loss during reprobing of benzophenone-modified hydrogels
Abstract
From whole tissues to single-cell lysate, heterogeneous immunoassays are widely utilized for analysis of protein targets in complex biospecimens. Recently, benzophenone-functionalized hydrogel scaffolds have been used to immobilize target protein for immunoassay detection with fluorescent antibody probes. In benzophenone-functionalized hydrogels, multiplex target detection occurs via serial rounds of chemical stripping (incubation with sodium-dodecyl-sulfate (SDS) and β-mercaptoethanol at 50-60 °C for ≥1 h), followed by reprobing (interrogation with additional antibody probes). Although benzophenone facilitates covalent immobilization of proteins to the hydrogel, we observe 50% immunoassay signal loss of immobilized protein targets during stripping rounds. Here, we identify and characterize signal loss mechanisms during stripping and reprobing. We posit that loss of immobilized target is responsible for ≥50% of immunoassay signal loss, and that target loss is attributable to disruption of protein immobilization by denaturing detergents (SDS) and incubation at elevated temperatures. Furthermore, our study suggests that protein losses under non-denaturing conditions are more sensitive to protein structure (i.e., hydrodynamic radius), than to molecular mass (size). We formulate design guidance for multiplexed in-gel immunoassays, including that low-abundance proteins be immunoprobed first, even when targets are covalently immobilized to the gel. We also recommend careful scrutiny of the order of proteins targets detectedmore »
- Authors:
-
- Univ. of California, Berkeley, CA (United States)
- Univ. of California, Berkeley, CA (United States); Chan Zuckerberg BioHub, San Francisco, CA (United States)
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC); National Institutes of Health (NIH); National Sciences and Engineering Research Council of Canada (NSERC)
- OSTI Identifier:
- 1591820
- Grant/Contract Number:
- AC02-05CH11231; R33 CA2259296; PGS-D 487496
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Scientific Reports
- Additional Journal Information:
- Journal Volume: 9; Journal Issue: 1; Journal ID: ISSN 2045-2322
- Publisher:
- Nature Publishing Group
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 59 BASIC BIOLOGICAL SCIENCES
Citation Formats
Gopal, Anjali, and Herr, Amy E. Multiplexed in-gel microfluidic immunoassays: characterizing protein target loss during reprobing of benzophenone-modified hydrogels. United States: N. p., 2019.
Web. doi:10.1038/s41598-019-51849-8.
Gopal, Anjali, & Herr, Amy E. Multiplexed in-gel microfluidic immunoassays: characterizing protein target loss during reprobing of benzophenone-modified hydrogels. United States. https://doi.org/10.1038/s41598-019-51849-8
Gopal, Anjali, and Herr, Amy E. Mon .
"Multiplexed in-gel microfluidic immunoassays: characterizing protein target loss during reprobing of benzophenone-modified hydrogels". United States. https://doi.org/10.1038/s41598-019-51849-8. https://www.osti.gov/servlets/purl/1591820.
@article{osti_1591820,
title = {Multiplexed in-gel microfluidic immunoassays: characterizing protein target loss during reprobing of benzophenone-modified hydrogels},
author = {Gopal, Anjali and Herr, Amy E.},
abstractNote = {From whole tissues to single-cell lysate, heterogeneous immunoassays are widely utilized for analysis of protein targets in complex biospecimens. Recently, benzophenone-functionalized hydrogel scaffolds have been used to immobilize target protein for immunoassay detection with fluorescent antibody probes. In benzophenone-functionalized hydrogels, multiplex target detection occurs via serial rounds of chemical stripping (incubation with sodium-dodecyl-sulfate (SDS) and β-mercaptoethanol at 50-60 °C for ≥1 h), followed by reprobing (interrogation with additional antibody probes). Although benzophenone facilitates covalent immobilization of proteins to the hydrogel, we observe 50% immunoassay signal loss of immobilized protein targets during stripping rounds. Here, we identify and characterize signal loss mechanisms during stripping and reprobing. We posit that loss of immobilized target is responsible for ≥50% of immunoassay signal loss, and that target loss is attributable to disruption of protein immobilization by denaturing detergents (SDS) and incubation at elevated temperatures. Furthermore, our study suggests that protein losses under non-denaturing conditions are more sensitive to protein structure (i.e., hydrodynamic radius), than to molecular mass (size). We formulate design guidance for multiplexed in-gel immunoassays, including that low-abundance proteins be immunoprobed first, even when targets are covalently immobilized to the gel. We also recommend careful scrutiny of the order of proteins targets detected via multiple immunoprobing cycles, based on the protein immobilization buffer composition.},
doi = {10.1038/s41598-019-51849-8},
journal = {Scientific Reports},
number = 1,
volume = 9,
place = {United States},
year = {Mon Oct 28 00:00:00 EDT 2019},
month = {Mon Oct 28 00:00:00 EDT 2019}
}
Web of Science
Works referenced in this record:
The assessment of cellular proliferation by immunohistochemistry: A review of currently available methods and their applications
journal, March 1992
- Yu, Cermen C. -W.; Woods, Amanda L.; Levison, David A.
- The Histochemical Journal, Vol. 24, Issue 3
Subcellular western blotting of single cells
journal, February 2017
- Yamauchi, Kevin A.; Herr, Amy E.
- Microsystems & Nanoengineering, Vol. 3, Issue 1
Organic compatible polyacrylamide hydrogel fibers
journal, July 2009
- Lu, Ping; Hsieh, You-Lo
- Polymer, Vol. 50, Issue 15
Seven-color Fluorescence Imaging of Tissue Samples Based on Fourier Spectroscopy and Singular Value Decomposition
journal, May 2000
- Tsurui, Hiromichi; Nishimura, Hiroyuki; Hattori, Susumu
- Journal of Histochemistry & Cytochemistry, Vol. 48, Issue 5
Seven-color Fluorescence Imaging of Tissue Samples Based on Fourier Spectroscopy and Singular Value Decomposition
journal, May 2000
- Tsurui, Hiromichi; Nishimura, Hiroyuki; Hattori, Susumu
- Journal of Histochemistry & Cytochemistry, Vol. 48, Issue 5
The erasable Western blot
journal, February 1987
- Kaufmann, Scott H.; Ewing, Charles M.; Shaper, Joel H.
- Analytical Biochemistry, Vol. 161, Issue 1
Accuracy of Protein Size Estimates Based on Light Scattering Measurements
journal, January 2014
- Takeuchi, Ken; Nakatani, Yoichi; Hisatomi, Osamu
- Open Journal of Biophysics, Vol. 04, Issue 02
Protein–Hydrogel Interactions in Tissue Engineering: Mechanisms and Applications
journal, April 2013
- Zustiak, Silviya P.; Wei, Yunqian; Leach, Jennie B.
- Tissue Engineering Part B: Reviews, Vol. 19, Issue 2
Microfluidic Western blotting
journal, December 2012
- Hughes, A. J.; Herr, A. E.
- Proceedings of the National Academy of Sciences, Vol. 109, Issue 52
Benzophenone Absorption and Diffusion in Poly(dimethylsiloxane) and Its Role in Graft Photo-polymerization for Surface Modification
journal, February 2011
- Schneider, Marc H.; Tran, Yvette; Tabeling, Patrick
- Langmuir, Vol. 27, Issue 3
Single-cell western blotting
journal, June 2014
- Hughes, Alex J.; Spelke, Dawn P.; Xu, Zhuchen
- Nature Methods, Vol. 11, Issue 7
Multiplexed Protein Quantification with Barcoded Hydrogel Microparticles
journal, January 2011
- Appleyard, David C.; Chapin, Stephen C.; Doyle, Patrick S.
- Analytical Chemistry, Vol. 83, Issue 1
Visualizing the native cellular organization by coupling cryofixation with expansion microscopy (Cryo-ExM)
journal, January 2022
- Laporte, Marine H.; Klena, Nikolai; Hamel, Virginie
- Nature Methods, Vol. 19, Issue 2
Expansion microscopy
journal, January 2015
- Chen, F.; Tillberg, P. W.; Boyden, E. S.
- Science, Vol. 347, Issue 6221
Contact printing of arrayed microstructures
journal, April 2010
- Xu, Wei; Luikart, Alicia M.; Sims, Christopher E.
- Analytical and Bioanalytical Chemistry, Vol. 397, Issue 8
Cellular senescence: when bad things happen to good cells
journal, September 2007
- Campisi, Judith; d'Adda di Fagagna, Fabrizio
- Nature Reviews Molecular Cell Biology, Vol. 8, Issue 9
Subcellular western blotting of single cells
journal, February 2017
- Yamauchi, Kevin A.; Herr, Amy E.
- Microsystems & Nanoengineering, Vol. 3, Issue 1
Tunable, Photoreactive Hydrogel System To Probe Synergies between Mechanical and Biomolecular Cues on Adipose-Derived Mesenchymal Stem Cell Differentiation
journal, July 2015
- Banks, Jessica M.; Harley, Brendan A. C.; Bailey, Ryan C.
- ACS Biomaterials Science & Engineering, Vol. 1, Issue 8
Hydrogen Bonding Aggregation in Acrylamide: Theory and Experiment
journal, September 2018
- Patyukova, Elena; Rottreau, Taylor; Evans, Robert
- Macromolecules, Vol. 51, Issue 18
Physical and chemical properties of soybean proteins
journal, February 1977
- Wolf, W. J.
- Journal of the American Oil Chemists' Society, Vol. 54, Issue 2
Recent developments in multiplexing techniques for immunohistochemistry
journal, July 2015
- Dixon, Angela R.; Bathany, Cédric; Tsuei, Michael
- Expert Review of Molecular Diagnostics, Vol. 15, Issue 9
Cellular senescence: when bad things happen to good cells
journal, September 2007
- Campisi, Judith; d'Adda di Fagagna, Fabrizio
- Nature Reviews Molecular Cell Biology, Vol. 8, Issue 9
Contact printing of arrayed microstructures
journal, April 2010
- Xu, Wei; Luikart, Alicia M.; Sims, Christopher E.
- Analytical and Bioanalytical Chemistry, Vol. 397, Issue 8
Prolonged Culture of Aligned Skeletal Myotubes on Micromolded Gelatin Hydrogels
journal, June 2016
- Bettadapur, Archana; Suh, Gio C.; Geisse, Nicholas A.
- Scientific Reports, Vol. 6, Issue 1
Co-fabrication of chitosan and epoxy photoresist to form microwell arrays with permeable hydrogel bottoms
text, January 2016
- L., Allbritton, Nancy; M., Ornoff, Douglas; S., Shah, Akash
- The University of North Carolina at Chapel Hill University Libraries
Kinetic Analysis of Enzymes Immobilized in Porous Film Arrays
journal, September 2017
- Neira, Hector D.; Herr, Amy E.
- Analytical Chemistry, Vol. 89, Issue 19
The erasable Western blot
journal, February 1987
- Kaufmann, Scott H.; Ewing, Charles M.; Shaper, Joel H.
- Analytical Biochemistry, Vol. 161, Issue 1
Effect of Polymer Hydration State on In-Gel Immunoassays
journal, July 2015
- Vlassakis, Julea; Herr, Amy E.
- Analytical Chemistry, Vol. 87, Issue 21
Isoelectric focusing technology quantifies protein signaling in 25 cells
journal, October 2006
- O'Neill, R. A.; Bhamidipati, A.; Bi, X.
- Proceedings of the National Academy of Sciences, Vol. 103, Issue 44
Denaturation studies reveal significant differences between GFP and blue fluorescent protein
journal, October 2009
- Saeed, Ibtesam A.; Ashraf, S. Salman
- International Journal of Biological Macromolecules, Vol. 45, Issue 3
Entropic trapping of macromolecules by mesoscopic periodic voids in a polymer hydrogel
journal, January 1999
- Liu, Lei; Li, Pusheng; Asher, Sanford A.
- Nature, Vol. 397, Issue 6715
Multiplexed and scalable super-resolution imaging of three-dimensional protein localization in size-adjustable tissues
journal, July 2016
- Ku, Taeyun; Swaney, Justin; Park, Jeong-Yoon
- Nature Biotechnology, Vol. 34, Issue 9
Sequential immunofluorescence staining and image analysis for detection of large numbers of antigens in individual cell nuclei: Sequential Immunofluorescence Staining
journal, December 2001
- Wählby, Carolina; Erlandsson, Fredrik; Bengtsson, Ewert
- Cytometry, Vol. 47, Issue 1
Binding Kinetic Rates Measured via Electrophoretic Band Crossing in a Pseudohomogeneous Format
journal, February 2014
- Kapil, Monica A.; Herr, Amy E.
- Analytical Chemistry, Vol. 86, Issue 5
Simple: A Sequential Immunoperoxidase Labeling and Erasing Method
journal, April 2009
- Glass, George; Papin, Jason A.; Mandell, James W.
- Journal of Histochemistry & Cytochemistry, Vol. 57, Issue 10
Application of 3D hydrogel microarrays in molecular diagnostics: advantages and limitations
journal, June 2011
- Tanase, Cristiana Pistol; Albulescu, Radu; Neagu, Monica
- Expert Review of Molecular Diagnostics, Vol. 11, Issue 5
Single-cell western blotting
journal, June 2014
- Hughes, Alex J.; Spelke, Dawn P.; Xu, Zhuchen
- Nature Methods, Vol. 11, Issue 7
Adsorption of plasma proteins onto polymer latices
journal, March 1991
- Suzawa, Toshiro; Shirahama, Hiroyuki
- Advances in Colloid and Interface Science, Vol. 35
Protein immobilization techniques for microfluidic assays
journal, July 2013
- Kim, Dohyun; Herr, Amy E.
- Biomicrofluidics, Vol. 7, Issue 4
Signal amplification systems in immunoassays: implications for clinical diagnostics
journal, September 2006
- Dhawan, Subhash
- Expert Review of Molecular Diagnostics, Vol. 6, Issue 5
Binding of Dodecyl Sulfate to Proteins at High Binding Ratios. Possible Implications for the State of Proteins in Biological Membranes
journal, July 1970
- Reynolds, J. A.; Tanford, C.
- Proceedings of the National Academy of Sciences, Vol. 66, Issue 3
Alexa Dyes, a Series of New Fluorescent Dyes that Yield Exceptionally Bright, Photostable Conjugates
journal, September 1999
- Panchuk-Voloshina, Nataliya; Haugland, Rosaria P.; Bishop-Stewart, Janell
- Journal of Histochemistry & Cytochemistry, Vol. 47, Issue 9
Alexa Dyes, a Series of New Fluorescent Dyes that Yield Exceptionally Bright, Photostable Conjugates
journal, September 1999
- Panchuk-Voloshina, Nataliya; Haugland, Rosaria P.; Bishop-Stewart, Janell
- Journal of Histochemistry & Cytochemistry, Vol. 47, Issue 9
Signal amplification systems in immunoassays: implications for clinical diagnostics
journal, September 2006
- Dhawan, Subhash
- Expert Review of Molecular Diagnostics, Vol. 6, Issue 5
Multiple Use of Blotted Polyvinylidene Difluoride Membranes Immunostained with Nitro Blue Tetrazolium
journal, August 1994
- Albiach, M. R.; Guerri, J.; Moreno, P.
- Analytical Biochemistry, Vol. 221, Issue 1
Single cell–resolution western blotting
journal, July 2016
- Kang, Chi-Chih; Yamauchi, Kevin A.; Vlassakis, Julea
- Nature Protocols, Vol. 11, Issue 8
Effect of Polymer Hydration State on In-Gel Immunoassays
journal, July 2015
- Vlassakis, Julea; Herr, Amy E.
- Analytical Chemistry, Vol. 87, Issue 21
Isoelectric focusing technology quantifies protein signaling in 25 cells
journal, October 2006
- O'Neill, R. A.; Bhamidipati, A.; Bi, X.
- Proceedings of the National Academy of Sciences, Vol. 103, Issue 44
Application of 3D hydrogel microarrays in molecular diagnostics: advantages and limitations
journal, June 2011
- Tanase, Cristiana Pistol; Albulescu, Radu; Neagu, Monica
- Expert Review of Molecular Diagnostics, Vol. 11, Issue 5
Benzophenone Photophores in Biochemistry
journal, May 1994
- Dorman, Gyorgy; Prestwich, Glenn D.
- Biochemistry, Vol. 33, Issue 19
Prolonged Culture of Aligned Skeletal Myotubes on Micromolded Gelatin Hydrogels
journal, June 2016
- Bettadapur, Archana; Suh, Gio C.; Geisse, Nicholas A.
- Scientific Reports, Vol. 6, Issue 1
Entropic trapping of macromolecules by mesoscopic periodic voids in a polymer hydrogel
journal, January 1999
- Liu, Lei; Li, Pusheng; Asher, Sanford A.
- Nature, Vol. 397, Issue 6715
Detection of Isoforms Differing by a Single Charge Unit in Individual Cells
journal, September 2016
- Tentori, Augusto M.; Yamauchi, Kevin A.; Herr, Amy E.
- Angewandte Chemie International Edition, Vol. 55, Issue 40
Tunable, Photoreactive Hydrogel System To Probe Synergies between Mechanical and Biomolecular Cues on Adipose-Derived Mesenchymal Stem Cell Differentiation
journal, July 2015
- Banks, Jessica M.; Harley, Brendan A. C.; Bailey, Ryan C.
- ACS Biomaterials Science & Engineering, Vol. 1, Issue 8
Estimation of polyacrylamide gel pore size from Ferguson plots of linear DNA fragments. II. Comparison of gels with different crosslinker concentrations, added agarose and added linear polyacrylamide
journal, January 1991
- Holmes, Diana L.; Stellwagen, Nancy C.
- Electrophoresis, Vol. 12, Issue 9
Structural and molecular interrogation of intact biological systems
journal, April 2013
- Chung, Kwanghun; Wallace, Jenelle; Kim, Sung-Yon
- Nature, Vol. 497, Issue 7449, p. 332-337
Denaturation studies reveal significant differences between GFP and blue fluorescent protein
journal, October 2009
- Saeed, Ibtesam A.; Ashraf, S. Salman
- International Journal of Biological Macromolecules, Vol. 45, Issue 3
Multiplexed and scalable super-resolution imaging of three-dimensional protein localization in size-adjustable tissues
journal, July 2016
- Ku, Taeyun; Swaney, Justin; Park, Jeong-Yoon
- Nature Biotechnology, Vol. 34, Issue 9
Benzophenone Photophores in Biochemistry
journal, May 1994
- Dorman, Gyorgy; Prestwich, Glenn D.
- Biochemistry, Vol. 33, Issue 19
Photon correlation spectroscopy of human IgG
journal, April 1988
- J�ssang, Torstein; Feder, Jens; Rosenqvist, Einar
- Journal of Protein Chemistry, Vol. 7, Issue 2
Heat capacity of hydrogen-bonded networks: an alternative view of protein folding thermodynamics
journal, May 2000
- Cooper, Alan
- Biophysical Chemistry, Vol. 85, Issue 1
Protein–Hydrogel Interactions in Tissue Engineering: Mechanisms and Applications
journal, April 2013
- Zustiak, Silviya P.; Wei, Yunqian; Leach, Jennie B.
- Tissue Engineering Part B: Reviews, Vol. 19, Issue 2
Fluorescent-labeled antibodies: Balancing functionality and degree of labeling
journal, July 2010
- Vira, Shaleen; Mekhedov, Elena; Humphrey, Glen
- Analytical Biochemistry, Vol. 402, Issue 2
Gel integration for microfluidic applications
journal, January 2016
- Zhang, Xuanqi; Li, Lingjun; Luo, Chunxiong
- Lab on a Chip, Vol. 16, Issue 10
Co-fabrication of chitosan and epoxy photoresist to form microwell arrays with permeable hydrogel bottoms
journal, January 2016
- Ornoff, Douglas M.; Wang, Yuli; Proctor, Angela
- Biomaterials, Vol. 74
Single cell–resolution western blotting
journal, July 2016
- Kang, Chi-Chih; Yamauchi, Kevin A.; Vlassakis, Julea
- Nature Protocols, Vol. 11, Issue 8
Profiling protein expression in circulating tumour cells using microfluidic western blotting
journal, March 2017
- Sinkala, Elly; Sollier-Christen, Elodie; Renier, Corinne
- Nature Communications, Vol. 8, Issue 1
Highly multiplexed single-cell analysis of formalin-fixed, paraffin-embedded cancer tissue
journal, July 2013
- Gerdes, M. J.; Sevinsky, C. J.; Sood, A.
- Proceedings of the National Academy of Sciences, Vol. 110, Issue 29
Binding of Dodecyl Sulfate to Proteins at High Binding Ratios. Possible Implications for the State of Proteins in Biological Membranes
journal, July 1970
- Reynolds, J. A.; Tanford, C.
- Proceedings of the National Academy of Sciences, Vol. 66, Issue 3
Multicolor multicycle molecular profiling with quantum dots for single-cell analysis
journal, September 2013
- Zrazhevskiy, Pavel; True, Lawrence D.; Gao, Xiaohu
- Nature Protocols, Vol. 8, Issue 10
Protein immobilization techniques for microfluidic assays
journal, July 2013
- Kim, Dohyun; Herr, Amy E.
- Biomicrofluidics, Vol. 7, Issue 4
Expansion microscopy with conventional antibodies and fluorescent proteins
journal, April 2016
- Chozinski, Tyler J.; Halpern, Aaron R.; Okawa, Haruhisa
- Nature Methods, Vol. 13, Issue 6
Benzophenone Absorption and Diffusion in Poly(dimethylsiloxane) and Its Role in Graft Photo-polymerization for Surface Modification
journal, February 2011
- Schneider, Marc H.; Tran, Yvette; Tabeling, Patrick
- Langmuir, Vol. 27, Issue 3
Multiplexed Protein Quantification with Barcoded Hydrogel Microparticles
journal, January 2011
- Appleyard, David C.; Chapin, Stephen C.; Doyle, Patrick S.
- Analytical Chemistry, Vol. 83, Issue 1
Electroconductive Gelatin Methacryloyl-PEDOT:PSS Composite Hydrogels: Design, Synthesis, and Properties
journal, March 2018
- Spencer, Andrew R.; Primbetova, Asel; Koppes, Abigail N.
- ACS Biomaterials Science & Engineering