Comparison of biosensor platforms in the evaluation of high affinity antibody-antigen binding kinetics
Open accessAbstract
The acquisition of reliable kinetic parameters for the characterization of biomolecular interactions is an important component of the drug discovery and development process. While several benchmark studies have explored the variability of kinetic rate constants obtained from multiple laboratories and biosensors, a direct comparison of these instruments' performance has not been undertaken, and systematic factors contributing to data variability from these systems have not been discussed. To address these questions, a panel of ten high-affinity monoclonal antibodies was simultaneously evaluated for their binding kinetics against the same antigen on four biosensor platforms: GE Healthcare's Biacore T100, Bio-Rad's ProteOn XPR36, ForteBio's Octet RED384, and Wasatch Microfluidics's IBIS MX96. We compared the strengths and weaknesses of these systems and found that despite certain inherent systematic limitations in instrumentation, the rank orders of both the association and dissociation rate constants were highly correlated between these instruments. Our results also revealed a trade-off between data reliability and sample throughput. Biacore T100, followed by ProteOn XPR36, exhibited excellent data quality and consistency, whereas Octet RED384 and IBIS MX96 demonstrated high flexibility and throughput with compromises in data accuracy and reproducibility. Our results support the need for a "fit-for-purpose" approach in instrument selection for biosensor studies.
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Surface plasmon resonance quantifies adenoviruses in downstream samples, with low throughput being its main drawback compared to BLI.
“First, surface plasmon resonance, like BLI, quantifies the concentration of an analyte by measuring changes to the optical properties of a sensor chip, in this case, a shift in the resonance angle of free electrons exited by polarized light, caused by analyte binding to immobilized antibodies on its surface. It successfully quantifies adenoviruses in downstream samples,120 with low throughput”
From Analytical methods for process and product characterization of recombinant adeno-associated virus-based gene therapies (2021) · cites this paper as [121]
Cites
Scott, A. M., Wolchok, J. D., & Old, L. J. (2012) · Nature reviews. Cancer · doi:10.1038/nrc3236 · Cited by 2,167 · see citing works
Optical biosensors in drug discovery
Cooper, M. A. (2002) · Nature Reviews Drug Discovery · doi:10.1038/nrd838 · Cited by 1,014 · see citing works
Using Antibodies: A Laboratory Manual
Harlow, E., & Lane, D. A. (1998) · Cited by 996 · see citing works
Handbook of Surface Plasmon Resonance
Kooyman, R. P. H., Corn, R. M., Wark, A. W., Lee, H. J., Gedig, E. T., Engbers, G. H. M., Walstrom, L., de Mol, N. J., Hall, D. R., Yager, P., et al. (2008) · Royal Society of Chemistry eBooks · doi:10.1039/9781847558220 · Cited by 843 · see citing works
Using Antibodies: A Laboratory Manual
Palmer, H. M. (2000) · Journal of Antimicrobial Chemotherapy · doi:10.1093/jac/45.3.413 · Cited by 653 · see citing works
Alternative molecular formats and therapeutic applications for bispecific antibodies
Spiess, C., Zhai, Q., & Carter, P. J. (2015) · Molecular Immunology · doi:10.1016/j.molimm.2015.01.003 · Cited by 607 · see citing works
McDonnell, J. M. (2001) · Current Opinion in Chemical Biology · doi:10.1016/s1367-5931(00)00251-9 · Cited by 594 · see citing works
Kinetic analysis of macromolecular interactions using surface plasmon resonance biosensors
Myszka, D. G. (1997) · Current Opinion in Biotechnology · doi:10.1016/s0958-1669(97)80157-7 · Cited by 552 · see citing works
Analyzing a kinetic titration series using affinity biosensors
Karlsson, R., Katsamba, P. S., Nordin, H., Pol, E., & Myszka, D. G. (2005) · Analytical Biochemistry · doi:10.1016/j.ab.2005.09.034 · Cited by 390 · see citing works
Concepcion, J., Witte, K. L., Wartchow, C. A., Choo, S., Yao, D., Persson, H. H. J., Wei, J., Li, P., Heidecker, B., Ma, W., et al. (2009) · Combinatorial Chemistry & High Throughput Screening · doi:10.2174/138620709789104915 · Cited by 366 · see citing works
Higher-throughput, label-free, real-time molecular interaction analysis
Rich, R. L., & Myszka, D. G. (2006) · Analytical Biochemistry · doi:10.1016/j.ab.2006.10.040 · Cited by 267 · see citing works
Kinetic, equilibrium, and thermodynamic analysis of macromolecular interactions with BIACORE
Myszka, D. G. (2000) · Methods in enzymology on CD-ROM/Methods in enzymology · doi:10.1016/s0076-6879(00)23372-7 · Cited by 210 · see citing works
Kinetic analysis of a high-affinity antibody/antigen interaction performed by multiple Biacore users
Katsamba, P. S., Navratilova, I. H., Calderon-Cacia, M., Fan, L., Thornton, K. H., Zhu, M., Bos, T. V., Forte, C. P., Friend, D. J., Laird‐Offringa, I. A., et al. (2006) · Analytical Biochemistry · doi:10.1016/j.ab.2006.01.034 · Cited by 182 · see citing works
Kinetic screening of antibodies from crude hybridoma samples using Biacore
Canziani, G., Klakamp, S. L., & Myszka, D. G. (2004) · Analytical Biochemistry · doi:10.1016/j.ab.2003.11.004 · Cited by 140 · cited 1× · see citing works
“SPR biosensors have been used to characterize antibodyantigen interactions for approximately two decades [4–6], with applications ranging from the l ow-resolution affinity screening of antibody supernatants [7], to the rigorous, high-resolution ki etic constant determinations of purified antibodies [8], and the classi…”
MethodAngle-scanning SPR imaging for detection of biomolecular interactions on microarrays
Beusink, J. B., Lokate, A. M. C., Besselink, G. A. J., et al. (2007) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2007.08.025 · Cited by 116 · see citing works
Abdiche, Y. N., Miles, A., Eckman, J. W., Foletti, D. L., Blarcom, T. J. V., Yeung, Y. A., Pons, J., & Rajpal, A. (2014) · PLoS ONE · doi:10.1371/journal.pone.0092451 · Cited by 107 · see citing works
A global benchmark study using affinity-based biosensors
Rich, R. L., Papalia, G. A., Flynn, P. J., et al. (2008) · Analytical Biochemistry · doi:10.1016/j.ab.2008.11.021 · Cited by 99 · see citing works
Davda, J. P., & Hansen, R. J. (2010) · mAbs · doi:10.4161/mabs.2.5.12833 · Cited by 94 · cited 1× · see citing works
“The availability of high-quality binding data enabl es the early selection of criteria-meeting drug candidates and provides crucial information for pha rmacokinetic/pharmacodynamic modeling in the design of clinical dosing strategies [10].”
Kinetic Titration Series with Biolayer Interferometry
Frenzel, D., & Willbold, D. (2014) · PLoS ONE · doi:10.1371/journal.pone.0106882 · Cited by 58 · see citing works
The rational use of hydrophobic effect-based recognition in molecularly imprinted polymers
Piletsky, S. A., Andersson, H. S., & Nicholls, I. A. (1998) · Journal of Molecular Recognition · doi:10.1002/(sici)1099-1352(199812)11:1/6 · Cited by 51 · see citing works
Simulated single-cycle kinetics improves the design of surface plasmon resonance assays
Palau, W., & Primo, C. D. (2013) · Talanta · doi:10.1016/j.talanta.2013.04.022 · Cited by 30 · see citing works
Improved continuous-flow print head for micro-array deposition
Eddings, M. A., Miles, A., Eckman, J. W., et al. (2008) · Analytical Biochemistry · doi:10.1016/j.ab.2008.07.031 · Cited by 18 · see citing works
Surface Plasmon Resonance for Therapeutic Antibody Characterization
Davidoff, S. N., Ditto, N. T., Brooks, A. E., Eckman, J. W., & Brooks, B. D. (2015) · Methods in pharmacology and toxicology · doi:10.1007/978-1-4939-2617-6_3 · Cited by 16 · see citing works
Yang, D., Singh, A., Wu, H. H., et al. (2016) · Data in Brief · doi:10.1016/j.dib.2016.07.044 · Cited by 8 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 1
- Sikkema, 1989, An Fc-binding protein, Am. Biotechnol. Lab., 7, 42
Cited by
Sorted by citations
Gimpel, A. L., Katsikis, G., Sha, S., Maloney, A. J., Hong, M. S., Nguyen, T. N. T., Wolfrum, J., Springs, S. L., Sinskey, A. J., Manalis, S. R., et al. (2021) · Molecular Therapy - Methods & Clinical Development · doi:10.1016/j.omtm.2021.02.010 · Cited by 185 · see citing works
“It successfully quantifies adenoviruses in downstream samples,120 with low throughput being its main drawback in comparison to BLI.121 Second, mass measurements of particles using suspended micro- and nanochannel resonators are already being used to characterize and quantify aggregates in recombinant proteins.122 Rece…”
BackgroundBinding affinity in drug design: experimental and computational techniques
Kairys, V., Baranauskienė, L., Kazlauskiene, M., Matulis, D., & Kazlauskas, E. (2019) · Expert Opinion on Drug Discovery · doi:10.1080/17460441.2019.1623202 · Cited by 184 · see citing works
Generation of extracellular morphogen gradients: the case for diffusion
Stapornwongkul, K. S., & Vincent, J. (2021) · Nature Reviews Genetics · doi:10.1038/s41576-021-00342-y · Cited by 129 · see citing works
England, E., Rees, D. G., Scott, I. C., Carmen, S., Chan, D. T. Y., Chaillan, C., Houslay, K. F., Erngren, T., Penney, M., Majithiya, J. B., et al. (2023) · Scientific Reports · doi:10.1038/s41598-023-36642-y · Cited by 127 · see citing works
Kamat, V., & Rafique, A. (2017) · Analytical Biochemistry · doi:10.1016/j.ab.2017.08.002 · Cited by 123 · see citing works
Immunosensor-based label-free and multiplex detection of influenza viruses: State of the art
Zhang, H., & Miller, B. L. (2019) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2019.111476 · Cited by 100 · see citing works
Biolayer interferometry and its applications in drug discovery and development
Jug, A., Bratkovič, T., & Ilaš, J. (2024) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2024.117741 · Cited by 97 · see citing works
Surface enhanced Raman spectroscopy (SERS) for in vitro diagnostic testing at the point of care
Marks, H. L., Schechinger, M., Garza, J. T., Locke, A. K., & Coté, G. L. (2017) · Nanophotonics · doi:10.1515/nanoph-2016-0180 · Cited by 89 · see citing works
Varshney, A. K., Kuzmicheva, G. A., Lin, J., Sunley, K. M., Bowling, R. A., Kwan, T.-Y., Mays, H. R., Rambhadran, A., Zhang, Y., Martin, R. L., et al. (2018) · PLoS ONE · doi:10.1371/journal.pone.0190537 · Cited by 76 · see citing works
Human endotrophin as a driver of malignant tumor growth
Bu, D., Crewe, C., Kusminski, C. M., Gordillo, R., Ghaben, A. L., Kim, M., Park, J., Deng, H., Xiong, W., Liu, X., et al. (2019) · JCI Insight · doi:10.1172/jci.insight.125094 · Cited by 69 · see citing works
Applications of Surface Plasmon Resonance and Biolayer Interferometry for Virus–Ligand Binding
Murali, S., Rustandi, R. R., Zheng, X., et al. (2022) · Viruses · doi:10.3390/v14040717 · Cited by 62 · see citing works
“Label-free, real-time kinetic Sample evaporation over time [25] Agitation required to prevent re-binding [25] One immobilized partner Regeneration optimization Non-specific binding”
Real-time Characterization of Antibody Binding to Receptors on Living Immune Cells
Bondza, S., Foy, E., Brooks, J., et al. (2017) · Frontiers in Immunology · doi:10.3389/fimmu.2017.00455 · Cited by 61 · see citing works
“Moreover, this method allows monitoring dissociation processes slower than 1 × 10−5 s−1, which is considered the practical limit for SPR-based systems (44).”
MethodLi, J.-M., Deng, H., Yao, Y.-D., Wang, W., Hu, J.-Q., Dong, Y., Wang, P., Liu, L., Liu, Z., Xie, Y., et al. (2023) · Acta Pharmacologica Sinica · doi:10.1038/s41401-023-01124-4 · Cited by 61 · see citing works
Current perspectives on biosimilars
Agbogbo, F. K., Ecker, D. M., Farrand, A. J., Han, K., Khoury, A. E., Martin, A. M., McCool, J. D., Rasche, U., Rau, T. D., Schmidt, D. M., et al. (2019) · Journal of Industrial Microbiology & Biotechnology · doi:10.1007/s10295-019-02216-z · Cited by 55 · see citing works
“In vitro assays may include surface plasmon resonance, biolayer interferometry, isothermal titration calorimetry, plate-based assays, and others [12].”
A Review on Perception of Binding Kinetics in Affinity Biosensors: Challenges and Opportunities
McCann, B. E., Tipper, B., Shahbeigi, S., Soleimani, M., Jabbari, M., & Esfahani, M. N. (2025) · ACS Omega · doi:10.1021/acsomega.4c10040 · Cited by 49 · see citing works
“151 Recognizing fouling and secondary factors, discussed in the previous section, from output signals in biosensors is a challenging process.”
Sequence specificity in DNA binding is mainly governed by association
Marklund, E., Mao, G., Yuan, J., Zikrin, S., Abdurakhmanov, E., Deindl, S., & Elf, J. (2022) · Science · doi:10.1126/science.abg7427 · Cited by 50 · see citing works
Shen, C., Zhang, M., Chen, Y., Zhang, L., Wang, G., Chen, S., Chen, S., Li, Z., Wei, F., Chen, J., et al. (2018) · Theranostics · doi:10.7150/thno.28434 · Cited by 48 · see citing works
“The KD was calculated using the ratio kdis(Koff)/kon [53].”
MethodImpact of mAb Aggregation on Its Biological Activity: Rituximab as a Case Study
Bansal, R., Dash, R., & Rathore, A. S. (2020) · Journal of Pharmaceutical Sciences · doi:10.1016/j.xphs.2020.05.015 · Cited by 46 · see citing works
Safenkova, I. V., Ivanov, A. V., Slutskaya, E. S., et al. (2019) · Analytica Chimica Acta · doi:10.1016/j.aca.2019.12.048 · Cited by 41 · see citing works
Talib, N. A. A., Salam, F., & Sulaiman, Y. (2018) · Sensors · doi:10.3390/s18124324 · Cited by 40 · see citing works
“The presence of abundant carboxyl groups in GO structure is very useful for incorporation of biological molecules by using crosslinker agents, such as 1-ethyl-3-(-3dimethylaminopropyl) carbodiimide hydrochloride/N-hydroxysulfosuccinimide (EDC/NHSS) to form binding between these molecules [31].”
BackgroundVirus lasers for biological detection
Hales, J. E., Matmon, G., Dalby, P. A., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-11604-z · Cited by 38 · see citing works
Guo, J., Lin, L., Zhao, K., et al. (2020) · Lab on a Chip · doi:10.1039/d0lc00024h · Cited by 38 · see citing works
Optical Image Sensors for Smart Analytical Chemiluminescence Biosensors
Abbasi, R., Hu, X., Zhang, A., Dummer, I., & Wachsmann-Hogiu, S. (2024) · Bioengineering · doi:10.3390/bioengineering11090912 · Cited by 32 · see citing works
“As highly sensitive and easy-to-use devices, optical biosensors have been extensively applied in research, particularly as lab-on-chip devices in drug discovery and in the characterization of biomolecular interactions [24,25].”
BackgroundTraining data composition determines machine learning generalization and biological rule discovery
Ursu, E., Minnegalieva, A. R., Rawat, P., Chernigovskaya, M., Tăcutu, R., Sandve, G. K., Robert, P. A., & Greiff, V. (2025) · Nature Machine Intelligence · doi:10.1038/s42256-025-01089-5 · Cited by 36 · see citing works
“Furthermore, synthetic data have the advantage of avoiding confirmation bias in explainability studies 41,59,60 as ground truth is available.”
Talib, N. A. A., Salam, F., Yusof, N. A., Ahmad, S. A. A., & Sulaiman, Y. (2017) · Journal of Electroanalytical Chemistry · doi:10.1016/j.jelechem.2017.01.032 · Cited by 37 · see citing works
Kamat, V., Rafique, A., Huang, T. T., et al. (2020) · Analytical Biochemistry · doi:10.1016/j.ab.2020.113580 · Cited by 37 · see citing works
Reliable Strategy for Analysis of Complex Biosensor Data
Forssén, P., Multia, E., Samuelsson, J., et al. (2018) · Analytical Chemistry · doi:10.1021/acs.analchem.8b00504 · Cited by 36 · see citing works
Pardridge, W. M., & Chou, T. (2021) · Pharmaceuticals · doi:10.3390/ph14060535 · Cited by 35 · see citing works
“The ligand surface density in SPR is typically 1–50 fmol/mm2 [63,64].”
BackgroundInfluentialRecombinant Antibody Engineering Enables Reversible Binding for Continuous Protein Biosensing
Fercher, C., Jones, M. L., Mahler, S. M., & Corrie, S. R. (2021) · ACS Sensors · doi:10.1021/acssensors.0c01510 · Cited by 33 · see citing works
Label-free methods for optical in vitro characterization of protein–protein interactions
Soltermann, F., Struwe, W. B., & Kukura, P. (2021) · Physical Chemistry Chemical Physics · doi:10.1039/d1cp01072g · Cited by 32 · see citing works
Determination of High-affinity Antibody-antigen Binding Kinetics Using Four Biosensor Platforms
Yang, D., Singh, A., Wu, H. H., et al. (2017) · Journal of Visualized Experiments · doi:10.3791/55659 · Cited by 31 · see citing works
Self-citationYang, D., Giragossian, C., Castellano, S., Lasaro, M. O., Xiao, H., Saraf, H., Kenny, C. H., Rybina, I. V., Huang, Z.-F., Ahlberg, J., et al. (2017) · mAbs · doi:10.1080/19420862.2017.1359455 · Cited by 30 · see citing works
“screening with the support of high-throughput biosensor technology.(24) Additional analyses indicate these pH-dependent”
BackgroundSelf-citationAn, C., Hu, W., Gao, J., Ju, B., Obeidy, P., Zhao, Y. C., Tu, X., Fang, W. J., Ju, L. A., & Chen, W. (2020) · Nano Letters · doi:10.1021/acs.nanolett.0c01360 · Cited by 28 · see citing works
Cennamo, N., Arcadio, F., Seggio, M., et al. (2022) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2022.114707 · Cited by 28 · see citing works
Xin, H., Biswas, N., Li, P., Zhong, C., Chan, T. C., Nudleman, E., & Ferrara, N. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1921252118 · Cited by 27 · see citing works
“…in obtaining accurate affinity measurements using sensor platforms such as surface plasmon resonance (SPR) with very tight binders (kDa 100 PM) (58), the conflicting data regarding the affinity of aflibercept versus other VEGF inhibitors (22, 59) and the poor correlation between binding…”
Uniform, Large-Area, Highly Ordered Peptoid Monolayer and Bilayer Films for Sensing Applications
Murray, D. J., Kim, J. H., Grzincic, E. M., et al. (2019) · Langmuir · doi:10.1021/acs.langmuir.9b02557 · Cited by 26 · see citing works
Desai, M., Di, R., & Fan, H. (2019) · Journal of Visualized Experiments · doi:10.3791/59687 · Cited by 24 · see citing works
Sevy, A. M., Gilchuk, I. M., Brown, B. P., Bozhanova, N. G., Nargi, R. S., Jensen, M., Meiler, J., & Crowe, J. E. (2020) · Structure · doi:10.1016/j.str.2020.04.005 · Cited by 25 · see citing works
“First, BLI may overestimate affinity compared to other kinetic platforms (Yang et al., 2016), therefore the peptides may have lower affinity than reported here.”
BackgroundAlam, M. K., Brabant, M., Solomon, V. R., Barreto, K., Fonge, H., & Geyer, C. R. (2018) · BMC Biotechnology · doi:10.1186/s12896-018-0466-6 · Cited by 23 · see citing works
“We used a 1:1 binding model to fit the data, which is commonly used for kinetics analysis of monoclonal antibodies (IgG) to antigen [32].”
MethodA novel, smaller scaffold for Affitins: Showcase with binders specific for EpCAM
Kalichuk, V., Renodon‐Cornière, A., Béhar, G., Carrión, F., Obal, G., Maillasson, M., Mouratou, B., Véronique Préat, A., & Pecorari, F. (2017) · Biotechnology and Bioengineering · doi:10.1002/bit.26463 · Cited by 23 · see citing works
Quinn, J. G., Pitts, K. E., Steffek, M., et al. (2018) · Journal of Medicinal Chemistry · doi:10.1021/acs.jmedchem.7b01829 · Cited by 22 · see citing works
Avidity‐Based Selection of Tissue‐Specific CAR‐T Cells from a Combinatorial Cellular Library of CARs
Ma, P., Ren, P., Zhang, C., Tang, J., Yu, Z., Zhu, X., Fan, K., Li, G., Zhu, W., Sang, W., et al. (2021) · Advanced Science · doi:10.1002/advs.202003091 · Cited by 21 · see citing works
Kamat, V., & Rafique, A. (2017) · Analytical Biochemistry · doi:10.1016/j.ab.2017.04.020 · Cited by 20 · see citing works
Bioreceptors for Antigen–Antibody Interactions
Prajapati, V. D., & Shrivastav, P. (2023) · doi:10.1002/9781394167135.ch16 · Cited by 18 · see citing works
Shah, M., Moon, S. U., Kim, J. H., Thao, T. T., & Woo, H. G. (2022) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2022.04.030 · Cited by 17 · see citing works
Multiplex blood group typing by cellular surface plasmon resonance imaging
Szittner, Z., Bentlage, A. E. H., van der Donk, E. M. M., et al. (2018) · Transfusion · doi:10.1111/trf.15071 · Cited by 17 · see citing works
“).(25) 200 μL of each sample was injected into the flow chamber, with a chamber height of 300 μm.”
MethodOpdensteinen, P., Meyer, S., & Buyel, J. F. (2021) · Frontiers in Chemical Engineering · doi:10.3389/fceng.2021.737010 · Cited by 17 · see citing works
Insights into intercellular receptor-ligand binding kinetics in cell communication
An, C., Wang, X., Song, F., Hu, J., & Li, L. (2022) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2022.953353 · Cited by 15 · see citing works
“, have efficiently filtered low-affinity candidates, the effects of physiological-relevant biomechanical forces on the expected interactions have been neglected (Malmqvist, 1993; Hoogenboom, 2005; Yang et al., 2016; An et al., 2020; Li R. et al., 2020b).”
BackgroundDong, T., Han, C., Liu, X., et al. (2023) · Molecular Pharmaceutics · doi:10.1021/acs.molpharmaceut.2c01047 · Cited by 15 · see citing works
Plikusienė, I., Mačiulis, V., Vertelis, V., et al. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms241713220 · Cited by 15 · see citing works
“Some of them have limitations in measuring high-affinity-antibody interaction with immobilized antigens [12].”
BackgroundAgu, C. V., Cook, R. L., Martelly, W., et al. (2025) · Communications Biology · doi:10.1038/s42003-025-07844-z · Cited by 15 · see citing works
Ji, Y., & Woods, R. J. (2018) · Advances in experimental medicine and biology · doi:10.1007/978-981-13-2158-0_13 · Cited by 15 · see citing works
Nanoplasmonic Affinity Analysis System for Molecular Screening Based on Bright‐Field Imaging
Chen, M., Fan, H., Li, W., Ruan, J., Yang, Y., Mao, C., Li, R., Liu, G. L., & Hu, W. (2024) · Advanced Functional Materials · doi:10.1002/adfm.202314481 · Cited by 14 · see citing works
Chidambaram, P., Sakeeba, S. S., Eswaramoorthy, N., Bagherjeri, F. A., Monhemi, H., Bhaskaran, M. C., Perera, G. S., & Sriram, S. (2024) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2024.116516 · Cited by 14 · see citing works
A high-throughput inhibition assay to study MERS-CoV antibody interactions using image cytometry
Rosen, O., Chan, L. L.-Y., Abiona, O. M., Gough, P., Wang, L., Shi, W., Zhang, Y., Wang, N., Kong, W., McLellan, J. S., et al. (2018) · Journal of Virological Methods · doi:10.1016/j.jviromet.2018.11.009 · Cited by 14 · see citing works
“In addition, a previous publication has also shown biolayer interferometry may have reduced sensitivity and reproducibility (Yang et al., 2016) .”
Pollard, C., Hudson, M., McDonnell, J. M., et al. (2021) · Drug Testing and Analysis · doi:10.1002/dta.3196 · Cited by 14 · see citing works
Ahmed, S., Ellis, M., Li, H., Pallucchini, L., & Stein, A. M. (2019) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-019-09638-3 · Cited by 13 · see citing works
Small-Sized Co-Polymers for Targeted Delivery of Multiple Imaging and Therapeutic Agents
Ljubimova, J. Y., Ramesh, A., Israel, L. L., & Holler, E. (2021) · Nanomaterials · doi:10.3390/nano11112996 · Cited by 13 · see citing works
Rodriguez, L. A., Kallert, E., Husmann, J.-Å., Schaubruch, K., Meisel, K. I. S., Schwickert, M., Hoba, S. N., Heermann, R., & Kersten, C. (2025) · Journal of Medicinal Chemistry · doi:10.1021/acs.jmedchem.5c00339 · Cited by 12 · see citing works
Steinicke, F., Oltmann‐Norden, I., & Wätzig, H. (2017) · Analytical Biochemistry · doi:10.1016/j.ab.2017.05.009 · Cited by 12 · see citing works
Buskermolen, A. D., Michielsen, C. M. S., de Jong, A. M., & Prins, M. W. J. (2023) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2023.115934 · Cited by 12 · see citing works
Determination of High-affinity Antibody-antigen Binding Kinetics Using Four Biosensor Platforms
Yang, D., Singh, A. K., Wu, H., et al. (2017) · Journal of Visualized Experiments · doi:10.3791/55659-v · Cited by 12 · see citing works
Self-citationMarn, A. M., Needham, J., Chiodi, E., et al. (2021) · Biosensors · doi:10.3390/bios11120483 · Cited by 11 · see citing works
Norval, L., Krämer, S. D., Gao, M., et al. (2019) · Database · doi:10.1093/database/baz101 · Cited by 11 · see citing works
“Additionally, studies have shown that not all detection methods and devices yield similar binding rates for the same interaction, especially in the case of methods using labeling techniques, as they utilize either non-native proteins and/or ligands with potentially different binding properties (7,8).”
Wu, H. H., Ralph, K. L. M., Sepuldeva, E., et al. (2021) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2021.121162 · Cited by 11 · see citing works
Self-citationEvidence of variable human Fcγ receptor-Fc affinities across differentially-complexed IgG
Crowley, A. R., Mehlenbacher, M. R., Sajadi, M. M., DeVico, A. L., Lewis, G. K., & Ackerman, M. E. (2023) · mAbs · doi:10.1080/19420862.2023.2231128 · Cited by 10 · see citing works
“SPR and BLI suffer from several well-established limitations, including mass transport and sensitivity to bulk shifts caused by buffer formulation that can obscure the true dynamics of the analyte–ligand interaction.(27,28) Consequently, despite robustness across diverse spot densities, antibodies, and FcγR, we were u…”
BackgroundNovel Real-Time Proximity Assay for Characterizing Multiple Receptor Interactions on Living Cells
Bondza, S., Björkelund, H., Nestor, M., et al. (2017) · Analytical Chemistry · doi:10.1021/acs.analchem.7b02983 · Cited by 10 · see citing works
A Systematic Approach to HIV-1 Vaccine Immunogen Selection
Bontempo, A., Garcia, M. M., Rivera, N., et al. (2020) · AIDS Research and Human Retroviruses · doi:10.1089/aid.2019.0239 · Cited by 10 · see citing works
Chen, Y., Zhang, H., Li, R., et al. (2024) · Advanced Healthcare Materials · doi:10.1002/adhm.202401097 · Cited by 9 · see citing works
Plikusienė, I., Mačiulis, V., Juciutė, S., Ramanavičius, A., & Ramanavičienė, A. (2023) · Biosensors · doi:10.3390/bios13080784 · Cited by 6 · see citing works
Wang, X., Phan, M. M., Li, J., et al. (2020) · Antibodies · doi:10.3390/antib9020007 · Cited by 8 · see citing works
“Multiple studies including a benchmark study have been conducted to compare binding affinities derived using some of these technologies [34,35].”
BackgroundAlaybeyoglu, B., Cheng, H. W., Doshi, K. A., et al. (2021) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-020-09734-9 · Cited by 8 · see citing works
Hammerschmidt, S. J., Huber, S., Braun, N. J., et al. (2022) · Archiv der Pharmazie · doi:10.1002/ardp.202200518 · Cited by 8 · see citing works
High affinity anti-TIM-3 and anti-KIR monoclonal antibodies cloned from healthy human individuals
Ryser, S., Estellés, A., Tenorio, E., Kauvar, L. M., & Gishizky, M. L. (2017) · PLoS ONE · doi:10.1371/journal.pone.0181464 · Cited by 8 · see citing works
“The midpoint of ELISA binding curve was used to estimate the affinity as biosensor values are unreliable for very high affinity mAbs [18].”
Performance qualification for reproducible Surface Plasmon Resonance analysis
Steinicke, F., Oltmann‐Norden, I., & Wätzig, H. (2017) · Analytical Biochemistry · doi:10.1016/j.ab.2017.12.027 · Cited by 8 · see citing works
Yang, D., Singh, A., Wu, H. H., et al. (2016) · Data in Brief · doi:10.1016/j.dib.2016.07.044 · Cited by 8 · see citing works
“…accompany the research article entitled, “Comparison of biosensor platforms in the evaluation of high affinity antibody–antigen binding kinetics” (Yang et al., 2016) [1], which further discusses the strengths and weaknesses of each biosensor platform with an emphasis on data consistency,…”
BackgroundSelf-citationОрлов, А. В., Novichikhin, D. O., Pushkarev, A. V., et al. (2022) · Doklady Physics · doi:10.1134/s1028335822070035 · Cited by 7 · see citing works
Narayan, K., Paduraru, C., Blake, T., et al. (2023) · Frontiers in Immunology · doi:10.3389/fimmu.2023.1128683 · Cited by 6 · see citing works
“In conclusion, biosensor-based assays would produce high-quality data, allow high throughput testing, and can be adapted rapidly (34).”
BackgroundJanezic, E. M., Doan, A., Mai, E., et al. (2023) · British Journal of Pharmacology · doi:10.1111/bph.16258 · Cited by 6 · see citing works
Detecting ligand interactions in real time on living bacterial cells
Encarnação, J. C., Schulte, T. P., Achour, A., Björkelund, H., & Andersson, K. (2018) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-018-8919-3 · Cited by 6 · see citing works
Robitaille, M. C., Christodoulides, J. A., Calhoun, P. J., et al. (2021) · ACS Applied Bio Materials · doi:10.1021/acsabm.1c00797 · Cited by 5 · see citing works
Biological Applications of Synthetic Binders Isolated from a Conceptually New Adhiron Library
D’Ercole, C., March, M. D., Veggiani, G., et al. (2023) · Biomolecules · doi:10.3390/biom13101533 · Cited by 5 · see citing works
Protein-Protein Binding Kinetics by Biolayer Interferometry
Santos-López, J., Gómez, S., Fernández, F. J., et al. (2024) · Advances in experimental medicine and biology · doi:10.1007/978-3-031-52193-5_6 · Cited by 5 · see citing works
Neural network–based fingerprinting of monoclonal antibody aggregation using biolayer interferometry
Budholiya, N., Roy, S., & Rathore, A. S. (2019) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-019-02110-8 · Cited by 5 · see citing works
Kinetic analysis of bacteriophage Sf6 binding to outer membrane protein a using whole virions
Hubbs, N. B., Whisby-Pitts, M. M., & McMurry, J. L. (2019) · Acta Virologica · doi:10.4149/av_2019_412 · Cited by 5 · see citing works
Improving binding entropy by higher ligand symmetry? – A case study with human matriptase
Hammerschmidt, S. J., Maus, H., Weldert, A. C., et al. (2023) · RSC Medicinal Chemistry · doi:10.1039/d3md00125c · Cited by 5 · see citing works
Kot, O., Lequesne, L., Mages, H. W., et al. (2025) · mAbs · doi:10.1080/19420862.2025.2544922 · Cited by 4 · see citing works
“54 SPR, with lower surface functionalization, minimizes artifacts and provides more precise kinetic measurements, essential for detecting subtle differences.”
Single-Domain Antibodies—Novel Tools to Study and Treat Allergies
Zettl, I., Bauernfeind, C., Kollárová, J., & Flicker, S. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms25147602 · Cited by 4 · see citing works
“While affinity measurements can be performed with a variety of different techniques, the kinetic parameters can only be determined by real-time evaluation [78].”
BackgroundLe, H. T., D’Ambrosio, E. A., Mashayekh, S., et al. (2022) · Methods in enzymology on CD-ROM/Methods in enzymology · doi:10.1016/bs.mie.2021.12.004 · Cited by 4 · see citing works
Biophysical Considerations for Development of Antibody-Based Therapeutics
Drake, A. W., Abdiche, Y. N., & Papalia, G. A. (2018) · Springer eBooks · doi:10.1007/978-981-13-0496-5_5 · Cited by 4 · see citing works
Estimation of Kinetic Parameters Involved in Solid-Phase Immunoassays by Affinity Chromatography
Robin, M., Tayakout‐Fayolle, M., Pitault, I., Jallut, C., & Drazek, L. (2020) · Industrial & Engineering Chemistry Research · doi:10.1021/acs.iecr.0c00922 · Cited by 4 · see citing works
Durous, L., Géraudie, S., Andersen, L. B., et al. (2024) · Journal of Pharmaceutical and Biomedical Analysis · doi:10.1016/j.jpba.2024.116227 · Cited by 3 · see citing works
Patterson-Orazem, A. C., Qerqez, A. N., Azouz, L. R., Thu, M., Hill, S. E., Ku, Y., Schildmeyer, L. A., Maynard, J. A., & Lieberman, R. L. (2021) · Journal of Biological Chemistry · doi:10.1016/j.jbc.2021.101067 · Cited by 3 · see citing works
“Due to the technical limitations of BLI measurements for high-affinity interactions (35) and the complex valency of this specific interaction, these values are considered observed KD values to guide future experiments.”
BackgroundBiosimilar and it’s Current Perspective – A Review
Kute, N., Mankar, S. D., & Bhawar, S. B. (2022) · Research Journal of Pharmacology and Pharmacodynamics · doi:10.52711/2321-5836.2022.00015 · Cited by 3 · see citing works
Ivanov, Y. D., Shumov, I. D., Kozlov, A. F., et al. (2023) · Applied Sciences · doi:10.3390/app13137516 · Cited by 3 · see citing works
At-home measurement of blood biomarkers on the SiPhox Home silicon photonics platform
Preston, K. J., Chen, G., Chapman, C. A., et al. (2024) · doi:10.1117/12.3001255 · Cited by 3 · see citing works
“This approach enables real-time measurement of molecular binding kinetics, similar in principle to widely used lab equipment such as surface plasmon resonance (SPR) or biolayer interference (BLI) 8 , but with unique size and cost advantages.”
MethodAbsolute quantification of Neuron-specific enolase based on surface plasmon resonance
Lin, C., Wang, Y., Peng, T., et al. (2024) · SLAS DISCOVERY · doi:10.1016/j.slasd.2024.100205 · Cited by 3 · see citing works
Advanced Technologies for Protein Complex Production and Characterization
Vega, M. C., & Fernández, F. J. (2024) · Advances in experimental medicine and biology · doi:10.1007/978-3-031-52193-5 · Cited by 3 · see citing works
Yang, Y., Chen, Y., Li, R., et al. (2025) · Journal of Nanobiotechnology · doi:10.1186/s12951-025-03930-w · Cited by 2 · see citing works
Characterization of Critical Quality Attributes of an Anti-PCSK9 Monoclonal Antibody
Cruz, T. A., Larson, N. R., Wei, Y., Subelzú, N., Wu, Y., Schöneich, C., Castilho, L. R., & Middaugh, C. R. (2024) · Biologics · doi:10.3390/biologics4030019 · Cited by 2 · see citing works
- Authors
- Yang, D., Singh, A., Wu, H., & Kroe-Barrett, R.
- Affiliations
- Boehringer Ingelheim (United States) (US)
- Venue
- Analytical Biochemistry
- Publisher
- Elsevier BV
- Published
- 2016-09
- Volume
- 508
- Pages
- 78-96
- ISSN
- 0003-2697 (ISSN-L)
- OpenAlex
- W2470598491
- Semantic Scholar
- 6448aac56c434e3377d3fd7e949f680d8bed074f
- Cited by
- 120
- References
- 24
- Citations by year
- 2026: 4 · 2025: 9 · 2024: 14 · 2023: 15 · 2022: 11 · 2021: 17 · 2020: 9 · 2019: 16 · 2018: 11 · 2017: 13 · 2016: 1
- FWCI
- 7.10
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Analytical Biochemistry (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Advanced Biosensing Techniques and Applications
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Monoclonal and Polyclonal Antibodies Research
- Life Sciences › Immunology and Microbiology › Immunology › Biosimilars and Bioanalytical Methods
- Keywords
- antibody-antigen binding kinetics, association rate constant, dissociation rate constant, data reproducibility, sample throughput, instrument selection, biomolecular interactions
- MeSH terms
- Antibodies, Monoclonal, Antibody Affinity, Kinetics, Ligands, Protein Binding, Reproducibility of Results, Biosensing Techniques
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