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Walter J, Eludin Z, Drabovich AP. Redefining serological diagnostics with immunoaffinity proteomics. Clin Proteomics 2023; 20:42. [PMID: 37821808 PMCID: PMC10568870 DOI: 10.1186/s12014-023-09431-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 09/19/2023] [Indexed: 10/13/2023] Open
Abstract
Serological diagnostics is generally defined as the detection of specific human immunoglobulins developed against viral, bacterial, or parasitic diseases. Serological tests facilitate the detection of past infections, evaluate immune status, and provide prognostic information. Serological assays were traditionally implemented as indirect immunoassays, and their design has not changed for decades. The advantages of straightforward setup and manufacturing, analytical sensitivity and specificity, affordability, and high-throughput measurements were accompanied by limitations such as semi-quantitative measurements, lack of universal reference standards, potential cross-reactivity, and challenges with multiplexing the complete panel of human immunoglobulin isotypes and subclasses. Redesign of conventional serological tests to include multiplex quantification of immunoglobulin isotypes and subclasses, utilize universal reference standards, and minimize cross-reactivity and non-specific binding will facilitate the development of assays with higher diagnostic specificity. Improved serological assays with higher diagnostic specificity will enable screenings of asymptomatic populations and may provide earlier detection of infectious diseases, autoimmune disorders, and cancer. In this review, we present the major clinical needs for serological diagnostics, overview conventional immunoassay detection techniques, present the emerging immunoassay detection technologies, and discuss in detail the advantages and limitations of mass spectrometry and immunoaffinity proteomics for serological diagnostics. Finally, we explore the design of novel immunoaffinity-proteomic assays to evaluate cell-mediated immunity and advance the sequencing of clinically relevant immunoglobulins.
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Affiliation(s)
- Jonathan Walter
- Division of Analytical and Environmental Toxicology, Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry, University of Alberta, 10-102 Clinical Sciences Building, Edmonton, AB, T6G 2G3, Canada
| | - Zicki Eludin
- Division of Analytical and Environmental Toxicology, Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry, University of Alberta, 10-102 Clinical Sciences Building, Edmonton, AB, T6G 2G3, Canada
| | - Andrei P Drabovich
- Division of Analytical and Environmental Toxicology, Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry, University of Alberta, 10-102 Clinical Sciences Building, Edmonton, AB, T6G 2G3, Canada.
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Sensi M, de Oliveira RF, Berto M, Palmieri M, Ruini E, Livio PA, Conti A, Pinti M, Salvarani C, Cossarizza A, Cabot JM, Ricart J, Casalini S, González-García MB, Fanjul-Bolado P, Bortolotti CA, Samorì P, Biscarini F. Reduced Graphene Oxide Electrolyte-Gated Transistor Immunosensor with Highly Selective Multiparametric Detection of Anti-Drug Antibodies. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2023; 35:e2211352. [PMID: 37435994 DOI: 10.1002/adma.202211352] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 06/29/2023] [Accepted: 07/10/2023] [Indexed: 07/13/2023]
Abstract
The advent of immunotherapies with biological drugs has revolutionized the treatment of cancers and auto-immune diseases. However, in some patients, the production of anti-drug antibodies (ADAs) hampers the drug efficacy. The concentration of ADAs is typically in the range of 1-10 pm; hence their immunodetection is challenging. ADAs toward Infliximab (IFX), a drug used to treat rheumatoid arthritis and other auto-immune diseases, are focussed. An ambipolar electrolyte-gated transistor (EGT) immunosensor is reported based on a reduced graphene oxide (rGO) channel and IFX bound to the gate electrode as the specific probe. The rGO-EGTs are easy to fabricate and exhibit low voltage operations (≤ 0.3 V), a robust response within 15 min, and ultra-high sensitivity (10 am limit of detection). A multiparametric analysis of the whole rGO-EGT transfer curves based on the type-I generalized extreme value distribution is proposed. It is demonstrated that it allows to selectively quantify ADAs also in the co-presence of its antagonist tumor necrosis factor alpha (TNF-α), the natural circulating target of IFX.
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Affiliation(s)
- Matteo Sensi
- Department of Life Sciences, University of Modena and Reggio Emilia, via Campi 103, Modena, 41125, Italy
| | - Rafael Furlan de Oliveira
- Université de Strasbourg, CNRS, ISIS, 8 allée Gaspard Monge, Strasbourg, 67000, France
- Brazilian Nanotechnology National Laboratory (LNNano), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, 13083-970, Brazil
| | - Marcello Berto
- Department of Life Sciences, University of Modena and Reggio Emilia, via Campi 103, Modena, 41125, Italy
| | - Marina Palmieri
- Department of Life Sciences, University of Modena and Reggio Emilia, via Campi 103, Modena, 41125, Italy
| | - Emilio Ruini
- Department of Life Sciences, University of Modena and Reggio Emilia, via Campi 103, Modena, 41125, Italy
| | - Pietro Antonio Livio
- Université de Strasbourg, CNRS, ISIS, 8 allée Gaspard Monge, Strasbourg, 67000, France
| | - Andrea Conti
- Dermatology Unit, Surgical, Medical, and Dental Department of Morphological Sciences Related to Transplant, Oncology and Regenerative Medicine, University of Modena and Reggio Emilia, via del Pozzo 71, Modena, 41125, Italy
| | - Marcello Pinti
- Department of Life Sciences, University of Modena and Reggio Emilia, via Campi 103, Modena, 41125, Italy
| | - Carlo Salvarani
- Rheumatology Unit, University of Modena and Reggio Emilia, Medical School Azienda Ospedaliero-Universitaria Policlinico di Modena, via del Pozzo 71, Modena, 41125, Italy
| | - Andrea Cossarizza
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, Via Campi 287, Modena, 41125, Italy
| | - Joan M Cabot
- Leitat Technology Center, Innovació 2, Barcelona, 08225, Spain
| | - Jordi Ricart
- Leitat Technology Center, Innovació 2, Barcelona, 08225, Spain
| | - Stefano Casalini
- Université de Strasbourg, CNRS, ISIS, 8 allée Gaspard Monge, Strasbourg, 67000, France
- Dipartimento di Scienze Chimiche University of Padova, via Marzolo 1, Padova, 35131, Italy
| | | | - Pablo Fanjul-Bolado
- Metrohm DropSens, S.L. Vivero Ciencias de la Salud, C/Colegio Santo Domingo de Guzmán s/n, Oviedo, 33010, Spain
| | - Carlo Augusto Bortolotti
- Department of Life Sciences, University of Modena and Reggio Emilia, via Campi 103, Modena, 41125, Italy
| | - Paolo Samorì
- Université de Strasbourg, CNRS, ISIS, 8 allée Gaspard Monge, Strasbourg, 67000, France
| | - Fabio Biscarini
- Department of Life Sciences, University of Modena and Reggio Emilia, via Campi 103, Modena, 41125, Italy
- Center for Translational Neurophysiology, Istituto Italiano di Tecnologia, Via Fossato di Mortara 17-19, Ferrara, 44121, Italy
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Grasmeier MK, Weber S, Treiber M, Thaler MA, Luppa PB. Surface plasmon resonance assays for the therapeutic drug monitoring of infliximab indicate clinical relevance of anti-infliximab antibody binding properties. Clin Chem Lab Med 2023; 61:1255-1265. [PMID: 36753693 DOI: 10.1515/cclm-2022-0949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 01/27/2023] [Indexed: 02/10/2023]
Abstract
OBJECTIVES The therapeutic antibody infliximab (IFX) has improved the life quality of numerous autoinflammatory disease patients. However, IFX can trigger the generation of anti-drug antibodies (ADA), whose optimal evaluation and management are currently subject of controversial discussions. We present two novel surface plasmon resonance (SPR) biosensor assays for therapeutic drug monitoring of IFX and characterization of ADA and investigated the diagnostic value of ADA binding properties. METHODS IFX and ADA were quantified via developed SPR biosensor assays (IFXmon and ADAmon, respectively) and diagnostics-approved ELISA in sera from inflammatory bowel disease patients. Pre-analytic ADA enrichment with magnetic beads enabled analytical drug tolerance of the ADAmon assay. The dissociation ratio (DissR) as an index for ADA:IFX binding stability was calculated from the SPR sensorgrams of ADA quantification runs. RESULTS IFX levels determined by IFXmon assay and ELISA showed high agreement, whereas ADA quantification concordance between ADAmon assay and ELISA was poor. In patients, DissR was predominantly constant over time and differed significantly between therapy outcomes. A DissR cut-off of 1.524 indicated undetectable IFX levels with 71.4% sensitivity and 88.9% specificity. Additionally, the SPR reference surface was exploited as serum-individual negative control to check result plausibility within multi-sample run sequences. CONCLUSIONS Overall, both SPR biosensor assays exhibited reliable quantitative performance with accuracies superior to their ELISA counterparts and precision inferior to ELISA only for ADAmon. DissR presented itself as promising ADA binding parameter and could contribute to both earlier and more tailored therapeutic decisions.
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Affiliation(s)
- Melina K Grasmeier
- Institute of Clinical Chemistry and Pathobiochemistry, Klinikum rechts der Isar der Technischen Universität München, Munich, Germany
| | - Susanne Weber
- Institute of Clinical Chemistry and Pathobiochemistry, Klinikum rechts der Isar der Technischen Universität München, Munich, Germany
| | - Matthias Treiber
- Clinic and Polyclinic for Internal Medicine II (Gastroenterology), Klinikum rechts der Isar der Technischen Universität München, Munich, Germany
| | - Markus A Thaler
- Institute of Clinical Chemistry and Pathobiochemistry, Klinikum rechts der Isar der Technischen Universität München, Munich, Germany
| | - Peter B Luppa
- Institute of Clinical Chemistry and Pathobiochemistry, Klinikum rechts der Isar der Technischen Universität München, Munich, Germany
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Atomic Force Microscopy Application for the Measurement of Infliximab Concentration in Healthy Donors and Pediatric Patients with Inflammatory Bowel Disease. J Pers Med 2022; 12:jpm12060948. [PMID: 35743733 PMCID: PMC9225523 DOI: 10.3390/jpm12060948] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 05/26/2022] [Accepted: 06/08/2022] [Indexed: 01/14/2023] Open
Abstract
The use of infliximab has completely changed the therapeutic landscape in inflammatory bowel disease. However, despite its proven efficacy to induce and maintain clinical remission, increasing evidence suggests that treatment failure may be associated with inadequate drug blood concentrations. The introduction of biosensors based on different nanostructured materials for the rapid quantification of drugs has been proposed for therapeutic drug monitoring. This study aimed to apply atomic force microscopy (AFM)-based nanoassay for the measurement of infliximab concentration in serum samples of healthy donors and pediatric IBD patients. This assay measured the height signal variation of a nanostructured gold surface covered with a self-assembled monolayer of alkanethiols. Inside this monolayer, we embedded the DNA conjugated with a tumor necrosis factor able to recognize the drug. The system was initially fine-tuned by testing known infliximab concentrations (0, 20, 30, 40, and 50 nM) in buffer and then spiking the same concentrations of infliximab into the sera of healthy donors, followed by testing pediatric IBD patients. A good correlation between height variation and drug concentration was found in the buffer in both healthy donors and pediatric IBD patients (p-value < 0.05), demonstrating the promising use of AFM nanoassay in TDM.
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Grasmeier MK, Langmann AF, Langmann P, Treiber M, Thaler MA, Luppa PB. Dynamics of serum concentrations of antibodies to infliximab: a new approach for predicting secondary loss of response in inflammatory bowel diseases. Therap Adv Gastroenterol 2021; 14:17562848211037849. [PMID: 34434255 PMCID: PMC8381421 DOI: 10.1177/17562848211037849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 07/19/2021] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Antibodies to infliximab (ATI) in serum are associated with secondary loss of response (LOR) to infliximab (IFX) therapy in patients with inflammatory bowel disease (IBD). However, feasible ATI-related predictors of therapy success are lacking and knowledge about individual ATI dynamics is limited. Therefore, this study analyzed whether ATI dynamics are able to predict LOR to IFX therapy and compared their predictive power with known predictors of LOR to IFX. METHODS This was a retrospective study of patients with Crohn's disease (CD) or ulcerative colitis (UC) on IFX maintenance therapy and proactive IFX and immunogenicity monitoring in an outpatient clinic in Germany. Slopes of ATI (S ATI) and IFX levels (dynamic parameters) and medians of ATI, IFX, C-reactive protein, and fecal calprotectin (static parameters) were calculated over a defined period of time after ATI emergence. Dynamic and static parameters were analyzed for associations with end points infliximab discontinuation due to secondary LOR and total IFX discontinuation. RESULTS In all, 500 visits from 38 IBD patients (28 CD, 10 UC) with a median IFX maintenance duration of 68.2 weeks were evaluated. Grouping by S ATI (ATI-N = ATI nondetectable, ATI- ↓ = negative S ATI, ATI- ↑ = positive S ATI) yielded significant differences for outcomes LOR (p = 0.004) and total IFX discontinuation (p = 0.01). Patients in the ATI-↓ group survived significantly longer LOR-free compared with the ATI-↑ group (p = 0.02). Cox regression confirmed S ATI to be a significant risk factor for LOR (p = 0.002). An S ATI cut-off of approximately 2.0 AU mL-1 week-1 was determined to predict LOR with 83.3% sensitivity and 93.8% specificity. CONCLUSION The ATI slope-based index S ATI is a new feasible diagnostic predictor of LOR in IBD patients. S ATI may facilitate quick therapeutic decisions after ATI emerge.
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Affiliation(s)
- Melina K. Grasmeier
- Institut für Klinische Chemie und
Pathobiochemie, Klinikum rechts der Isar der Technischen Universität
München, München, Germany
| | - Anna F. Langmann
- Institut für Klinische Chemie und
Pathobiochemie, Klinikum rechts der Isar der Technischen Universität
München, München, Germany
| | - Peter Langmann
- Medizinische Fakultät,
Julius-Maximilians-Universität Würzburg, Würzburg, Germany;
Gastroenterologische Gemeinschaftspraxis, Prof. Dr. Peter Langmann and Dr.
Monika Weikert, Karlstadt, Germany
| | - Matthias Treiber
- Klinik und Poliklinik für Innere Medizin II,
Klinikum rechts der Isar der Technischen Universität München, München,
Germany
| | - Markus A. Thaler
- Institut für Klinische Chemie und
Pathobiochemie, Klinikum rechts der Isar der Technischen Universität
München, München, Germany
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Luo YR, Chakraborty I, Lazar-Molnar E, Wu AHB, Lynch KL. Development of Label-Free Immunoassays as Novel Solutions for the Measurement of Monoclonal Antibody Drugs and Antidrug Antibodies. Clin Chem 2021; 66:1319-1328. [PMID: 32918468 DOI: 10.1093/clinchem/hvaa179] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 07/14/2020] [Indexed: 01/07/2023]
Abstract
BACKGROUND Immunoassays based on label-free technologies (label-free immunoassay [LFIA]) offer an innovative approach to clinical diagnostics and demonstrate great promise for therapeutic drug monitoring (TDM) of monoclonal antibody (mAb) drugs. An LFIA measures immunocomplex formation in real time and allows for quantification on initial binding rate, which facilitates fast measurement within a few minutes. METHODS Based on thin-film interferometry (TFI) technology, open-access LFIAs were developed for the quantification of the mAb drugs adalimumab (ADL) and infliximab (IFX) and for the detection of the antidrug antibodies (ADAs) to the mAb drugs (ADL-ADAs and IFX-ADAs). RESULTS The LFIAs for active mAb drugs (ADL and IFX) and for ADAs (ADL-ADAs and IFX-ADAs) were validated. The analytical measurement range (AMR) for both ADL and IFX was from 2 to 100 μg/mL. The AMR for ADL-ADAs was from 5 to 100 μg/mL and for IFX-ADAs was 10 to 100 μg/mL. In the comparison of LFIAs and reporter gene assays, the correlation coefficient was 0.972 for the quantification of ADL and 0.940 for the quantification of IFX. The concordance rate was 90% for the detection of ADL-ADAs and 76% for the detection of IFX-ADAs. CONCLUSIONS The LFIAs for active mAb drugs and ADAs were appropriate for the TDM of ADL and IFX. The TFI technology has unique advantages compared with other technologies used for the measurement of mAb drugs. Label-free technologies, especially those allowing for open-access LFIAs, have great potential for clinical diagnostics.
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Affiliation(s)
- Yiqi Ruben Luo
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA
| | | | - Eszter Lazar-Molnar
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT
| | - Alan H B Wu
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA
| | - Kara L Lynch
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA
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