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Khalo IV, Karpenko AA, Kozyreva VS, Shilova AN, Abubakirova OA, Strokotov DI, Nekrasov VM, Maltsev VP, Chernyshev AV. Kinetic titration method in flow cytometry for quantification of cell receptors. J Immunol Methods 2023; 521:113555. [PMID: 37666317 DOI: 10.1016/j.jim.2023.113555] [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: 04/18/2023] [Revised: 08/28/2023] [Accepted: 09/01/2023] [Indexed: 09/06/2023]
Abstract
For the quantitative determination of cell receptors by fluorescence flow cytometry, we proposed a new method, which takes into account the reaction kinetics. The binding reaction of the ligand with receptors begins after placing the cells in the ligand solution. In the proposed method, there are several samples with the same concentration of cells and different initial concentrations of fluorescently labeled ligand, and each sample is measured by a flow cytometer once at the time when the following condition is met: the product of the incubation time (cells with ligand) and the initial concentration of ligand is the same for all samples. The proposed approach eliminates disadvantages and combines advantages of both kinetic and titration methods for quantification of receptors on single cells without the use of traditional calibration fluorescent beads. Practical application of the method was demonstrated in quantification of CD8 and CD14 on peripheral blood human leukocytes. Particularly, we found decreased (by a factor of two) mean number of CD14 on monocytes and granulocytes in patients with atherosclerosis (treated in the hospital) compared to conditionally healthy donors, whereas no difference was found in the mean CD8 expression on leukocytes between the same patient and donor groups.
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Affiliation(s)
- Irina V Khalo
- Voevodsky Institute of Chemical Kinetics and Combustion SB RAS, Institutskaya 3, 630090 Novosibirsk, Russia
| | - Andrei A Karpenko
- Research Institute for Circulation Pathology n.a. academician E.N. Meshalkin, Rechkunovskaya 15, 630055 Novosibirsk, Russia
| | - Viktoriya S Kozyreva
- Research Institute for Circulation Pathology n.a. academician E.N. Meshalkin, Rechkunovskaya 15, 630055 Novosibirsk, Russia
| | - Anna N Shilova
- Research Institute for Circulation Pathology n.a. academician E.N. Meshalkin, Rechkunovskaya 15, 630055 Novosibirsk, Russia
| | - Olga A Abubakirova
- Research Institute for Circulation Pathology n.a. academician E.N. Meshalkin, Rechkunovskaya 15, 630055 Novosibirsk, Russia
| | - Dmitry I Strokotov
- Voevodsky Institute of Chemical Kinetics and Combustion SB RAS, Institutskaya 3, 630090 Novosibirsk, Russia
| | - Vyacheslav M Nekrasov
- Voevodsky Institute of Chemical Kinetics and Combustion SB RAS, Institutskaya 3, 630090 Novosibirsk, Russia; Novosibirsk State University, Pirogova 2, 630090 Novosibirsk, Russia
| | - Valeri P Maltsev
- Voevodsky Institute of Chemical Kinetics and Combustion SB RAS, Institutskaya 3, 630090 Novosibirsk, Russia; Novosibirsk State University, Pirogova 2, 630090 Novosibirsk, Russia
| | - Andrei V Chernyshev
- Voevodsky Institute of Chemical Kinetics and Combustion SB RAS, Institutskaya 3, 630090 Novosibirsk, Russia; Novosibirsk State University, Pirogova 2, 630090 Novosibirsk, Russia.
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2
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Mitschang L, Korchak S, Kilian W, Riemer T. Comprehensive Quantitative and Calibration-Free Evaluation of Hyperpolarized Xenon-Host Interaction by Multiparametric NMR. Anal Chem 2022; 94:2561-2568. [PMID: 35089685 DOI: 10.1021/acs.analchem.1c04482] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The probing of microscopic environments by hyperpolarized xenon NMR has spurred investigations in supramolecular chemistry as well as important biosensing and molecular imaging applications. While xenon exchange with host structures at micromolar concentrations and below can be readily detected, a quantitative analysis is limited, requiring complementary experimentation by different methodologies and thus lacking completeness and compromising the validity and comparability of numerical results. Here, a new NMR measurement and data analysis approach is introduced for the comprehensive characterization of the host-xenon binding dynamics. The application of chemical exchange saturation transfer of hyperpolarized 129Xe under parametric modulation of the saturation RF amplitude and xenon gas saturation of the solution enables a delineation of exchange mechanisms and, through modeling, a numerical estimation of the various reaction rate constants (and thus magnetization exchange rate constants), the xenon affinity, and the total host molecule concentration. Only the numerical xenon solubility is additionally required for input, a quantity that has a low impact on the measurement uncertainty and is derivable from metrological data collections. Signal calibration by a reference material may thus be avoided, qualifying the method as calibration-free. For demonstration a xenon exchange with the host cucurbit[6]uril at low concentration is investigated, with the numerical results being validated by standard quantitative NMR data obtained at high concentration. The readiness to evaluate xenon exchange for the one sample at hand and in a single experimental attempt by the proposed method may allow comprehensive quantitative studies in supramolecular chemistry, biomacromolecular structure and dynamics, and sensing.
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Affiliation(s)
- Lorenz Mitschang
- Physikalisch-Technische Bundesanstalt Braunschweig und Berlin (PTB), Abbestraße 2-12, 10587 Berlin, Germany
| | - Sergey Korchak
- Physikalisch-Technische Bundesanstalt Braunschweig und Berlin (PTB), Abbestraße 2-12, 10587 Berlin, Germany
| | - Wolfgang Kilian
- Physikalisch-Technische Bundesanstalt Braunschweig und Berlin (PTB), Abbestraße 2-12, 10587 Berlin, Germany
| | - Thomas Riemer
- University of Leipzig, Institute of Medical Physics and Biophysics, Medical Department, Härtelstraße 16-18, 04107 Leipzig, Germany
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Balakrishna J, Basumallik N, Matulonis R, Scott D, Salem D, Jasper G, Wiestner A, Stetler-Stevenson M, Marti G, Sun C, Yuan CM. Intensity of antigen expression reflects IGHV mutational status and Dohner-defined prognostic categories in chronic lymphocytic leukemia, monoclonal B-cell lymphocytosis, and small lymphocytic lymphoma. Leuk Lymphoma 2021; 62:1828-1839. [PMID: 33734005 DOI: 10.1080/10428194.2021.1894641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
We demonstrate the prognostic utility of antigen quantitation in chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL/SLL) and monoclonal B-cell lymphocytosis (MBL). Median antibody-bound-per-cell (ABC) of CD20, CD22, CD25, CD19, and %CD38(+) was determined in CLL (185/208), SLL (8/208) and MBL (15/208) cases by flow cytometry, then compared to Dohner-classification, immunoglobulin status (mutated, IGHV-M; unmutated, IGHV-U), CLL-IPI risk and time to first treatment (TTFT). Trisomy 12 cases showed increased %CD38-expression (p = .0379). Higher %CD38 was observed in IGHV-U versus IGHV-M (p = .0003). CD20ABC was increased in IGHV-U versus IGHV-M (p = .006). Del13q cases demonstrated lower CD22ABC (p = .0198). Cases without cytogenetic abnormality exhibited higher CD19ABC (p = .0295) and CD22ABC (p = .0078). Del17p cases demonstrated lower CD25ABC (p = .0097). High and very-high CLL-IPI risk groups were associated with high CD38-expression (p = .02) and low CD25ABC (p = .0004). Shortened TTFT was associated with high CD38-expression (p < .0001). Interestingly, high CD25ABC trended toward shortened TTFT (p = .07). Quantitative antigen expression reflects CLL-IPI risk groups and Dohner-classification.
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Affiliation(s)
- Jayalakshmi Balakrishna
- Laboratory of Pathology, Department of Flow Cytometry, Center for Cancer Research, NCI, NIH, Bethesda, MD, USA.,Department of Hematopathology, Ohio State University Wexner Medical Center, Columbus, OH, USA
| | | | | | - Drake Scott
- Laboratory of Pathology, Department of Flow Cytometry, Center for Cancer Research, NCI, NIH, Bethesda, MD, USA
| | - Dalia Salem
- Laboratory of Pathology, Department of Flow Cytometry, Center for Cancer Research, NCI, NIH, Bethesda, MD, USA.,Clinical Pathology Department, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Gregory Jasper
- Laboratory of Pathology, Department of Flow Cytometry, Center for Cancer Research, NCI, NIH, Bethesda, MD, USA
| | | | - Maryalice Stetler-Stevenson
- Laboratory of Pathology, Department of Flow Cytometry, Center for Cancer Research, NCI, NIH, Bethesda, MD, USA
| | - Gerald Marti
- Hematology Branch, NHLBI, NIH, Bethesda, MD, USA
| | - Clare Sun
- Hematology Branch, NHLBI, NIH, Bethesda, MD, USA
| | - Constance M Yuan
- Laboratory of Pathology, Department of Flow Cytometry, Center for Cancer Research, NCI, NIH, Bethesda, MD, USA
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Vence L, Bucktrout SL, Fernandez Curbelo I, Blando J, Smith BM, Mahne AE, Lin JC, Park T, Pascua E, Sai T, Chaparro-Riggers J, Subudhi SK, Scutti JB, Higa MG, Zhao H, Yadav SS, Maitra A, Wistuba II, Allison JP, Sharma P. Characterization and Comparison of GITR Expression in Solid Tumors. Clin Cancer Res 2019; 25:6501-6510. [PMID: 31358539 DOI: 10.1158/1078-0432.ccr-19-0289] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 05/16/2019] [Accepted: 07/11/2019] [Indexed: 12/19/2022]
Abstract
PURPOSE Determine the differential effect of a FcγR-binding, mIgG2a anti-GITR antibody in mouse tumor models, and characterize the tumor microenvironment for the frequency of GITR expression in T-cell subsets from seven different human solid tumors.Experimental Design: For mouse experiments, wild-type C57BL/6 mice were subcutaneously injected with MC38 cells or B16 cells, and BALB/c mice were injected with CT26 cells. Mice were treated with the anti-mouse GITR agonist antibody 21B6, and tumor burden and survival were monitored. GITR expression was evaluated at the single-cell level using flow cytometry (FC). A total of 213 samples were evaluated for GITR expression by IHC, 63 by FC, and 170 by both in seven human solid tumors: advanced hepatocellular carcinoma, non-small cell lung cancer (NSCLC), renal cell carcinoma, pancreatic carcinoma, head and neck carcinoma, melanoma, and ovarian carcinoma. RESULTS The therapeutic benefit of 21B6 was greatest in CT26 followed by MC38, and was least in the B16 tumor model. The frequency of CD8 T cells and effector CD4 T cells within the immune infiltrate correlated with response to treatment with GITR antibody. Analysis of clinical tumor samples showed that NSCLC, renal cell carcinoma, and melanoma had the highest proportions of GITR-expressing cells and highest per-cell density of GITR expression on CD4+ Foxp3+ T regulatory cells. IHC and FC data showed similar trends with a good correlation between both techniques. CONCLUSIONS Human tumor data suggest that NSCLC, renal cell carcinoma, and melanoma should be the tumor subtypes prioritized for anti-GITR therapy development.
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Affiliation(s)
- Luis Vence
- The Immunotherapy Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Samantha L Bucktrout
- Cancer Immunology Discovery Unit, South San Francisco, California.,Parker Institute for Cancer Immunotherapy, San Francisco, California
| | - Irina Fernandez Curbelo
- The Immunotherapy Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jorge Blando
- The Immunotherapy Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Bevin M Smith
- Cancer Immunology Discovery Unit, South San Francisco, California
| | - Ashley E Mahne
- Cancer Immunology Discovery Unit, South San Francisco, California
| | - John C Lin
- Cancer Immunology Discovery Unit, South San Francisco, California.,Regeneron Pharmaceuticals Inc., Tarrytown, New York
| | - Terrence Park
- Cancer Immunology Discovery Unit, South San Francisco, California
| | - Edward Pascua
- Cancer Immunology Discovery Unit, South San Francisco, California
| | - Tao Sai
- Cancer Immunology Discovery Unit, South San Francisco, California
| | | | - Sumit K Subudhi
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jorge B Scutti
- The Immunotherapy Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Maria G Higa
- The Immunotherapy Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hao Zhao
- The Immunotherapy Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Shalini S Yadav
- The Immunotherapy Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Anirban Maitra
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ignacio I Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - James P Allison
- The Immunotherapy Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Padmanee Sharma
- The Immunotherapy Platform, The University of Texas MD Anderson Cancer Center, Houston, Texas. .,Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
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Khalo IV, Kozyreva VS, Vakhrushev RV, Patlai DS, Shilova AN, Karpenko AA, Yurkin MA, Moskalensky AE, Strokotov DI, Maltsev VP, Chernyshev AV. Calibration-free quantitative immunoassay by flow cytometry: Theoretical consideration and practical implementation for IgG antibody binding to CD14 receptors on human leukocytes. Cytometry A 2018; 93:695-705. [PMID: 30110130 DOI: 10.1002/cyto.a.23494] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 03/28/2018] [Accepted: 04/26/2018] [Indexed: 12/18/2022]
Abstract
We propose a calibration-free method to determine the number of receptors per cell, as well as the direct and the reverse reaction rate constants for a single receptor. The method is based on the analysis of the temporal evolution of the cells mean fluorescent intensity measured by a flow cytometer during the ligand-receptor (antigen-antibody) binding under the conditions of their comparable concentrations. We developed the kinetic approach accounting both for the delay between the dilution and the measurement and for the practical duration of the measurement itself. The method was applied to determine thenumber of CD14 receptors on human blood mononuclear (granulocytes, monocytes, lymphocytes) cells of several donors. We also obtained the direct ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mo>+</mml:mo></mml:msub><mml:mo>=</mml:mo></mml:mrow></mml:math> (5.6 ± 0.2) × 107 M-1 min-1 ) and reverse ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mo>-</mml:mo></mml:msub><mml:mo>=</mml:mo></mml:mrow></mml:math> (1.3 ± 0.2) × 10-2 min-1 ) rate constants of ligand-receptor interaction, and estimated the size of the binding site as b = 0.5 nm. The latter allows one to recalculate the rate constants for a different ligand, fluorescent label, medium viscosity, and/or temperature. The knowledge of the rate constants is essential for the calibration-free determination of the number of receptors per cell from a single kinetic curve of the cells mean fluorescence intensity.
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Affiliation(s)
- Irina V Khalo
- Voevodsky Institute of Chemical Kinetics and Combustion SB RAS, Institutskaya 3, Novosibirsk 630090, Russia
| | - Viktoriya S Kozyreva
- Research Institute for Circulation Pathology n.a. academician E.N. Meshalkin, Rechkunovskaya 15, Novosibirsk 630055, Russia
| | - Roman V Vakhrushev
- Institute of Nuclear Physics SB RAS, Akademika Lavrentieva Prospect 11, Novosibirsk 630090, Russia
| | - Daria S Patlai
- Voevodsky Institute of Chemical Kinetics and Combustion SB RAS, Institutskaya 3, Novosibirsk 630090, Russia.,Novosibirsk State University, Pirogova 2, Novosibirsk 630090, Russia
| | - Anna N Shilova
- Research Institute for Circulation Pathology n.a. academician E.N. Meshalkin, Rechkunovskaya 15, Novosibirsk 630055, Russia
| | - Andrei A Karpenko
- Research Institute for Circulation Pathology n.a. academician E.N. Meshalkin, Rechkunovskaya 15, Novosibirsk 630055, Russia
| | - Maxim A Yurkin
- Voevodsky Institute of Chemical Kinetics and Combustion SB RAS, Institutskaya 3, Novosibirsk 630090, Russia.,Novosibirsk State University, Pirogova 2, Novosibirsk 630090, Russia
| | - Alexander E Moskalensky
- Voevodsky Institute of Chemical Kinetics and Combustion SB RAS, Institutskaya 3, Novosibirsk 630090, Russia.,Novosibirsk State University, Pirogova 2, Novosibirsk 630090, Russia
| | - Dmitry I Strokotov
- Voevodsky Institute of Chemical Kinetics and Combustion SB RAS, Institutskaya 3, Novosibirsk 630090, Russia.,Novosibirsk State Medical University, Krasny Prospect 52, Novosibirsk 630091, Russia
| | - Valeri P Maltsev
- Voevodsky Institute of Chemical Kinetics and Combustion SB RAS, Institutskaya 3, Novosibirsk 630090, Russia.,Novosibirsk State University, Pirogova 2, Novosibirsk 630090, Russia.,Novosibirsk State Medical University, Krasny Prospect 52, Novosibirsk 630091, Russia
| | - Andrei V Chernyshev
- Voevodsky Institute of Chemical Kinetics and Combustion SB RAS, Institutskaya 3, Novosibirsk 630090, Russia.,Novosibirsk State University, Pirogova 2, Novosibirsk 630090, Russia
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