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Rodriguez WR, Christodoulides N, Floriano PN, Graham S, Mohanty S, Dixon M, Hsiang M, Peter T, Zavahir S, Thior I, Romanovicz D, Bernard B, Goodey AP, Walker BD, McDevitt JT. A microchip CD4 counting method for HIV monitoring in resource-poor settings. PLoS Med 2005; 2:e182. [PMID: 16013921 PMCID: PMC1176233 DOI: 10.1371/journal.pmed.0020182] [Citation(s) in RCA: 156] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2005] [Accepted: 04/26/2005] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND More than 35 million people in developing countries are living with HIV infection. An enormous global effort is now underway to bring antiretroviral treatment to at least 3 million of those infected. While drug prices have dropped considerably, the cost and technical complexity of laboratory tests essential for the management of HIV disease, such as CD4 cell counts, remain prohibitive. New, simple, and affordable methods for measuring CD4 cells that can be implemented in resource-scarce settings are urgently needed. METHODS AND FINDINGS Here we describe the development of a prototype for a simple, rapid, and affordable method for counting CD4 lymphocytes. Microliter volumes of blood without further sample preparation are stained with fluorescent antibodies, captured on a membrane within a miniaturized flow cell and imaged through microscope optics with the type of charge-coupled device developed for digital camera technology. An associated computer algorithm converts the raw digital image into absolute CD4 counts and CD4 percentages in real time. The accuracy of this prototype system was validated through testing in the United States and Botswana, and showed close agreement with standard flow cytometry (r = 0.95) over a range of absolute CD4 counts, and the ability to discriminate clinically relevant CD4 count thresholds with high sensitivity and specificity. CONCLUSION Advances in the adaptation of new technologies to biomedical detection systems, such as the one described here, promise to make complex diagnostics for HIV and other infectious diseases a practical global reality.
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Affiliation(s)
- William R Rodriguez
- 1 Partners AIDS Research Center, Massachusetts General Hospital, Charlestown, Massachusetts, United States of America
- 2 Division of AIDS, Harvard Medical School, Boston, Massachusetts, United States of America
- 3 Brigham and Women's Hospital, Boston, Massachusetts, United States of America
| | - Nicolaos Christodoulides
- 4 Department of Chemistry and Biochemistry, University of Texas, Austin, Texas, United States of America
| | - Pierre N Floriano
- 4 Department of Chemistry and Biochemistry, University of Texas, Austin, Texas, United States of America
| | - Susan Graham
- 3 Brigham and Women's Hospital, Boston, Massachusetts, United States of America
| | - Sanghamitra Mohanty
- 4 Department of Chemistry and Biochemistry, University of Texas, Austin, Texas, United States of America
| | - Meredith Dixon
- 1 Partners AIDS Research Center, Massachusetts General Hospital, Charlestown, Massachusetts, United States of America
| | - Mina Hsiang
- 1 Partners AIDS Research Center, Massachusetts General Hospital, Charlestown, Massachusetts, United States of America
| | - Trevor Peter
- 5 Botswana–Harvard AIDS Institute Partnership, Princess Marina Hospital, Gaborone, Botswana
| | - Shabnam Zavahir
- 5 Botswana–Harvard AIDS Institute Partnership, Princess Marina Hospital, Gaborone, Botswana
| | - Ibou Thior
- 5 Botswana–Harvard AIDS Institute Partnership, Princess Marina Hospital, Gaborone, Botswana
| | - Dwight Romanovicz
- 4 Department of Chemistry and Biochemistry, University of Texas, Austin, Texas, United States of America
| | - Bruce Bernard
- 4 Department of Chemistry and Biochemistry, University of Texas, Austin, Texas, United States of America
| | - Adrian P Goodey
- 4 Department of Chemistry and Biochemistry, University of Texas, Austin, Texas, United States of America
| | - Bruce D Walker
- 1 Partners AIDS Research Center, Massachusetts General Hospital, Charlestown, Massachusetts, United States of America
- 2 Division of AIDS, Harvard Medical School, Boston, Massachusetts, United States of America
| | - John T McDevitt
- 4 Department of Chemistry and Biochemistry, University of Texas, Austin, Texas, United States of America
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102
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Edwards C, Belgrave D, Janossy G, Bradley NJ, Stebbings R, Gaines-Das R, Thorpe R, Sawle A, Arroz MJ, Brando B, Gratama JW, Orfao de Matos A, Papa S, Papamichail M, Lenkei R, Rothe G, Barnett D. Multicentre evaluation of stable reference whole blood for enumeration of lymphocyte subsets by flow cytometry. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2005. [PMID: 15973699 DOI: 10.1002/cyto.b.20061] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND: Clinical indications for lymphocyte subset enumeration by flow cytometry include monitoring of disease progression and timing of therapeutic intervention in infection with human immunodeficiency virus. Until recently international standardisation has not been possible due to a lack of suitable stable reference material. METHODS: This study consisted of two trials of a stabilised whole blood preparation. Eleven participants were sent two standard protocols for staining plus gating strategy and asked to report absolute counts for lymphocyte subsets. RESULTS: No significant difference was detected between the two methods when results from the two assays and all partners were pooled. Significant differences in results from the different partners were observed. However, representative mean counts were obtained for geometric means, geometric coefficient of variation, and 95% confidence interval for CD3 910 cells/mul, 9%, and 888 to 933, respectively), CD4 (495 cells/mul, 12%, and 483 to 507), and CD8 (408 cells/mul, 13%, and 393 to 422). CONCLUSION: We have introduced a stabilised blood preparation and a well-characterized biological standard. The availability of this reference material greatly simplifies the validation of new techniques for CD4(+) T-cell enumeration and the expansion of external quality assurance programmes for clinical laboratories, including those that operate in resource-restricted environments. (c) 2005 Wiley-Liss, Inc.
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Affiliation(s)
- Cherry Edwards
- National Institute for Biological Standards and Control, Potters Bar, United Kingdom
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103
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Dieye TN, Vereecken C, Diallo AA, Ondoa P, Diaw PA, Camara M, Karam F, Mboup S, Kestens L. Absolute CD4 T-Cell Counting in Resource-Poor Settings. J Acquir Immune Defic Syndr 2005; 39:32-7. [PMID: 15851911 DOI: 10.1097/01.qai.0000160515.20581.ad] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Flow cytometry is an accurate but expensive method to determine absolute CD4 cell counts. We compared different methods to measure absolute CD4 counts in blood samples from HIV-infected and uninfected subjects using a research/clinical flow cytometer (FACScan); a dedicated clinical instrument (FACSCount); and a volumetric, mobile, open-system flow cytometer equipped with 3 fluorescence and 2 light scatter detectors (Cyflow SL blue). The FACScan and Cyflow were used as single-platform instruments, but they differ in running cost, which is a central factor for resource-poor settings. Direct volumetric and bead-based CD4 measurements on the Cyflow were compared with 2 bead-based single-platform CD4 measurements on the FACSCount and on FACScan (TruCount) in "Le Dantec" Hospital, Dakar, Senegal, using whole blood samples from 102 HIV+ and 28 HIV- subjects. The agreement between the various measurement methods was evaluated by Bland-Altman analysis. Volumetric CD4 measurements on the Cyflow using a no-lyse-no-wash (NLNW) procedure and a lyse-no-wash (LNW) procedure correlated well with each other (R2 = 0.98) and with CD4 measurements on the FACSCount (R2 = 0.97) and FACScan (R2 = 0.97), respectively. Red blood cell lysis had no negative effect on the accuracy of absolute CD4 counting on the Cyflow. An excellent correlation was observed between bead-based CD4 measurements on the Cyflow and CD4 measurements on the FACSCount (R2 = 0.99) and FACScan (R2 = 0.99). Rigid internal and external quality control monitoring and adequate training of technicians were considered essential to generate accurate volumetric CD4 measurements on the Cyflow.
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Affiliation(s)
- Tandakha Ndiaye Dieye
- Immunology Unit, Laboratory of Bacteriology-Virology, Cheikh Anta Diop University, Dakar, Senegal.
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104
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Pattanapanyasat K, Shain H, Noulsri E, Lerdwana S, Thepthai C, Prasertsilpa V, Likanonsakul S, Yothipitak P, Nookhai S, Eksaengsri A. A multicenter evaluation of the PanLeucogating method and the use of generic monoclonal antibody reagents for CD4 enumeration in HIV-infected patients in Thailand. CYTOMETRY PART B-CLINICAL CYTOMETRY 2005; 65:29-36. [PMID: 15800883 DOI: 10.1002/cyto.b.20052] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND The current method of CD4 enumeration in Thailand, based on the three-tube, three-color method recommended by the Centers for Disease Control and Prevention, is expensive and thus unavailable to most patients who have the human immunodeficiency virus (HIV). Less expensive, simpler protocols (i.e., PanLeucogating and primary CD4 gating) have been described but require more published validation data to gain widespread acceptance. We describe a multicenter evaluation of the PanLeucogating method. METHODS The PanLeucogating method using generic reagents was evaluated in comparison with the standard three-tube, three-color method using commercial reagents. Percentage of CD4+ T cells among lymphocytes and absolute CD4+ T-cell counts were determined in 611 HIV-infected individuals recruited from four sites. Linear regression and Bland-Altman tests were used for statistical analysis. RESULTS The correlation of percentage of CD4+ T cells and absolute CD4+ T-cell counts obtained with the PanLeucogating strategy and the standard predicate method was high (r2 = 0.96 and 0.95, respectively, for the entire study population and r2 > 0.95 and 0.93, respectively, for each study group). Absolute CD4+ T-cell counts of the overall study pool and of the two subdivisions of absolute CD4+ T-cell counts (i.e., 0-250 cells/microl and > 250 cells/microl) derived from the two methods demonstrated excellent agreement, with mean biases of +18 cells/microl, +11 cells/microl, and +24 cells/microl, respectively. CONCLUSIONS These observations demonstrate that CD4 enumeration by PanLeucogating is reliable and can be performed to an identical standard in a quality-assured network of collaborating laboratories as a new cost-effective approach to HIV monitoring.
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Affiliation(s)
- Kovit Pattanapanyasat
- Center of Excellence for Flow Cytometry, Office for Research and Development, Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, Thailand.
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105
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Heijnen IAFM, Barnett D, Arroz MJ, Barry SM, Bonneville M, Brando B, D'hautcourt JL, Kern F, Tötterman TH, Marijt EWA, Bossy D, Preijers FWMB, Rothe G, Gratama JW. Enumeration of antigen-specific CD8+ T lymphocytes by single-platform, HLA tetramer-based flow cytometry: a European multicenter evaluation. CYTOMETRY PART B-CLINICAL CYTOMETRY 2005; 62:1-13. [PMID: 15468327 DOI: 10.1002/cyto.b.20028] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND HLA class I peptide tetramers represent powerful diagnostic tools for detection and monitoring of antigen-specific CD8(+) T cells. The impetus for the current multicenter study is the critical need to standardize tetramer flow cytometry if it is to be implemented as a routine diagnostic assay. Hence, the European Working Group on Clinical Cell Analysis set out to develop and evaluate a single-platform tetramer-based method that used cytomegalovirus (CMV) as the antigenic model. METHODS Absolute numbers of CMV-specific CD8(+) T cells were obtained by combining the percentage of tetramer-binding cells with the absolute CD8(+) T-cell count. Six send-outs of stabilized blood from healthy individuals or CMV-carrying donors with CMV-specific CD8(+) T-cell counts of 3 to 10 cells/microl were distributed to 7 to 16 clinical sites. These sites were requested to enumerate CD8(+) T cells and, in the case of CMV-positive donors, CMV-specific subsets on three separate occasions using the standard method. RESULTS Between-site coefficients of variation of less than 10% (absolute CD8(+) T-cell counts) and approximately 30% (percentage and absolute numbers of CMV-specific CD8(+) T cells) were achieved. Within-site coefficients of variation were approximately 5% (absolute CD8(+) T-cell counts), approximately 9% (percentage CMV-specific CD8(+) T cells), and approximately 17% (absolute CMV-specific CD8(+) T-cell counts). The degree of variation tended to correlate inversely with the proportion of CMV-specific CD8(+) T-cell subsets. CONCLUSIONS The single-platform MHC tetramer-based method for antigen-specific CD8(+) T-cell counting has been evaluated by a European group of laboratories and can be considered a reproducible assay for routine enumeration of antigen-specific CD8(+) T cells.
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Affiliation(s)
- Ingmar A F M Heijnen
- Division of Immunology, Department of Laboratory Medicine, Kantonsspital Aarau, Aarau, Switzerland.
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106
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Scott LE, Glencross DK. Monitoring reproducibility of single analysis, single platform CD4 cell counts in a high volume, low resource laboratory setting using sequential bead count rates. CYTOMETRY PART B-CLINICAL CYTOMETRY 2005; 67:31-2. [PMID: 16100713 DOI: 10.1002/cyto.b.20066] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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107
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Storie I, Sawle A, Goodfellow K, Whitby L, Granger V, Ward RY, Peel J, Smart T, Reilly JT, Barnett D. Perfect count: a novel approach for the single platform enumeration of absolute CD4+ T-lymphocytes. CYTOMETRY PART B-CLINICAL CYTOMETRY 2004; 57:47-52. [PMID: 14696063 DOI: 10.1002/cyto.b.10065] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND The derivation of reliable CD4(+) T lymphocyte counts is vital for the monitoring of disease progression and therapeutic effectiveness in HIV(+) individuals. Flow cytometry has emerged as the method of choice for CD4(+) T lymphocyte enumeration, with single-platform technology, coupled with reference counting beads, fast becoming the "gold standard." However, although single-platform, bead-based, sample acquisition requires the ratio of beads to cells to remain unchanged, there is no available method, until recently, to monitor this. METHODS Perfect Count beads have been developed to address this issue and to incorporate two bead populations, with different densities, to allow the detection of inadequate mixing. Comparison of the relative proportions of both beads with the manufacture's defined limits enables an internal QC check during sample acquisition. In this study, we have compared CD4(+) T lymphocyte counts, obtained from 104 HIV(+) patients, using TruCount beads with MultiSet software (defined as the predicated method) and the new Perfect Count beads, incorporating an in house sequential gating strategy. RESULTS We have demonstrated an excellent degree of correlation between the predicate method and the Perfect Count system (r(2) = 0.9955; Bland Altman bias +27 CD4(+) T lymphocytes/microl). CONCLUSIONS The Perfect Count system is a robust method for performing single platform absolute counts and has the added advantage of having internal QC checks. Such an approach enables the operator to identify potential problems during sample preparation, acquisition and analysis.
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Affiliation(s)
- Ian Storie
- UK NEQAS for Leucocyte Immunophenotyping, Royal Hallamshire Hospital, Sheffield, United Kingdom
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108
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Barry SM, Janossy G. Optimal gating strategies for determining bronchoalveolar lavage CD4/CD8 lymphocyte ratios by flow cytometry. J Immunol Methods 2004; 285:15-23. [PMID: 14871531 DOI: 10.1016/j.jim.2003.10.016] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2003] [Revised: 10/13/2003] [Accepted: 10/27/2003] [Indexed: 11/22/2022]
Abstract
Alterations in bronchoalveolar lavage (BAL) CD4/CD8 T cell subset ratios have been demonstrated in a variety of different respiratory disorders and the measurement of these changes may be diagnostically helpful. Flow cytometry (FCM) is a precise technology that offers many advantages over conventional cytospin techniques to determine T cell subset ratios in tissue fluids such as BAL. However, the optimum gating strategies for evaluating these parameters by FCM have not been evaluated. Here, the CD4/CD8 ratios in 33 BAL samples were compared using three different methods by FCM with two different flow cytometers. Bland Altman analysis demonstrated clinically insignificant differences between two simplified staining and gating strategies and a more complex "gold standard" method. These findings confirm the precision of FCM for BAL T cell subset ratio analysis and suggest that the optimal gating strategy may be a simple panel using only CD45, CD4 and CD8.
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Affiliation(s)
- Simon M Barry
- HIV Immunology, Department of Clinical Immunology, Royal Free Hospital, Pond Street, London NW3 2QG, UK.
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109
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Janossy G. Clinical flow cytometry, a hypothesis-driven discipline of modern cytomics. ACTA ACUST UNITED AC 2004; 58:87-97. [PMID: 14994227 DOI: 10.1002/cyto.a.20011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- George Janossy
- HIV Immunology, Department of Immunology and Molecular Pathology, Royal Free and University College Medical School, London, United Kingdom.
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110
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Pinto LA, Trivett MT, Wallace D, Higgins J, Baseler M, Terabe M, Belyakov IM, Berzofsky JA, Hildesheim A. Fixation and cryopreservation of whole blood and isolated mononuclear cells: Influence of different procedures on lymphocyte subset analysis by flow cytometry. CYTOMETRY PART B-CLINICAL CYTOMETRY 2004; 63:47-55. [PMID: 15624203 DOI: 10.1002/cyto.b.20038] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Immunophenotyping of whole blood (WB) and isolated peripheral blood mononuclear cells (PBMCs) is a common tool used to evaluate immune system changes in clinical studies. The development of methods that would allow preservation of samples for flow cytometric analysis is important for the extension of this technology to field testing in settings where the equipment might be not readily accessible. METHODS Three-color flow cytometric analysis was used to determine percentages of T cells and their subsets (CD3(+), CD4(+), CD8(+)), B cells (CD19(+)), and natural killer cells (CD16(+)/56(+)) in WB and PBMCs using variations of a standard stain/fix WB staining procedure (Optilyse) that included staining following fixation and freezing of fixed samples before or after staining. RESULTS Comparable lymphocyte subset percentages in WB or PBMCs were observed regardless of Optliyse method used (all Ps >/= 0.8). However, differences in fluorescence intensity for several markers were observed across procedures. Compared with the standard stain/fix procedures, fix/stain decreased the mean fluorescence intensities for CD4, CD8, CD19 and CD16/56 in WB and PBMCs (P </= 0.03 for these markers P = 0.105 for CD8 in PBMCs). Further decreases in mean fluorescence intensity were seen with the fix/stain/freeze procedure. The stain/fix/freeze yielded intensities largely comparable to those seen with standard stain/fix procedure (P >/= 0.13), suggesting that, when the markers of interest are known at the time of field collection, implementation of this procedure might be desirable. Fix/freeze/stain resulted in diminution of intensity in general, but they tended to be more modest than those seen for fix/stain/freeze and therefore might be applicable to field studies in instances when the specific markers of interest cannot be defined upfront. CONCLUSIONS Freezing of fixed WB and PBMCs before or after cell surface staining is a reliable method for preserving specimens in field sites for later determination of lymphocyte subset percentages, which are commonly assessed in immunodeficient and cancer patients.
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Affiliation(s)
- Ligia A Pinto
- NCI-Frederick/SAIC-Frederick, Frederick, Maryland, USA.
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111
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Storie I, Sawle A, Goodfellow K, Whitby L, Granger V, Reilly JT, Barnett D. Flow rate calibration I: a novel approach for performing absolute cell counts. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2003; 55:1-7. [PMID: 12949953 DOI: 10.1002/cyto.b.10051] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Reports suggest that flow rate (FR) is constant on bench top flow cytometers. Therefore, if FR is constant, the volume acquired in a fixed time period will also be constant, enabling absolute leucocyte counting using flow rate calibration (FRC). METHODS FR stability was ascertained on a standard FACSCalibur by counting TruCount beads suspended in phosphate buffered saline over 120 s. Studies using two lysing solutions (FACS lysing solution and PharM Lyse) and corresponding sample lysates established a lysing solution calibration factor (CF). Absolute CD4(+) T-lymphocyte counts on 10 peripheral blood samples determined using FRC were compared with the predicate method TruCount/MultiTEST, incorporating MultiSET software. Linearity studies were also performed at three different flow rates. RESULTS A high degree of linearity over a wide range of counts (50 to >1,600 CD4(+) T lymphocytes/microl) at all three pressures was observed. Importantly, there was no significant difference from the predicate method when appropriate lysing solution CF was used. CONCLUSIONS Using a simple calibration procedure and incorporation of an appropriate lysing solution CF, we show that FRC can easily be performed. The technical details that underpin this novel approach for absolute leucocyte enumeration are provided.
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Affiliation(s)
- Ian Storie
- UK NEQAS for Leucocyte Immunophenotyping, Royal Hallamshire Hospital, Sheffield, United Kingdom
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113
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Storie I, Sawle A, Whitby L, Goodfellow K, Granger V, Reilly JT, Barnett D. Flow rate calibration II: a clinical evaluation study using PanLeucoGating as a single-platform protocol. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2003; 55:8-13. [PMID: 12949954 DOI: 10.1002/cyto.b.10050] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND CD4(+) T-lymphocyte enumeration is vital for monitoring disease progression in individuals positive for the human immunodeficiency virus (HIV), and as a result, there is a need to develop cost-effective protocols that provide accuracy, precision, and affordability. Recently, PanLeucoGating has been shown to fulfill these requirements; however, although comparable to state-of-the-art single-platform protocols (SP), there is still a requirement for an accurate total white cell count. To overcome this limitation, we recently developed a flow-rate based calibration method that enables the PanLeucoGating protocol to be used as a SP approach, and in this study show that this approach can be used for CD4(+) T-lymphocyte enumeration. METHODS A total of 113 HIV samples were analyzed using three protocols: (a) state-of-the art SP bead-based method (MultiSet; predicate protocol), (b) PanLeucoGating protocol used as a dual-platform (DP) approach, and (c) the newly developed flow rate-based SP approach. We demonstrate that flow rate calibration can be achieved easily and that the method is highly comparable to the state-of-the-art SP method. RESULTS A high correlation was observed between the predicate protocol and the SP PanLeucoGating approach over the whole range of CD4 counts tested (r(2) = 0.9928; bias 8 cells/microl), including the clinically relevant range (e.g., 0-200 CD4 cells/microl; bias 0 cells/microl). For batched samples, the cost of providing a CD4(+) T-lymphocyte count was reduced to approximately US $1. CONCLUSIONS The SP PanLeucoGating is a cost-effective approach to CD4(+) T-lymphocyte enumeration that maintains accuracy and precision.
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Affiliation(s)
- Ian Storie
- UK NEQAS for Leucocyte Immunophenotyping, Royal Hallamshire Hospital, Sheffield, United Kingdom
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114
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Scott LE, Galpin JS, Glencross DK. Multiple method comparison: statistical model using percentage similarity. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2003; 54:46-53. [PMID: 12827667 DOI: 10.1002/cyto.b.10016] [Citation(s) in RCA: 78] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND Method comparison typically determines how well two methods agree. This is usually performed using the difference plot model, which measures absolute differences between two methods. This is often not applicable to data with wide ranges of absolute values. An alternative model is introduced that simplifies comparisons specifically for multiple methods compared to a gold standard. METHODS The average between a new method and the gold standard is represented as a percentage of the gold standard. This is interpreted as a percentage similarity value and accommodates wide ranges of data. The representation of the percentage similarity values in a histogram format highlights the accuracy and precision of several compared methods to a gold standard. The calculation of a coefficient of variation further defines agreement between methods. RESULTS Percentage similarity histograms of several new methods can be compared to a gold standard simultaneously, and the comparison easily visualized through use of a single 100% similarity reference line drawn common to all plots. CONCLUSION This simple method of comparison would be particularly useful for multiple method comparison and is especially applicable for centers collating for external quality assessment or assurance programs to demonstrate differences in results between laboratories.
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Affiliation(s)
- Lesley E Scott
- Department of Molecular Medicine and Hematology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
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115
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Janossy G, Jani IV, Bradley NJ, Bikoue A, Pitfield T, Glencross DK. Affordable CD4(+)-T-cell counting by flow cytometry: CD45 gating for volumetric analysis. CLINICAL AND DIAGNOSTIC LABORATORY IMMUNOLOGY 2002; 9:1085-94. [PMID: 12204964 PMCID: PMC120051 DOI: 10.1128/cdli.9.5.1085-1094.2002] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2002] [Accepted: 04/22/2002] [Indexed: 11/20/2022]
Abstract
The flow cytometers that are currently supported by industry provide accurate CD4(+)-T-cell counts for monitoring human immunodeficiency virus disease but remain unaffordable for routine service work under resource-poor conditions. We therefore combined volumetric flow cytometry (measuring absolute lymphocyte counts in unit volumes of blood) and simpler protocols with generic monoclonal antibodies (MAbs) to increase cost efficiency. Volumetric absolute counts were generated using CD45/CD4 and CD45/CD8 MAb combinations in two parallel tubes. The percentage values for the various subsets were also determined within the leukocyte and lymphocyte populations utilizing a fully automated protocol. The levels of agreement between the newly developed method and the present industry standards, including both volumetric and bead-based systems using a full MAb panel for subset analysis, were tested by Bland-Altman analyses. The limits of agreement for CD4 counts generated by the volumetric methods using either CD45/CD4 (in a single tube) or the full Trio MAb panel (in three tubes) on the CytoronAbsolute flow cytometer were between -29 and +46 cells/mm(3) with very little bias for CD4 counts (in favor of the Trio method: +8 CD4(+) lymphocytes/mm(3); 0.38% of lymphocytes). The limits of agreement for absolute CD4 counts yielded by the volumetric CD45/CD4 method and the bead-based method were between -118 and +98 cells/mm(3), again with a negligible bias (-10 CD4(+) lymphocytes/mm(3)). In the volumetric method using CD45/CD8, the strongly CD8(+) cells were gated and the levels of agreement with the full Trio showed a minor bias (in favor of the Trio; +40 CD8(+) cells/mm(3); 5.2% of lymphocytes) without a significant influence on CD4/CD8 ratios. One trained flow cytometrist was able to process 300 to 400 stained tubes per day. This workload extrapolates to a throughput of >30,000 samples per year if both CD45/CD4 and CD45/CD8 stainings are performed for each patient or a throughput of >60,000 samples if only CD45/CD4 counts are tested in a single tube. Thus, on the basis of the high efficiency and excellent agreement with the present industry standards, volumetric flow cytometers with automated gating protocols and autobiosamplers, complemented by generic CD45, CD4, and CD8 MAbs used in two-color immunofluorescence, represent the most suitable arrangements for large regional laboratories in resource-poor settings.
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Affiliation(s)
- George Janossy
- HIV Immunology, Department of Immunology and Molecular Pathology, Royal Free and University College Medical School, London, United Kingdom.
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Bikoue A, Janossy G, Barnett D. Stabilised cellular immuno-fluorescence assay: CD45 expression as a calibration standard for human leukocytes. J Immunol Methods 2002; 266:19-32. [PMID: 12133619 DOI: 10.1016/s0022-1759(02)00094-7] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
We first confirmed the precision of the quantitative indirect immunofluorescence (QIFI) test by demonstrating that blood lymphocytes from different individuals expressed CD45 leucocyte antigens at a very similar level (mean: 201 x 10(3) antibody binding capacity (ABC)/lymphocyte) with only minimal variation (CV% 2.5%). These values were maintained for 4 days in blood samples when kept at 20 degrees C, and for up to 14 days in samples fixed with TransFix. Using long-term stabilisation, after an initial drop of 10-15% the CD45 ABC/lymphocyte values remained stable at an 85-90% level for >1 year. These biological standards were used to check other quantitative IF techniques. The quantum simply cellular (QSC) method showed variable results (85-240%), and the QuantiBRITE method gave values as low as 30-40% of the expected values, indicating that biological standards such as CD45 ABC/lymphocytes are absolutely essential to check the performance of methods that claim to quantify immunofluorescence (IF). Next, these standards were used to establish the stabilised cellular immuno-fluorescence assay (SCIFA) as follows. The ABC x 10(3)/cell values established by QIFI on leucocyte populations such as lympho-, mono- and granulocytes were used to create calibration curves for the CD45 antigen and its isoforms CD45RA, -R0 and -RB. The same cell populations were then stained with monoclonal antibodies (MAbs) directly conjugated to different fluorochromes in order to translate the mean fluorescence intensity (MFI) values seen with the directly labelled reagents to values of ABCx10(3)/cells. Using SCIFA with a triple-colour direct IF, the display of CD45 and its isoforms were quantitated on the 'virgin' or 'unprimed' (CD45RA+) and 'primed' (CD45R0+) subsets in both the CD4+ and CD8+ T cell lineages. We also observed that the CD4+ and CD8+ T cells in transit between the 'virgin' and 'primed' subsets frequently displayed different levels of the CD45RA and -R0 molecules, pointing to the physiological variability of the CD45RA-R0 switching process. In conclusion, internal biological standards, with known stable expression of ABC/cell, should be used to evaluate IF staining patterns in a quantitative manner during routine investigations.
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Affiliation(s)
- Arsene Bikoue
- HIV Immunology, Department of Immunology and Molecular Pathology, Royal Free and University College Medical School, Hampstead, London, UK
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Janossy G, Jani IV, Kahan M, Barnett D, Mandy F, Shapiro H. Precise CD4 T-cell counting using red diode laser excitation: for richer, for poorer. CYTOMETRY 2002; 50:78-85. [PMID: 12116349 DOI: 10.1002/cyto.10082] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND Measuring CD4 T-cell counts at low cost is relevant in dealing with the human immunodeficiency virus (HIV) epidemic throughout the developing world. The recently introduced novel concepts in gating strategies and sample stabilization facilitate affordable immunophenotyping by flow cytometry. However, the impact of these developments is still limited by the high cost of currently available flow cytometers. METHODS Diode lasers emitting 10-15 mW at 635 nm are one-tenth the size and cost and require one thousandth the power of an equivalent 488-nm argon ion laser. We used the available 635-nm diode-based flow cytometers, including PA-II, Luminex 100, SuperMot, and FACSCalibur, to investigate whether these instruments can generate reliable CD4 counts when used with allophycocyanin (APC) and cyanin-5 (Cy5)-labeled CD4 antibodies. RESULTS We document the feasibility of obtaining leucocyte differential counts using orthogonal side scatter (SSC) without the need for forward scatter (FSC). Accurate CD4% values among lymphocytes and leucocytes can be obtained by primary CD4 gating using a single CD4 monoclonal antibody conjugated to APC or Cy5. Double immunofluorescence (IF) staining with CD4-APC (FL1) and CD45-APC-Cy7 (FL2) introduces pan-leucogating for a convenient assessment of absolute CD4 counts on double platforms. We demonstrate that small flow cytometers with laser diodes are capable of delivering absolute CD4 T-cell counts with a precision similar to the performance of the current state-of-the-art single-platform instruments (e.g., the CytoronAbsolute; R(2) = 0.961). In this respect, they appear to be superior to the nonflow CD4 counting techniques. CONCLUSIONS Accurate CD4 counts can be generated at minimal cost on red diode laser-operated flow cytometers, retaining the potential for high throughput capacity without compromising precision. With further improvements in volumetric technology and clinical software, these cytometers may develop into a new generation of inexpensive battery-operated laboratory hardware that combines cellular phenotyping with bead-based multiplexing immunoassays for (HIV) serology.
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Affiliation(s)
- George Janossy
- HIV Immunology, Department of Immunology and Molecular Pathology, Royal Free and University College Medical School, Rowland Street, London NW3 2PF, United Kingdom
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Mandy F, Bergeron M, Houle G, Bradley J, Fahey J. Impact of the international program for Quality Assessment and Standardization for Immunological Measures Relevant to HIV/AIDS: QASI. CYTOMETRY 2002; 50:111-6. [PMID: 12116353 DOI: 10.1002/cyto.10088] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Measurements of CD4 T-cell levels are essential for the assessment of human immunodeficiency virus (HIV) disease course, clinical staging, epidemiological studies, and decisions regarding prophylactic therapies against opportunistic infection. Until now, only in the industrialized countries was T-cell subset monitoring considered a practical option to assess disease progression. The Quality Assessment and Standardization for Immunological Measures Relevant to HIV/AIDS (QASI) program was established in 1997 to meet performance assessment for immunophenotyping laboratories in countries where such service is not available. The QASI program is provided at no cost to any laboratory in a resource-poor setting that wishes to participate. This report describes the beneficial impact of participation in the QASI program. Carefully selected commercial stabilized whole blood preparations were sent regularly to participating laboratories. Participants reported the T-cell subset values they obtained by flow cytometry. Once the aggregate mean values for the T-cell subsets were established for the shipment, a comprehensive and confidential report was sent to each laboratory. The results from five consecutive shipments were analyzed. The coefficient of variation decreased from 7.2% to 4.7% and from 14.2% to 8.8% for percent and absolute CD4 T-cell counts, respectively. With the implementation of the QASI program using commercial stabilized whole blood specimens, it is possible to reduce interlaboratory error. This study illustrates that a quality assessment program can improve the overall performance of laboratories. Reducing interlaboratory variation can enhance significantly the effectiveness of multicenter HIV vaccine or drug trial evaluation.
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Affiliation(s)
- Francis Mandy
- National HIV Immunology Laboratory, Centre for Infectious Disease Prevention and Control, Health Canada, LCDC 0603B1, Tunney's Pasture, Ottawa, Ontario K1A 0L2, Canada.
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Mandy F, Nicholson J, Autran B, Janossy G. T-cell subset counting and the fight against AIDS: reflections over a 20-year struggle. CYTOMETRY 2002; 50:39-45. [PMID: 12116344 DOI: 10.1002/cyto.10097] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The story of T-lymphocyte subset immunophenotyping technology is reviewed on the occasion of the 20th anniversary of CD4 T-cell enumeration. Over time, immunophenotyping has evolved into precise, reliable, but complicated and expensive technology requiring fresh blood samples. The gating technologies that were universally adapted for clinical flow cytometry for the past decade relied on rapidly deteriorating morphological scatter characteristics of leukocytes. This special issue dedicated to CD4 T-cell enumeration features most of the available new options that will have a significant impact on how this technology will be implemented within the first decade of the 21st century. In a series of original publications, including the new NIH guideline for T-cell subset enumeration, contemporary gating protocols that use immunologically logical parameters are presented as part of the more reliable and affordable immunophenotyping alternative. Some of the improvements addressed here include the costs of the assays and the capacity to monitor interlaboratory and intralaboratory performances. It is clear that an effective attack on the human immunodeficiency virus (HIV) epidemic has to embrace resource-poor regions. Reducing the cost of the assay while improving reliability and durability is a move in the right direction.
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Affiliation(s)
- Francis Mandy
- National HIV Immunology Laboratory, Health Canada, LCDC 0603B1, Tunney's Pasture, Ottawa, Ontario K1A 0L2, Canada.
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