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Evaluation of blood samples collected by dried blood spots (DBS) method for hepatitis B virus DNA quantitation and its stability under real life conditions. JOURNAL OF CLINICAL VIROLOGY PLUS 2022. [DOI: 10.1016/j.jcvp.2022.100111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
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Adeboyejo K, Grosche VR, José DP, Ferreira GM, Shimizu JF, King BJ, Tarr AW, Soares MMCN, Ball JK, McClure CP, Jardim ACG. Simultaneous determination of HCV genotype and NS5B resistance associated substitutions using dried serum spots from São Paulo state, Brazil. Access Microbiol 2022; 4:000326. [PMID: 35693474 PMCID: PMC9175972 DOI: 10.1099/acmi.0.000326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 12/30/2021] [Indexed: 11/26/2022] Open
Abstract
Hepatitis C virus (HCV) is responsible for more than 180 million infections worldwide, and about 80 % of infections are reported in Low and Middle-income countries (LMICs). Therapy is based on the administration of interferon (INF), ribavirin (RBV) or more recently Direct-Acting Antivirals (DAAs). However, amino acid substitutions associated with resistance (RAS) have been extensively described and can contribute to treatment failure, and diagnosis of RAS requires considerable infrastructure, not always locally available. Dried serum spots (DSS) sampling is an alternative specimen collection method, which embeds drops of serum onto filter paper to be transported by posting to a centralized laboratory. Here, we assessed feasibility of genotypic analysis of HCV from DSS in a cohort of 80 patients from São Paulo state Brazil. HCV RNA was detected on DSS specimens in 83 % of samples of HCV infected patients. HCV genotypes 1a, 1b, 2a, 2c and 3a were determined using the sequence of the palm domain of NS5B region, and RAS C316N/Y, Q309R and V321I were identified in HCV 1b samples. Concerning therapy outcome, 75 % of the patients who used INF +RBV as a previous protocol of treatment did not respond to DAAs, and 25 % were end-of-treatment responders. It suggests that therapy with INF plus RBV may contribute for non-response to a second therapeutic protocol with DAAs. One patient that presented RAS (V321I) was classified as non-responder, and combination of RAS C316N and Q309R does not necessarily imply in resistance to treatment in this cohort of patients. Data presented herein highlights the relevance of studying circulating variants for a better understanding of HCV variability and resistance to the therapy. Furthermore, the feasibility of carrying out genotyping and RAS phenotyping analysis by using DSS card for the potential of informing future treatment interventions could be relevant to overcome the limitations of processing samples in several location worldwide, especially in LMICs.
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Affiliation(s)
- Kazeem Adeboyejo
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK.,School of Life Sciences, University of Nottingham, Nottingham, UK
| | - Victória Riquena Grosche
- Institute of Biomedical Sciences, Federal University of Uberlândia, Uberlândia, Minas Gerais, Brazil.,Institute of Bioscience, Language and Exact Sciences, São Paulo State University, São José do Rio Preto, São Paulo, Brazil
| | | | - Giulia Magalhães Ferreira
- Institute of Biomedical Sciences, Federal University of Uberlândia, Uberlândia, Minas Gerais, Brazil
| | - Jacqueline Farinha Shimizu
- Institute of Biomedical Sciences, Federal University of Uberlândia, Uberlândia, Minas Gerais, Brazil.,Institute of Bioscience, Language and Exact Sciences, São Paulo State University, São José do Rio Preto, São Paulo, Brazil
| | - Barnabas J King
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK.,School of Life Sciences, University of Nottingham, Nottingham, UK.,MRC/EPSRC Nottingham Molecular Pathology Node, University of Nottingham, Nottingham, UK
| | - Alexander W Tarr
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK.,School of Life Sciences, University of Nottingham, Nottingham, UK.,MRC/EPSRC Nottingham Molecular Pathology Node, University of Nottingham, Nottingham, UK
| | | | - Jonathan K Ball
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK.,School of Life Sciences, University of Nottingham, Nottingham, UK.,MRC/EPSRC Nottingham Molecular Pathology Node, University of Nottingham, Nottingham, UK
| | - C Patrick McClure
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK.,School of Life Sciences, University of Nottingham, Nottingham, UK.,MRC/EPSRC Nottingham Molecular Pathology Node, University of Nottingham, Nottingham, UK
| | - Ana Carolina Gomes Jardim
- Institute of Biomedical Sciences, Federal University of Uberlândia, Uberlândia, Minas Gerais, Brazil.,Institute of Bioscience, Language and Exact Sciences, São Paulo State University, São José do Rio Preto, São Paulo, Brazil
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Carty PG, McCarthy M, O'Neill SM, De Gascun CF, Harrington P, O'Neill M, Smith SM, Teljeur C, Ryan M. Laboratory-based testing for hepatitis C infection using dried blood spot samples: A systematic review and meta-analysis of diagnostic accuracy. Rev Med Virol 2021; 32:e2320. [PMID: 34957630 DOI: 10.1002/rmv.2320] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 12/11/2021] [Accepted: 12/13/2021] [Indexed: 11/10/2022]
Abstract
The use of dried blood spot (DBS) samples can facilitate the implementation of reflex testing by circumventing the need for centrifugation and freezing of venous blood samples. This systematic review assessed the accuracy of using DBS samples to diagnose chronic hepatitis C virus (HCV) infection. A comprehensive search was undertaken to identify articles published up to July 2020 evaluating the diagnostic accuracy of anti-HCV, HCV-RNA and HCV core antigen tests using DBS. Screening, data extraction, quality appraisal and Grading of Recommendations, Assessment, Development and Evaluations certainty of the evidence assessment were performed independently by two reviewers. Meta-analysis, meta-regression and sensitivity analyses were conducted. The evidence demonstrates that laboratory-based anti-HCV and HCV-RNA tests using DBS samples have high diagnostic accuracy. All comparisons were between DBS and venous samples. For the detection of anti-HCV, sensitivity was 95% (95% CI: 92%-97%) and specificity was 99% ([95% CI: 98%-99%]; n = 25; I2 = 81%; moderate certainty). For the detection of HCV-RNA, the sensitivity was 95% (95% CI: 93%-97%) and specificity was 97% ([95% CI: 94%-98%]; n = 20; I2 = 52%; moderate certainty). The sensitivity of HCV core antigen tests was 86% (95% CI: 79%-91%) and specificity was 98% ([95% CI: 94%-99%]; n = 5; I2 = 37%; low certainty) compared with HCV-RNA (the gold standard for detecting chronic HCV). DBS samples could facilitate diagnosis of chronic HCV infection as the necessary sequential tests (anti-HCV and then HCV-RNA or HCV core antigen) can be undertaken using the same blood sample. This could reduce loss of patient follow-up and support international efforts towards HCV elimination in both high and low prevalence settings.
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Affiliation(s)
- Paul G Carty
- Faculty of Medicine & Health Sciences, RCSI University of Medicine and Health Sciences, Dublin, Ireland.,Health Information and Quality Authority, Dublin, Ireland
| | | | | | - Cillian F De Gascun
- National Virus Reference Laboratory, University College Dublin, Dublin, Ireland
| | | | | | - Susan M Smith
- Department of General Practice, Health Research Board Centre for Primary Care Research, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Conor Teljeur
- Health Information and Quality Authority, Dublin, Ireland
| | - Mairin Ryan
- Health Information and Quality Authority, Dublin, Ireland.,Department of Pharmacology & Therapeutics, Trinity College Dublin, Trinity Health Sciences, St James's Hospital, Dublin, Ireland
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Snowden SG, Korosi A, de Rooij SR, Koulman A. Combining lipidomics and machine learning to measure clinical lipids in dried blood spots. Metabolomics 2020; 16:83. [PMID: 32710150 PMCID: PMC7381462 DOI: 10.1007/s11306-020-01703-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Accepted: 07/11/2020] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Blood-based sample collection is a challenge, and dried blood spots (DBS) represent an attractive alternative. However, for DBSs to be an alternative to venous blood it is important that these samples are able to deliver comparable associations with clinical outcomes. To explore this we looked to see if lipid profile data could be used to predict the concentration of triglyceride, HDL, LDL and total cholesterol in DBSs using markers identified in plasma. OBJECTIVES To determine if DBSs can be used as an alternative to venous blood in both research and clinical settings, and to determine if machine learning could predict 'clinical lipid' concentration from lipid profile data. METHODS Lipid profiles were generated from plasma (n = 777) and DBS (n = 835) samples. Random forest was applied to identify and validate panels of lipid markers in plasma, which were translated into the DBS cohort to provide robust measures of the four 'clinical lipids'. RESULTS In plasma samples panels of lipid markers were identified that could predict the concentration of the 'clinical lipids' with correlations between estimated and measured triglyceride, HDL, LDL and total cholesterol of 0.920, 0.743, 0.580 and 0.424 respectively. When translated into DBS samples, correlations of 0.836, 0.591, 0.561 and 0.569 were achieved for triglyceride, HDL, LDL and total cholesterol. CONCLUSION DBSs represent an alternative to venous blood, however further work is required to improve the combined lipidomics and machine learning approach to develop it for use in health monitoring.
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Affiliation(s)
- Stuart G Snowden
- Core Metabolomics and Lipidomics Laboratory, Metabolic Research Laboratories, Institute of Metabolic Science, University of Cambridge, Level 4 Pathology, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
| | - Aniko Korosi
- Centre for Neuroscience, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Susanne R de Rooij
- Department of Clinical Epidemiology, Amsterdam University Medical Centre, Biostatistics & Bio informaticslocation AMC, Amsterdam, The Netherlands
- Department of Public Health, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Albert Koulman
- Core Metabolomics and Lipidomics Laboratory, Metabolic Research Laboratories, Institute of Metabolic Science, University of Cambridge, Level 4 Pathology, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK.
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Tran TH, Nguyen BT, Nguyen TA, Pham TTP, Nguyen TTT, Mai HTB, Pham HB, Nguyen TM, Phan HTT, Do NT, Ait-Ahmed M, Taieb F, Madec Y. Dried blood spots perform well to identify patients with active HCV infection in Vietnam. J Viral Hepat 2020; 27:514-519. [PMID: 31981287 DOI: 10.1111/jvh.13263] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 12/20/2019] [Accepted: 01/06/2020] [Indexed: 12/26/2022]
Abstract
Recently, treatment advances in direct-acting antivirals have radically changed the management of HCV patients. However, in resource-limited countries, identification of patients with active HCV infection is still challenging in remote settings due to the limited access to laboratories able to measure HCV viral load. This study evaluated whether dried blood spots (DBS) transferred to a central laboratory could overcome this challenge. A total of 315 HCV-infected patients, naïve to anti-HCV treatment, provided each three type of samples: plasma, DBS with calibrated quantities of venous blood and DBS with uncalibrated quantities of capillary blood. Qualitative comparison was conducted in terms of detection of HCV viral load on DBS as opposed to plasma to estimate sensitivity and specificity. Quantitative comparisons were conducted by means of correlation estimation. Of the 250 patients with detected plasma HCV viral load, 245 also had detectable DBS HCV viral load (capillary or venous) leading to a sensitivity of 98.0% (95% confidence interval (CI): 95.4%-99.3%); importantly, all measurements with a plasma HCV viral load >118 IU/mL were also detected in DBS. When HCV was not detected in plasma, it was also not detected in DBS resulting in 100% specificity (95% CI: 94.5%-100%). Quantitative HCV viral load results were very similar when utilizing plasma or DBS sample types as illustrated by correlations >0.99. In conclusion, DBS sample types, with either uncalibrated capillary blood or calibrated venous blood, performed well to distinguish patients with active HCV infection, and who therefore need treatment, from other patients.
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Affiliation(s)
- Tram Hong Tran
- National Reference Laboratory of HIV Molecular Biology, National Institute of Hygiene and Epidemiology, Hanoi, Vietnam
| | - Binh Thanh Nguyen
- National Reference Laboratory of HIV Molecular Biology, National Institute of Hygiene and Epidemiology, Hanoi, Vietnam
| | - Tuan Anh Nguyen
- National Reference Laboratory of HIV Molecular Biology, National Institute of Hygiene and Epidemiology, Hanoi, Vietnam
| | - Tram Thi Phuong Pham
- National Reference Laboratory of HIV Molecular Biology, National Institute of Hygiene and Epidemiology, Hanoi, Vietnam
| | | | | | | | | | - Huong Thi Thu Phan
- Vietnam Administration of HIV/AIDS Control, Ministry of Health, Hanoi, Vietnam
| | - Nhan Thi Do
- Vietnam Administration of HIV/AIDS Control, Ministry of Health, Hanoi, Vietnam
| | - Mohand Ait-Ahmed
- Center for Translational Research, Institut Pasteur, Paris, France
| | - Fabien Taieb
- Center for Translational Research, Institut Pasteur, Paris, France.,Emerging Diseases Epidemiology Unit, Institut Pasteur, Paris, France
| | - Yoann Madec
- Emerging Diseases Epidemiology Unit, Institut Pasteur, Paris, France
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Ranjan J, Ponnuvel S, Fletcher GJ, Anantharam R, Radhakrishnan K, Jeyaseelan V, Abraham P. Evaluation of dried blood spots as a feasible alternative to plasma for the detection and quantification of hepatitis c virus in a tropical setting: A pilot study. Indian J Med Microbiol 2019; 37:60-66. [PMID: 31424012 DOI: 10.4103/ijmm.ijmm_19_12] [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] [Indexed: 01/05/2023]
Abstract
Introduction Confirmatory diagnosis of hepatitis C virus (HCV) infection (HCV RNA detection) is essential before start of the therapy. HCV RNA detection is not available in many parts of India. Shipment of plasma from distant places to referral laboratories may affect HCV RNA titres. Dried blood spots (DBS) provide an easy alternative for transporting samples to centres where HCV RNA testing is done. Aim Evaluation of DBS as a feasible alternative to plasma for HCV diagnosis. Methods In this cross-sectional study, 40 consecutive patients' blood samples were collected from patients referred from the Liver Clinic. Whole blood was spotted onto two Whatman 903TM cards. One card was incubated at ≥37°C and other at 4°C for 15 days, after drying. DBS was eluted and run in Abbott RealTime HCV assay. HCV was also quantified using the Abbott ARCHITECT HCV core antigen assay for 29 of the study patients. Results were compared with normal plasma values. Results The median log HCV RNA value (in log10IU/mL) of plasma was 5.74, with normalised DBS it was 4.92 (≥37°C) and 4.66 (4°C); difference in plasma and DBS median log values was 0.82 (≥37°C) and 1.08 (4°C) logs, respectively. Interclass correlation values were 0.943, P < 0.0001 (≥37°C) and 0.950, P < 0.0001 (4°C), showing high agreement. The median HCV core antigen value (in fmol/L) for plasma was 325.35, whereas it was 4.77 (≥37°C) and 4.64 (4°C) for DBS samples. Conclusions DBS can be used for sampling patients from distant resource-limited settings as an alternative to plasma for HCV RNA estimation. Larger studies are required to evaluate the feasibility of DBS in the Indian subcontinent, especially for HCV core antigen estimation.
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Affiliation(s)
- Jai Ranjan
- Department of Clinical Virology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Suresh Ponnuvel
- Department of Clinical Virology, Christian Medical College, Vellore, Tamil Nadu, India
| | | | | | | | | | - Priya Abraham
- Department of Clinical Virology, Christian Medical College, Vellore, Tamil Nadu, India
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