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Nkya S, Nzunda C, Saukiwa E, Kaywanga F, Buberwa E, Solomon D, Christopher H, Ngowi D, Johansen J, Urio F, Mgaya J, Karim S, Alimohamed MZ, Sangeda RZ, Chamba C, Chimusa ER, Novelli E, Makani J. Towards genomic medicine: a tailored next-generation sequencing panel for hydroxyurea pharmacogenomics in Tanzania. BMC Med Genomics 2024; 17:190. [PMID: 39026269 PMCID: PMC11256457 DOI: 10.1186/s12920-024-01924-5] [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: 08/04/2023] [Accepted: 06/04/2024] [Indexed: 07/20/2024] Open
Abstract
BACKGROUND Pharmacogenomics of hydroxyurea is an important aspect in the management of sickle cell disease (SCD), especially in the era of genomic medicine. Genetic variations in loci associated with HbF induction and drug metabolism are prime targets for hydroxyurea (HU) pharmacogenomics, as these can significantly impact the therapeutic efficacy and safety of HU in SCD patients. METHODS This study involved designing of a custom panel targeting BCL11A, ARG2, HBB, HBG1, WAC, HBG2, HAO2, MYB, SAR1A, KLF10, CYP2C9, CYP2E1 and NOS1 as potential HU pharmacogenomics targets. These genes were selected based on their known roles in HbF induction and HU metabolism. The panel was designed using the Illumina Design Studio (Illumina, San Diego, CA, USA) and achieved a total coverage of 96% of all genomic targets over a span of 51.6 kilobases (kb). This custom panel was then sequenced using the Illumina MiSeq platform to ensure high coverage and accuracy. RESULTS We are reporting a successfully designed Illumina (MiSeq) HU pharmacogenomics custom panel encompassing 51.6 kilobases. The designed panel achieved greater than 1000x amplicon coverage which is sufficient for genomic analysis. CONCLUSIONS This study provides a valuable tool for research in HU pharmacogenomics, especially in Africa where SCD is highly prevalent, and personalized medicine approaches are crucial for improving patient outcomes. The custom-designed Illumina (MiSeq) panel, with its extensive coverage and high sequencing depth, provides a robust platform for studying genetic variations associated with HU response. This panel can contribute to the development of tailored therapeutic strategies, ultimately enhancing the management of SCD through more effective and safer use of hydroxyurea.
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Affiliation(s)
- Siana Nkya
- Department of Haematology and Blood Transfusion, Dar es Salaam, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Department of Biochemistry and Molecular Biology, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Tanzania Human Genetics Organisation, Dar es Salaam, Tanzania
- Sickle Cell Program, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Collin Nzunda
- Department of Haematology and Blood Transfusion, Dar es Salaam, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania.
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania.
| | - Emmanuel Saukiwa
- Department of Biochemistry and Molecular Biology, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Frida Kaywanga
- Department of Haematology and Blood Transfusion, Dar es Salaam, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Tanzania Human Genetics Organisation, Dar es Salaam, Tanzania
- Sickle Cell Program, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Eliud Buberwa
- Department of Haematology and Blood Transfusion, Dar es Salaam, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - David Solomon
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Heavenlight Christopher
- Department of Haematology and Blood Transfusion, Dar es Salaam, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Doreen Ngowi
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Julieth Johansen
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Florence Urio
- Department of Biochemistry and Molecular Biology, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Sickle Cell Program, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Josephine Mgaya
- Sickle Cell Program, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Salman Karim
- Department of Biochemistry and Molecular Biology, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Tanzania Human Genetics Organisation, Dar es Salaam, Tanzania
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Mohamed Zahir Alimohamed
- Department of Biochemistry and Molecular Biology, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Tanzania Human Genetics Organisation, Dar es Salaam, Tanzania
- Sickle Cell Program, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Raphael Z Sangeda
- Tanzania Human Genetics Organisation, Dar es Salaam, Tanzania
- Sickle Cell Program, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Department Pharmaceutical Microbiology, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Clara Chamba
- Department of Haematology and Blood Transfusion, Dar es Salaam, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Emile R Chimusa
- Department of Applied Sciences, Faculty of Health and Life Sciences, Tyne and Wear, Northumbria University, Newcastle, NE1 8ST, UK
| | - Enrico Novelli
- Vascular Medicine Institute, School of Medicine, University of Pittsburgh, Pittsburgh, USA
| | - Julie Makani
- Department of Haematology and Blood Transfusion, Dar es Salaam, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Tanzania Human Genetics Organisation, Dar es Salaam, Tanzania
- Sickle Cell Program, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- Imperial College London, Exhibition Rd, South Kensington, London, SW7 2BX, UK
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Gambari R, Waziri AD, Goonasekera H, Peprah E. Pharmacogenomics of Drugs Used in β-Thalassemia and Sickle-Cell Disease: From Basic Research to Clinical Applications. Int J Mol Sci 2024; 25:4263. [PMID: 38673849 PMCID: PMC11050010 DOI: 10.3390/ijms25084263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 03/30/2024] [Accepted: 04/04/2024] [Indexed: 04/28/2024] Open
Abstract
In this short review we have presented and discussed studies on pharmacogenomics (also termed pharmacogenetics) of the drugs employed in the treatment of β-thalassemia or Sickle-cell disease (SCD). This field of investigation is relevant, since it is expected to help clinicians select the appropriate drug and the correct dosage for each patient. We first discussed the search for DNA polymorphisms associated with a high expression of γ-globin genes and identified this using GWAS studies and CRISPR-based gene editing approaches. We then presented validated DNA polymorphisms associated with a high HbF production (including, but not limited to the HBG2 XmnI polymorphism and those related to the BCL11A, MYB, KLF-1, and LYAR genes). The expression of microRNAs involved in the regulation of γ-globin genes was also presented in the context of pharmacomiRNomics. Then, the pharmacogenomics of validated fetal hemoglobin inducers (hydroxyurea, butyrate and butyrate analogues, thalidomide, and sirolimus), of iron chelators, and of analgesics in the pain management of SCD patients were considered. Finally, we discuss current clinical trials, as well as international research networks focusing on clinical issues related to pharmacogenomics in hematological diseases.
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Affiliation(s)
- Roberto Gambari
- Center “Chiara Gemmo and Elio Zago” for the Research on Thalassemia, Department of Life Sciences and Biotechnology, Ferrara University, 40124 Ferrara, Italy
| | - Aliyu Dahiru Waziri
- Department of Hematology and Blood Transfusion, Ahmadu Bello University Teaching Hospital Zaria, Kaduna 810001, Nigeria;
| | - Hemali Goonasekera
- Department of Anatomy, Genetics and Biomedical Informatics, Faculty of Medicine, University of Colombo, Colombo P.O. Box 271, Sri Lanka;
| | - Emmanuel Peprah
- Implementing Sustainable Evidence-Based Interventions through Engagement (ISEE) Lab, Department of Global and Environmental Health, School of Global Public Health, New York University, New York, NY 10003, USA;
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3
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Ginete C, Delgadinho M, Santos B, Pinto V, Silva C, Miranda A, Brito M. Are Genetic Modifiers the Answer to Different Responses to Hydroxyurea Treatment?-A Pharmacogenetic Study in Sickle Cell Anemia Angolan Children. Int J Mol Sci 2023; 24:ijms24108792. [PMID: 37240136 DOI: 10.3390/ijms24108792] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 05/10/2023] [Accepted: 05/11/2023] [Indexed: 05/28/2023] Open
Abstract
Sickle cell anemia (SCA) is an inherited disease affecting the hemoglobin that is particularly common in sub-Saharan Africa. Although monogenic, phenotypes are markedly heterogeneous in terms of severity and life span. Hydroxyurea is still the most common treatment for these patients, and the response to treatment is highly variable and seems to be an inherited trait. Therefore, identifying the variants that might predict hydroxyurea response is important for identifying patients who will have a poorer or non-response to treatment, and the ones that are more prone to suffer from severe side effects. In the present pharmacogenetic study, we analyzed the exons of 77 genes described in the literature as potentially associated with hydroxyurea metabolism in Angolan children treated with hydroxyurea and evaluated the drug response considering fetal hemoglobin levels, other hematological and biochemical parameters, hemolysis, number of vaso-occlusive crises and hospitalizations. Thirty variants were identified in 18 of those genes as possibly associated with drug response, five of them in gene DCHS2. Other polymorphisms in this gene were also associated with hematological, biochemical and clinical parameters. Further research examining the maximum tolerated dose and fixed dose with a larger sample size is necessary to corroborate these findings.
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Affiliation(s)
- Catarina Ginete
- H&TRC-Health & Technology Research Center, ESTeSL-Escola Superior de Tecnologia da Saúde, Instituto Politécnico de Lisboa, 1990-096 Lisbon, Portugal
| | - Mariana Delgadinho
- H&TRC-Health & Technology Research Center, ESTeSL-Escola Superior de Tecnologia da Saúde, Instituto Politécnico de Lisboa, 1990-096 Lisbon, Portugal
| | - Brígida Santos
- Centro de Investigação em Saúde de Angola (CISA), Bengo, Angola
- Hospital Pediátrico David Bernardino (HPDB), Luanda, Angola
| | - Vera Pinto
- H&TRC-Health & Technology Research Center, ESTeSL-Escola Superior de Tecnologia da Saúde, Instituto Politécnico de Lisboa, 1990-096 Lisbon, Portugal
- Centro de Estatística e Aplicações, Universidade de Lisboa (CEAUL), 1749-016 Lisbon, Portugal
| | - Carina Silva
- H&TRC-Health & Technology Research Center, ESTeSL-Escola Superior de Tecnologia da Saúde, Instituto Politécnico de Lisboa, 1990-096 Lisbon, Portugal
- Centro de Estatística e Aplicações, Universidade de Lisboa (CEAUL), 1749-016 Lisbon, Portugal
| | - Armandina Miranda
- Instituto Nacional de Saúde Doutor Ricardo Jorge (INSA), 1649-016 Lisbon, Portugal
| | - Miguel Brito
- H&TRC-Health & Technology Research Center, ESTeSL-Escola Superior de Tecnologia da Saúde, Instituto Politécnico de Lisboa, 1990-096 Lisbon, Portugal
- Centro de Investigação em Saúde de Angola (CISA), Bengo, Angola
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Patrinos GP, Chui DHK, Hardison RC, Steinberg MH. Strategies to improve pharmacogenomic-guided treatment options for patients with β-hemoglobinopathies. Expert Rev Hematol 2021; 14:883-885. [PMID: 34490838 PMCID: PMC9306350 DOI: 10.1080/17474086.2021.1977117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Accepted: 09/02/2021] [Indexed: 10/20/2022]
Abstract
Drug efficacy and toxicity are closely related to the unique genetic profile of individuals, or pharmacogenomics. Despite the fact that cardiology, psychiatry and oncology are among the clinical specialties in which pharmacogenomics has become a clinical reality, the utility of pharmacogenomics has yet to be demonstrated for several other medical specialties. Over the last 15 years, genomic variants in a number of loci have been shown to be significantly associated with the fetal hemoglobin (HbF) response to hydroxyurea, the only approved drug for HbF induction for sickle cell disease. Here, we provide an update and discuss future challenges to the application of pharmacogenomics to improve therapies for β-hemoglobinopathies in relation to the current pharmacological treatment modalities for those disorders.
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Affiliation(s)
- George P. Patrinos
- University of Patras, School of Health Sciences, Department of Pharmacy, Laboratory of Pharmacogenomics and Individualized Therapy, Patras, Greece
- United Arab Emirates University, College of Medicine and Health Sciences, Department of Pathology, Al-Ain, UAE
- United Arab Emirates University, Zayed Center of Health Sciences, Al-Ain, UAE
| | - David H. K. Chui
- Boston University School of Medicine, Departments of Medicine, Pathology and Laboratory Medicine, Boston, MA, USA
| | - Ross C. Hardison
- The Pennsylvania State University, Center for Computational Biology and Bioinformatics, University Park, PA, USA
- The Pennsylvania State University, Department of Biochemistry and Molecular Biology, University Park, PA, USA
| | - Martin H. Steinberg
- Boston University School of Medicine, Departments of Medicine, Pathology and Laboratory Medicine, Boston, MA, USA
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5
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Long-term safety and efficacy of hydroxyurea in patients with non-transfusion-dependent β-thalassemia: a comprehensive single-center experience. Ann Hematol 2021; 100:2901-2907. [PMID: 34383102 DOI: 10.1007/s00277-021-04627-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 07/28/2021] [Indexed: 10/20/2022]
Abstract
Over the past 20 years, hydroxyurea (HU) has emerged as an effective therapeutic agent in thalassemic patients to improve anemia and decrease the transfusion dependency. We evaluated long-term safety and clinical response to HU in patients with non-transfusion-dependent β-thalassemia (NTDT). In this retrospective study, medical records of 181 patients with NTDT were evaluated during October to December 2020 in Southern Iran. No requirement to blood transfusion was considered as sustained transfusion independence response. All patients were regularly examined and monitored for the occurrence of any adverse event (AE) of HU. The mean duration of HU consumption ± SD was 18.2 ± 4.0 (8-22) years. Overall, 149 patients (82.3%) had sustained transfusion independence response. β-globin gene mutations and XmnI polymorphisms were not significantly associated with clinical response (P > 0.05). Mild and transient AEs were reported in 60 patients (33%) with no requirement to drug interruption. Hydroxyurea with the dose of 8-15 mg/kg can be used as a safe and effective treatment in NTDT patients. It was well tolerated in long term without any serious complication or secondary malignancy. No relationship between XmnI or β-globin gene mutations with HU response was observed in this geographic area of the world.
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6
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Karamperis K, Tsoumpeli MT, Kounelis F, Koromina M, Mitropoulou C, Moutinho C, Patrinos GP. Genome-based therapeutic interventions for β-type hemoglobinopathies. Hum Genomics 2021; 15:32. [PMID: 34090531 PMCID: PMC8178887 DOI: 10.1186/s40246-021-00329-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Accepted: 04/28/2021] [Indexed: 12/18/2022] Open
Abstract
For decades, various strategies have been proposed to solve the enigma of hemoglobinopathies, especially severe cases. However, most of them seem to be lagging in terms of effectiveness and safety. So far, the most prevalent and promising treatment options for patients with β-types hemoglobinopathies, among others, predominantly include drug treatment and gene therapy. Despite the significant improvements of such interventions to the patient's quality of life, a variable response has been demonstrated among different groups of patients and populations. This is essentially due to the complexity of the disease and other genetic factors. In recent years, a more in-depth understanding of the molecular basis of the β-type hemoglobinopathies has led to significant upgrades to the current technologies, as well as the addition of new ones attempting to elucidate these barriers. Therefore, the purpose of this article is to shed light on pharmacogenomics, gene addition, and genome editing technologies, and consequently, their potential use as direct and indirect genome-based interventions, in different strategies, referring to drug and gene therapy. Furthermore, all the latest progress, updates, and scientific achievements for patients with β-type hemoglobinopathies will be described in detail.
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Affiliation(s)
- Kariofyllis Karamperis
- Department of Pharmacy, School of Health Sciences, Laboratory of Pharmacogenomics and Individualized Therapy, University of Patras, Patras, Greece
- The Golden Helix Foundation, London, UK
| | - Maria T Tsoumpeli
- School of Veterinary Medicine and Science, University of Nottingham, Nottingham, UK
| | - Fotios Kounelis
- Department of Computing, Group of Large-Scale Data & Systems, Imperial College London, London, UK
| | - Maria Koromina
- Department of Pharmacy, School of Health Sciences, Laboratory of Pharmacogenomics and Individualized Therapy, University of Patras, Patras, Greece
| | | | - Catia Moutinho
- Garvan-Weizmann Centre for Cellular Genomics, Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia
| | - George P Patrinos
- Department of Pharmacy, School of Health Sciences, Laboratory of Pharmacogenomics and Individualized Therapy, University of Patras, Patras, Greece.
- College of Medicine and Health Sciences, Department of Pathology, United Arab Emirates University, Al-Ain, United Arab Emirates.
- Zayed Center of Health Sciences, United Arab Emirates University, Al-Ain, United Arab Emirates.
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7
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Zakaria NA, Islam MA, Abdullah WZ, Bahar R, Mohamed Yusoff AA, Abdul Wahab R, Shamsuddin S, Johan MF. Epigenetic Insights and Potential Modifiers as Therapeutic Targets in β-Thalassemia. Biomolecules 2021; 11:755. [PMID: 34070036 PMCID: PMC8158146 DOI: 10.3390/biom11050755] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 05/01/2021] [Accepted: 05/12/2021] [Indexed: 01/28/2023] Open
Abstract
Thalassemia, an inherited quantitative globin disorder, consists of two types, α- and β-thalassemia. β-thalassemia is a heterogeneous disease that can be asymptomatic, mild, or even severe. Considerable research has focused on investigating its underlying etiology. These studies found that DNA hypomethylation in the β-globin gene cluster is significantly related to fetal hemoglobin (HbF) elevation. Histone modification reactivates γ-globin gene expression in adults and increases β-globin expression. Down-regulation of γ-globin suppressor genes, i.e., BCL11A, KLF1, HBG-XMN1, HBS1L-MYB, and SOX6, elevates the HbF level. β-thalassemia severity is predictable through FLT1, ARG2, NOS2A, and MAP3K5 gene expression. NOS2A and MAP3K5 may predict the β-thalassemia patient's response to hydroxyurea, a HbF-inducing drug. The transcription factors NRF2 and BACH1 work with antioxidant enzymes, i.e., PRDX1, PRDX2, TRX1, and SOD1, to protect erythrocytes from oxidative damage, thus increasing their lifespan. A single β-thalassemia-causing mutation can result in different phenotypes, and these are predictable by IGSF4 and LARP2 methylation as well as long non-coding RNA expression levels. Finally, the coinheritance of β-thalassemia with α-thalassemia ameliorates the β-thalassemia clinical presentation. In conclusion, the management of β-thalassemia is currently limited to genetic and epigenetic approaches, and numerous factors should be further explored in the future.
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Affiliation(s)
- Nur Atikah Zakaria
- Department of Haematology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia; (N.A.Z.); (W.Z.A.); (R.B.)
| | - Md Asiful Islam
- Department of Haematology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia; (N.A.Z.); (W.Z.A.); (R.B.)
| | - Wan Zaidah Abdullah
- Department of Haematology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia; (N.A.Z.); (W.Z.A.); (R.B.)
| | - Rosnah Bahar
- Department of Haematology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia; (N.A.Z.); (W.Z.A.); (R.B.)
| | - Abdul Aziz Mohamed Yusoff
- Department of Neurosciences, School of Medical Sciences, University Sains Malaysia, Kubang Kerian 16150, Malaysia;
| | - Ridhwan Abdul Wahab
- Department of Biomedical Sciences, Kulliyyah of Allied Health Sciences, International Islamic University Malaysia, Kuantan 25200, Malaysia;
| | - Shaharum Shamsuddin
- School of Health Sciences, University Sains Malaysia, Kubang Kerian 16150, Malaysia;
- Institute for Research in Molecular Medicine (INFORMM), University Sains Malaysia, Kubang Kerian 16150, Malaysia
- USM-RIKEN Interdisciplinary Collaboration for Advanced Sciences (URICAS), Universiti Sains Malaysia, Penang 11800, Malaysia
| | - Muhammad Farid Johan
- Department of Haematology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia; (N.A.Z.); (W.Z.A.); (R.B.)
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8
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Genc A, Tastemir Korkmaz D, Bayram S, Rencuzogullari E. The Effect of Five Single Nucleotide Polymorphisms on Hb F Variation of β-Thalassemia Traits and Hematologically Normal Individuals in Southeast Turkey. Hemoglobin 2020; 44:231-239. [PMID: 32674697 DOI: 10.1080/03630269.2020.1787178] [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: 10/23/2022]
Abstract
β-Thalassemia (β-thal) is caused by deficiency of β-globin chain synthesis and leads to the accumulation of unstable globin chain production. This results in a higher Hb F level in order to neutralize the excess α chains. In addition, γ-globin gene expression, due to genetic factors after birth, leads to increased Hb F levels in adulthood [hereditary persistence of fetal hemoglobin (Hb) (HPFH)]. In this study, the relationship between β-thal trait and individuals with suspected HPFH and a control group was investigated in Adıyaman, Turkey. Single nucleotide polymorphism (SNP) analyses were performed in five different polymorphic regions using real-time polymerase chain reaction (qPCR) methods [rs4671393 (G>A), rs766432 (A>C), rs9402686 (G>A), rs28384513 (T>G), rs1609812 (A>G)]. No significant difference was found between the control and β-thal group in the codominant inheritance model in the rs1609812 (A>G) polymorphism region only, while all the other polymorphic regions were found to be statistically significant. It was found that different genotype models increased Hb F levels between 1.6- and 3.06-fold in four studied polymorphic regions [rs4671393 (G>A), rs766432 (A>C), rs9402686 (G>A), rs28384513 (T>G)]. All of the polymorphic regions increased the Hb F levels from 1.86- to 24.76-fold, except rs9402686 (G>A) and rs28384513 (T>G) over dominant and rs1609812 (A>G) codominant inheritance models. The AC and AA genotypes increased Hb F levels in the B-cell CLL/lymphoma 11 A haplotype studies. It was determined that both haplotypes 2 and 4 increased Hb F levels. As a result, SNPs strongly affect the Hb F levels in both healthy individuals and β-thal trait.
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Affiliation(s)
- Ahmet Genc
- Vocational School of Health Services, Adıyaman University, Adıyaman, Turkey
| | | | - Suleyman Bayram
- Department of Nursing, School of Health, Adıyaman University, Adıyaman, Turkey
| | - Eyyup Rencuzogullari
- Department of Biology, Faculty of Science and Letters, Adıyaman University, Adıyaman, Turkey
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9
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Stratopoulos A, Kolliopoulou A, Karamperis K, John A, Kydonopoulou K, Esftathiou G, Sgourou A, Kourakli A, Vlachaki E, Chalkia P, Theodoridou S, Papadakis MN, Gerou S, Symeonidis A, Katsila T, Ali BR, Papachatzopoulou A, Patrinos GP. Genomic variants in members of the Krüppel-like factor gene family are associated with disease severity and hydroxyurea treatment efficacy in β-hemoglobinopathies patients. Pharmacogenomics 2019; 20:791-801. [PMID: 31393228 DOI: 10.2217/pgs-2019-0063] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Aim: β-Type hemoglobinopathies are characterized by vast phenotypic diversity as far as disease severity is concerned, while differences have also been observed in hydroxyurea (HU) treatment efficacy. These differences are partly attributed to the residual expression of fetal hemoglobin (HbF) in adulthood. The Krüppel-like family of transcription factors (KLFs) are a set of zinc finger DNA-binding proteins which play a major role in HbF regulation. Here, we explored the possible association of variants in KLF gene family members with response to HU treatment efficacy and disease severity in β-hemoglobinopathies patients. Materials & methods: Six tag single nucleotide polymorphisms, located in four KLF genes, namely KLF3, KLF4, KLF9 and KLF10, were analyzed in 110 β-thalassemia major patients (TDT), 18 nontransfusion dependent β-thalassemia patients (NTDT), 82 sickle cell disease/β-thalassemia compound heterozygous patients and 85 healthy individuals as controls. Results: Our findings show that a KLF4 genomic variant (rs2236599) is associated with HU treatment efficacy in sickle cell disease/β-thalassemia compound heterozygous patients and two KLF10 genomic variants (rs980112, rs3191333) are associated with persistent HbF levels in NTDT patients. Conclusion: Our findings provide evidence that genomic variants located in KLF10 gene may be considered as potential prognostic biomarkers of β-thalassemia clinical severity and an additional variant in KLF4 gene as a pharmacogenomic biomarker, predicting response to HU treatment.
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Affiliation(s)
- Apostolos Stratopoulos
- University of Patras, School of Health Sciences, Department of Pharmacy, Laboratory of Pharmacogenomics & Individualized Therapy, Patras, Greece
| | - Alexandra Kolliopoulou
- University of Patras, School of Health Sciences, Department of Pharmacy, Laboratory of Pharmacogenomics & Individualized Therapy, Patras, Greece
| | - Kariofyllis Karamperis
- University of Patras, School of Health Sciences, Department of Pharmacy, Laboratory of Pharmacogenomics & Individualized Therapy, Patras, Greece
| | - Anne John
- United Arab Emirates University, College of Medicine & Health Sciences, Department of Pathology, Al-Ain, United Arab Emirates
| | | | | | - Argyro Sgourou
- School of Science & Technology, Biology Laboratory, Hellenic Open University, Patras, Greece
| | - Alexandra Kourakli
- Thalassemia & Hemoglobinopathies Unit, Hematology Division, Department of Internal Medicine, General University Hospital of Patras, Patras, Greece
| | - Efthimia Vlachaki
- Thalassemia Unit, "Hippocrateion" General Hospital of Thessaloniki, Thessaloniki, Greece
| | - Panagiota Chalkia
- Thalassemia & Sickle Cell Unit, AHEPA University General Hospital of Thessaloniki, Thessaloniki, Greece
| | - Stamatia Theodoridou
- Thalassemia Unit, "Hippocrateion" General Hospital of Thessaloniki, Thessaloniki, Greece
| | | | | | - Argiris Symeonidis
- Medical Faculty, Hematology Division, Department of Internal Medicine, University of Patras, Patras, Greece
| | - Theodora Katsila
- University of Patras, School of Health Sciences, Department of Pharmacy, Laboratory of Pharmacogenomics & Individualized Therapy, Patras, Greece
| | - Bassam R Ali
- United Arab Emirates University, College of Medicine & Health Sciences, Department of Pathology, Al-Ain, United Arab Emirates
| | | | - George P Patrinos
- University of Patras, School of Health Sciences, Department of Pharmacy, Laboratory of Pharmacogenomics & Individualized Therapy, Patras, Greece.,United Arab Emirates University, College of Medicine & Health Sciences, Department of Pathology, Al-Ain, United Arab Emirates.,United Arab Emirates University, Zayed Center of Health Sciences, Al-Ain, United Arab Emirates
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