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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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Kumkhaek C, Kim C, Kurban G, Zhu J, Aerbajinai W, Taylor JG, Rodgers GP. Single nucleotide polymorphisms in SAR1A coding regions in sickle cell disease and their potential miRNA binding sites. EJHAEM 2022; 3:1438-1441. [PMID: 36467826 PMCID: PMC9713051 DOI: 10.1002/jha2.542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 07/18/2022] [Accepted: 07/23/2022] [Indexed: 06/17/2023]
Affiliation(s)
- Chutima Kumkhaek
- Molecular and Clinical Hematology BranchNational Heart, Lung and Blood InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - Christine Kim
- Molecular and Clinical Hematology BranchNational Heart, Lung and Blood InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - Gulriz Kurban
- Center for Sickle Cell DiseaseHoward UniversityWashingtonDistrict of ColumbiaUSA
| | - Jianqiong Zhu
- Molecular and Clinical Hematology BranchNational Heart, Lung and Blood InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - Wulin Aerbajinai
- Molecular and Clinical Hematology BranchNational Heart, Lung and Blood InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - James G. Taylor
- Center for Sickle Cell DiseaseHoward UniversityWashingtonDistrict of ColumbiaUSA
- Department of MedicineHoward UniversityWashingtonDistrict of ColumbiaUSA
| | - Griffin P. Rodgers
- Molecular and Clinical Hematology BranchNational Heart, Lung and Blood InstituteNational Institutes of HealthBethesdaMarylandUSA
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Mukherjee M, Rahaman M, Ray SK, Shukla PC, Dolai TK, Chakravorty N. Revisiting fetal hemoglobin inducers in beta-hemoglobinopathies: a review of natural products, conventional and combinatorial therapies. Mol Biol Rep 2021; 49:2359-2373. [PMID: 34822068 DOI: 10.1007/s11033-021-06977-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 11/17/2021] [Indexed: 12/17/2022]
Abstract
Beta-hemoglobinopathies exhibit a heterogeneous clinical picture with varying degrees of clinical severity. Pertaining to the limited treatment options available, where blood transfusion still remains the commonest mode of treatment, pharmacological induction of fetal hemoglobin (HbF) has been a lucrative therapeutic intervention. Till now more than 70 different HbF inducers have been identified. The practical usage of many pharmacological drugs has been limited due to safety concerns. Natural compounds, like Resveratrol, Ripamycin and Bergaptene, with limited cytotoxicity and high efficacy have started capturing the attention of researchers. In this review, we have summarized pharmacological drugs and bioactive compounds isolated from natural sources that have been shown to increase HbF significantly. It primarily discusses recently identified synthetic and natural compounds, their mechanism of action, and their suitable screening platforms, including high throughput drug screening technology and biosensors. It also delves into the topic of combinatorial therapy and drug repurposing for HbF induction. Overall, we aim to provide insights into where we stand in HbF induction strategies for treating β-hemoglobinopathies.
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Affiliation(s)
- Mandrita Mukherjee
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, Paschim Medinipur, Kharagpur, West Bengal, 721302, India
| | - Motiur Rahaman
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, Paschim Medinipur, Kharagpur, West Bengal, 721302, India
| | - Suman Kumar Ray
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, Paschim Medinipur, Kharagpur, West Bengal, 721302, India
| | - Praphulla Chandra Shukla
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, Paschim Medinipur, Kharagpur, West Bengal, 721302, India
| | - Tuphan Kanti Dolai
- Department of Hematology, Nil Ratan Sircar Medical College and Hospital, Kolkata, West Bengal, 700014, India
| | - Nishant Chakravorty
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, Paschim Medinipur, Kharagpur, West Bengal, 721302, India.
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Abstract
β-thalassemia is a lethal inherited disease resulting from β-globin gene mutations. Severe β-thalassemia requires regular blood transfusions. Other active interventions, including iron chelating, stem cell transplantation and gene therapy, have remarkably improved the quality of life and prolonged the survival of patients with transfusion-dependent β-thalassemia, but all with significant limitations and complications. MicroRNAs (miRNAs), encoded by a class of endogenous genes, are found to play important roles in regulating globin expression. Among the miRNAs of particular interest related to β-thalassemia, miR-15a/16-1, miR-486-3p, miR-26b, miR-199b-5p, miR-210, miR-34a, miR-138, miR-326, let-7, and miR-17/92 cluster elevate γ-globin expression, while miR-96, miR-146a, miR-223-3p, and miR-144 inhibit γ-globin expression. A couple of miRNAs, miR-144 and miR-150, repress α-globin expression, whereas miR-451 induces α-, β- and γ-globin expression. Single nucleotide polymorphism in miRNA genes or their targeted genes might also contribute to the abnormal expression of hemoglobin. Moreover, changes in the expression of miR-125b, miR-210, miR-451, and miR-609 reflect the severity of anemia and hemolysis in β-thalassemia patients. These results suggest that miRNAs are potential biomarkers for the diagnosis and prognosis of β-thalassemia, and miRNA-based therapeutic strategy might be used as a coordinated approach for effectively treating β-thalassemia.
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Das SS, Das S, Byram PK, Rahaman M, Dolai TK, Chatterjee A, Chakravorty N. MicroRNA expression patterns in HbE/β-thalassemia patients: The passwords to unlock fetal hemoglobin expression in β-hemoglobinopathies. Blood Cells Mol Dis 2020; 87:102523. [PMID: 33242839 DOI: 10.1016/j.bcmd.2020.102523] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 11/10/2020] [Accepted: 11/10/2020] [Indexed: 11/29/2022]
Abstract
Hemoglobin E (HbE)/β-thalassemia is a form of β-hemoglobinopathy that is well-known for its clinical heterogeneity. Individuals suffering from this condition are often found to exhibit increased fetal hemoglobin (HbF) levels - a factor that may contribute to their reduced blood transfusion requirements. This study hypothesized that the high HbF levels in HbE/β-thalassemia individuals may be guided by microRNAs and explored their involvement in the disease pathophysiology. The miRNA expression profile of hematopoietic progenitor cells in HbE/β-thalassemia patients was investigated and compared with that of healthy controls. Using miRNA PCR array experiments, eight miRNAs (hsa-miR-146a-5p, hsa-miR-146b-5p, hsa-miR-148b-3p, hsa-miR-155-5p, hsa-miR-192-5p, hsa-miR-335-5p, hsa-miR-7-5p, hsa-miR-98-5p) were identified to be significantly up-regulated whereas four miRNAs (hsa-let-7a-5p, hsa-miR-320a, hsa-let-7b-5p, hsa-miR-92a-3p) were significantly down-regulated. Target analysis found them to be associated with several biological processes and molecular functions including MAPK and HIF-1 signaling pathways - the pathways known to be associated with HbF upregulation. Results of dysregulated miRNAs further indicated that miR-17/92 cluster might be of critical importance in HbF regulation. The findings of our study thus identify key miRNAs that can be extrinsically manipulated to elevate HbF levels in β-hemoglobinopathies.
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Affiliation(s)
- Sankha Subhra Das
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, West Bengal 721302, India
| | - Subhayan Das
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, West Bengal 721302, India
| | - Prasanna Kumar Byram
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, West Bengal 721302, India
| | - Motiur Rahaman
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, West Bengal 721302, India
| | - Tuphan Kanti Dolai
- Haematology Department, Nilratan Sircar Medical College and Hospital, Kolkata, West Bengal 700014, India
| | - Anish Chatterjee
- Department of Pediatric Medicine, Rampurhat Government Medical College and Hospital, Rampurhat, Birbhum, West Bengal 731224, India
| | - Nishant Chakravorty
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, West Bengal 721302, India.
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Bhattacharya S, Sah PP, Banerjee A, Ray S. Exploring Single Nucleotide Polymorphisms in ITGAV for Gastric, Pancreatic and Liver Malignancies: An Approach Towards the Discovery of Biomarker. Comb Chem High Throughput Screen 2020; 24:860-873. [PMID: 32819225 DOI: 10.2174/1386207323999200818164104] [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: 04/22/2020] [Revised: 06/17/2020] [Accepted: 07/22/2020] [Indexed: 11/22/2022]
Abstract
BACKGROUND Integrin αV, encoded by ITGAV gene, is one of the most studied protein subunits, closely associated with liver, pancreatic and stomach cancer progression and metastasis via regulation of angiogenesis. The occurrence of Single Nucleotide Polymorphisms (SNPs) in cancer- associated proteins is a key determinant for varied susceptibility of an individual towards cancer. METHODOLOGY The study investigated the deleterious effects of these cancer-associated SNPs on the protein's structure, stability and cancer causing potential using an in silico approach. Numerous computational tools were employed that identified the most deleterious cancer-associated SNPs and those to get actively involved in post-translational modifications. The impact of these SNPs on the protein structure, function and stability was also examined. Conclusion and Future Scope: A total 63 non-synonymous SNPs in ITGAV gene were observed to be associated in these three gastrointestinal cancers and among this, 63, 19 were the most deleterious ones. The structural and functional importance of residues altered by most damaging SNPs was analyzed through evolutionary conservation and solvent accessibility. The study also elucidated three-dimensional structures of the 19 most damaging mutants. The analysis of conformational variation identified 5 SNPs (D379Y, G188E, G513V, L950P, and R540L) in integrin αV, which influence the protein's structure. Three calcium binding sites were predicted at residues: D379, G384 and G408 and a peptide binding site at residue: R369 in integrin αV. Therefore, SNPs D379Y, G384C, G408R and R369W have the potential to alter the binding properties of the protein. Screening and characterization of deleterious SNPs could advance novel biomarker discovery and therapeutic development in the future.
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Affiliation(s)
| | | | - Arundhati Banerjee
- Department of Biochemistry and Biophysics, University of Kalyani, Kalyani, Nadia, India
| | - Sujay Ray
- Amity Institute of Biotechnology, Amity University, Kolkata, India
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Das SS, Sinha R, Chakravorty N. Integrative microRNA and gene expression analysis identifies new drug repurposing candidates for fetal hemoglobin induction in β-hemoglobinopathies. Gene 2019; 706:77-83. [PMID: 31048070 DOI: 10.1016/j.gene.2019.04.077] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 04/18/2019] [Accepted: 04/27/2019] [Indexed: 12/13/2022]
Abstract
Therapeutic induction of fetal hemoglobin (HbF) is one of the most promising approaches to ameliorate the severity of hemoglobinopathies like β-thalassemia and sickle cell anemia. Although several pharmacological agents have been investigated for HbF induction in adults, the majority of these are associated with significant side-effects. While drug repurposing is known to open new doors for the use of approved drugs in unexplored clinical conditions, the primary challenge lies in identifying such candidates. In this study, we aimed to identify repurposing candidates for HbF induction using a novel in silico approach utilizing microRNA-pathway-drug relationships. A computational drug repurposing strategy identified several unique candidates for HbF induction; among which Curcumin, Ginsenoside, Valproate, and Vorinostat were found to be most suitable for future trials. This study identified new drug repurposing candidates for HbF induction and demonstrates an easily adaptable methodology that can be used for other pathophysiological conditions.
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Affiliation(s)
- Sankha Subhra Das
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, West Bengal 721302, India.
| | - Rashmi Sinha
- B. C. Roy Technology Hospital, Indian Institute of Technology Kharagpur, West Bengal 721302, India; Plant Hospital, Bharatiya Reserve Bank Note Mudran Private Limited (BRBNMPL), Salboni, West Bengal 721132, India
| | - Nishant Chakravorty
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, West Bengal 721302, India.
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Das SS, Chakravorty N. Identification of deleterious SNPs and their effects on BCL11A, the master regulator of fetal hemoglobin expression. Genomics 2019; 112:397-403. [PMID: 30853596 DOI: 10.1016/j.ygeno.2019.03.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 01/14/2019] [Accepted: 03/04/2019] [Indexed: 12/18/2022]
Abstract
The B-cell lymphoma/leukemia 11A protein (encoded by BCL11A gene) is a key regulator of fetal-to-adult hemoglobin switching as seen in post-natal life. Although genetic polymorphisms like SNPs in BCL11A gene are expected to affect fetal hemoglobin (HbF) expression levels, yet their implications are poorly studied. This study utilizes a computational approach to identify the deleterious SNPs which may affect the structure and function of BCL11A protein. The study also generated a 3D structure of native and mutants. The analysis identified two SNPs in BCL11A as highly deleterious: N391K and C414S which are expected to affect structure and stability of the protein. According to conservation analysis, both residues N391 and C414 were identified as highly conserved. Additionally, post-translational modification sites were predicted at both sites. Ligand binding sites were also predicted in N391 and C414. Therefore, N391K and C414S in BCL11A can considered as important candidates to mediate HbF variation.
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Affiliation(s)
- Sankha Subhra Das
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India
| | - Nishant Chakravorty
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India.
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