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Ojewunmi OO, Adeyemo TA, Oyetunji AI, Inyang B, Akinrindoye A, Mkumbe BS, Gardner K, Rooks H, Brewin J, Patel H, Lee SH, Chung R, Rashkin S, Kang G, Chianumba R, Sangeda R, Mwita L, Isa H, Agumadu UN, Ekong R, Faruk JA, Jamoh BY, Adebiyi NM, Umar IA, Hassan A, Grace C, Goel A, Inusa BPD, Falchi M, Nkya S, Makani J, Ahmad HR, Nnodu O, Strouboulis J, Menzel S. The genetic dissection of fetal haemoglobin persistence in sickle cell disease in Nigeria. Hum Mol Genet 2024; 33:919-929. [PMID: 38339995 PMCID: PMC11070134 DOI: 10.1093/hmg/ddae014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Revised: 12/20/2023] [Accepted: 01/08/2024] [Indexed: 02/12/2024] Open
Abstract
The clinical severity of sickle cell disease (SCD) is strongly influenced by the level of fetal haemoglobin (HbF) persistent in each patient. Three major HbF loci (BCL11A, HBS1L-MYB, and Xmn1-HBG2) have been reported, but a considerable hidden heritability remains. We conducted a genome-wide association study for HbF levels in 1006 Nigerian patients with SCD (HbSS/HbSβ0), followed by a replication and meta-analysis exercise in four independent SCD cohorts (3,582 patients). To dissect association signals at the major loci, we performed stepwise conditional and haplotype association analyses and included public functional annotation datasets. Association signals were detected for BCL11A (lead SNP rs6706648, β = -0.39, P = 4.96 × 10-34) and HBS1L-MYB (lead SNP rs61028892, β = 0.73, P = 1.18 × 10-9), whereas the variant allele for Xmn1-HBG2 was found to be very rare. In addition, we detected three putative new trait-associated regions. Genetically, dissecting the two major loci BCL11A and HBS1L-MYB, we defined trait-increasing haplotypes (P < 0.0001) containing so far unidentified causal variants. At BCL11A, in addition to a haplotype harbouring the putative functional variant rs1427407-'T', we identified a second haplotype, tagged by the rs7565301-'A' allele, where a yet-to-be-discovered causal DNA variant may reside. Similarly, at HBS1L-MYB, one HbF-increasing haplotype contains the likely functional small indel rs66650371, and a second tagged by rs61028892-'C' is likely to harbour a presently unknown functional allele. Together, variants at BCL11A and HBS1L-MYB SNPs explained 24.1% of the trait variance. Our findings provide a path for further investigation of the causes of variable fetal haemoglobin persistence in sickle cell disease.
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Affiliation(s)
- Oyesola O Ojewunmi
- School of Cancer and Pharmaceutical Sciences, King’s College London, 123 Coldharbour Lane, London SE5 9NU, United Kingdom
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, United Kingdom
| | - Titilope A Adeyemo
- Department of Haematology and Blood Transfusion, College of Medicine, University of Lagos, P.M.B 12003, Lagos, Nigeria
| | - Ajoke I Oyetunji
- Sickle Cell Foundation Nigeria, Ishaga Road, Idi-Araba, P.O. Box 3463, Lagos, Nigeria
| | - Bassey Inyang
- Department of Medical Biochemistry, College of Health Sciences, University of Abuja, Mohammed Maccido Road, Airport Road, P.M.B 117, Abuja, Nigeria
| | - Afolashade Akinrindoye
- Sickle Cell Foundation Nigeria, Ishaga Road, Idi-Araba, P.O. Box 3463, Lagos, Nigeria
- School of Science, University of Greenwich, Central Avenue, Chatham Maritime, Kent ME4 4TB, United Kingdom
| | - Baraka S Mkumbe
- Department of Biochemistry and Molecular Biology, Muhimbili University of Health and Allied Sciences, P.O. Box 65001, United Nations Rd, Dar es Salaam, Tanzania
- Department of Artificial Intelligence and Innovative Medicine, Tohoku University Graduate School of Medicine, 980-8573, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, Japan
| | - Kate Gardner
- School of Cancer and Pharmaceutical Sciences, King’s College London, 123 Coldharbour Lane, London SE5 9NU, United Kingdom
- Clinical Haematology, Haematology and Oncology Directorate, Guy’s Hospital, Great Maze Pond, London SE1 9RT, United Kingdom
| | - Helen Rooks
- School of Cancer and Pharmaceutical Sciences, King’s College London, 123 Coldharbour Lane, London SE5 9NU, United Kingdom
| | - John Brewin
- School of Cancer and Pharmaceutical Sciences, King’s College London, 123 Coldharbour Lane, London SE5 9NU, United Kingdom
- Department of Haematological Medicine, King's College Hospital, London SE5 9RS, United Kingdom
| | - Hamel Patel
- NIHR BioResource Centre Maudsley, NIHR Maudsley Biomedical Research Centre (BRC) at South London and Maudsley NHS Foundation Trust (SLaM) and Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King’s College London, 16 De Crespigny Park, London SE5 8AB, United Kingdom
| | - Sang Hyuck Lee
- NIHR BioResource Centre Maudsley, NIHR Maudsley Biomedical Research Centre (BRC) at South London and Maudsley NHS Foundation Trust (SLaM) and Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King’s College London, 16 De Crespigny Park, London SE5 8AB, United Kingdom
| | - Raymond Chung
- NIHR BioResource Centre Maudsley, NIHR Maudsley Biomedical Research Centre (BRC) at South London and Maudsley NHS Foundation Trust (SLaM) and Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King’s College London, 16 De Crespigny Park, London SE5 8AB, United Kingdom
| | - Sara Rashkin
- St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, Tennessee 38105, United States
| | - Guolian Kang
- St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, Tennessee 38105, United States
| | - Reuben Chianumba
- Centre of Excellence for Sickle Cell Disease Research and Training (CESRTA), University of Abuja, Mohammed Maccido Road, Airport Road, P.M.B 117, Abuja, Nigeria
| | - Raphael Sangeda
- Department of Pharmaceutical Microbiology, Muhimbili University of Health and Allied Sciences, P.O. Box 65001, Dar es Salaam, Tanzania
| | - Liberata Mwita
- Department of Pharmaceutical Microbiology, Muhimbili University of Health and Allied Sciences, P.O. Box 65001, Dar es Salaam, Tanzania
| | - Hezekiah Isa
- Centre of Excellence for Sickle Cell Disease Research and Training (CESRTA), University of Abuja, Mohammed Maccido Road, Airport Road, P.M.B 117, Abuja, Nigeria
- Department of Haematology and Blood Transfusion, University of Abuja Teaching Hospital, Gwagwalada, P.M.B. 228, Gwagwalada, FCT Abuja, Nigeria
| | - Uche-Nnebe Agumadu
- Department of Paediatrics, College of Health Sciences, University of Abuja, Mohammed Maccido Road, Airport Road, P.M.B 117, Abuja, Nigeria
| | - Rosemary Ekong
- Research Department of Genetics, Evolution and Environment, University College London, Gower Street, London WC1E 6BT, United Kingdom
| | - Jamilu A Faruk
- Department of Paediatrics, Ahmadu Bello University/Ahmadu Bello University Teaching Hospital, P.M.B 006, Zaria, Nigeria
| | - Bello Y Jamoh
- Department of Internal Medicine, Ahmadu Bello University/Ahmadu Bello University Teaching Hospital, P.M.B 006, Zaria, Nigeria
| | - Niyi M Adebiyi
- Department of Paediatrics, Ahmadu Bello University/Ahmadu Bello University Teaching Hospital, P.M.B 006, Zaria, Nigeria
| | - Ismail A Umar
- Department of Biochemistry, Faculty of Life Sciences, Ahmadu Bello University, Sokoto Road, Samaru, P.M.B 006, Zaria, Nigeria
| | - Abdulaziz Hassan
- Department of Haematology and Blood Transfusion, Ahmadu Bello University, Sokoto Road, Samaru, P.M.B 006, Zaria, Nigeria
| | - Christopher Grace
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Centre for Human Genetics, Roosevelt Drive, Oxford OX37BN, United Kingdom
| | - Anuj Goel
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Centre for Human Genetics, Roosevelt Drive, Oxford OX37BN, United Kingdom
| | - Baba P D Inusa
- Evelina London Children’s Hospital, Guy’s and St. Thomas’ NHS Foundation Trust, Westminster Bridge Rd, London SE1 7EH, United Kingdom
| | - Mario Falchi
- Department of Twin Research and Genetic Epidemiology, King’s College London, St Thomas’ Hospital, Westminster Bridge Road, London SE1 7EH, United Kingdom
| | - Siana Nkya
- Department of Biochemistry and Molecular Biology, Muhimbili University of Health and Allied Sciences, P.O. Box 65001, United Nations Rd, Dar es Salaam, Tanzania
- Tanzania Human Genetics Organisation, Sickle Cell Centre, 1 Kipalapala Street, Dar es Salaam, Tanzania
- Sickle Cell Program, Muhimbili University of Health and Allied Sciences, P.O. Box 65001, United Nations Rd, Dar es Salaam, Tanzania
- Department of Haematology and Blood Transfusion, Muhimbili University of Health and Allied Science, P.O. Box 65001, Dar es Salaam, Tanzania
| | - Julie Makani
- Sickle Cell Program, Muhimbili University of Health and Allied Sciences, P.O. Box 65001, United Nations Rd, Dar es Salaam, Tanzania
- Department of Haematology and Blood Transfusion, Muhimbili University of Health and Allied Science, P.O. Box 65001, Dar es Salaam, Tanzania
- Centre for Haematology, Department of Immunology & Inflammation, Imperial College London, Commonwealth Building, Hammersmith Campus, Du Cane Rd, London W12 0NN, United Kingdom
| | - Hafsat R Ahmad
- Department of Paediatrics, Ahmadu Bello University/Ahmadu Bello University Teaching Hospital, P.M.B 006, Zaria, Nigeria
| | - Obiageli Nnodu
- Centre of Excellence for Sickle Cell Disease Research and Training (CESRTA), University of Abuja, Mohammed Maccido Road, Airport Road, P.M.B 117, Abuja, Nigeria
- Department of Haematology and Blood Transfusion, University of Abuja Teaching Hospital, Gwagwalada, P.M.B. 228, Gwagwalada, FCT Abuja, Nigeria
| | - John Strouboulis
- School of Cancer and Pharmaceutical Sciences, King’s College London, 123 Coldharbour Lane, London SE5 9NU, United Kingdom
| | - Stephan Menzel
- School of Cancer and Pharmaceutical Sciences, King’s College London, 123 Coldharbour Lane, London SE5 9NU, United Kingdom
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Mastoridis S, Patel V, Christakoudi S, Lozano JJ, Salehi S, Kurt A, Grossart C, Kodela E, Martinez-Llordella M, Sanchez-Fueyo A. Impact of liver failure on the circulating extracellular vesicle miRNA repertoire. Hepatol Res 2023; 53:771-785. [PMID: 37060575 DOI: 10.1111/hepr.13909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 03/19/2023] [Accepted: 04/05/2023] [Indexed: 04/16/2023]
Abstract
BACKGROUND & AIMS Cell-derived small extracellular vesicles (sEVs) participate in cell-cell communication via the transfer of molecular cargo including selectively enriched microRNAs (miRNAs). Utilizing advances in sEV isolation and characterization, this study investigates the impact of liver injury and dysfunction on the circulating EV-miRNA profile. METHODS High-throughput screening of 799 sEV-miRNAs isolated from plasma was performed in patients across a spectrum of liver disorders including compensated and decompensated chronic liver disease, acute-on-chronic liver failure (ACLF), and acute liver failure, in addition to healthy controls and those with severe sepsis. miRNA levels were compared with clinical and biochemical parameters, composite scores of liver disease, and patient outcomes. RESULTS miRNA screening revealed the degree of hepatic dysfunction to be the main determinant of changes in circulating sEV-miRNA profile, with liver-specific miRNA-122 being among the most highly dysregulated in severe injury. Principal components analyses of the 215 differentially expressed miRNAs showed differing profiles, particularly among those with acute liver injury and ACLF. A distinct profile of dysregulated miRNA, but not circulating cytokines, was shown to characterize ACLF, with four consensus miRNAs identified-miR-320e, miR-374-5p, miR-202-3p, and miR-1910-5p. High miR-320e was associated with poorer 90-day survival (p = 0.014) and regulated the functional gene targets IK, RPS5, MANBAL, and PEBP1. CONCLUSIONS This first comprehensive analysis to the best of our knowledge of patients with varying degrees and stages of liver failure demonstrates miRNA profiles specifically within the sEV compartment to be significantly altered in progressive liver disease and highlights the diagnostic and prognostic potential of sEV-miRNA in ACLF while also establishing downstream gene targets.
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Affiliation(s)
- Sotiris Mastoridis
- Institute of Liver Studies, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Vishal Patel
- Institute of Liver Studies, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, UK
- The Roger Williams Institute of Hepatology (Foundation for Liver Research), London, UK
| | - Sofia Christakoudi
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
- Department of Inflammation Biology, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Juan Jose Lozano
- Bioinformatic Platform, Biomedical Research Centre in Hepatic and Digestive Diseases, Instituto de Salud Carlos III, Madrid, Spain
| | - Siamak Salehi
- Institute of Liver Studies, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Ada Kurt
- Institute of Liver Studies, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Cathleen Grossart
- Institute of Liver Studies, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Elisavet Kodela
- Institute of Liver Studies, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, UK
| | - Marc Martinez-Llordella
- Institute of Liver Studies, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Alberto Sanchez-Fueyo
- Institute of Liver Studies, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, UK
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