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Kirkham JK, Estepp JH, Weiss MJ, Rashkin SR. Genetic Variation and Sickle Cell Disease Severity: A Systematic Review and Meta-Analysis. JAMA Netw Open 2023; 6:e2337484. [PMID: 37851445 PMCID: PMC10585422 DOI: 10.1001/jamanetworkopen.2023.37484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 08/30/2023] [Indexed: 10/19/2023] Open
Abstract
Importance Sickle cell disease (SCD) is a monogenic disorder, yet clinical outcomes are influenced by additional genetic factors. Despite decades of research, the genetics of SCD remain poorly understood. Objective To assess all reported genetic modifiers of SCD, evaluate the design of associated studies, and provide guidelines for future analyses according to modern genetic study recommendations. Data Sources PubMed, Web of Science, and Scopus were searched through May 16, 2023, identifying 5290 publications. Study Selection At least 2 reviewers identified 571 original, peer-reviewed English-language publications reporting genetic modifiers of human SCD phenotypes, wherein the outcome was not treatment response, and the comparison was not between SCD subtypes or including healthy controls. Data Extraction and Synthesis Data relevant to all genetic modifiers of SCD were extracted, evaluated, and presented following STREGA and PRISMA guidelines. Weighted z score meta-analyses and pathway analyses were conducted. Main Outcomes and Measures Outcomes were aggregated into 25 categories, grouped as acute complications, chronic conditions, hematologic parameters or biomarkers, and general or mixed measures of SCD severity. Results The 571 included studies reported on 29 670 unique individuals (50% ≤ 18 years of age) from 43 countries. Of the 17 757 extracted results (4890 significant) in 1552 genes, 3675 results met the study criteria for meta-analysis: reported phenotype and genotype, association size and direction, variability measure, sample size, and statistical test. Only 173 results for 62 associations could be cross-study combined. The remaining associations could not be aggregated because they were only reported once or methods (eg, study design, reporting practice) and genotype or phenotype definitions were insufficiently harmonized. Gene variants regulating fetal hemoglobin and α-thalassemia (important markers for SCD severity) were frequently identified: 19 single-nucleotide variants in BCL11A, HBS1L-MYB, and HBG2 were significantly associated with fetal hemoglobin (absolute value of Z = 4.00 to 20.66; P = 8.63 × 10-95 to 6.19 × 10-5), and α-thalassemia deletions were significantly associated with increased hemoglobin level and reduced risk of albuminuria, abnormal transcranial Doppler velocity, and stroke (absolute value of Z = 3.43 to 5.16; P = 2.42 × 10-7 to 6.00 × 10-4). However, other associations remain unconfirmed. Pathway analyses of significant genes highlighted the importance of cellular adhesion, inflammation, oxidative and toxic stress, and blood vessel regulation in SCD (23 of the top 25 Gene Ontology pathways involve these processes) and suggested future research areas. Conclusions and Relevance The findings of this comprehensive systematic review and meta-analysis of all published genetic modifiers of SCD indicated that implementation of standardized phenotypes, statistical methods, and reporting practices should accelerate discovery and validation of genetic modifiers and development of clinically actionable genetic profiles.
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Affiliation(s)
- Justin K. Kirkham
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Jeremie H. Estepp
- Department of Hematology, St Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Global Pediatric Medicine, St Jude Children’s Research Hospital, Memphis, Tennessee
- Now with Agios Pharmaceuticals, Cambridge, Massachusetts
| | - Mitch J. Weiss
- Department of Hematology, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Sara R. Rashkin
- Department of Hematology, St Jude Children’s Research Hospital, Memphis, Tennessee
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Genetic Modifiers of Sickle Cell Disease. Hematol Oncol Clin North Am 2022; 36:1097-1124. [DOI: 10.1016/j.hoc.2022.06.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Valente de Souza L, Hoffmann A, Weiss G. Impact of bacterial infections on erythropoiesis. Expert Rev Anti Infect Ther 2020; 19:619-633. [PMID: 33092423 DOI: 10.1080/14787210.2021.1841636] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
INTRODUCTION The importance of iron is highlighted by the many complex metabolic pathways in which it is involved. A sufficient supply is essential for the effective production of 200 billion erythrocytes daily, a process called erythropoiesis. AREAS COVERED During infection, the human body can withhold iron from pathogens, mechanism termed nutritional immunity. The subsequent disturbances in iron homeostasis not only impact on immune function and infection control, but also negatively affect erythropoiesis. The complex interplay between iron, immunity, erythropoiesis and infection control on the molecular and clinical level are highlighted in this review. Diagnostic algorithms for correct interpretation and diagnosis of the iron status in the setting of infection are presented. Therapeutic concepts are discussed regarding effects on anemia correction, but also toward their role on the course of infection. EXPERT OPINION In the setting of infection, anemia is often neglected and its impact on the course of diseases is incompletely understood. Clinical expertise can be improved in correct diagnosing of anemia and disturbances of iron homeostasis. Systemic studies are needed to evaluate the impact of specific therapeutic interventions on anemia correction on the course of infection, but also on patients' cardiovascular performance and quality of life.
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Affiliation(s)
- Lara Valente de Souza
- Department of Internal Medicine II, Infectious Diseases, Immunology, Rheumatology, Medical University ofI nnsbruck, Innsbruck, Austria.,Christian Doppler Laboratory for Iron Metabolism and Anemia Research, Medical University of Innsbruck, Innsbruck, Austria
| | - Alexander Hoffmann
- Department of Internal Medicine II, Infectious Diseases, Immunology, Rheumatology, Medical University ofI nnsbruck, Innsbruck, Austria.,Christian Doppler Laboratory for Iron Metabolism and Anemia Research, Medical University of Innsbruck, Innsbruck, Austria
| | - Günter Weiss
- Department of Internal Medicine II, Infectious Diseases, Immunology, Rheumatology, Medical University ofI nnsbruck, Innsbruck, Austria.,Christian Doppler Laboratory for Iron Metabolism and Anemia Research, Medical University of Innsbruck, Innsbruck, Austria
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Tozatto-Maio K, Girot R, Ly ID, Silva Pinto AC, Rocha V, Fernandes F, Diagne I, Benzerara Y, Dinardo CL, Soler JP, Kashima S, Araujo IL, Kenzey C, Fonseca GHH, Rodrigues ES, Volt F, Jarduli L, Ruggeri A, Mariaselvam C, Gualandro SFM, Rafii H, Cappelli B, Nogueira FM, Scigliuolo GM, Guerino-Cunha RL, Malmegrim KCR, Simões BP, Gluckman E, Tamouza R. Polymorphisms in Inflammatory Genes Modulate Clinical Complications in Patients With Sickle Cell Disease. Front Immunol 2020; 11:2041. [PMID: 33013863 PMCID: PMC7510050 DOI: 10.3389/fimmu.2020.02041] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Accepted: 07/27/2020] [Indexed: 01/27/2023] Open
Abstract
Sickle cell disease (SCD), the most common monogenic disease worldwide, is marked by a phenotypic variability that is, to date, only partially understood. Because inflammation plays a major role in SCD pathophysiology, we hypothesized that single nucleotide polymorphisms (SNP) in genes encoding functionally important inflammatory proteins might modulate the occurrence of SCD complications. We assessed the association between 20 SNPs in genes encoding Toll-like receptors (TLR), NK cell receptors (NKG), histocompatibility leukocyte antigens (HLA), major histocompatibility complex class I polypeptide-related sequence A (MICA) and cytotoxic T-lymphocyte-associated antigen 4 (CTLA-4), and the occurrence of six SCD clinical complications (stroke, acute chest syndrome (ACS), leg ulcers, cholelithiasis, osteonecrosis, or retinopathy). This study was performed in a cohort of 500 patients. We found that the TLR2 rs4696480 TA, TLR2 rs3804099 CC, and HLA-G, rs9380142 AA genotypes were more frequent in patients who had fewer complications. Also, in logistic regression, the HLA-G rs9380142 G allele increased the risk of cholelithiasis (AG vs. AA, OR 1.57, 95%CI 1.16-2.15; GG vs. AA, OR 2.47, 95%CI 1.34-4.64; P = 0.02). For SNPs located in the NKG2D loci, in logistic regression, the A allele in three SNPs was associated with a lower frequency of retinopathy, namely, rs2246809 (AA vs. GG: OR 0.22, 95%CI 0.09-0.50; AG vs. GG: OR 0.47, 95%CI 0.31-0.71; P = 0.004, for patients of same origin), rs2617160 (AT vs. TT: OR 0.67, 95%CI 0.48-0.92; AA vs. TT: OR 0.45, 95%CI 0.23-0.84; P = 0.04), and rs2617169 (AA vs. TT: OR 0.33, 95%CI 0.13-0.82; AT vs. TT: OR 0.58, 95%CI 0.36-0.91, P = 0.049, in patients of same SCD genotype). These results, by uncovering susceptibility to, or protection against SCD complications, might contribute to a better understanding of the inflammatory pathways involved in SCD manifestations and to pave the way for the discovery of biomarkers that predict disease severity, which would improve SCD management.
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Affiliation(s)
- Karina Tozatto-Maio
- Eurocord, Université de Paris, IRSL, Hopital Saint Louis, Paris, France.,Monacord, International Observatory on Sickle Cell Disease, Centre Scientifique de Monaco, Monaco, Monaco.,Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil.,Disciplina de Hematologia e Hemoterapia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | | | - Indou Deme Ly
- National Children Hospital Center Albert Royer, Cheikh Anta Diop University, Dakar, Senegal
| | - Ana Cristina Silva Pinto
- Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil.,Center for Cell-based Therapy, Regional Blood Center of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Vanderson Rocha
- Disciplina de Hematologia e Hemoterapia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Francisco Fernandes
- Instituto de Matematica e Estatistica da Universidade de São Paulo, São Paulo, Brazil
| | - Ibrahima Diagne
- National Children Hospital Center Albert Royer, Cheikh Anta Diop University, Dakar, Senegal
| | - Yahia Benzerara
- Département de Bactériologie, Hôpital Saint-Antoine, Hôpitaux de l'Est parisien, Paris, France
| | - Carla L Dinardo
- Disciplina de Hematologia e Hemoterapia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Julia Pavan Soler
- Instituto de Matematica e Estatistica da Universidade de São Paulo, São Paulo, Brazil
| | - Simone Kashima
- Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil.,Center for Cell-based Therapy, Regional Blood Center of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | | | - Chantal Kenzey
- Eurocord, Université de Paris, IRSL, Hopital Saint Louis, Paris, France.,Monacord, International Observatory on Sickle Cell Disease, Centre Scientifique de Monaco, Monaco, Monaco
| | - Guilherme H H Fonseca
- Disciplina de Hematologia e Hemoterapia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Evandra S Rodrigues
- Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil.,Center for Cell-based Therapy, Regional Blood Center of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Fernanda Volt
- Eurocord, Université de Paris, IRSL, Hopital Saint Louis, Paris, France.,Monacord, International Observatory on Sickle Cell Disease, Centre Scientifique de Monaco, Monaco, Monaco
| | - Luciana Jarduli
- Center for Cell-based Therapy, Regional Blood Center of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil.,School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Annalisa Ruggeri
- Eurocord, Université de Paris, IRSL, Hopital Saint Louis, Paris, France.,Haematology and Bone Marrow Transplant Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Cellular Therapy and Immunobiology Working Party, The European Society for Blood and Marrow Transplantation, Paris, France
| | | | - Sandra F M Gualandro
- Disciplina de Hematologia e Hemoterapia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Hanadi Rafii
- Eurocord, Université de Paris, IRSL, Hopital Saint Louis, Paris, France.,Monacord, International Observatory on Sickle Cell Disease, Centre Scientifique de Monaco, Monaco, Monaco
| | - Barbara Cappelli
- Eurocord, Université de Paris, IRSL, Hopital Saint Louis, Paris, France.,Monacord, International Observatory on Sickle Cell Disease, Centre Scientifique de Monaco, Monaco, Monaco
| | - Felipe Melo Nogueira
- Disciplina de Hematologia e Hemoterapia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Graziana Maria Scigliuolo
- Eurocord, Université de Paris, IRSL, Hopital Saint Louis, Paris, France.,Monacord, International Observatory on Sickle Cell Disease, Centre Scientifique de Monaco, Monaco, Monaco
| | - Renato Luiz Guerino-Cunha
- Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil.,Center for Cell-based Therapy, Regional Blood Center of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | | | - Belinda P Simões
- Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Eliane Gluckman
- Eurocord, Université de Paris, IRSL, Hopital Saint Louis, Paris, France.,Monacord, International Observatory on Sickle Cell Disease, Centre Scientifique de Monaco, Monaco, Monaco
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Tozatto-Maio K, Girot R, Ly ID, Rocha V, Silva Pinto AC, Diagne I, Benzerara Y, Dinardo CL, Kashima S, Leston-Araujo I, Kenzey C, Fonseca GHH, Rodrigues ES, Volt F, Jarduli LR, Ruggeri A, Mariaselvam CM, Gualandro SFM, Elayoubi H, Cunha R, Cappelli B, Malmegrim KCR, Simões BP, Gluckman E, Tamouza R. A Toll-like receptor 2 genetic variant modulates occurrence of bacterial infections in patients with sickle cell disease. Br J Haematol 2019; 185:918-924. [PMID: 30908604 DOI: 10.1111/bjh.15875] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Accepted: 01/28/2019] [Indexed: 12/11/2022]
Abstract
Despite adequate immunization and penicillin prophylaxis, bacterial infections remain a leading cause of morbidity and mortality in patients with sickle cell disease (SCD). Besides hyposplenism, inflammatory and genetic factors might modulate their susceptibility to bacterial infections. We performed a candidate gene association of single nucleotide polymorphisms (SNPs) located in Toll-like receptor (TLR) genes, encoding prominent molecules for innate immune responses, with the occurrence of bacterial infections in patients with SCD. A cohort followed in centres in Brazil, France and Senegal (n = 430) was divided in two groups: patients who presented at least one episode of bacterial infection (n = 235) and patients who never had bacterial infections (n = 195). There were no differences in gender or age distribution among the groups. The frequency of the TLR2 rs4696480 TA genotype was significantly lower in the infected group (50% vs. 67%, odds ratio [OR] = 0·50, 95% confidence interval [CI] 0·34-0·75, P < 0·001), and the TT genotype was significantly higher in the infected group (15% vs. 5%, OR = 3·18, 95% CI 1·53-6·61, P < 0·001). Previous reports demonstrated higher secretion of inflammatory factors in cells from AA individuals, lower occurrence and severity of immune diseases in T carriers. The rs4696480 TA genotype might stand between deleterious effects of over inflammatory response (AA genotype) and inefficient responses (TT genotype) to infectious agents in SCD settings.
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Affiliation(s)
- Karina Tozatto-Maio
- Monacord, Centre Scientifique de Monaco, Monaco, Monaco.,Eurocord, Hôpital Saint Louis, Institut Universitaire d'Hématologie, Université Paris Diderot, Sorbonne Paris Cité, Paris, France.,Centre for Cell-Based Therapy, Blood Centre of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil.,Department of Haematology, Clinics Hospital, University of São Paulo Medical School, São Paulo, Brazil
| | - Robert Girot
- Hôpital Tenon, Hôpitaux Universitaires Est Parisien, Paris, France
| | - Indou D Ly
- Pediatrics Unit, Cheikh Anta Diop University, Centre Hospitalier National d'Enfants Albert Royer, Dakar, Senegal
| | - Vanderson Rocha
- Monacord, Centre Scientifique de Monaco, Monaco, Monaco.,Eurocord, Hôpital Saint Louis, Institut Universitaire d'Hématologie, Université Paris Diderot, Sorbonne Paris Cité, Paris, France.,Department of Haematology, Clinics Hospital, University of São Paulo Medical School, São Paulo, Brazil.,Department of Haematology, Churchill Hospital, University of Oxford, Oxford, UK
| | - Ana C Silva Pinto
- Centre for Cell-Based Therapy, Blood Centre of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | | | - Yahia Benzerara
- Département de Bactériologie, Hôpitaux Universitaires Est Parisien, Paris, France
| | - Carla L Dinardo
- Department of Haematology, Clinics Hospital, University of São Paulo Medical School, São Paulo, Brazil
| | - Simone Kashima
- Centre for Cell-Based Therapy, Blood Centre of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Itauá Leston-Araujo
- INSERM 1160, Alloimmunity-Autoimmunity-Transplantation, Institut Universitaire d'Hématologie, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Chantal Kenzey
- Monacord, Centre Scientifique de Monaco, Monaco, Monaco.,Eurocord, Hôpital Saint Louis, Institut Universitaire d'Hématologie, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Guilherme H H Fonseca
- Department of Haematology, Clinics Hospital, University of São Paulo Medical School, São Paulo, Brazil
| | - Evandra S Rodrigues
- Centre for Cell-Based Therapy, Blood Centre of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Fernanda Volt
- Monacord, Centre Scientifique de Monaco, Monaco, Monaco.,Eurocord, Hôpital Saint Louis, Institut Universitaire d'Hématologie, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Luciana R Jarduli
- School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Annalisa Ruggeri
- Monacord, Centre Scientifique de Monaco, Monaco, Monaco.,Eurocord, Hôpital Saint Louis, Institut Universitaire d'Hématologie, Université Paris Diderot, Sorbonne Paris Cité, Paris, France.,Cellular Therapy & Immunobiology Working Party of EBMT, Rome, Italy.,Ospedale Pediatrico Bambino Gesù, Rome, Italy
| | | | - Sandra F M Gualandro
- Department of Haematology, Clinics Hospital, University of São Paulo Medical School, São Paulo, Brazil
| | - Hanadi Elayoubi
- Monacord, Centre Scientifique de Monaco, Monaco, Monaco.,Eurocord, Hôpital Saint Louis, Institut Universitaire d'Hématologie, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Renato Cunha
- Centre for Cell-Based Therapy, Blood Centre of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Barbara Cappelli
- Monacord, Centre Scientifique de Monaco, Monaco, Monaco.,Eurocord, Hôpital Saint Louis, Institut Universitaire d'Hématologie, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Kelen C R Malmegrim
- Centre for Cell-Based Therapy, Blood Centre of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil.,Department of Clinical Analysis, Toxicology and Food Science, School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Belinda P Simões
- Centre for Cell-Based Therapy, Blood Centre of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Eliane Gluckman
- Monacord, Centre Scientifique de Monaco, Monaco, Monaco.,Eurocord, Hôpital Saint Louis, Institut Universitaire d'Hématologie, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Ryad Tamouza
- INSERM U955, Centre Hospitalier Universitaire Henri Mondor, Créteil, France
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