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Adjemout M, Gallardo F, Torres M, Thiam A, Mbengue B, Dieye A, Marquet S, Rihet P. From Genome-wide Association Studies to Functional Variants: ARL14 Cis-regulatory Variants Are Associated With Severe Malaria. J Infect Dis 2024; 230:e743-e752. [PMID: 38531688 PMCID: PMC11420786 DOI: 10.1093/infdis/jiae159] [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: 12/28/2023] [Revised: 03/05/2024] [Accepted: 03/25/2024] [Indexed: 03/28/2024] Open
Abstract
BACKGROUND Genome-wide association studies have identified several nonfunctional tag single-nucleotide polymorphisms (SNPs) associated with severe malaria. We hypothesized that causal SNPs could play a significant role in severe malaria by altering promoter or enhancer activity. Here, we sought to identify such regulatory SNPs. METHODS SNPs in linkage disequilibrium with tagSNPs associated with severe malaria were identified and were further annotated using FUMA. Then, SNPs were prioritized using the integrative weighted scoring method to identify regulatory ones. Gene reporter assays were performed to assess the regulatory effect of a region containing candidates. The association between SNPs and severe malaria was assessed using logistic regression models in a Senegalese cohort. RESULTS Among 418 SNPs, the best candidates were rs116525449 and rs79644959, which were in full disequilibrium between them, and located within the ARL14 promoter. Our gene reporter assay results revealed that the region containing the SNPs exhibited cell-specific promoter or enhancer activity, while the SNPs influenced promoter activity. We detected an association between severe malaria and those 2 SNPs using the overdominance model and we replicated the association of severe malaria with the tagSNP rs116423146. CONCLUSIONS We suggest that these SNPs regulate ARL14 expression in immune cells and the presentation of antigens to T lymphocytes, thus influencing severe malaria development.
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Affiliation(s)
- Mathieu Adjemout
- Aix-Marseille Univ, Inserm, TAGC Theories and Approaches of Genomic Complexity, MarMaRa Institute, Marseille, France
| | - Frederic Gallardo
- Aix-Marseille Univ, Inserm, TAGC Theories and Approaches of Genomic Complexity, MarMaRa Institute, Marseille, France
| | - Magali Torres
- Aix-Marseille Univ, Inserm, TAGC Theories and Approaches of Genomic Complexity, MarMaRa Institute, Marseille, France
| | - Alassane Thiam
- Pole d'Immunophysiopathologie & Maladies Infectieuses, Institut Pasteur de Dakar
| | - Babacar Mbengue
- Service d'Immunologie, Université Cheikh Anta Diop de Dakar, Senegal
| | - Alioune Dieye
- Service d'Immunologie, Université Cheikh Anta Diop de Dakar, Senegal
| | - Sandrine Marquet
- Aix-Marseille Univ, Inserm, TAGC Theories and Approaches of Genomic Complexity, MarMaRa Institute, Marseille, France
| | - Pascal Rihet
- Aix-Marseille Univ, Inserm, TAGC Theories and Approaches of Genomic Complexity, MarMaRa Institute, Marseille, France
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Onyango CO, Cheng Q, Munde EO, Raballah E, Anyona SB, McMahon BH, Lambert CG, Onyango PO, Schneider KA, Perkins DJ, Ouma C. Human NCR3 gene variants rs2736191 and rs11575837 alter longitudinal risk for development of pediatric malaria episodes and severe malarial anemia. BMC Genomics 2023; 24:542. [PMID: 37704951 PMCID: PMC10498606 DOI: 10.1186/s12864-023-09565-1] [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: 10/26/2022] [Accepted: 08/08/2023] [Indexed: 09/15/2023] Open
Abstract
BACKGROUND Plasmodium falciparum malaria is a leading cause of pediatric morbidity and mortality in holoendemic transmission areas. Severe malarial anemia [SMA, hemoglobin (Hb) < 5.0 g/dL in children] is the most common clinical manifestation of severe malaria in such regions. Although innate immune response genes are known to influence the development of SMA, the role of natural killer (NK) cells in malaria pathogenesis remains largely undefined. As such, we examined the impact of genetic variation in the gene encoding a primary NK cell receptor, natural cytotoxicity-triggering receptor 3 (NCR3), on the occurrence of malaria and SMA episodes over time. METHODS Susceptibility to malaria, SMA, and all-cause mortality was determined in carriers of NCR3 genetic variants (i.e., rs2736191:C > G and rs11575837:C > T) and their haplotypes. The prospective observational study was conducted over a 36 mos. follow-up period in a cohort of children (n = 1,515, aged 1.9-40 mos.) residing in a holoendemic P. falciparum transmission region, Siaya, Kenya. RESULTS Poisson regression modeling, controlling for anemia-promoting covariates, revealed a significantly increased risk of malaria in carriers of the homozygous mutant allele genotype (TT) for rs11575837 after multiple test correction [Incidence rate ratio (IRR) = 1.540, 95% CI = 1.114-2.129, P = 0.009]. Increased risk of SMA was observed for rs2736191 in children who inherited the CG genotype (IRR = 1.269, 95% CI = 1.009-1.597, P = 0.041) and in the additive model (presence of 1 or 2 copies) (IRR = 1.198, 95% CI = 1.030-1.393, P = 0.019), but was not significant after multiple test correction. Modeling of the haplotypes revealed that the CC haplotype had a significant additive effect for protection against SMA (i.e., reduced risk for development of SMA) after multiple test correction (IRR = 0.823, 95% CI = 0.711-0.952, P = 0.009). Although increased susceptibility to SMA was present in carriers of the GC haplotype (IRR = 1.276, 95% CI = 1.030-1.581, P = 0.026) with an additive effect (IRR = 1.182, 95% CI = 1.018-1.372, P = 0.029), the results did not remain significant after multiple test correction. None of the NCR3 genotypes or haplotypes were associated with all-cause mortality. CONCLUSIONS Variation in NCR3 alters susceptibility to malaria and SMA during the acquisition of naturally-acquired malarial immunity. These results highlight the importance of NK cells in the innate immune response to malaria.
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Affiliation(s)
- Clinton O Onyango
- Department of Biomedical Sciences and Technology, School of Public Health and Community Development, Maseno University, Maseno, Kenya
- University of New Mexico-Kenya Global Health Programs, Kisumu and Siaya, Kenya
| | - Qiuying Cheng
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM, USA
| | - Elly O Munde
- University of New Mexico-Kenya Global Health Programs, Kisumu and Siaya, Kenya
- Department of Clinical Medicine, School of Health Science, Kirinyaga University, Kerugoya, Kenya
| | - Evans Raballah
- University of New Mexico-Kenya Global Health Programs, Kisumu and Siaya, Kenya
- Department of Medical Laboratory Sciences, School of Public Health Biomedical Sciences and Technology, Masinde Muliro University of Science and Technology, Kakamega, Kenya
| | - Samuel B Anyona
- University of New Mexico-Kenya Global Health Programs, Kisumu and Siaya, Kenya
- Department of Medical Biochemistry, School of Medicine, Maseno University, Maseno, Kenya
| | - Benjamin H McMahon
- Theoretical Biology and Biophysics Group, Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM, USA
| | - Christophe G Lambert
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM, USA
| | - Patrick O Onyango
- Department of Zoology, School of Physical and Biological Sciences, Maseno University, Maseno, Kenya
| | - Kristan A Schneider
- Department Applied Computer- and Bio-Sciences, University of Applied Sciences Mittweida, Mittweida, Germany
| | - Douglas J Perkins
- University of New Mexico-Kenya Global Health Programs, Kisumu and Siaya, Kenya.
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM, USA.
| | - Collins Ouma
- Department of Biomedical Sciences and Technology, School of Public Health and Community Development, Maseno University, Maseno, Kenya.
- University of New Mexico-Kenya Global Health Programs, Kisumu and Siaya, Kenya.
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Thiam A, Nisar S, Adjemout M, Gallardo F, Ka O, Mbengue B, Diop G, Dieye A, Marquet S, Rihet P. ATP2B4 regulatory genetic variants are associated with mild malaria. Malar J 2023; 22:68. [PMID: 36849945 PMCID: PMC9972758 DOI: 10.1186/s12936-023-04503-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 02/18/2023] [Indexed: 03/01/2023] Open
Abstract
BACKGROUND Genome-wide association studies have identified ATP2B4 as a severe malaria resistance gene. Recently, 8 potential causal regulatory variants have been shown to be associated with severe malaria. METHODS Genotyping of rs10900585, rs11240734, rs1541252, rs1541253, rs1541254, rs1541255, rs10751450, rs10751451 and rs10751452 was performed in 154 unrelated individuals (79 controls and 75 mild malaria patients). rs10751450, rs10751451 and rs10751452 were genotyped by Taqman assays, whereas the fragment of the ATP2B4 gene containing the remaining SNPs was sequenced. Logistic regression analysis was used to assess the association between the SNPs and mild malaria. RESULTS The results showed that mild malaria was associated with rs10900585, rs11240734, rs1541252, rs1541253, rs1541254, rs1541255, rs10751450, rs10751451 and rs10751452. The homozygous genotypes for the major alleles were associated with an increased risk of mild malaria. Furthermore, the haplotype containing the major alleles and that containing the minor alleles were the most frequent haplotypes. Individuals with the major haplotypes had a significantly higher risk of mild malaria compared to the carriers of the minor allele haplotype. CONCLUSIONS ATP2B4 polymorphisms that have been associated with severe malaria are also associated with mild malaria.
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Affiliation(s)
- Alassane Thiam
- grid.418508.00000 0001 1956 9596Unité d’Immunogénétique, Institut Pasteur de Dakar, Dakar, Senegal
| | - Samia Nisar
- grid.5399.60000 0001 2176 4817Aix Marseille Univ, INSERM, TAGC, MarMaRa Institute, Marseille, France ,grid.444997.30000 0004 1761 3137Sardar Bahadur Khan Women’s University, Quetta, 1800 Balochistan Pakistan
| | - Mathieu Adjemout
- grid.5399.60000 0001 2176 4817Aix Marseille Univ, INSERM, TAGC, MarMaRa Institute, Marseille, France
| | - Frederic Gallardo
- grid.5399.60000 0001 2176 4817Aix Marseille Univ, INSERM, TAGC, MarMaRa Institute, Marseille, France
| | - Oumar Ka
- grid.8191.10000 0001 2186 9619Service d’Immunologie, Université Cheikh Anta Diop de Dakar, Dakar, Senegal
| | - Babacar Mbengue
- grid.8191.10000 0001 2186 9619Service d’Immunologie, Université Cheikh Anta Diop de Dakar, Dakar, Senegal
| | - Gora Diop
- grid.418508.00000 0001 1956 9596Unité d’Immunogénétique, Institut Pasteur de Dakar, Dakar, Senegal
| | - Alioune Dieye
- grid.8191.10000 0001 2186 9619Service d’Immunologie, Université Cheikh Anta Diop de Dakar, Dakar, Senegal
| | - Sandrine Marquet
- Aix Marseille Univ, INSERM, TAGC, MarMaRa Institute, Marseille, France.
| | - Pascal Rihet
- Aix Marseille Univ, INSERM, TAGC, MarMaRa Institute, Marseille, France.
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Identification of ATP2B4 Regulatory Element Containing Functional Genetic Variants Associated with Severe Malaria. Int J Mol Sci 2022; 23:ijms23094849. [PMID: 35563239 PMCID: PMC9101746 DOI: 10.3390/ijms23094849] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/15/2022] [Accepted: 04/22/2022] [Indexed: 12/04/2022] Open
Abstract
Genome-wide association studies for severe malaria (SM) have identified 30 genetic variants mostly located in non-coding regions. Here, we aimed to identify potential causal genetic variants located in these loci and demonstrate their functional activity. We systematically investigated the regulatory effect of the SNPs in linkage disequilibrium (LD) with the malaria-associated genetic variants. Annotating and prioritizing genetic variants led to the identification of a regulatory region containing five ATP2B4 SNPs in LD with rs10900585. We found significant associations between SM and rs10900585 and our candidate SNPs (rs11240734, rs1541252, rs1541253, rs1541254, and rs1541255) in a Senegalese population. Then, we demonstrated that both individual SNPs and the combination of SNPs had regulatory effects. Moreover, CRISPR/Cas9-mediated deletion of this region decreased ATP2B4 transcript and protein levels and increased Ca2+ intracellular concentration in the K562 cell line. Our data demonstrate that severe malaria-associated genetic variants alter the expression of ATP2B4 encoding a plasma membrane calcium-transporting ATPase 4 (PMCA4) expressed on red blood cells. Altering the activity of this regulatory element affects the risk of SM, likely through calcium concentration effect on parasitaemia.
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Thiam A, Sanka M, Ndiaye Diallo R, Torres M, Mbengue B, Nunez NF, Thiam F, Diop G, Victorero G, Nguyen C, Dieye A, Rihet P. Gene expression profiling in blood from cerebral malaria patients and mild malaria patients living in Senegal. BMC Med Genomics 2019; 12:148. [PMID: 31666081 PMCID: PMC6821028 DOI: 10.1186/s12920-019-0599-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Accepted: 10/09/2019] [Indexed: 01/06/2023] Open
Abstract
Background Plasmodium falciparum malaria remains a major health problem in Africa. The mechanisms of pathogenesis are not fully understood. Transcriptomic studies may provide new insights into molecular pathways involved in the severe form of the disease. Methods Blood transcriptional levels were assessed in patients with cerebral malaria, non-cerebral malaria, or mild malaria by using microarray technology to look for gene expression profiles associated with clinical status. Multi-way ANOVA was used to extract differentially expressed genes. Network and pathways analyses were used to detect enrichment for biological pathways. Results We identified a set of 443 genes that were differentially expressed in the three patient groups after applying a false discovery rate of 10%. Since the cerebral patients displayed a particular transcriptional pattern, we focused our analysis on the differences between cerebral malaria patients and mild malaria patients. We further found 842 differentially expressed genes after applying a false discovery rate of 10%. Unsupervised hierarchical clustering of cerebral malaria-informative genes led to clustering of the cerebral malaria patients. The support vector machine method allowed us to correctly classify five out of six cerebral malaria patients and six of six mild malaria patients. Furthermore, the products of the differentially expressed genes were mapped onto a human protein-protein network. This led to the identification of the proteins with the highest number of interactions, including GSK3B, RELA, and APP. The enrichment analysis of the gene functional annotation indicates that genes involved in immune signalling pathways play a role in the occurrence of cerebral malaria. These include BCR-, TCR-, TLR-, cytokine-, FcεRI-, and FCGR- signalling pathways and natural killer cell cytotoxicity pathways, which are involved in the activation of immune cells. In addition, our results revealed an enrichment of genes involved in Alzheimer’s disease. Conclusions In the present study, we examine a set of genes whose expression differed in cerebral malaria patients and mild malaria patients. Moreover, our results provide new insights into the potential effect of the dysregulation of gene expression in immune pathways. Host genetic variation may partly explain such alteration of gene expression. Further studies are required to investigate this in African populations.
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Affiliation(s)
- Alassane Thiam
- Unité d'Immunogénétique, Institut Pasteur de Dakar, Dakar, Sénégal
| | - Michel Sanka
- Aix Marseille Univ, INSERM, TAGC UMR U1090, 163 Av de Luminy, 13288, Marseille, cedex 9, France
| | - Rokhaya Ndiaye Diallo
- Service de Génétique Humaine, Faculté de Médecine, de Pharmacie et d'Odontostomatologie, UCAD, Dakar, Sénégal
| | - Magali Torres
- Aix Marseille Univ, INSERM, TAGC UMR U1090, 163 Av de Luminy, 13288, Marseille, cedex 9, France
| | - Babacar Mbengue
- Service Immunologie, Faculte de Medecine, Université Cheikh Anta Diop de Dakar, Dakar, Sénégal
| | - Nicolas Fernandez Nunez
- Aix Marseille Univ, INSERM, TAGC UMR U1090, 163 Av de Luminy, 13288, Marseille, cedex 9, France
| | - Fatou Thiam
- Département de Génie chimique et biologie, Ecole Supérieure Polytechnique, Université Cheikh Anta Diop de Dakar, Dakar, Sénégal
| | - Gora Diop
- Unité d'Immunogénétique, Institut Pasteur de Dakar, Dakar, Sénégal.,Département de Biologie animale, Faculté des Sciences et Techniques, Université Cheikh Anta Diop de Dakar, Dakar, Sénégal
| | - Geneviève Victorero
- Aix Marseille Univ, INSERM, TAGC UMR U1090, 163 Av de Luminy, 13288, Marseille, cedex 9, France
| | - Catherine Nguyen
- Aix Marseille Univ, INSERM, TAGC UMR U1090, 163 Av de Luminy, 13288, Marseille, cedex 9, France
| | - Alioune Dieye
- Unité d'Immunogénétique, Institut Pasteur de Dakar, Dakar, Sénégal.,Service Immunologie, Faculte de Medecine, Université Cheikh Anta Diop de Dakar, Dakar, Sénégal
| | - Pascal Rihet
- Aix Marseille Univ, INSERM, TAGC UMR U1090, 163 Av de Luminy, 13288, Marseille, cedex 9, France.
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