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van Dijk A, Guabiraba R, Bailleul G, Schouler C, Haagsman HP, Lalmanach AC. Evolutionary diversification of defensins and cathelicidins in birds and primates. Mol Immunol 2023; 157:53-69. [PMID: 36996595 DOI: 10.1016/j.molimm.2023.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 03/09/2023] [Accepted: 03/14/2023] [Indexed: 03/30/2023]
Abstract
Divergent evolution for more than 310 million years has resulted in an avian immune system that is complex and more compact than that of primates, sharing much of its structure and functions. Not surprisingly, well conserved ancient host defense molecules, such as defensins and cathelicidins, have diversified over time. In this review, we describe how evolution influenced the host defense peptides repertoire, its distribution, and the relationship between structure and biological functions. Marked features of primate and avian HDPs are linked to species-specific characteristics, biological requirements, and environmental challenge.
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Ruiz Ramírez AV, Flores-Saiffe Farías A, Chávez Álvarez RDC, Prado Montes de Oca E. Predicted regulatory SNPs reveal potential drug targets and novel companion diagnostics in psoriasis. J Transl Autoimmun 2021; 4:100096. [PMID: 33898962 PMCID: PMC8060581 DOI: 10.1016/j.jtauto.2021.100096] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 02/27/2021] [Accepted: 03/10/2021] [Indexed: 11/25/2022] Open
Abstract
Psoriasis is an autoimmune disease associated with interleukins, their receptors, key transcription factors and more recently, antimicrobial peptides (AMPs). Cathelicidin LL-37 is an AMP proposed to play a fundamental role in psoriasis etiology. With our proprietary software SNPClinic v.1.0, we analyzed 203 common SNPs (MAF frequency > 1%) in proximal promoters of 22 genes associated with psoriasis. These include nine genes which protein products are classic drug targets for psoriasis (TNF, IL17A, IL17B, IL17C, IL17F, IL17RA, IL12A, IL12B and IL23A). SNPClinic predictions were run with DNAseI-HUP chromatin accessibility data in eight psoriasis/epithelia-relevant cell lines from ENCODE including keratinocytes (NHEK), TH1 and TH17 lymphocytes. Results were ranked quantitatively by transcriptional relevance according to our novel Functional Impact Factor (FIF) parameter. We found six rSNPs in five genes (CAMP/cathelicidin, S100A7/psoriasin, IL17C, IL17RA and TNF) and each was confirmed as true rSNP in at least one public eQTL database including GTEx portal and ENCODE (Phase 3). Predicted regulatory SNPs in cathelicidin, IL17C and IL17RA genes may explain hyperproliferation of keratinocytes. Predicted rSNPs in psoriasin, IL17C and cathelicidin may contribute to activation and polarization of lymphocytes. Predicted rSNPs in TNF gene are concordant with the epithelium-mesenchymal transition. In spite that these results must be validated in vitro and in vivo with a functional genomics approach, we propose FOXP2, RUNX2, NR2F1, ELF1 and HESX1 transcription factors (those with the highest FIF on each gene) as novel drug targets for psoriasis. Furthermore, four out of six rSNPs uncovered by SNPClinic v.1.0 software, could also be validated in the clinic as companion diagnostics/pharmacogenetics assays for psoriasis prescribed drugs that block TNF-α (e.g. Etanercept), IL-17 (e.g. Secukinumab) and IL-17 receptor (Brodalumab). We found six putative regulatory SNPs in cathelicidin (LL-37), psoriasin (S100A7), IL17C, IL17RA and TNF genes. These rSNPs could be validated also as companion diagnostics/pharmacogenetics assays for most approved psoriasis drugs. Regulatory SNPs in TNF gene are concordant with the epithelial-mesenchymal transition. Regulatory SNPs in IL17C and IL17RA may partially explain hyperproliferation of keratinocytes. Regulatory SNP rs12049559 in psoriasin (S100A7) may contribute to T-cell polarization.
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Affiliation(s)
- Andrea Virginia Ruiz Ramírez
- Laboratory of Regulatory SNPs, Personalized Medicine National Laboratory (LAMPER), Medical and Pharmaceutical Biotechnology, Research Center of Technology and Design Assistance of Jalisco State (CIATEJ A.C.), National Council of Science and Technology (CONACYT), C.P. 44270, Guadalajara, Jalisco, Mexico.,Doctorate Program in Human Genetics, Health Sciences Campus (CUCS), Guadalajara University, Sierra Mojada 950, Col. Independencia, C.P. 44340, Guadalajara, Jalisco, Mexico
| | - Adolfo Flores-Saiffe Farías
- Laboratory of Regulatory SNPs, Personalized Medicine National Laboratory (LAMPER), Medical and Pharmaceutical Biotechnology, Research Center of Technology and Design Assistance of Jalisco State (CIATEJ A.C.), National Council of Science and Technology (CONACYT), C.P. 44270, Guadalajara, Jalisco, Mexico
| | - Rocío Del Carmen Chávez Álvarez
- Laboratory of Regulatory SNPs, Personalized Medicine National Laboratory (LAMPER), Medical and Pharmaceutical Biotechnology, Research Center of Technology and Design Assistance of Jalisco State (CIATEJ A.C.), National Council of Science and Technology (CONACYT), C.P. 44270, Guadalajara, Jalisco, Mexico
| | - Ernesto Prado Montes de Oca
- Laboratory of Regulatory SNPs, Personalized Medicine National Laboratory (LAMPER), Medical and Pharmaceutical Biotechnology, Research Center of Technology and Design Assistance of Jalisco State (CIATEJ A.C.), National Council of Science and Technology (CONACYT), C.P. 44270, Guadalajara, Jalisco, Mexico.,Laboratory of Pharmacogenomics and Preventive Medicine, LAMPER, Pharmaceutical and Medical Biotechnology, CIATEJ, A.C., CONACYT, C.P. 44270, Guadalajara, Jalisco, Mexico.,Scripps Research Translational Institute, 3344 North Torrey Pines Court, Suite 300, La Jolla, CA, 92037, USA.,Integrative Structural and Computational Biology, Scripps Research Institute, 10550 North Torrey Pines Road, SGM 300, La Jolla, CA, 92037, USA
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Genetic diversity of Japanese quail cathelicidins. Poult Sci 2021; 100:101046. [PMID: 33780752 PMCID: PMC8039728 DOI: 10.1016/j.psj.2021.101046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Revised: 12/29/2020] [Accepted: 02/04/2021] [Indexed: 11/24/2022] Open
Abstract
Japanese quail is a low-fat, meat-bird species exhibiting high disease resistance. Cathelicidins (CATHs) are host defense peptides conserved across numerous vertebrate species that play an important role in innate immunity. The activity of host defense peptides can be affected by amino acid substitutions. However, no polymorphisms in avian CATH genes have been reported to date. The aim of this study was to clarify the polymorphisms in CATHs in Japanese quail. DNA for genomic analyses was extracted from the peripheral blood of 99 randomly selected quail from 6 inbred lines. A total of 6, 4, 6, and 4 CjCATH1, -2, -3, and -B1 alleles were identified, respectively. Nine haplotypes, including 4 strain-specific haplotypes, were identified by combining alleles at the CjCATH1, -2, -3, and -B1 loci. In addition, 2 and 1 amino acid substitutions (I145F, Q148H, and P245H) predicted by PROVEAN and PolyPhen-2 to have deleterious effects were detected in CjCATH2 and -B1, respectively. Synthetic CjCATH2 and -B1 peptides exhibited greater antibacterial activity against Escherichia coli than chicken CATH2 and -B1, respectively. Furthermore, the CjCATHB1∗04 peptide exhibited less potent antimicrobial activity than other CjCATHB1 peptides examined. This is the first report of amino acid substitutions accompanied by changes in antibacterial activity in avian CATHs. These findings could be employed as indicators of improvements in innate immune response in poultry.
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Cruz Díaz LA, Gutiérrez Ortega A, Chávez Álvarez RDC, Velarde Félix JS, Prado Montes de Oca E. Regulatory SNP rs5743417 impairs constitutive expression of human β-defensin 1 and has high frequency in Africans and Afro-Americans. Int J Immunogenet 2020; 47:332-341. [PMID: 31994826 DOI: 10.1111/iji.12475] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 11/26/2019] [Accepted: 01/02/2020] [Indexed: 01/01/2023]
Abstract
The prediction of regulatory single nucleotide polymorphisms (rSNPs) in proximal promoters of disease-related genes could be a useful tool for personalized medicine in both patient stratification and customized therapy. Using our previously reported method of rSNPs prediction (currently a software called SNPClinic v.1.0) as well as with PredictSNP tool, we performed in silico prediction of regulatory SNPs in the antimicrobial peptide human β-defensin 1 gene in three human cell lines from 1,000 Genomes Project (1kGP), namely A549 (epithelial cell line), HL-60 (neutrophils) and TH 1 (lymphocytes). These predictions were run in a proximal pseudo-promoter comprising all common alleles on each polymorphic site according to the 1,000 Genomes Project data (1kGP: ALL). Plasmid vectors containing either the major or the minor allele of a putative rSNP rs5743417 (categorized as regulatory by SNPClinic and confirmed by PredictSNP) and a non-rSNP negative control were transfected to lung A549 human epithelial cell line. We assessed functionality of rSNPs by qPCR using the Pfaffl method. In A549 cells, minor allele of the SNP rs5743417 G→A showed a significant reduction in gene expression, diminishing DEFB1 transcription by 33% when compared with the G major allele (p-value = .03). SNP rs5743417 minor allele has high frequency in Gambians (8%, 1kGP population: GWD) and Afro-Americans (3.3%, 1kGP population: ASW). This SNP alters three transcription factors binding sites (TFBSs) comprising SREBP2 (sterols and haematopoietic pathways), CREB1 (cAMP, insulin and TNF pathways) and JUND (apoptosis, senescence and stress pathways) in the proximal promoter of DEFB1. Further in silico analysis reveals that this SNP also overlaps with GS1-24F4.2, a lincRNA gene complementary to the X Kell blood group related 5 (XKR5) mRNA. The potential clinical impact of the altered constitutive expression of DEFB1 caused by rSNP rs5743417 in DEFB1-associated diseases as tuberculosis, COPD, asthma, cystic fibrosis and cancer in African and Afro-American populations deserves further research.
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Affiliation(s)
- Luis Antonio Cruz Díaz
- Interinstitutional Posgrade in Science and Technology (PICYT), Research Center of Technology and Design Assistance of Jalisco State, (CIATEJ A.C.), Guadalajara, Mexico.,Laboratory of Regulatory SNPs, Personalized Medicine National Laboratory (LAMPER), Pharmaceutical and Medical Biotechnology, Central Unit, CIATEJ A.C., National Council of Science and Technology (CONACYT), Guadalajara, Mexico
| | - Abel Gutiérrez Ortega
- Laboratory of Regulatory SNPs, Personalized Medicine National Laboratory (LAMPER), Pharmaceutical and Medical Biotechnology, Central Unit, CIATEJ A.C., National Council of Science and Technology (CONACYT), Guadalajara, Mexico
| | - Rocío Del Carmen Chávez Álvarez
- Laboratory of Regulatory SNPs, Personalized Medicine National Laboratory (LAMPER), Pharmaceutical and Medical Biotechnology, Central Unit, CIATEJ A.C., National Council of Science and Technology (CONACYT), Guadalajara, Mexico
| | - Jesús Salvador Velarde Félix
- Faculty of Chemical and Biological Sciences, Autonomous University of Sinaloa, Culiacan, Mexico.,Faculty of Biology, Autonomous University of Sinaloa, Culiacan, Mexico.,Genomic Medicine Center, Dr. Bernardo J. Gastélum Primary Care Hospital, Sinaloa Health Ministry, Culiacan, Mexico
| | - Ernesto Prado Montes de Oca
- Laboratory of Regulatory SNPs, Personalized Medicine National Laboratory (LAMPER), Pharmaceutical and Medical Biotechnology, Central Unit, CIATEJ A.C., National Council of Science and Technology (CONACYT), Guadalajara, Mexico.,Laboratory of Pharmacogenomics and Preventive Medicine, Personalized Medicine National Laboratory (LAMPER), Pharmaceutical and Medical Biotechnology, Central Unit, CIATEJ A.C., CONACYT, Guadalajara, Mexico.,Scripps Research Translational Institute, La Jolla, CA, USA.,Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA, USA
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Álvarez ÁH, Martínez Velázquez M, Prado Montes de Oca E. Human β-defensin 1 update: Potential clinical applications of the restless warrior. Int J Biochem Cell Biol 2018; 104:133-137. [PMID: 30236992 DOI: 10.1016/j.biocel.2018.09.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Revised: 08/15/2018] [Accepted: 09/15/2018] [Indexed: 01/06/2023]
Abstract
Human β-defensin 1 (hBD-1) is a multifaceted antimicrobial peptide being a tumour suppressor and, depending on call of duty, capable of inducing self-nets and neutrophil extracellular traps (NETs) to capture and/or kill bacteria, participates in inflammatory responses in chronic diseases including hBD-3 upregulation and also capable of up/downregulation in the presence of certain species of Lactobacillus sp. Thus, is regulated by host microbiota. Alleles, genotypes and/or altered gene expression of its coding gene, DEFB1, have been associated with several human diseases/conditions ranging from metabolic/chronic (e.g. cancer), infectious (e.g. tuberculosis, HIV/AIDS), inflammatory (gastrointestinal diseases), male infertility and more recently, neurologic (e.g. depression and Alzheimer) and autoimmune diseases (e.g. vitiligo and systemic lupus erythematosus). The present update focuses on novel DEFB1/hBD-1 properties and biomarker features, its biological function and the pharmaceutical potential uses of antimicrobial peptide elicitors (APEs) or the engineered peptide in the treatment of hBD-1-related human diseases.
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Affiliation(s)
- Ángel H Álvarez
- Personalized Medicine National Laboratory (LAMPER), Medical and Pharmaceutical Biotechnology Unit, Research Center of Technology and Design Assistance of Jalisco State (CIATEJ), National Council of Science and Technology (CONACYT), Av. Normalistas 800, Col. Colinas de la Normal, Guadalajara, Mexico
| | - Moisés Martínez Velázquez
- Personalized Medicine National Laboratory (LAMPER), Medical and Pharmaceutical Biotechnology Unit, Research Center of Technology and Design Assistance of Jalisco State (CIATEJ), National Council of Science and Technology (CONACYT), Av. Normalistas 800, Col. Colinas de la Normal, Guadalajara, Mexico
| | - Ernesto Prado Montes de Oca
- Personalized Medicine National Laboratory (LAMPER), Medical and Pharmaceutical Biotechnology Unit, Research Center of Technology and Design Assistance of Jalisco State (CIATEJ), National Council of Science and Technology (CONACYT), Av. Normalistas 800, Col. Colinas de la Normal, Guadalajara, Mexico.
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Pathogen–Host Interaction of Histoplasma capsulatum: an Update. CURRENT FUNGAL INFECTION REPORTS 2016. [DOI: 10.1007/s12281-016-0267-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Liu Z, Gao Y, Yang H, Bao H, Qin L, Zhu C, Chen Y, Hu Z. Impact of Hypoxia on Drug Resistance and Growth Characteristics of Mycobacterium tuberculosis Clinical Isolates. PLoS One 2016; 11:e0166052. [PMID: 27835653 PMCID: PMC5106006 DOI: 10.1371/journal.pone.0166052] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Accepted: 10/11/2016] [Indexed: 11/24/2022] Open
Abstract
Mycobacterium tuberculosis (MTB) is a specific aerobic bacterium, but can survive under hypoxic conditions, such as those in lung cheese necrosis, granulomas, or macrophages. It is not clear whether the drug sensitivity and growth characteristics of MTB under hypoxic conditions are different from those under aerobic conditions. In this study, we examined the drug resistance and growth characteristics of MTB clinical isolates by a large sample of in vitro drug susceptibility tests, using an automatic growth instrument. Under hypoxic conditions, variance in drug resistance was observed in nearly one-third of the MTB strains and was defined as MTB strains with changed drug sensitivity (MTB-CDS). Among these strains, resistance in a considerable proportion of clinical strains was significantly increased, and some strains emerged as multi-drug resistant. Growth test results revealed a high growth rate and large survival number in macrophages under hypoxia in MTB-CDS. According to the results of fluorescence quantitative PCR, the expression of some genes, including RegX3 (involving RIF resistance), Rv0194 (efflux pump gene), four genes related to transcription regulation (KstR, DosR, Rv0081 and WhiB3) and gene related to translation regulation (DATIN), were upregulated significantly under hypoxic conditions compared to that under aerobic conditions (p < 0.05). Thus, we concluded that some MTB clinical isolates can survive under hypoxic conditions and their resistance could change. As for poor clinical outcomes in patients, based on routine drug susceptibility testing, drug susceptibility tests for tuberculosis under hypoxic conditions should also be recommended. However, the detailed mechanisms of the effect of hypoxia on drug sensitivity and growth characteristics of MTB clinical isolates still requires further study.
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Affiliation(s)
- Zhonghua Liu
- Shanghai Key Laboratory of Tuberculosis, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yulu Gao
- Department of Laboratory Medicine, Kunshan Hospital Affiliated to Nanjing University of Traditional Chinese Medicine, Kunshan, China
| | - Hua Yang
- Shanghai Key Laboratory of Tuberculosis, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Haiyang Bao
- Shanghai Key Laboratory of Tuberculosis, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Lianhua Qin
- Shanghai Key Laboratory of Tuberculosis, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Changtai Zhu
- Department of Transfusion, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
- * E-mail: (CTZ); (YWC); (ZYH)
| | - Yawen Chen
- Department of Nursing, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
- * E-mail: (CTZ); (YWC); (ZYH)
| | - Zhongyi Hu
- Shanghai Key Laboratory of Tuberculosis, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
- * E-mail: (CTZ); (YWC); (ZYH)
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8
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Beta-defensin gene (DEFB1) polymorphisms are associated with the susceptibility to chronic respiratory diseases. Genes Genomics 2016. [DOI: 10.1007/s13258-016-0388-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Fecher RA, Horwath MC, Friedrich D, Rupp J, Deepe GS. Inverse Correlation between IL-10 and HIF-1α in Macrophages Infected with Histoplasma capsulatum. THE JOURNAL OF IMMUNOLOGY 2016; 197:565-79. [PMID: 27271565 DOI: 10.4049/jimmunol.1600342] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2016] [Accepted: 05/13/2016] [Indexed: 01/28/2023]
Abstract
Hypoxia-inducible factor (HIF)-1α is a transcription factor that regulates metabolic and immune response genes in the setting of low oxygen tension and inflammation. We investigated the function of HIF-1α in the host response to Histoplasma capsulatum because granulomas induced by this pathogenic fungus develop hypoxic microenvironments during the early adaptive immune response. In this study, we demonstrated that myeloid HIF-1α-deficient mice exhibited elevated fungal burden during the innate immune response (prior to 7 d postinfection) as well as decreased survival in response to a sublethal inoculum of H. capsulatum The absence of myeloid HIF-1α did not alter immune cell recruitment to the lungs of infected animals but was associated with an elevation of the anti-inflammatory cytokine IL-10. Treatment with mAb to IL-10 restored protective immunity to the mutant mice. Macrophages (Mϕs) constituted most IL-10-producing cells. Deletion of HIF-1α in neutrophils or dendritic cells did not alter fungal burden, thus implicating Mϕs as the pivotal cell in host resistance. HIF-1α was stabilized in Mϕs following infection. Increased activity of the transcription factor CREB in HIF-1α-deficient Mϕs drove IL-10 production in response to H. capsulatum IL-10 inhibited Mϕ control of fungal growth in response to the activating cytokine IFN-γ. Thus, we identified a critical function for Mϕ HIF-1α in tempering IL-10 production following infection. We established that transcriptional regulation of IL-10 by HIF-1α and CREB is critical for activation of Mϕs by IFN-γ and effective handling of H. capsulatum.
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Affiliation(s)
- Roger A Fecher
- Division of Infectious Diseases, University of Cincinnati College of Medicine, Cincinnati, OH 45267; Division of Immunobiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, OH 45220
| | - Michael C Horwath
- Division of Infectious Diseases, University of Cincinnati College of Medicine, Cincinnati, OH 45267; Division of Immunobiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, OH 45220
| | - Dirk Friedrich
- Department of Infectious Diseases and Microbiology, University of Lübeck, 23538 Lübeck, Germany; and
| | - Jan Rupp
- Department of Infectious Diseases and Microbiology, University of Lübeck, 23538 Lübeck, Germany; and
| | - George S Deepe
- Division of Infectious Diseases, University of Cincinnati College of Medicine, Cincinnati, OH 45267; Medical Service, Veterans Affairs Hospital, Cincinnati, OH 45220
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Celerino da Silva R, da Cruz HLA, Brandão LAC, Guimarães RL, Montenegro LML, Schindler HC, Segat L, Crovella S. DEFB1 gene polymorphisms and tuberculosis in a Northeastern Brazilian population. Braz J Microbiol 2016; 47:389-93. [PMID: 26991287 PMCID: PMC4874611 DOI: 10.1016/j.bjm.2015.09.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Accepted: 09/05/2015] [Indexed: 11/22/2022] Open
Abstract
β-Defensin-1, an antimicrobial peptide encoded by the DEFB1 gene, is known to play an important role in lung mucosal immunity. In our association study we analyzed three DEFB1 functional polymorphisms −52G>A (rs1799946), −44C>G (rs1800972) and −20G>A (rs11362) in 92 tuberculosis patients and 286 healthy controls, both from Northeast Brazil: no association was found between the studied DEFB1 polymorphisms and the disease. However we cannot exclude that this lack of association could be due to the low number of subjects analyzed, as suggested by the low statistical power achieved for the three analyzed SNPs (values between 0.16 and 0.50).
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Affiliation(s)
- Ronaldo Celerino da Silva
- Department of Genetics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil; Laboratory of Immunopathology Keizo Asami (LIKA), Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil.
| | - Heidi Lacerda Alves da Cruz
- Department of Genetics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil; Laboratory of Immunopathology Keizo Asami (LIKA), Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil
| | - Lucas André Cavalcanti Brandão
- Laboratory of Immunopathology Keizo Asami (LIKA), Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil; Department of Pathology, Federal University of Pernambuco, Recife, Pernambuco, Brazil
| | - Rafael Lima Guimarães
- Department of Genetics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil; Laboratory of Immunopathology Keizo Asami (LIKA), Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil
| | - Lilian Maria Lapa Montenegro
- Department of Immunology, Aggeu Magalhães Research Center (CPqAM - FIOCRUZ - Pernambuco), Recife, Pernambuco, Brazil
| | - Haiana Charifker Schindler
- Department of Immunology, Aggeu Magalhães Research Center (CPqAM - FIOCRUZ - Pernambuco), Recife, Pernambuco, Brazil
| | - Ludovica Segat
- Institute for Maternal and Child Health - IRCCS "Burlo Garofolo", Trieste, Italy
| | - Sergio Crovella
- Department of Genetics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil; Laboratory of Immunopathology Keizo Asami (LIKA), Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil
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11
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Flores Saiffe Farías A, Jaime Herrera López E, Moreno Vázquez CJ, Li W, Prado Montes de Oca E. Predicting functional regulatory SNPs in the human antimicrobial peptide genes DEFB1 and CAMP in tuberculosis and HIV/AIDS. Comput Biol Chem 2015; 59 Pt A:117-25. [PMID: 26447748 DOI: 10.1016/j.compbiolchem.2015.09.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2014] [Revised: 09/03/2015] [Accepted: 09/04/2015] [Indexed: 01/04/2023]
Abstract
Single nucleotide polymorphisms (SNPs) in transcription factor binding sites (TFBSs) within gene promoter region or enhancers can modify the transcription rate of genes related to complex diseases. These SNPs can be called regulatory SNPs (rSNPs). Data compiled from recent projects, such as the 1000 Genomes Project and ENCODE, has revealed essential information used to perform in silico prediction of the molecular and biological repercussions of SNPs within TFBS. However, most of these studies are very limited, as they only analyze SNPs in coding regions or when applied to promoters, and do not integrate essential biological data like TFBSs, expression profiles, pathway analysis, homotypic redundancy (number of TFBSs for the same TF in a region), chromatin accessibility and others, which could lead to a more accurate prediction. Our aim was to integrate different data in a biologically coherent method to analyze the proximal promoter regions of two antimicrobial peptide genes, DEFB1 and CAMP, that are associated with tuberculosis (TB) and HIV/AIDS. We predicted SNPs within the promoter regions that are more likely to interact with transcription factors (TFs). We also assessed the impact of homotypic redundancy using a novel approach called the homotypic redundancy weight factor (HWF). Our results identified 10 SNPs, which putatively modify the binding affinity of 24 TFs previously identified as related to TB and HIV/AIDS expression profiles (e.g. KLF5, CEBPA and NFKB1 for TB; FOXP2, BRCA1, CEBPB, CREB1, EBF1 and ZNF354C for HIV/AIDS; and RUNX2, HIF1A, JUN/AP-1, NR4A2, EGR1 for both diseases). Validating with the OregAnno database and cell-specific functional/non functional SNPs from additional 13 genes, our algorithm performed 53% sensitivity and 84.6% specificity to detect functional rSNPs using the DNAseI-HUP database. We are proposing our algorithm as a novel in silico method to detect true functional rSNPs in antimicrobial peptide genes. With further improvement, this novel method could be applied to other promoters in order to design probes and to discover new drug targets for complex diseases.
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Affiliation(s)
- Adolfo Flores Saiffe Farías
- Personalized Medicine Laboratory (LAMPER), Medical and Pharmaceutical Biotechnology, Guadalajara Unit, Research Center of Technology and Design Assistance of Jalisco State, National Council of Science and Technology (CIATEJ AC, CONACYT), Av. Normalistas 800, Col. Colinas de la Normal, CP 44270 Guadalajara, Jalisco, Mexico.
| | - Enrique Jaime Herrera López
- Industrial Biotechnology, CIATEJ AC, Zapopan Unit, CONACYT, Camino Arenero 1227, Col. El Bajío del Arenal, CP 45019 Zapopan, Jalisco, Mexico.
| | - Cristopher Jorge Moreno Vázquez
- Personalized Medicine Laboratory (LAMPER), Medical and Pharmaceutical Biotechnology, Guadalajara Unit, Research Center of Technology and Design Assistance of Jalisco State, National Council of Science and Technology (CIATEJ AC, CONACYT), Av. Normalistas 800, Col. Colinas de la Normal, CP 44270 Guadalajara, Jalisco, Mexico.
| | - Wentian Li
- The Robert S. Boas Center for Genomics and Human Genetics, Feinstein Institute for Medical Research, 350 Community Dr. Manhasset, NY 11030, USA.
| | - Ernesto Prado Montes de Oca
- Personalized Medicine Laboratory (LAMPER), Medical and Pharmaceutical Biotechnology, Guadalajara Unit, Research Center of Technology and Design Assistance of Jalisco State, National Council of Science and Technology (CIATEJ AC, CONACYT), Av. Normalistas 800, Col. Colinas de la Normal, CP 44270 Guadalajara, Jalisco, Mexico; Molecular Biology Laboratory, Biosafety Area, Medical and Pharmaceutical Biotechnology, Guadalajara Unit, CIATEJ AC, CONACYT, Av. Normalistas 800, Col. Colinas de la Normal, CP 44270 Guadalajara, Jalisco, Mexico.
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