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Lee KY, Leung KS, Tang NLS, Wong MH. Discovering Genetic Factors for psoriasis through exhaustively searching for significant second order SNP-SNP interactions. Sci Rep 2018; 8:15186. [PMID: 30315195 PMCID: PMC6185942 DOI: 10.1038/s41598-018-33493-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Accepted: 09/28/2018] [Indexed: 12/24/2022] Open
Abstract
In this paper, we aim at discovering genetic factors of psoriasis through searching for statistically significant SNP-SNP interactions exhaustively from two real psoriasis genome-wide association study datasets (phs000019.v1.p1 and phs000982.v1.p1) downloaded from the database of Genotypes and Phenotypes. To deal with the enormous search space, our search algorithm is accelerated with eight biological plausible interaction patterns and a pre-computed look-up table. After our search, we have discovered several SNPs having a stronger association to psoriasis when they are in combination with another SNP and these combinations may be non-linear interactions. Among the top 20 SNP-SNP interactions being found in terms of pairwise p-value and improvement metric value, we have discovered 27 novel potential psoriasis-associated SNPs where most of them are reported to be eQTLs of a number of known psoriasis-associated genes. On the other hand, we have inferred a gene network after selecting the top 10000 SNP-SNP interactions in terms of improvement metric value and we have discovered a novel long distance interaction between XXbac-BPG154L12.4 and RNU6-283P which is not a long distance haplotype and may be a new discovery. Finally, our experiments with the synthetic datasets have shown that our pre-computed look-up table technique can significantly speed up the search process.
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Affiliation(s)
- Kwan-Yeung Lee
- Department of Computer Science and Engineering, the Chinese University of Hong Kong, Hong Kong, China.
| | - Kwong-Sak Leung
- Department of Computer Science and Engineering, the Chinese University of Hong Kong, Hong Kong, China
| | - Nelson L S Tang
- Department of Chemical Pathology, the Chinese University of Hong Kong, Hong Kong, China.
| | - Man-Hon Wong
- Department of Computer Science and Engineering, the Chinese University of Hong Kong, Hong Kong, China
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Kumar N, Kaur G, Tandon N, Mehra NK. Allotyping human complement factor B in Asian Indian type 1 diabetic patients. ACTA ACUST UNITED AC 2008; 72:517-24. [DOI: 10.1111/j.1399-0039.2008.01137.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Abstract
Nineteen patients with psoriasis vulgaris and no other cause for systemic complement activation were studied for evidence of such activation. There was a marked elevation in serum C5b-9 complexes with no other significant complement abnormalities, and no correlation between C5b-9 levels and disease activity. This is the most detailed study of complement in psoriasis yet attempted and confirms that complement activation is a feature of psoriasis vulgaris.
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Affiliation(s)
- C J Fleming
- University Department of Dermatology, Western Infirmary, Glasgow, Scotland, UK
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Jahn I, Mejía JE, Thomas M, Darke C, Schröder H, Geserick G, Hauptmann G. Genomic analysis of the F subtypes of human complement factor B. EUROPEAN JOURNAL OF IMMUNOGENETICS : OFFICIAL JOURNAL OF THE BRITISH SOCIETY FOR HISTOCOMPATIBILITY AND IMMUNOGENETICS 1994; 21:415-23. [PMID: 9098451 DOI: 10.1111/j.1744-313x.1994.tb00214.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Factor B of human complement is encoded within the Major Histocompatibility Complex (MHC) and is polymorphic, with up to 30 alleles defined by electrophoretic mobility. One of the most common alleles, BF*F, is subdivided into the FA and FB subtypes, which differ at the gene level by non-synonymous base substitutions in the seventh codon. We have found at this position a new restriction site polymorphism, as a Bsl I site absent from the FB allele. Using this restriction polymorphism, we have developed a method for BF F subtype determination, based on amplification by polymerase chain reaction of the 5' end of the BF gene, and digestion with Bsl I. This new method has been applied to a panel of 29 selected BF F individuals. A single strand DNA conformation analysis of the same region of the gene allowed us to confirm the above DNA-based BF F subtyping. During this study, two BF*F1 alleles showed discrepancies between protein and DNA typing, which were confirmed by our sequencing data. These were identical, in the 5' region, to BF*S and BF*FB genes, respectively. In a comparison with two protein subtyping methods, identical results were found for only one third of the selected samples. The conflicting results may arise, in part, from previously undescribed molecular heterogeneity within BF F subtypes, or from the presence of a null allele. Our new method allows BF*F subtyping to be used with confidence in the definition of disease-associated MHC haplotypes.
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Affiliation(s)
- I Jahn
- Laboratoire de Recherches en Immunologie, Université Louis Pasteur, Strasbourg, France
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Muto M, Mashimo M, Urabe K, Suzuki T, Sasazuki T. Correlation between HLA-A2-Bw46-DRw8 haplotype and increased levels of complement components (C4 and C4a) in patients with psoriatic arthritis. Arch Dermatol Res 1991; 283:347-9. [PMID: 1929558 DOI: 10.1007/bf00376626] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
- M Muto
- Department of Clinical Genetics, Kyushu University, Beppu, Japan
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Nakagawa H, Akazaki S, Asahina A, Tokunaga K, Matsuki K, Kuwata S, Ishibashi Y, Juji T. Study of HLA class I, class II and complement genes (C2, C4A, C4B and BF) in Japanese psoriatics and analysis of a newly-found high-risk haplotype by pulsed field gel electrophoresis. Arch Dermatol Res 1991; 283:281-4. [PMID: 1929549 DOI: 10.1007/bf00376613] [Citation(s) in RCA: 48] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Genetic polymorphisms of HLA antigens and HLA-linked serum complement components (C2, C4A, C4B and BF) were investigated in 79 Japanese patients suffering from psoriasis. HLA typing revealed increased frequencies of HLA-A1, A2, B39, Bw46, Cw6, Cw7 and Cw11. Among complement components, positive associations were obtained with C4A4 and C4B2 and a negative association with BFF. The major histocompatibility complex haplotype (supratype), HLA-A2-Cw11-Bw46-C2C-BFS-C4A4-C4B2-DRw8 is purported to be a new high-risk haplotype in Japanese patients with psoriasis. Analysis of patients with this supratype via pulsed field gel electrophoresis showed the existence of specific, extensive DNA deletions near HLA-DR genes, but no disease-specific patterns could be observed by means of this technique. The newly-found high-risk haplotype indicates racial and ethnic differences among psoriatic patients.
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Affiliation(s)
- H Nakagawa
- Department of Dermatology, Faculty of Medicine, University of Tokyo, Japan
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Abstract
Plasma from 16 patients with psoriasis and 12 healthy control subjects were measured for iC3b, C4d, and Bb fragments generated by complement activation. Plasma concentrations for iC3b, C4d, and Bb fragments were found to be significantly increased in the patients with psoriasis. The highest concentrations of these complement activation fragments were seen in patients with erythrodermic pustular psoriasis, psoriatic arthritis, and Reiter's syndrome. The serum concentrations of complement components and regulatory proteins were normal or elevated in almost all samples.
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Affiliation(s)
- E W Rosenberg
- Department of Medicine (Dermatology), University of Tennessee College of Medicine, Memphis
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Muto M, Yasuda N, Kimura H, Nakamizo Y, Sasazuki T. Susceptibility to psoriasis vulgaris is controlled in part by two unlinked genes in a double recessive manner. JINRUI IDENGAKU ZASSHI. THE JAPANESE JOURNAL OF HUMAN GENETICS 1988; 33:445-50. [PMID: 3251078 DOI: 10.1007/bf01897785] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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Dewald G, Nakagawa H, Tokunaga K, Ishibashi Y, Omoto K. Properdin factor B allotypes in Japanese patients with psoriasis. J Dermatol 1987; 14:233-6. [PMID: 3312341 DOI: 10.1111/j.1346-8138.1987.tb03566.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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Dalmasso AP. Complement in the pathophysiology and diagnosis of human diseases. Crit Rev Clin Lab Sci 1986; 24:123-83. [PMID: 2971510 DOI: 10.3109/10408368609110272] [Citation(s) in RCA: 49] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Complement is a humoral effector system composed of 21 plasma proteins that was identified initially because of its cytolytic effects. In addition to cytolysis, complement has a number of different functions related to inflammatory and other host defense processes. The description of the reaction mechanism includes: (1) activation of the classical pathway through recognition of IgG and IgM antibodies by C1q, (2) activation of the alternative pathway which is usually achieved without participation of immunoglobulins, (3) generation of proteolytic enzymes composed of heteropolymers that cleave certain precursor proteins, (4) formation of the membrane attack complex (MAC), and (5) participation of control mechanisms. Methodologies for studying protein concentration and functional activities of complement components include not only the classical hemolytic techniques but also the extremely sensitive new radioimmunoassays and enzyme immunoassays for measuring the products of complement activation that are generated in vivo. Examples of genetically controlled complement deficiencies have been published for most complement components. The symptomatology of some of these patients serves to emphasize the protective role of complement. Acquired deficiencies are significant not only as laboratory aids in diagnosis and to evaluate the course of certain diseases, but also to indicate possible pathogenic disease mechanisms. Recently, it has been recognized that the complement proteins with genes located in the HLA region are polymorphic. Certain variants of proteins C2, C4, and factor B occur with higher frequencies in certain diseases than in the general population, which appears to be of great practical importance in laboratory medicine.
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Affiliation(s)
- A P Dalmasso
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis
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Abstract
The extent of the C2 locus in the HLA class III region has been determined by Southern blotting techniques and by DNA sequence analysis. The gene is 18 kb in length and therefore provides a marked contrast to the adjacent factor B gene of 6 kb. A novel restriction fragment length polymorphism (RFLP) has been identified using the endonuclease Sst I and a genomic probe derived from the 5' region of the C2 gene. Four variants have been detected in a sample of unrelated individuals with haplotypes carrying the C2C allele. Further analysis using C2 and factor B cDNA probes has determined the relationship between this and the other RFLPs previously identified in this region of the genome. Together, the three polymorphisms identified so far make the subdivision of previously indistinguishable haplotypes possible. They therefore constitute a series of markers which increase the resolution of genetic variation in the C2 locus and they may be important in studies of diseases associated with this region of the major histocompatibility complex.
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Abstract
This review summarises our current knowledge of the genetic organisation, structure and polymorphism of the loci for the complement proteins, C2 and Factor B--class III gene products of the major histocompatibility complex. cDNA probes specific for C2 and Factor B have been used to screen cosmid libraries of human genomic DNA, and this has allowed isolation and characterisation of the corresponding genes. Southern blot analysis of the cosmid clones and of uncloned genomic DNA has shown that there are single C2 and Factor B loci that are less than 500 bp apart. Molecular mapping has revealed that the C2 gene spans approximately 18 kb of DNA. This is in marked contrast to the Factor B gene which is 6 kb in length. The entire gene structure of the Factor B gene has been determined and the interesting features of this gene which have emerged from an examination of the intron-exon boundaries are discussed. C2 and Factor B are polymorphic and structural variants have been detected by differences in charge. The degree of polymorphism at the C2 and Factor B loci has been examined by Southern blot analysis of restriction digests of genomic DNA. Three DNA polymorphisms have been identified in the C2 gene. These polymorphisms subdivide the common allelic variant of C2 (C2C) and reveal that there is much greater variability at the C2 locus than that detected by protein typing. It is suggested that these DNA polymorphisms may serve as useful markers in the genetic analysis of diseases that are related to the major histocompatibility complex.
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Cross SJ, Edwards JH, Bentley DR, Campbell RD. DNA polymorphism of the C2 and factor B genes. Detection of a restriction fragment length polymorphism which subdivides haplotypes carrying the C2C and factor B F alleles. Immunogenetics 1985; 21:39-48. [PMID: 2981769 DOI: 10.1007/bf00372240] [Citation(s) in RCA: 36] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Factor B and the second component of complement (C2) in man are encoded within the major histocompatibility complex by single loci that are less than 1 kb apart. A 2.3 kb factor B-specific cDNA probe has been used to examine, by Southern blot analysis, the genomic DNA of individuals typed for C2 and factor B by protein electrophoresis. We have identified a restriction fragment length polymorphism using the endonuclease Taq I, which subdivides haplotypes carrying both the common variant of C2 (C2C) and the fast (F) variant of factor B. This DNA polymorphism has been mapped to lie in the C2 gene and represents a new genetic marker not defined by protein electrophoresis. This polymorphism may serve as a useful marker in the genetic analysis of diseases that are related to the major histocompatibility complex.
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