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Praditsap O, Ahsan NF, Nettuwakul C, Sawasdee N, Sritippayawan S, Yenchitsomanus PT, Rungroj N. Whole exome sequencing reveals heparan sulfate proteoglycan 2 (HSPG2) as a potential causative gene for kidney stone disease in a Thai family. Urolithiasis 2024; 53:7. [PMID: 39680213 DOI: 10.1007/s00240-024-01674-0] [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: 08/06/2024] [Accepted: 11/27/2024] [Indexed: 12/17/2024]
Abstract
Kidney stone disease (KSD) is a prevalent and complex condition, with an incidence of 85 cases per 100,000 individuals in Thailand. Notably, over 40% of cases are concentrated in the northeastern region, indicating a potential genetic influence, which is supported by genetic mutations reported in several families by our research group. Despite this, the genetic basis of KSD remains largely unknown for many Thai families. This study aimed to identify the genetic mutation responsible for KSD in a specific Thai family, the UBRS131 family, which includes four affected individuals. Whole exome sequencing was performed, and variant filtering using the VarCards2 program identified 10 potentially causative mutations across 9 genes. These mutations were subjected to segregation analysis among family members and screened in 180 control and 179 case samples using real-time PCR-HRM or PCR-RFLP techniques. Prioritization of these variants using GeneDistiller identified the p.Asp775Glu mutation in the heparan sulfate proteoglycan 2 (HSPG2) gene as the likely causative mutation for KSD in this family. The Asp775 residue is highly conserved across vertebrates, and structural analysis suggests that the Glu775 substitution may disrupt the formation of two crucial hydrogen bonds, potentially altering the mutant protein's configuration. Immunohistochemistry confirmed the presence of perlecan (HSPG2 protein) in the proximal tubules in nephrons. These findings highlight the significant role of the HSPG2 gene in familial KSD within this study family.
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Affiliation(s)
- Oranud Praditsap
- Division of Molecular Medicine, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Nawara Faiza Ahsan
- Division of Molecular Medicine, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Immunology Graduate Program, Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Choochai Nettuwakul
- Division of Molecular Medicine, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Nunghathai Sawasdee
- Division of Molecular Medicine, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Suchai Sritippayawan
- Division of Nephrology, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Pa-Thai Yenchitsomanus
- Division of Molecular Medicine, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Nanyawan Rungroj
- Siriraj Genomics, Office of the Dean, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.
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Ganekal P, Vastrad B, Vastrad C, Kotrashetti S. Identification of biomarkers, pathways, and potential therapeutic targets for heart failure using next-generation sequencing data and bioinformatics analysis. Ther Adv Cardiovasc Dis 2023; 17:17539447231168471. [PMID: 37092838 PMCID: PMC10134165 DOI: 10.1177/17539447231168471] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/25/2023] Open
Abstract
BACKGROUND Heart failure (HF) is the most common cardiovascular diseases and the leading cause of cardiovascular diseases related deaths. Increasing molecular targets have been discovered for HF prognosis and therapy. However, there is still an urgent need to identify novel biomarkers. Therefore, we evaluated biomarkers that might aid the diagnosis and treatment of HF. METHODS We searched next-generation sequencing (NGS) dataset (GSE161472) and identified differentially expressed genes (DEGs) by comparing 47 HF samples and 37 normal control samples using limma in R package. Gene ontology (GO) and pathway enrichment analyses of the DEGs were performed using the g: Profiler database. The protein-protein interaction (PPI) network was plotted with Human Integrated Protein-Protein Interaction rEference (HiPPIE) and visualized using Cytoscape. Module analysis of the PPI network was done using PEWCC1. Then, miRNA-hub gene regulatory network and TF-hub gene regulatory network were constructed by Cytoscape software. Finally, we performed receiver operating characteristic (ROC) curve analysis to predict the diagnostic effectiveness of the hub genes. RESULTS A total of 930 DEGs, 464 upregulated genes and 466 downregulated genes, were identified in HF. GO and REACTOME pathway enrichment results showed that DEGs mainly enriched in localization, small molecule metabolic process, SARS-CoV infections, and the citric acid tricarboxylic acid (TCA) cycle and respiratory electron transport. After combining the results of the PPI network miRNA-hub gene regulatory network and TF-hub gene regulatory network, 10 hub genes were selected, including heat shock protein 90 alpha family class A member 1 (HSP90AA1), arrestin beta 2 (ARRB2), myosin heavy chain 9 (MYH9), heat shock protein 90 alpha family class B member 1 (HSP90AB1), filamin A (FLNA), epidermal growth factor receptor (EGFR), phosphoinositide-3-kinase regulatory subunit 1 (PIK3R1), cullin 4A (CUL4A), YEATS domain containing 4 (YEATS4), and lysine acetyltransferase 2B (KAT2B). CONCLUSIONS This discovery-driven study might be useful to provide a novel insight into the diagnosis and treatment of HF. However, more experiments are needed in the future to investigate the functional roles of these genes in HF.
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Affiliation(s)
- Prashanth Ganekal
- Department of General Medicine, Basaveshwara Medical College, Chitradurga, India
| | - Basavaraj Vastrad
- Department of Pharmaceutical Chemistry, K.L.E. College of Pharmacy, Gadag, India
| | - Chanabasayya Vastrad
- Biostatistics and Bioinformatics, Chanabasava Nilaya, #253, Bharthinagar, Dharwad 580001, India
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Martinez JR, Dhawan A, Farach-Carson MC. Modular Proteoglycan Perlecan/ HSPG2: Mutations, Phenotypes, and Functions. Genes (Basel) 2018; 9:E556. [PMID: 30453502 PMCID: PMC6266596 DOI: 10.3390/genes9110556] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 11/06/2018] [Accepted: 11/07/2018] [Indexed: 02/08/2023] Open
Abstract
Heparan sulfate proteoglycan 2 (HSPG2) is an essential, highly conserved gene whose expression influences many developmental processes including the formation of the heart and brain. The gene is widely expressed throughout the musculoskeletal system including cartilage, bone marrow and skeletal muscle. The HSPG2 gene product, perlecan is a multifunctional proteoglycan that preserves the integrity of extracellular matrices, patrols tissue borders, and controls various signaling pathways affecting cellular phenotype. Given HSPG2's expression pattern and its role in so many fundamental processes, it is not surprising that relatively few gene mutations have been identified in viable organisms. Mutations to the perlecan gene are rare, with effects ranging from a relatively mild condition to a more severe and perinatally lethal form. This review will summarize the important studies characterizing mutations and variants of HSPG2 and discuss how these genomic modifications affect expression, function and phenotype. Additionally, this review will describe the clinical findings of reported HSPG2 mutations and their observed phenotypes. Finally, the evolutionary aspects that link gene integrity to function are discussed, including key findings from both in vivo animal studies and in vitro systems. We also hope to facilitate discussion about perlecan/HSPG2 and its role in normal physiology, to explain how mutation can lead to pathology, and to point out how this information can suggest pathways for future mechanistic studies.
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Affiliation(s)
- Jerahme R Martinez
- Department of Mechanical Engineering, University of Delaware, Newark, DE 19716, USA.
| | - Akash Dhawan
- Department of Bioengineering, Rice University, Houston, TX 77005, USA.
- Department of Diagnostic and Biomedical Sciences, University of Texas Health Science Center at Houston, School of Dentistry, Houston, TX 77054, USA.
| | - Mary C Farach-Carson
- Department of Bioengineering, Rice University, Houston, TX 77005, USA.
- Department of Diagnostic and Biomedical Sciences, University of Texas Health Science Center at Houston, School of Dentistry, Houston, TX 77054, USA.
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Stavarachi M, Toma M, Butoianu N, Gavrila L. Preliminary results in a study regarding the relationship between perlecan gene polymorphism and spinal muscular atrophy type I disease. Genet Test Mol Biomarkers 2009; 13:821-4. [PMID: 19839757 DOI: 10.1089/gtmb.2009.0086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Spinal muscular atrophy (SMA) is a neuromuscular disease characterized by weakness and atrophy of proximal muscles. Despite the fact that the disease transmission suggests an autosomal recessive trait, the wide spectrum of clinical manifestations indicates that other genes may contribute to the SMA phenotype. To identify possible modifier genes, the aim of our study was to investigate the relationship between BamH1 perlecan gene polymorphism and SMA type I, the classical severe form of the disease. We genotyped 40 patients with SMA type I disease and 50 subjects without personal or heredo-colateral neuromuscular problems, using the polymerase chain reaction-restriction fragment length polymorphism method. After statistical analysis of the observed genotypes, a significant difference (p = 0.03) could be observed regarding the incidence of TT genotype and T allele in boys with SMA type I compared with affected girls. However, this result cannot be assessed because of the small and unequal number of subjects. We concluded that there might be no association between perlecan gene polymorphism and SMA type I disease.
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Rosenmann H, Meiner Z, Kahana E, Aladjem Z, Friedman G, Ben-Yehuda A, Grenader T, Wertman E, Abramsky O. An association study of a polymorphism in the heparan sulfate proteoglycan gene (perlecan, HSPG2) and Alzheimer's disease. Am J Med Genet B Neuropsychiatr Genet 2004; 128B:123-5. [PMID: 15211644 DOI: 10.1002/ajmg.b.30015] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Accumulating evidence indicates that the heparan-sulfate-proteoglycan (perlecan, HSPG2), as well as other specific proteoglycans, are involved in amyloidogenesis and tau aggregation in Alzheimer's disease (AD). Moreover, the HSPG2 is located on chromosome 1p36, a region of linkage to late-onset AD (LOAD). These two criteria, pathological and positional, make the HSPG2 an interesting candidate for an association with AD. We performed a case-control association study between the common intron 6 BamHI polymorphism at a region of putative heparan-sulfate (HS) attachment sites in the HSPG2 gene and sporadic AD in Jews. No association was detected with AD, neither as a risk factor nor as a modifier gene affecting the age at disease onset and disease progression. In addition, no interactive effect was found with the known risk factor for AD, the apolipoprotein E (APOE) epsilon4. These findings show no evidence for association between HSPG2 intron 6 BamHI polymorphism and AD in our population.
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Affiliation(s)
- Hanna Rosenmann
- Department of Neurology, The Agnes Ginges Center for Human Neurogenetics, Hadassah University Hospital, Jerusalem 91120, Israel.
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Vogl-Willis CA, Edwards IJ. High glucose-induced alterations in subendothelial matrix perlecan leads to increased monocyte binding. Arterioscler Thromb Vasc Biol 2004; 24:858-63. [PMID: 15031130 DOI: 10.1161/01.atv.0000126375.60073.74] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
OBJECTIVE Hyperglycemia is an independent risk factor for cardiovascular disease in diabetic patients, although the link between the two is unknown. These studies were designed to model effects of high glucose on an early event in atherogenesis: the binding of monocytes to subendothelial matrix (SEM). METHODS AND RESULTS SEM was prepared from human aortic endothelial cells (HAECs) and bovine aortic endothelial cells (BAECs) cultured in the presence of low (5 mmol/L) or high (30 mmol/L) glucose for 3 to 5 days. Monocyte binding was significantly higher (P<0.05) to the SEM of both HAEC and BAEC exposed to high glucose. This increase was a result of changes in SEM heparan sulfate proteoglycans (HSPGs). Metabolic radiolabeling of BAEC demonstrated a 24% decrease in [35S]sulfate incorporation into SEM HSPG produced by cells incubated in 30 mmol/L versus 5 mmol/L glucose, whereas no glucose-associated differences were measured in [35S]methionine incorporation into proteoglycans (PGs) or non-PG proteins. Autoradiography revealed 2 high-molecular weight SEM HSPGs. One was a hybrid PG that contained both heparan sulfate and chondroitin sulfate/dermatan sulfate chains. Both PGs were identified by Western blotting as perlecan. CONCLUSIONS These results illustrate that hyperglycemia-induced structural changes in perlecan may result in a SEM that is more favorable to retention of monocytes.
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Affiliation(s)
- Catherine A Vogl-Willis
- Department of Pathology, Wake Forest University School of Medicine, Winston-Salem, NC 27157, USA
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Chou HT, Chen YT, Wu JY, Tsai FJ. Lack of association between perlecan gene intron 6 BamHI polymorphism and risk of mitral valve prolapse in Taiwan Chinese. JAPANESE HEART JOURNAL 2004; 45:109-18. [PMID: 14973356 DOI: 10.1536/jhj.45.109] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Abnormalities of proteoglycan, collagen, and elastic fibers were found in floppy mitral valves. Perlecan is one of the three major classes of heparan sulfate proteoglycans within the cardiovascular system. The role of perlecan genetic variant in mitral valve prolapse (MVP) has not been studied. We therefore performed a case-controlled study investigating the possible relation between the perlecan gene intron 6 BamHI polymorphism and MVP among the Chinese population in Taiwan. We studied 100 patients with MVP diagnosed by echocardiography and 100 age- and sex-matched normal control subjects. The perlecan gene intron 6 BamHI polymorphism was identified by polymerase chain reaction-based restriction analysis. There were no significant differences in either the genotype distribution or allelic frequencies between MVP cases and controls for perlecan gene intron 6 BamHI polymorphism (P = 0.20 and 0.76, respectively). Further categorization of the MVP patients into mild and severe subgroups also revealed no statistical difference from controls for perlecan gene intron 6 BamHI polymorphism. It is concluded that perlecan gene intron 6 BamHI polymorphism is not a suitable genetic marker of MVP in Taiwan Chinese.
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Affiliation(s)
- Hsiang-Tai Chou
- Division of Cardiology, Department of Medicine, China Medical College Hospital, Taichung, Tiawan
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Iivonen S, Helisalmi S, Mannermaa A, Alafuzoff I, Lehtovirta M, Soininen H, Hiltunen M. Heparan sulfate proteoglycan 2 polymorphism in Alzheimer's disease and correlation with neuropathology. Neurosci Lett 2004; 352:146-50. [PMID: 14625044 DOI: 10.1016/j.neulet.2003.08.041] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A genetic association of an intronic single nucleotide polymorphism site of heparan sulfate proteoglycan 2 (HSPG2) with Alzheimer's disease (AD) was investigated among Finnish AD patients (n=213) and controls (n=269). No association of the HSPG2 polymorphism alone was observed with AD. However, an association of HSPG2 A allele with AD was detected in apolipoprotein (APOE) epsilon4 allele carriers. The odds ratio for AD was doubled in subjects carrying both epsilon4 and HSPG2 A alleles (OR=6.6) when compared to subjects with epsilon4 allele alone (OR=3.1). The impact of HSPG2 polymorphism on beta amyloid and tau pathology was studied using immunohistochemistry. Paired helical filament labeling was significantly more pronounced in AD patients carrying both epsilon4 and HSPG A alleles when compared to epsilon4 carriers lacking the HSPG2 A allele. In conclusion, HSPG2 A allele may possess an additive risk effect among the APOE epsilon4 carriers in AD.
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Affiliation(s)
- Susan Iivonen
- Department of Neuroscience and Neurology, University Hospital and University of Kuopio, P.O. Box 1627, 70211, Kuopio, Finland.
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Tang Z, Tracy RP. Candidate genes and confirmed genetic polymorphisms associated with cardiovascular diseases: a tabular assessment. J Thromb Thrombolysis 2001; 11:49-81. [PMID: 11248790 DOI: 10.1023/a:1008956327032] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Z Tang
- Laboratory of Clinical Biochemistry Research, Department of Pathology, University of Vermont, Colchester 05446, USA.
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