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Bhori M, Rastogi V, Tungare K, Marar T. A review on interplay between obesity, lipoprotein profile and nutrigenetics with selected candidate marker genes of type 2 diabetes mellitus. Mol Biol Rep 2021; 49:687-703. [PMID: 34669123 DOI: 10.1007/s11033-021-06837-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 10/12/2021] [Indexed: 12/06/2022]
Abstract
BACKGROUND Type 2 diabetes mellitus, a rapidly growing epidemic, and its frequently related complications demand global attention. The two factors commonly attributed to the epidemic are genetic factors and environmental factors. Studies indicate that the genetic makeup at an individual level and the environmental aspects influence the occurrence of the disease. However, there is insufficiency in understanding the mechanisms through which the gene mutations and environmental components individually lead to T2DM. Also, discrepancies have often been noted in the association of gene variants and type 2 diabetes when the gene factor is examined as a sole attribute to the disease. STUDY In this review initially, we have focused on the proposed ways through which CAPN10, FABP2, GLUT2, TCF7L2, and ENPP1 variants lead to T2DM along with the inconsistencies observed in the gene-disease association. The article also emphasizes on obesity, lipoprotein profile, and nutrition as environmental factors and how they lead to T2DM. Finally, the main objective is explored, the environment-gene-disease association i.e. the influence of each environmental factor on the aforementioned specific gene-T2DM relationship to understand if the disease-causing capability of the gene variants is exacerbated by environmental influences. CONCLUSION We found that environmental factors may influence the gene-disease relationship. Reciprocally, the genetic factors may alter the environment-disease relationship. To precisely conclude that the two factors act synergistically to lead to T2DM, more attention has to be paid to the combined influence of the genetic variants and environmental factors on T2DM occurrence instead of studying the influence of the factors separately.
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Affiliation(s)
- Mustansir Bhori
- School of Biotechnology and Bioinformatics, D. Y. Patil Deemed To Be University, Navi Mumbai, 400614, India
| | - Varuni Rastogi
- School of Biotechnology and Bioinformatics, D. Y. Patil Deemed To Be University, Navi Mumbai, 400614, India
| | - Kanchanlata Tungare
- School of Biotechnology and Bioinformatics, D. Y. Patil Deemed To Be University, Navi Mumbai, 400614, India.
| | - Thankamani Marar
- School of Biotechnology and Bioinformatics, D. Y. Patil Deemed To Be University, Navi Mumbai, 400614, India
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Albegali AA, Shahzad M, Ullah MI, Mahmood S, Rashid M. Association of genetic polymorphism of PC-1 gene (rs1044498 Lys121Gln) with insulin-resistant type 2 diabetes mellitus in Punjabi Population of Pakistan. Mol Genet Genomic Med 2019; 7:e775. [PMID: 31250990 PMCID: PMC6687647 DOI: 10.1002/mgg3.775] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 04/21/2019] [Accepted: 04/22/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Insulin resistance (IR), known to reduce the response to insulin action, develops with obesity leading to type 2 diabetes mellitus (T2DM). The PC-1 gene has been associated with dyslipidemia, polycystic ovarian disease and T2DM in different regions of the world. The objective of the present study was to investigate the genetic association of PC-1 rs1044498 polymorphism with insulin resistance in type 2 diabetes in the Punjabi population of Pakistan. METHODS This study was carried out on 161 healthy controls and 161 patients of T2DM with insulin resistance. Whole blood was collected for DNA extraction and molecular studies. PCR-RFLP with AvaII was performed to determine the genotype in cases and controls. Chi-square and Hardy Weinberg analyses were carried out. Statistical analysis was performed by SPSS software. RESULTS The demographic data of cases and controls showed significant differences for different parameters like glucose, insulin, Homeostatic model assessment-insulin resistance (HOMA-IR) and lipid profiles (p < 0.000). Different statistical models revealed that all the dominant models were found associated in between alleles for disease risk (p < 0.001) while no association of PC-1 rs1044498 (K121Q) polymorphism was found with insulin-resistant parameters in T2DM cases. CONCLUSION Overall, the results indicate that the K121Q polymorphism was not found associated with insulin resistance in type 2 diabetes in a Pakistani Punjabi population. This is the first-ever report about the genotype of PC-1 gene in this population.
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Affiliation(s)
| | - Muhammad Shahzad
- Department of Pharmacology, University of Health Sciences, Lahore, Pakistan
| | - Muhammad Ikram Ullah
- Department of Clinical Laboratory Sciences, Jouf University, Sakaka, Saudi Arabia
| | - Saqib Mahmood
- Department of Human Genetics, University of Health Sciences, Lahore, Pakistan
| | - Maryam Rashid
- Department of Pharmacology, University of Health Sciences, Lahore, Pakistan
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K121Q variant in ENPP1 gene is associated with T2DM in the Egyptian population. Int J Diabetes Dev Ctries 2018. [DOI: 10.1007/s13410-018-0609-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/06/2022] Open
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Di JY, Dai ML, Zhang ZX. ENPP1 K121Q (rs1044498 C > A) genetic polymorphism confers a high risk of susceptibility to coronary heart disease: A PRISMA-compliant article. Medicine (Baltimore) 2018; 97:e11236. [PMID: 29979387 PMCID: PMC6076073 DOI: 10.1097/md.0000000000011236] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Previous studies suggested an association between K121Q (rs1044498 C > A) in ecto-nucleotide pyrophosphatase phosphodiesterase 1 (ENPP1) gene and the risk of coronary heart disease (CHD), but the results have been inconsistent. In this study, we performed a meta-analysis of several trials to systematically summarize their potential association. METHODS Relevant articles were identified by searching electronic databases for studies published prior to March 2018. We carefully reviewed published studies on ENPP1 genetic polymorphism in relation to CHD susceptibility. The data extracted from selected high-quality studies were analyzed using STATA statistical software (StataCorp LP, College Station, TX, USA). RESULTS Nine eligible studies which contained a combined total of 1547 CHD cases and 2213 healthy controls were chosen in the present meta-analysis. Our results indicated that K121Q strongly correlated with increased risk of CHD. The subgroup analysis on race, sample source, disease type, sex, age, and genotype showed that in Caucasians, K121Q strongly correlated with increased risk of CHD, but no difference was found in Chinese. Both single factor and multiple factor regression showed that race, sample origin, disease type, sex, age, and genotype were not the source of heterogeneity. CONCLUSIONS Our meta-analysis revealed that the K121Q (rs1044498 C > A) in the ENPP1 gene is a risk factor for CHD.
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Affiliation(s)
- Jia-Yin Di
- Clinical Laboratory, Department of Outpatient, Huzhou University
| | - Meng-Lu Dai
- Department of Clinical Laboratory, Huzhou Central Hospital, Huzhou, P.R. China
| | - Zong-Xin Zhang
- Department of Clinical Laboratory, Huzhou Central Hospital, Huzhou, P.R. China
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Hsiao TJ, Lin E. The ENPP1 K121Q polymorphism is associated with type 2 diabetes and related metabolic phenotypes in a Taiwanese population. Mol Cell Endocrinol 2016; 433:20-5. [PMID: 27238374 DOI: 10.1016/j.mce.2016.05.020] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Revised: 05/25/2016] [Accepted: 05/25/2016] [Indexed: 12/19/2022]
Abstract
Increased risk of developing type 2 diabetes (T2D) has been associated with a single nucleotide polymorphism (SNP), rs1044498 (K121Q), in the ectonucleotide pyrophosphatase/phosphodiesterase 1 (ENPP1) gene, but this association is unclear among Asians. In this replication study, we reassessed whether the ENPP1 rs1044498 SNP is associated with T2D, obesity, and T2D/obesity-related metabolic traits in a Taiwanese population. A total of 1513 Taiwanese subjects were assessed in this study. The ENPP1 rs1044498 SNP was genotyped by the Taqman assay. T2D/Obesity-related quantitative traits, such as waist circumference and fasting glucose, were measured. Our data showed a significant association of the ENPP1 rs1044498 SNP with T2D (P < 0.001) among the subjects. Moreover, the ENPP1 rs1044498 SNP was significantly associated with T2D/obesity-related metabolic traits, such as waist circumference (P = 0.002) and fasting glucose (P < 0.001), among the subjects. However, we found no association of ENPP1 rs1044498 with obesity (BMI ≧ 27 kg/m(2)). Our study indicates that the ENPP1 rs1044498 SNP is associated with T2D, waist circumference, and fasting glucose in Taiwanese subjects.
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Affiliation(s)
- Tun-Jen Hsiao
- College of Public Health and Nutrition, Taipei Medical University, Taipei, Taiwan, ROC
| | - Eugene Lin
- Institute of Clinical Medical Science, China Medical University, Taichung, Taiwan, ROC; Vita Genomics, Inc., Taipei, Taiwan, ROC; TickleFish Systems Corporation, Seattle, USA.
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Zhang H, Yang L, Feng Q, Fan Y, Zheng H, He Y. Association between VKORC1 gene polymorphisms and ischemic cerebrovascular disease in Chinese Han population. J Mol Neurosci 2014; 53:166-70. [PMID: 24535562 DOI: 10.1007/s12031-014-0259-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2013] [Accepted: 02/06/2014] [Indexed: 10/25/2022]
Abstract
The vitamin K epoxide reductase subunit 1 gene (VKORC1) plays a key role in vitamin K recycling, and there is a close association between VKORC1 gene single-nucleotide polymorphisms (SNPs) and the required dose of warfarin, an anticoagulant. However, the association between VKORC1 SNPs and ischemic cerebrovascular disease (ICVD) has not been defined. This case-control study involved 370 patients with ICVD and 408 healthy individuals (controls) from Chinese Han population. Two VKORC1 gene SNPs (1639A/G and 1173T/C) were genotyped by PCR-RFLP method. The G allele frequencies of the 1639A/G locus and C allele frequencies of the 1173T/C locus were higher in the ICVD group than in the control group (p = 0.014 and p = 0.008, respectively). Haplotype analysis showed that 1639G-1173C was associated with an increased risk of ICVD (odds ratio (OR) = 1.163, 95 % confidence interval (CI) = 1.137~2.288), while 1639A-1173T was associated with decreased risk of ICVD (OR = 0.620, 95 % CI = 0.437~0.880). Our findings suggested that individuals carrying the 1639G or 1173C allele might be at increased risk for ICVD. Furthermore, the 1639G-1173C haplotype was a risk factor for ICVD, and 1639A-1173T was a protective factor in Chinese Han population.
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Affiliation(s)
- Hua Zhang
- Department of Cell Biology & Medical Genetics, Basic Medical College of Zhengzhou University, Zhengzhou, 450052, China
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Tang ST, Shen XR, Tang HQ, Wang CJ, Wei W, Zhang Q, Wang Y. Association of the ENPP1 K121Q polymorphism with susceptibility to type 2 diabetes in different populations: evidence based on 40 studies. Endocr J 2014; 61:1093-103. [PMID: 25109753 DOI: 10.1507/endocrj.ej14-0272] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
The K121Q gene polymorphism of ectoenzyme nucleotide pyrophosphate phosphodiesterase 1(ENPP1) has been widely investigated, however, results have been somewhat conflicting. The aim of this meta-analysis was to establish a precise estimation of the association between ENPP1 gene polymorphisms and type 2 diabetes (T2D). A literature search in PubMed, Embase, Cochrane Library and China Biology Medicine (CBM) databases was conducted on publications published prior to November 21(st), 2013. The combined odds ratio (OR) with 95% confidence intervals (95% CI) was calculated to estimate the strength of the association using a random-effects/fixed-effects model. Statistical analyses were performed using the STATA 11.0 software. For the overall population, there was a significant association between ENPP1 gene polymorphisms and T2D when comparing the Q allele versus K allele (OR = 1.29, 95% CI 1.16-1.44, p = 0.000). Considering diverse ethnic groups, effect sizes were consistent for patients of Caucasian and Asian descent (OR = 1.20, 95% CI = 1.08-1.33 and OR = 1.47, 95% CI = 1.15-1.89, respectively); however, effect size was not consistent for those of African descent. Under other models of inheritance, significant associations were also observed. Sensitivity analyses did not leading to differing he results. In summary, the Q allele of the ENPP1 K121Q gene may contribute to the susceptibility for T2D in Caucasians and Asians.
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Affiliation(s)
- Song-Tao Tang
- Department of Endocrinology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
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Shaker OG, Ismail MF. Association of Genetic Variants of MTHFR, ENPP1, and ADIPOQ with Myocardial Infarction in Egyptian Patients. Cell Biochem Biophys 2013; 69:265-74. [DOI: 10.1007/s12013-013-9794-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Chang YH, Lin KC, Chang DM, Hsieh CH, Lee YJ. Paradoxical negative HDL cholesterol response to atorvastatin and simvastatin treatment in Chinese type 2 diabetic patients. Rev Diabet Stud 2013; 10:213-22. [PMID: 24380094 DOI: 10.1900/rds.2013.10.213] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVES There is extensive but controversial evidence on the diverse effects of statins on the level of high-density lipoprotein cholesterol (HDL-C). Some of these effects may limit the benefits of statins in terms of cardiovascular risk reduction. To identify the conditions for beneficial effects, this study investigated the response to atorvastatin and simvastatin treatment in type 2 diabetic patients with elevated low-density lipoprotein cholesterol (LDL-C). METHODS 2,872 subjects with type 2 diabetes from a disease management program were investigated. Patients with LDL-C ≥130 mg/dl or total cholesterol ≥200 mg/dl were put onto statin therapy by the National Health Insurance system in Taiwan. RESULTS 1,080 patients who completed 1 year of statin treatment were analyzed. There were significant reductions in LDL-C in both the atorvastatin (37.1%) and simvastatin (34.3%) group after one year of treatment compared with baseline levels. Unexpectedly, the majority of diabetic patients who received atorvastatin or simvastatin did not show an increase in HDL-C levels. 59.8% of patients had a significant HDL-C reduction (ΔHDL-C ≤ -3%) after atorvastatin treatment. Multivariate logistic regression analysis showed that the following patients were at higher risk of HDL-C reduction after 12 months: (i) patients in whom statin therapy was initiated aged <65 years and who had a BMI ≥24 kg/m(2), (ii) male patients with a baseline HDL-C >40 mg/dl, and (iii) female patients with a baseline HDL-C >50 mg/dl. However, diabetic patients with severe atherogenic dyslipidemia (LDL-C ≥130, TG ≥204, and HDL-C ≤34 mg/dl) obtained more benefits in terms of HDL-C change after statin therapy. CONCLUSIONS Diabetic patients, except those with severe atherogenic dyslipidemia, are prone to a decrease in serum HDL-C level after statin treatment, particularly after atorvastatin treatment.
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Affiliation(s)
| | | | | | - Chang-Hsun Hsieh
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Defense Medical Center, Tri-Service General Hospital, Taipei, Taiwan
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Li YY. ENPP1 K121Q polymorphism and type 2 diabetes mellitus in the Chinese population: a meta-analysis including 11,855 subjects. Metabolism 2012; 61:625-33. [PMID: 22136912 DOI: 10.1016/j.metabol.2011.10.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2011] [Revised: 09/21/2011] [Accepted: 10/05/2011] [Indexed: 12/27/2022]
Abstract
Ectoenzyme nucleotide pyrophosphate phosphodiesterase 1 (ENPP1) K121Q gene polymorphism has been suggested to be associated with the increased risk of developing type 2 diabetes mellitus (T2D), but relevant research results are still contradictory. To explore the relationship between ENPP1 K121Q gene polymorphism and T2D in the Chinese population, a meta-analysis was performed. Fourteen independent studies involving 11 855 subjects were retrieved from electronic databases. The pooled odds ratio (ORs) for the distribution of Q allele frequency of the ENPP1 K121Q gene and its corresponding 95% confidence interval (95% CI) were assessed using a random-effects model. Under an allelic model of inheritance, the distribution of Q allele frequency was 0.107 for the T2D group and 0.093 for the control group. The pooled OR for the distribution of Q allele frequency of ENPP1 K121Q gene was 1.29 (95% CI, 1.09-1.53; P(heterogeneity) = .006; I(2) = 55.6%). There was a significant association between ENPP1 K121Q gene polymorphism and T2D in the Chinese population (P = .003). Under a dominant model of inheritance, the KQ + QQ/KK value was 0.259 for the T2D group and 0.220 for the control group. The pooled OR for the KQ + QQ/KK value was 1.51 (95% CI, 1.20-1.91; P(heterogeneity) < .0001; I(2) = 71.8%). The association between ENPP1 K121Q gene polymorphism and T2D in the Chinese population followed a dominant model of inheritance (P = .0005). In the Chinese population, the ENPP1 K121Q gene polymorphism was implied to be involved with T2D susceptibility. People with the Q allele of the ENPP1 K121Q gene might be predisposed to T2D.
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Affiliation(s)
- Yan-yan Li
- Department of Geriatrics, First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China.
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Shi X, Wang L, Jin F, Sun J, Sun L, Tang L, Yang Z. The ENPP1 K121Q polymorphism is not associated with type 2 diabetes in northern Chinese. Acta Diabetol 2011; 48:303-310. [PMID: 21452007 DOI: 10.1007/s00592-011-0281-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2011] [Accepted: 03/15/2011] [Indexed: 01/07/2023]
Abstract
The K121Q polymorphism of the ectoenzyme nucleotide pyrophosphate phosphodiesterase 1 (ENPP1) gene has been studied in relation to insulin resistance, type 2 diabetes, and obesity, and conflicting results were observed in various populations. The purpose of the present study was to investigate the prevalence of K121Q polymorphism of ENPP1 gene and to clarify whether this polymorphism is associated with type 2 diabetes susceptibility in northern Chinese population. We studied the association of the ENPP1 K121Q polymorphism with type 2 diabetes (T2D) in 639 unrelated patients and 885 control subjects with normal glucose tolerance of northern China. The patients were diagnosed in accordance with the guidelines of the American Diabetes Association (ADA). Genotypes were determined by the polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) method. The distribution of KK, KQ, and QQ genotypes among patients was 79.5, 19.2, and 1.3%, similar to that of the control group (79.2, 20.1, and 0.7%). After readjusting for the confounding effects of age, gender, and BMI, no significant effect of genotypes on T2D was found for any of the genetic models tested (recessive model, dominant model, or additive model). All clinical characteristics tested were similar among the different genotypes, and no significant associations were observed both in T2D patients and in controls. When subgroup analyses of T2D patients and non-diabetic controls were stratified according to BMI and waist circumference, the variant was still not associated with T2D. The results showed that the ENPP1 K121Q polymorphism is not associated with genetic susceptibility of type 2 diabetes in the northern Chinese population.
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Affiliation(s)
- Xiaohong Shi
- Key Laboratory of Geriatrics, Institute of Geriatrics, Beijing Hospital, Ministry of Health, Beijing, 100730, China.
| | - Li Wang
- Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Feng Jin
- Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Junfeng Sun
- Key Laboratory of Geriatrics, Institute of Geriatrics, Beijing Hospital, Ministry of Health, Beijing, 100730, China
| | - Liang Sun
- Key Laboratory of Geriatrics, Institute of Geriatrics, Beijing Hospital, Ministry of Health, Beijing, 100730, China
| | - Lei Tang
- Key Laboratory of Geriatrics, Institute of Geriatrics, Beijing Hospital, Ministry of Health, Beijing, 100730, China
| | - Ze Yang
- Key Laboratory of Geriatrics, Institute of Geriatrics, Beijing Hospital, Ministry of Health, Beijing, 100730, China.
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Bacci S, Rizza S, Prudente S, Spoto B, Powers C, Facciorusso A, Pacilli A, Lauro D, Testa A, Zhang YY, Di Stolfo G, Mallamaci F, Tripepi G, Xu R, Mangiacotti D, Aucella F, Lauro R, Gervino EV, Hauser TH, Copetti M, De Cosmo S, Pellegrini F, Zoccali C, Federici M, Doria A, Trischitta V. The ENPP1 Q121 variant predicts major cardiovascular events in high-risk individuals: evidence for interaction with obesity in diabetic patients. Diabetes 2011; 60:1000-7. [PMID: 21282363 PMCID: PMC3046818 DOI: 10.2337/db10-1300] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
OBJECTIVE Insulin resistance (IR) and cardiovascular disease may share a common genetic background. We investigated the role of IR-associated ENPP1 K121Q polymorphism (rs1044498) on cardiovascular disease in high-risk individuals. RESEARCH DESIGN AND METHODS A prospective study (average follow-up, 37 months) was conducted for major cardiovascular events (myocardial infarction [MI], stroke, cardiovascular death) from the Gargano Heart Study (GHS; n = 330 with type 2 diabetes and coronary artery disease), the Tor Vergata Atherosclerosis Study (TVAS; n = 141 who had MI), and the Cardiovascular Risk Extended Evaluation in Dialysis (CREED) database (n = 266 with end-stage renal disease). Age at MI was investigated in cross-sectional studies of 339 type 2 diabetic patients (n = 169 from Italy, n = 170 from the U.S.). RESULTS Incidence of cardiovascular events per 100 person--years was 4.2 in GHS, 10.8 in TVAS, and 11.7 in CREED. Hazard ratios (HRs) for KQ+QQ versus individuals carrying the K121/K121 genotype (KK) individuals were 1.47 (95% CI 0.80-2.70) in GHS, 2.31 (95% CI 1.22-4.34) in TVAS, and 1.36 (95% CI 0.88-2.10) in CREED, and 1.56 (95% CI 1.15-2.12) in the three cohorts combined. In the 395 diabetic patients, the Q121 variant predicted cardiovascular events among obese but not among nonobese individuals (HR 5.94 vs. 0.62, P = 0.003 for interaction). A similar synergism was observed in cross-sectional studies, with age at MI being 3 years younger in Q121 carriers than in KK homozygotes among obese but not among nonobese patients (P = 0.035 for interaction). CONCLUSIONS The ENPP1 K121Q polymorphism is an independent predictor of major cardiovascular events in high-risk individuals. In type 2 diabetes, this effect is exacerbated by obesity. Future larger studies are needed to confirm our finding.
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Affiliation(s)
- Simonetta Bacci
- Unit of Endocrinology, IRCCS Casa Sollievo della Sofferenza San Giovanni Rotondo, Italy
| | - Stefano Rizza
- Department of Internal Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Sabrina Prudente
- Mendel Laboratory, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Belinda Spoto
- CNR-IBIM, Research Unit of Clinical Epidemiology and Physiopathology of Renal Disease and Hypertension, Reggio Calabria, Italy
| | - Christine Powers
- Research Division, Joslin Diabetes Center, Boston, Massachusetts
| | - Antonio Facciorusso
- Unit of Cardiology, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Antonio Pacilli
- Unit of Endocrinology, IRCCS Casa Sollievo della Sofferenza San Giovanni Rotondo, Italy
| | - Davide Lauro
- Department of Internal Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Alessandra Testa
- CNR-IBIM, Research Unit of Clinical Epidemiology and Physiopathology of Renal Disease and Hypertension, Reggio Calabria, Italy
| | - Yuan-Yuan Zhang
- Research Division, Joslin Diabetes Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Giuseppe Di Stolfo
- Unit of Cardiology, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Francesca Mallamaci
- CNR-IBIM, Research Unit of Clinical Epidemiology and Physiopathology of Renal Disease and Hypertension, Reggio Calabria, Italy
| | - Giovanni Tripepi
- CNR-IBIM, Research Unit of Clinical Epidemiology and Physiopathology of Renal Disease and Hypertension, Reggio Calabria, Italy
| | - Rui Xu
- Research Division, Joslin Diabetes Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Davide Mangiacotti
- Research Unit of Diabetes and Endocrine Diseases, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Filippo Aucella
- Unit of Nephrology and Dialysis, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Renato Lauro
- Department of Internal Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Ernest V. Gervino
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
- Cardiovascular Division, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Thomas H. Hauser
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
- Cardiovascular Division, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Massimiliano Copetti
- Unit of Biostatistics, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Salvatore De Cosmo
- Unit of Endocrinology, IRCCS Casa Sollievo della Sofferenza San Giovanni Rotondo, Italy
| | - Fabio Pellegrini
- Unit of Biostatistics, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
- Department of Clinical Pharmacology and Epidemiology, Consorzio Mario Negri Sud, Chieti, Italy
| | - Carmine Zoccali
- CNR-IBIM, Research Unit of Clinical Epidemiology and Physiopathology of Renal Disease and Hypertension, Reggio Calabria, Italy
| | - Massimo Federici
- Department of Internal Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Alessandro Doria
- Research Division, Joslin Diabetes Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Vincenzo Trischitta
- Research Unit of Diabetes and Endocrine Diseases, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
- Department of Experimental Medicine, ‘Sapienza’ University, Rome, Italy
- Corresponding author: Vincenzo Trischitta,
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Saberi H, Mohammadtaghvaei N, Gulkho S, Bakhtiyari S, Mohammadi M, Hanachi P, Gerayesh-nejad S, Zargari M, Ataei F, Parvaneh L, Larijani B, Meshkani R. The ENPP1 K121Q polymorphism is not associated with type 2 diabetes and related metabolic traits in an Iranian population. Mol Cell Biochem 2010; 350:113-8. [DOI: 10.1007/s11010-010-0687-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2010] [Accepted: 12/02/2010] [Indexed: 02/06/2023]
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Jeong DJ, Lee DG, Kim HJ, Cho EH, Kim SW. ENPP1 K121Q Genotype Not Associated with Coronary Artery Calcification in Korean Patients with Type 2 Diabetes Mellitus. KOREAN DIABETES JOURNAL 2010; 34:320-6. [PMID: 21076580 PMCID: PMC2972492 DOI: 10.4093/kdj.2010.34.5.320] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2010] [Accepted: 07/23/2010] [Indexed: 11/26/2022]
Abstract
Background Ectonucleotide pyrophosphatase/phosphodiesterase-1 (ENPP1) generates inorganic pyrophosphate, a solute that serves as an essential physiological inhibitor of calcification. Inactivating mutations of ENPP1 are associated with generalized calcification in infancy and an increased risk of developing type 2 diabetes mellitus (T2DM). We hypothesized that the ENPP1 K121Q variant may be associated with increased coronary artery calcification in T2DM patients. Methods The study subjects were aged 34 to 85 years and showed no evidence of clinical cardiovascular disease prior to recruitment. A total of 140 patients with T2DM were assessed for their coronary artery calcium (CAC) scores and ENPP1 K121Q polymorphisms were identified. Results The prevalence of subjects carrying the KQ genotype was 12.9% (n = 18). There were no 121QQ homozygotes. Patients with the KQ genotype did not show a significantly higher CAC score (122 vs. 18; P = 0.858). We matched each patient with the KQ genotype to a respective control with the KK genotype by gender, age, and duration of diabetes. When compared to matched controls, we observed no significant difference in CAC score (P = 0.959). Conclusions The ENPP1 K121Q polymorphism does not appear to be associated with coronary artery calcification in patients with T2DM.
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Affiliation(s)
- Dae Joon Jeong
- Department of Internal Medicine, Kangwon National University Hospital, Kangwon National University School of Medicine, Chuncheon, Korea
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16
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Zhao T, Liu Z, Zhang D, Liu Y, Yang Y, Zhou D, Chen Z, Yu L, Zhang Z, Feng G, He L, Xu H. The ENPP1 K121Q polymorphism is not associated with type 2 diabetes or obesity in the Chinese Han population. J Hum Genet 2010; 56:12-6. [PMID: 20981035 DOI: 10.1038/jhg.2010.124] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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17
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Association and meta-analysis of ENPP1 K121Q with type 2 diabetes in Han Chinese. YI CHUAN = HEREDITAS 2010; 32:808-16. [DOI: 10.3724/sp.j.1005.2010.00808] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Abstract
Prospective identification of which individuals with diabetes mellitus (DM) are at greatest risk for developing cardiovascular disease (CVD) complications would have considerable public health importance by allowing the allocation of limited resources to be focused on those individuals who would most benefit from aggressive intervention. Over the past 20 years genetic disease association studies have demonstrated that polymorphisms at specific genetic loci may identify those individuals at greatest risk for developing CVD in the setting of DM. This article reviews the evidence accumulated to date on four polymorphic loci with the aim of explaining how these polymorphisms modify the risk for CVD in DM by modifying the functional activity of a specific gene. Use of the knowledge of these genetic differences among individuals in targeting drug therapy (pharmacogenomics) is also discussed.
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Affiliation(s)
- Dan Farbstein
- Technion-Israel Institute of Technology, Haifa, Israel.
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Lee JE, Choi YK, Seo HA, Jeon JH, Jeong JY, Moon SS, Kim JG, Kim BW, Kim SW, Kim JY, Lee IK. Impact of ENPP1 and MMP3 gene polymorphisms on aortic calcification in patients with type 2 diabetes in a Korean population. Diabetes Res Clin Pract 2010; 88:87-96. [PMID: 20092902 DOI: 10.1016/j.diabres.2010.01.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2009] [Revised: 12/17/2009] [Accepted: 01/04/2010] [Indexed: 01/17/2023]
Abstract
AIMS We investigated whether gene polymorphisms of Ecto-nucleotide pyrophosphatase/phosphodiesterase 1 (ENPP1) and matrix metalloproteinase 3 (MMP3) are associated with increased vascular calcification in patients with type 2 diabetes (T2D) and evaluated whether serum MMP3 and osteoprotegerin (OPG) levels are related to calcification. METHODS This study included 464 subjects: 269 patients with T2D and 195 healthy controls in South Korea. We genotyped subjects for four single nucleotide polymorphisms (SNPs): ENPP1 K121Q, ENPP1 A/G+1044TGA, MMP3 -709A>G and MMP3 -1475G>A. The presence or absence of calcifications in the aortic arch was assessed by plain chest radiography. RESULTS The SNPs ENPP1 K121Q and MMP3 -709A>G showed significant associations with T2D (P=0.001 and P=0.004). The SNP ENPP1 K121Q showed a significant association with aortic arch calcification in T2D (P=0.036). Serum OPG levels were significantly higher in T2D patients than in the control group (P<0.001). However, serum MMP3 levels were significantly lower in T2D patients than in the control group (P<0.001). CONCLUSIONS Our study demonstrates that the ENPP1 K121Q and MMP3 -709A>G polymorphisms are associated with T2D, and that the ENPP1 Q allele is associated with increased aortic arch calcification in a Korean population.
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Affiliation(s)
- Jung-Eun Lee
- Department of Internal Medicine, Kyungpook National University School of Medicine, Daegu, South Korea
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Kim HJ, Kong MH, Kim YR, Lee KH, Kang SH, Huh JS, Lee ES, Kim CH. Association of ENPP1K121Q Polymorphism with Metabolic Syndrome. Korean J Fam Med 2010. [DOI: 10.4082/kjfm.2010.31.12.913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Affiliation(s)
- Hyeon-Ju Kim
- Department of Family Medicine, Jeju National Uiversity School of Medicine, Jeju, Korea
| | - Mi-Hee Kong
- Department of Family Medicine, Jeju National Uiversity School of Medicine, Jeju, Korea
| | - Young-Ree Kim
- Department of Laboratory Medicine, Jeju National Uiversity School of Medicine, Jeju, Korea
| | - Keun-Hwa Lee
- Department of Microbiology, Jeju National Uiversity School of Medicine, Jeju, Korea
| | - Sung-Ha Kang
- Department of Laboratory Medicine, Jeju National Uiversity School of Medicine, Jeju, Korea
| | - Jung-Sik Huh
- Department of Urology, Jeju National Uiversity School of Medicine, Jeju, Korea
| | - Eon-Sook Lee
- Department of Family Medicine, Inje University College of Medicine, Seoul, Korea
| | - Cheol-Hwan Kim
- Department of Health Management, Inje Institute of Advanced Studies, Seoul, Korea
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El Achhab Y, Meyre D, Bouatia-Naji N, Berraho M, Deweirder M, Vatin V, Delplanque J, Serhier Z, Lyoussi B, Nejjari C, Froguel P, Chikri M. Association of the ENPP1 K121Q polymorphism with type 2 diabetes and obesity in the Moroccan population. DIABETES & METABOLISM 2009; 35:37-42. [DOI: 10.1016/j.diabet.2008.06.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2008] [Revised: 06/10/2008] [Accepted: 06/24/2008] [Indexed: 01/06/2023]
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Bouhaha R, Meyre D, Kamoun HA, Ennafaa H, Vaillant E, Sassi R, Baroudi T, Vatin V, Froguel P, Elgaaied A, Vaxillaire M. Effect of ENPP1/PC-1-K121Q and PPARgamma-Pro12Ala polymorphisms on the genetic susceptibility to T2D in the Tunisian population. Diabetes Res Clin Pract 2008; 81:278-83. [PMID: 18657335 DOI: 10.1016/j.diabres.2008.06.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2008] [Revised: 06/11/2008] [Accepted: 06/12/2008] [Indexed: 12/17/2022]
Abstract
Diabetes mellitus is the most common chronic metabolic disease. The raising diabetes epidemic is unfolding as an interaction between several environmental factors and a genetic predisposition. The aim of the current study was to evaluate the role of the PPARgamma-Pro12Ala and ENPP1-K121Q polymorphisms on type 2 diabetes (T2D) risk in a case-control study in the Tunisian population. To assess for any association of ENPP1-K121Q and PPARgamma-Pro12Ala polymorphisms with T2D risk, we analysed the genotypic and allelic distributions of each variant in the studied cohort. Our results support that the genetic variation at ENPP1-K121Q predisposes to T2D in the Tunisian population after adjustment on gender, age and BMI status (OR=1.55, 95%CI [1.11-2.16], p=0.007). Conversely, the PPARgamma-Pro12Ala variant seems not to have a significant effect on T2D risk in our Tunisian cohort. However, the minor A-allele would convey protection against overweight in the Tunisian population. In fact, the over weighted subjects showed a significantly lower frequency of A-allele than lean controls (OR=0.49, 95%CI [0.25-0.97], p=0.02). In conclusion, our findings support the hypothesis that ENPP1-121Q is involved in the genetic susceptibility of T2D in the Tunisian population, while the PPARgamma-12Ala allele may confer protection against overweight.
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Affiliation(s)
- R Bouhaha
- Faculty of Sciences of Tunis, Laboratory of Genetics, Immunology and Human Pathologies, 2092 Tunis, Tunisia.
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Valli-Jaakola K, Suviolahti E, Schalin-Jäntti C, Ripatti S, Silander K, Oksanen L, Salomaa V, Peltonen L, Kontula K. Further evidence for the role of ENPP1 in obesity: association with morbid obesity in Finns. Obesity (Silver Spring) 2008; 16:2113-9. [PMID: 18551113 DOI: 10.1038/oby.2008.313] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The aim of this study was to investigate a series of single-nucleotide polymorphisms (SNPs) in the genes MC2R, MC3R, MC4R, MC5R, POMC, and ENPP1 for association with obesity. Twenty-five SNPs (2-7 SNPs/gene) were genotyped in 246 Finns with extreme obesity (BMI > or = 40 kg/m2) and in 481 lean subjects (BMI 20-25 kg/m2). Of the obese subjects, 23% had concomitant type 2 diabetes. SNPs and SNP haplotypes were tested for association with obesity and type 2 diabetes. Allele frequencies differed between obese and lean subjects for two SNPs in the ENPP1 gene, rs1800949 (P = 0.006) and rs943003 (P = 0.0009). These SNPs are part of a haplotype (rs1800949 C-rs943003 A), which was observed more frequently in lean subjects compared to obese subjects (P = 0.0007). Weaker associations were detected between the SNPs rs1541276 in the MC5R, rs1926065 in the MC3R genes and obesity (P = 0.04 and P = 0.03, respectively), and between SNPs rs2236700 in the MC5R, rs2118404 in the POMC, rs943003 in the ENPP1 genes and type 2 diabetes (P = 0.03, P = 0.02 and P = 0.02, respectively); these associations did not, however, remain significant after correction for multiple testing. In conclusion, a previously unexplored ENPP1 haplotype composed of SNPs rs1800949 and rs943003 showed suggestive evidence for association with adult-onset morbid obesity in Finns. In this study, we did not find association between the frequently studied ENPP1 K121Q variant, nor SNPs in the MCR or POMC genes and obesity or type 2 diabetes.
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Affiliation(s)
- Kaisa Valli-Jaakola
- Department of Medicine and Research Program for Molecular Medicine, University of Helsinki, Helsinki, Finland.
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