Original article
Association analysis of genetic variants with metabolic syndrome components in the Moroccan population

https://doi.org/10.1016/j.retram.2017.08.001Get rights and content

Abstract

This study aimed to analyze the association between UBE2E2, G6PC2, PROX1, DUSP9, ADCY5 and APOC3 polymorphisms and the risk of metabolic syndrome (MetS) in Moroccan patients. The study was applied on 316 unrelated individuals from Morocco, 177 MetS patients and 139 controls. The metabolic syndrome was diagnosed according to the International Diabetes Federation (IDF) criteria. All subjects were genotyped for the following polymorphisms: rs7612463 (UBE2E2), rs560887 (G6PC2), rs340874 (PROX1), rs5945326 (DUSP9), rs11708067 (ADCY5) and rs5128 (APOC3) using TaqMan allelic discrimination assay and PCR-RFLP. The rs5128 (APOC3) and rs340874 (PROX1) polymorphisms were found to be significantly associated with susceptibility to MetS (P = 0.003 and P = 0.033, respectively), with odds ratios (ORs) of 4.39 (95% CI = 1.66–11.56) and 2.81 (95% CI = 1.09–7.27), respectively. Two variants presented a tendency to be protector factors against MetS risk: rs5945326 in DUSP9 gene (OR = 0.32; 95% CI = 0.17–0.62;  = 0.001) and rs11708067 in ADCY5 gene (OR = 0.51; 95% CI = 0.28–0.95; P = 0.034). No association was detected between rs7612463 (UBE2E2) and rs560887 (G6PC2) SNPs and MetS increased risk. This study suggests a potential role of rs5128, rs340874, rs5945326 and rs11708067 variants in MetS susceptibility in the Moroccan population.

Introduction

The metabolic syndrome (MetS) is a major public-health problem, it is characterized by a collection of abnormalities ranging from: central obesity, elevated fasting blood glucose concentration and raised blood pressure, to increased triglycerides and reduced high-density lipoprotein (HDL) cholesterol [1].

Many organizations have suggested criteria for the diagnosis of MetS, such as World Health Organisation (WHO), National Cholesterol Education Program-Adult Treatment Panel III (NCEP-ATPIII), European Group for the Study of Insulin Resistance (EGIR), American Association of Clinical Endocrinologists (AACE), American Heart Association/National Heart, Lung, and Blood Institut (AHA/NHLBI) and International Diabetes Federation (IDF) [1], [2], [3], [4]. MetS is a cluster of cardiovascular risk factors; it is highly associated with cardiovascular disease (CVD) and type 2 diabetes (T2D) [5], [6].

The prevalence of MetS is increasing worldwide, it varies between 21% and 38.5% [7], [8], [9]. Among Moroccan women in urban areas, the prevalence of MetS was 17.8% [10]. According to a recent study including 820 patients older than 19 years, the prevalence of MetS among the Moroccan population is 35.73% (18.56% among men and 40.12% among women) [11].

Recently, several genetic variants associated with MetS risk have been identified by genome-wide association studies (GWAS), by targeting multiple genes and loci [12], [13]. However, their involvement in MetS must be replicated in different populations. Among them, several loci, including APOC3, UBE2E2, G6PC2, PROX1, DUSP9 and ADCY5 have been shown to be associated with metabolic syndrome in different ethnic groups.

The APOC3 (apolipoprotein C3), is a 79-amino-acid protein synthesized by liver and intestine, is an important marker of TG-rich lipoproteins levels [14]. The overexpression of the APOC3 gene resulted in higher triglyceride levels [15]. The UBE2E2 gene encodes ubiquitin-conjugating enzyme E2E2, which plays an important role in secretion, keeping normal insulin biosynthesis and signalling in pancreatic beta cells [16], [17]. The G6PC2 (glucose-6-phosphatase catalytic unit 2) is expressed in the cells of pancreatic islets [18] and plays a role in glucoregulation [19]. The PROX1 gene encodes the prospero homeobox protein 1 (60-amino acids), is expressed in liver and strongly correlated with blood vessel development and adipogenesis [20]. The DUSP9 gene, encodes a member of dual-specificity phosphatase 9, with (MKP-4) synonym, mitogen-activated protein kinase phosphatase 4,which plays a central role in controlling insulin [21]. This gene is expressed in different tissues that are sensitive to insulin: liver, adipose and muscle. A study revealed that MKP-4 plays a key role in protecting versus the development of insulin resistance [22], it is associated also with type 2 diabetes (T2D), and cancer [23].

DUSP9 is very influential in polycystic ovary syndrome (PCOS). The location of the gene on the X chromosome and its role in the action of insulin make it an excellent candidate to explain the MetS, obesity and PCOS [24].

The ADCY5 gene, encodes adenylate cyclase 5, the rs11708067 variant within the ADCY5 gene has been shown to be associated with low birth weight, type 2 diabetes, gestational diabetes [25], [26], [27].

This study aimed to analyze the association between polymorphisms located in different genes (APOC3, UBE2E2, G6PC2, PROX1, DUSP9 and ADCY5) and risk of MetS in Moroccan patients.

Section snippets

Study population

In the present study, a total of 316 unrelated individuals from Morocco were recruited, including 177 patients with MetS and 139 controls. According to the International Diabetes Federation (IDF), MetS is defined by central obesity waist circumference (men  94 cm, women  80 cm) in addition to any two other criteria listed in Table 1 [4].

Ethics statement

Local Research Ethics Committee of Pasteur Institute of Morocco has assented the protocol of this study. All participants gave written informed consent before

Clinical and biochemical characteristics of study groups

The comparison of clinical and biochemical parameters between MetS cases and controls was presented in Table 2. A total of 316 subjects were classified according to the IDF as MetS cases (n = 177) and controls (n = 139). The statistical analysis showed that the mean age, body mass index (BMI), waist circumference (WC), hip circumference (HC), systolic blood pressure (SBP), diastolic blood pressure (DBP), triglycerides (TG), fasting plasma glucose (FPG), low-density lipoprotein-cholesterol (LDL-C)

Discussion

In this case-control study of Moroccan adults, we investigated the associations between 6 SNPs; rs5128 (APOC3), rs7612463 (UBE2E2), rs560887 (G6PC2), rs340874 (PROX1), rs5945326 (DUSP9), rs11708067 (ADCY5) and MetS components. Among the candidate genes studied, a positive association with MetS has been shown for rs5128 (APOC3) and rs340874 (PROX1) variants. Two genomic loci rs5945326 (ADCY5), rs11708067 (DUSP9) were presented a tendency to behave as protector factors against MetS risk. In

Conclusion

Our case-control study concluded that the analysed variants rs5128 (APOC3), rs340874 (PROX1), rs5945326 (DUSP9) and rs11708067 (ADCY5) might increase the risk of MetS in the Moroccan population. To the best of our knowledge, this is the first study focused on the association of these candidate genes and MetS among the Moroccan population. The difference between the present study and others studies may be explained by the difference in the genetic background of the studied populations. In this

Disclosure of interest

The authors declare that they have no competing interest.

Acknowledgments

The authors would like to thank all families for their cooperation. This work was supported by Institut Pasteur du Maroc and a grant from the European Commission FP7 Integrated Project MEDIGENE (FP7-279171-1).

References (58)

  • J. Wang et al.

    Prox1 activity controls pancreas morphogenesis and participates in the production of “secondary transition” pancreatic endocrine cells

    Dev Biol

    (2005)
  • S.M. Grundy et al.

    Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute scientific statement: executive summary

    Crit Pathol Cardiol

    (2005)
  • B. Balkau et al.

    Comment on the provisional report from the WHO consultation. European Group for the Study of Insulin Resistance (EGIR)

    Diabet Med

    (1999)
  • D. Einhorn et al.

    American College of Endocrinology position statement on the insulin resistance syndrome

    Endocr Pract

    (2003)
  • P.C. Deedwania et al.

    Management issues in the metabolic syndrome

    J Assoc Physicians India

    (2006)
  • A. Corbatón-Anchuelo et al.

    Metabolic syndrome, adiponectin, and cardiovascular risk in Spain (the Segovia study): impact of consensus societies criteria

    Metab Syndr Relat Disord

    (2013)
  • H. Belfki et al.

    Prevalence and determinants of the metabolic syndrome among Tunisian adults: results of the Transition and Health Impact in North Africa (TAHINA) project

    Public Health Nutr

    (2013)
  • K.G.M.M. Alberti et al.

    Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation; International Atherosclerosis Society; and International Association for the Study of Obesity

    Circulation

    (2009)
  • E.A. Mohammed et al.

    Prevalence of parameter indicators of obesity and its relationship with metabolic syndrome in urban Moroccan women

    Am J Hum Biol

    (2008)
  • O. El Brini et al.

    Prevalence of metabolic syndrome and its components based on a harmonious definition among adults in Morocco

    Diabetes Metab Syndr Obes Targets Ther

    (2014)
  • Y. Wu et al.

    Interactions of environmental factors and APOA1-APOC3-APOA4-APOA5 gene cluster gene polymorphisms with metabolic syndrome

    PloS One

    (2016)
  • U. Shim et al.

    Pathway analysis of metabolic syndrome using a genome-wide association study of Korea associated resource (KARE) cohorts

    Genomics Inform

    (2014)
  • M.C. Jong et al.

    Role of ApoCs in lipoprotein metabolism: functional differences between ApoC1, ApoC2, and ApoC3

    Arterioscler Thromb Vasc Biol

    (1999)
  • M.D. López-Avalos et al.

    Evidence for a role of the ubiquitin-proteasome pathway in pancreatic islets

    Diabetes

    (2006)
  • J.C. Hutton et al.

    A pancreatic beta-cell-specific homolog of glucose-6-phosphatase emerges as a major target of cell-mediated autoimmunity in diabetes

    Proc Natl Acad Sci U S A

    (2003)
  • W.-M. Chen et al.

    Variations in the G6PC2/ABCB11 genomic region are associated with fasting glucose levels

    J Clin Invest

    (2008)
  • A. Procino

    Overexpression of Prox-1 gene in omental adipose tissue and adipocytes compared with subcutaneous adipose tissue and adipocytes in healthy patients

    Cell Biol Int

    (2014)
  • B. Emanuelli et al.

    Overexpression of the dual-specificity phosphatase MKP-4/DUSP-9 protects against stress-induced insulin resistance

    Proc Natl Acad Sci U S A

    (2008)
  • DUSP9 dual specificity phosphatase 9 [Homo sapiens (human)] – Gene – NCBI [Internet]. [cité 21 juin 2017]. Available...
  • Cited by (11)

    View all citing articles on Scopus
    View full text