1
|
Sull JW, Kim S, Jee SH. Effects of Obesity and Family History of Diabetes on the Association of CETP rs6499861 with HDL-C Level in Korean Populations. J Lipid Atheroscler 2020; 8:252-257. [PMID: 32821715 PMCID: PMC7379118 DOI: 10.12997/jla.2019.8.2.252] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 06/21/2019] [Accepted: 08/20/2019] [Indexed: 11/17/2022] Open
Abstract
Objectives The aim of this study was to examine the associations of cholesterol ester transfer protein (CETP) rs6499861 and rs12708980 with high-density lipoprotein cholesterol (HDL-C) considering obesity and family history of diabetes (FHD) in Korean men and women. Methods We analyzed the association of CETP single nucleotide polymorphisms (SNPs) with HDL-C among individuals selected from a hospital (n=4 294) and the Bundang-gu area in Korea (n=2 304). Results We found that the CETP SNP rs6499861 was associated with a lower HDL-C level (effect per allele: −2.044 mg/dL, p<0.0001). Individuals with a rs6499861 CG/GG genotype had a 1.45-fold higher risk of an abnormal level of HDL-C (<40 mg/dL) than those with a CC genotype. This genotype-HDL-C association was stronger in women (odds ratio [OR], 1.99; 95% confidence interval [CI], 1.39–2.85) compared with men (OR, 1.33; 95% CI, 1.10–1.61) and in women with a FHD (OR, 4.82; 95% CI, 1.86–12.5; p=0.0012) compared with women without a family history. Relative to individuals with a CC genotype and body mass index (BMI) <25.69 kg/m2, individuals with a CG/GG genotype and BMI ≥25.69 kg/m2 had an OR (95% CI) of 2.61 (1.97–3.47). Conclusions These findings indicate that CETP variants are linked to HDL-C level in Koreans and that this link is stronger in obese men and in women who have a FHD.
Collapse
Affiliation(s)
- Jae Woong Sull
- Department of Biomedical Laboratory Science, College of Health Sciences, Eulji University, Seongnam, Korea
| | - Soriul Kim
- Institute for Human Genomic Study, College of Medicine, Korea University, Seoul, Korea
| | - Sun Ha Jee
- Department of Epidemiology and Health Promotion, Institute for Health Promotion, Graduate School of Public Health, Yonsei University, Seoul, Korea
| |
Collapse
|
2
|
San Mauro Martín I, Garicano Vilar E, Sanz Rojo S, Collado Yurrita L, Pérez Arruche E, Arce Delgado E, Blumenfeld Olivares JA. Gene Influence in the Effectiveness of Plant Sterols Treatment in Children: Pilot Interventional Study. Nutrients 2019; 11:E2538. [PMID: 31640222 PMCID: PMC6835666 DOI: 10.3390/nu11102538] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 10/02/2019] [Accepted: 10/17/2019] [Indexed: 12/14/2022] Open
Abstract
Cardiovascular disease is linked to high serum low density lipoprotein (LDL)-cholesterol levels. Cardiovascular risk may be indirectly influenced by genetic load. Serum LDL-cholesterol levels may be reduced by the consumption of food enriched with plant sterols (PS). The aim was to test a plant sterol treatment on cholesterol levels according to different genetic polymorphisms. A pilot interventional trial was performed in 26 children (n = 16 girls, n = 10 boys). Seven hundred milliliters/day of commercial skimmed milk with added plant sterols delivering 2.2 g plant sterols were ingested for three weeks. Blood draws were performed at the baseline and end of the study. Significant modifications of non-high density lipoprotein (HDL)-cholesterol (p = 0.010; p = 0.013) and LDL-cholesterol (p = 0.004; p = 0.013) levels appeared in the genes LIPC C-514T and PPAR-α L162V carriers. No statistically significant differences were observed for other genes. LIPC C-514T and PPAR-alpha L162V carriers could benefit from a plant sterol supplement to ameliorate hypercholesterolemia.
Collapse
Affiliation(s)
| | | | - Sara Sanz Rojo
- Research Centers in Nutrition and Health, 28036 Madrid, Spain.
| | | | - Eva Pérez Arruche
- Hospital El Escorial, San Lorenzo de El Escorial, 28200 Madrid, Spain.
| | | | - Javier Andrés Blumenfeld Olivares
- Hospital El Escorial, San Lorenzo de El Escorial, 28200 Madrid, Spain.
- Faculty of Medicine, Universidad Francisco de Vitoria, Pozuelo de Alarcón, 28223 Madrid, Spain.
| |
Collapse
|
3
|
Hannon BA, Khan NA, Teran-Garcia M. Nutrigenetic Contributions to Dyslipidemia: A Focus on Physiologically Relevant Pathways of Lipid and Lipoprotein Metabolism. Nutrients 2018; 10:E1404. [PMID: 30279335 PMCID: PMC6213032 DOI: 10.3390/nu10101404] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Revised: 09/19/2018] [Accepted: 09/27/2018] [Indexed: 12/11/2022] Open
Abstract
Cardiovascular disease (CVD) remains the number one cause of death worldwide, and dyslipidemia is a major predictor of CVD mortality. Elevated lipid concentrations are the result of multiple genetic and environmental factors. Over 150 genetic loci have been associated with blood lipid levels. However, not all variants are present in pathways relevant to the pathophysiology of dyslipidemia. The study of these physiologically relevant variants can provide mechanistic understanding of dyslipidemia and identify potential novel therapeutic targets. Additionally, dietary fatty acids have been evidenced to exert both positive and negative effects on lipid profiles. The metabolism of both dietary and endogenously synthesized lipids can be affected by individual genetic variation to produce elevated lipid concentrations. This review will explore the genetic, dietary, and nutrigenetic contributions to dyslipidemia.
Collapse
Affiliation(s)
- Bridget A Hannon
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana-Champaign, IL 61801, USA.
| | - Naiman A Khan
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana-Champaign, IL 61801, USA.
- Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Urbana-Champaign, IL 61801, USA.
| | - Margarita Teran-Garcia
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana-Champaign, IL 61801, USA.
- Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Urbana-Champaign, IL 61801, USA.
- Department of Human Development and Family Studies, Cooperative Extension, University of Illinois at Urbana-Champaign, Carle Illinois College of Medicine, Urbana-Champaign, IL 61801, USA.
| |
Collapse
|
4
|
Abstract
Objective: The polymorphisms/mutations of genes encoding proteins and enzymes involved in lipoprotein metabolism play important roles in the development of diabetic dyslipidemia. The aim of our study was to investigate the effects of LPL (rs320), LIPC (rs2070895), SCARB1 (rs5888), LCAT (rs2292318), CETP (rs708272), ADIPOQ (rs1501299), RETN (rs3745367), PON1 (rs662), and MNSOD (rs4880) gene polymorphisms on lipid metabolism and diabetic dyslipidemia. Methods: This case-control study included 217 patients with diabetic dyslipidemia and 212 healthy age- and gender-matched individuals. Genomic DNA isolation was performed from blood samples, and genotype analysis was performed using melting curve analysis on a LightCycler® 480 Instrument. The chi-square test was used to compare genotype distribution and allele frequencies between the groups. Results: Significant associations were observed between LPL (rs320) (p<0.001), LIPC (rs2070895) (p<0.001), SCARB1 (rs5888) (p<0.001), LCAT (rs2292318) (p<0.001), CETP (rs708272) (p<0.001), ADIPOQ (rs1501299) (p=0.01), RETN (rs3745367) (p<0.001), and MNSOD (rs4880) (p<0.001) polymorphisms and diabetic dyslipidemia. However, no association was observed between PON1 (rs662) polymorphisms and diabetic dyslipidemia (p=0.611). Conclusion: LPL (rs320), LIPC (rs2070895), SCARB1 (rs5888), LCAT (rs2292318), CETP (rs708272), ADIPOQ (rs1501299), RETN (rs3745367), and MNSOD (rs4880) polymorphisms play an important role in basic molecular metabolism in diabetic dyslipidemia. Therefore, these polymorphisms may be used as a predictive marker for diabetic dyslipidemia in high-risk patients. (Anatol J Cardiol 2017; 17: 313-21)
Collapse
|
5
|
Evans J, Swart M, Soko N, Wonkam A, Huzair F, Dandara C. A Global Health Diagnostic for Personalized Medicine in Resource-Constrained World Settings: A Simple PCR-RFLP Method for Genotyping CYP2B6 g.15582C>T and Science and Policy Relevance for Optimal Use of Antiretroviral Drug Efavirenz. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2016; 19:332-8. [PMID: 26415139 DOI: 10.1089/omi.2015.0039] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The use of pharmacogenomics (PGx) knowledge in treatment of individual patients is becoming a common phenomenon in the developed world. However, poorly resourced countries have thus far been constrained for three main reasons. First, the cost of whole genome sequencing is still considerably high in comparison to other (non-genomics) diagnostics in the developing world where both science and social dynamics create a dynamic and fragile healthcare ecosystem. Second, studies correlating genomic differences with drug pharmacokinetics and pharmacodynamics have not been consistent, and more importantly, often not indexed to impact on societal end-points, beyond clinical practice. Third, ethics regulatory frames over PGx testing require improvements based on nested accountability systems and in ways that address the user community needs. Thus, CYP2B6 is a crucial enzyme in the metabolism of antiretroviral drugs, efavirenz and nevirapine. More than 40 genetic variants have been reported, but only a few contribute to differences in plasma EFV and NVP concentrations. The most widely reported CYP2B6 variants affecting plasma drug levels include c.516G>T, c.983T>C, and to a lesser extent, g.15582C>T, which should be considered in future PGx tests. While the first two variants are easily characterized, the g.15582C>T detection has been performed primarily by sequencing, which is costly, labor intensive, and requires access to barely available expertise in the developing world. We report here on a simple, practical PCR-RFLP method with vast potentials for use in resource-constrained world regions to detect the g.15582C>T variation among South African and Cameroonian persons. The effects of CYP2B6 g.15582C>T on plasma EFV concentration were further evaluated among HIV/AIDS patients. We report no differences in the frequency of the g.15582T variant between the South African (0.08) and Cameroonian (0.06) groups, which are significantly lower than reported in Asians (0.39) and Caucasians (0.31). The g.15582C/T and T/T genotypes were associated with significantly reduced EFV levels (p=0.006). This article additionally presents the policy relevance of the PGX global health diagnostics and therefore, collectively makes an original interdisciplinary contribution to the field of integrative biology and personalized medicine in developing world. Such studies are, in fact, broadly important because resource-constrained regions exist not only in developing world but also in major geographical parts of the G20 nations and the developed countries.
Collapse
Affiliation(s)
- Jonathan Evans
- 1 Pharmacogenetics and Cancer Research Group, Division of Human Genetics, Department of Clinical Laboratory Sciences and Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town , Cape Town, South Africa
| | - Marelize Swart
- 1 Pharmacogenetics and Cancer Research Group, Division of Human Genetics, Department of Clinical Laboratory Sciences and Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town , Cape Town, South Africa
| | - Nyarai Soko
- 1 Pharmacogenetics and Cancer Research Group, Division of Human Genetics, Department of Clinical Laboratory Sciences and Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town , Cape Town, South Africa
| | - Ambroise Wonkam
- 1 Pharmacogenetics and Cancer Research Group, Division of Human Genetics, Department of Clinical Laboratory Sciences and Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town , Cape Town, South Africa
| | - Farah Huzair
- 2 Science, Technology and Innovation Studies, School of Social and Political Science, University of Edinburgh , Edinburgh, United Kingdom
| | - Collet Dandara
- 1 Pharmacogenetics and Cancer Research Group, Division of Human Genetics, Department of Clinical Laboratory Sciences and Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town , Cape Town, South Africa
| |
Collapse
|
6
|
Abstract
Sex hormone-binding globulin (SHBG) is a circulating glycoprotein that transports testosterone and other steroids in the blood. Interest in SHBG has escalated in recent years because of its inverse association with obesity and insulin resistance, and because many studies have linked lower circulating levels of SHBG to metabolic syndrome, type 2 diabetes, nonalcoholic fatty liver disease, polycystic ovary syndrome, and early puberty. The purpose of this review is to summarize molecular, clinical, endocrine, and epidemiological findings to illustrate how measurement of plasma SHBG may be useful in clinical medicine in children.
Collapse
Affiliation(s)
- Banu Aydın
- University of Louisville Faculty of Medicine, Division of Endocrinology, Metabolism and Diabetes, Kentucky, USA
| | - Stephen J. Winters
- University of Louisville Faculty of Medicine, Division of Endocrinology, Metabolism and Diabetes, Kentucky, USA
,* Address for Correspondence: University of Louisville Faculty of Medicine, Division of Endocrinology, Metabolism and Diabetes, Kentucky, USA Phone: +1 502 852 52 37 E-mail:
| |
Collapse
|
7
|
Wang H, Zhang D, Ling J, Lu W, Zhang S, Zhu Y, Lai M. Gender specific effect of LIPC C-514T polymorphism on obesity and relationship with plasma lipid levels in Chinese children. J Cell Mol Med 2015; 19:2296-306. [PMID: 26282880 PMCID: PMC4568933 DOI: 10.1111/jcmm.12663] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Accepted: 07/03/2015] [Indexed: 12/24/2022] Open
Abstract
Hepatic lipase (LIPC) is a key rate-limiting enzyme in lipoprotein catabolism pathways involved in the development of obesity. The C-514T polymorphism in the promoter region is associated with decreased LIPC activity. We performed a case-controlled study (850 obese children and 2119 controls) and evaluated the association between LIPC C-514T polymorphism, obesity and plasma lipid profile in Chinese children and adolescents. Additionally, we conducted a meta-analysis of all results from published studies as well as our own data. A significant association between the polymorphism and obesity is observed in boys (P = 0.042), but not in girls. And we observed a significant relationship of the polymorphism with total cholesterol (TC) and high density lipoprotein cholesterol (HDL-C) independent of obesity in boys. The T allele carriers have higher levels of low density lipoprotein cholesterol (LDL-C) in obese boys, and triglyceride (TG), TC and LDL-C in non-obese girls (all P < 0.05). In the meta-analysis, under dominant model the T allele increased body mass index (BMI) level in boys, while it decreased BMI in girls, and increased the levels of TC both in the overall and subgroups, TG and HDL-C in the overall and boys, and LDL-C in the overall (all P < 0.05). Our results suggest that the T allele might carry an increased risk of obesity in Chinese boys. The meta-analysis suggests that T allele acts as a risk allele for higher BMI levels in male childhood, while it is a protective allele in female childhood. And the polymorphism is associated with the levels of plasma lipids, which may be modulated by obesity and gender.
Collapse
Affiliation(s)
- Hao Wang
- Department of Pathology, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Dandan Zhang
- Department of Pathology, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Jie Ling
- Department of Epidemiology & Biostatistics, Zhejiang University School of Public Health, Hangzhou, Zhejiang, China
| | - Wenhui Lu
- Department of Pathology, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Shuai Zhang
- Department of Pathology, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Yimin Zhu
- Department of Epidemiology & Biostatistics, Zhejiang University School of Public Health, Hangzhou, Zhejiang, China
| | - Maode Lai
- Department of Pathology, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, Zhejiang, China
| |
Collapse
|
8
|
White MJ, Eren F, Ağırbaşlı D, Chen J, Hu T, Moore JH, Williams SM, Ağırbaşlı M. A systems genetics approach to dyslipidemia in children and adolescents. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2015; 19:248-59. [PMID: 25671407 DOI: 10.1089/omi.2014.0140] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Elevated triglycerides (TG) or low high density lipoprotein cholesterol (HDL-C) levels are common cardiometabolic risk factors in children. From a systems genetics standpoint, Visualization of Statistical Epistasis Networks (ViSEN) is a nonparametric entropy-based method that can characterize the global structure of interacting genetic factors. We identified a novel set of connected genetic and cardiometabolic risk factors with strong and significant interaction effects on two important dyslipidemia phenotypes (low HDL-C and high TG) in children and adolescents. Study participants were recruited from five schools in Istanbul, Turkey (n=360; 170 boys, 190 girls). Participants with TG levels≥75th and HDL-C levels≤25th percentile were defined as 'high TG' and 'low HDL-C', respectively. We genotyped participants for six single nucleotide polymorphisms (SNPs) in five genes with known associations to lipid levels (rs328 in LPL, rs708272 in CETP, rs1800588 in LIPC, rs1800977 in ABCA1, rs1799941 and rs6257 in SHBG gene). ViSEN was used to identify associations with dyslipidemia phenotypes. There were 71 (50 males, 21 females) and 93 (60 males and 33 females) subjects with low HDL-C and high TG, respectively. Biological variables including age, gender, and BMI were significantly associated with both phenotypes (p<0.001). Importantly, a single SNP, rs708272, was associated with low HDL-C (IG=2.24%, p=0.026). Pairwise and higher order interaction analyses in the full dataset for low HDL-C and high TG revealed the largest effects in the models containing rs1800977, rs708272, age (IG=6.20%, p=0.046) and rs1800588, age, BMI (IG, 3.06%, p=0.022), respectively. In conclusion, the present study brings us a step closer to a systems genetic approach in understanding lipid phenotypes in children. Further efforts can integrate population and laboratory-based studies, hence accelerate the preventive medicine efforts.
Collapse
Affiliation(s)
- Marquitta J White
- 1 Department of Genetics, Institute for Quantitative Biomedical Sciences, Dartmouth College , Hanover, New Hampshire
| | | | | | | | | | | | | | | |
Collapse
|
9
|
White MJ, Eren F, Agirbasli D, Williams SM, Agirbasli M. SHBG gene polymorphism (rs1799941) associates with metabolic syndrome in children and adolescents. PLoS One 2015; 10:e0116915. [PMID: 25647406 PMCID: PMC4380117 DOI: 10.1371/journal.pone.0116915] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2014] [Accepted: 12/16/2014] [Indexed: 11/18/2022] Open
Abstract
Background Metabolic syndrome (MetS) is a complex disorder characterized by coexistence
of several cardiometabolic (CM) factors, i.e. hyperlipidemia, obesity, high
blood pressure and insulin resistance. The presence of MetS is strongly
associated with increased risk of cardiovascular disease (CVD). The syndrome
was originally defined as an adult disorder, but MetS has become
increasingly recognized in children and adolescents. Methods Genetic variants influence biological components common to the CM factors
that comprise MetS. We investigated single locus associations between six
single nucleotide polymorphisms (SNPs), previously shown to modulate lipid
or sex hormone binding globulin (SHBG) levels, with MetS in a Turkish
pediatric cohort (37 cases, 323 controls). Results Logistic regression analysis revealed a significant association between
rs1799941, located in SHBG, and MetS (OR = 3.09, p-value = 0.006). The
association with MetS remained after sequential adjustment for each CM
factor included in the syndrome definition, indicating that the identified
association is not being driven by any single trait. A relationship between
rs1799941 and SHBG levels, was also discovered, but it was dependent on MetS
status. In control subjects, the A allele of rs1799941 associated with a
significant increase in SHBG levels (p = 0.012), while in cases there was no
association between rs1799941 and SHBG levels (p = 0.963). Conclusions The significant association between rs1799941 and MetS in children is not
contingent on any single CM trait. Additionally, the presence of MetS may
abrogate effect of rs1799941 polymorphism on SHBG levels in children.
Collapse
Affiliation(s)
- Marquitta J. White
- Center for Human Genetic Research, Vanderbilt University, Nashville,
Tennessee, United States of America
- Department of Genetics, Institute for Quantitative Biomedical Sciences,
Dartmouth College, Hanover, New Hampshire, United States of
America
| | - Fatih Eren
- Department of Medical Biology, Marmara University School of Medicine,
Istanbul, Turkey
| | - Deniz Agirbasli
- Department of Medical Biology, Acıbadem University School of
Medicine, Istanbul, Turkey
| | - Scott M. Williams
- Department of Genetics, Institute for Quantitative Biomedical Sciences,
Dartmouth College, Hanover, New Hampshire, United States of
America
| | - Mehmet Agirbasli
- Department of Cardiology, Marmara University School of Medicine,
Istanbul, Turkey
- * E-mail:
| |
Collapse
|
10
|
Goni L, Milagro FI, Cuervo M, Martínez JA. Single-nucleotide polymorphisms and DNA methylation markers associated with central obesity and regulation of body weight. Nutr Rev 2014; 72:673-90. [DOI: 10.1111/nure.12143] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Affiliation(s)
- Leticia Goni
- Department of Nutrition, Food Science and Physiology; Centre for Nutrition Research; University of Navarra; Pamplona Spain
| | - Fermín I Milagro
- Department of Nutrition, Food Science and Physiology; Centre for Nutrition Research; University of Navarra; Pamplona Spain
- Instituto de Salud Carlos III; CIBER Fisiología Obesidad y Nutrición (CIBERobn); Madrid Spain
| | - Marta Cuervo
- Department of Nutrition, Food Science and Physiology; Centre for Nutrition Research; University of Navarra; Pamplona Spain
- Instituto de Salud Carlos III; CIBER Fisiología Obesidad y Nutrición (CIBERobn); Madrid Spain
| | - J Alfredo Martínez
- Department of Nutrition, Food Science and Physiology; Centre for Nutrition Research; University of Navarra; Pamplona Spain
- Instituto de Salud Carlos III; CIBER Fisiología Obesidad y Nutrición (CIBERobn); Madrid Spain
| |
Collapse
|