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Okutan G, Ruiz Casares E, Perucho Alcalde T, Sánchez Niño GM, Penadés BF, Terrén Lora A, Torrente Estríngana L, López Oliva S, San Mauro Martín I. Prevalence of Genetic Diamine Oxidase (DAO) Deficiency in Female Patients with Fibromyalgia in Spain. Biomedicines 2023; 11:biomedicines11030660. [PMID: 36979637 PMCID: PMC10044988 DOI: 10.3390/biomedicines11030660] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 02/17/2023] [Accepted: 02/20/2023] [Indexed: 02/24/2023] Open
Abstract
Diamine oxidase (DAO) is an enzyme that metabolizes intestinal histamine. Single nucleotide polymorphisms (SNPs) of the Amine Oxidase Copper Containing 1 (AOC1) gene can lead to low enzymatic activity or functionality in histamine metabolism. This study aimed to determine the prevalence of DAO deficiency for four variants of the AOC1 gene, p.Thr16Met (rs10156191), p.Ser332Phe (rs1049742), p.His664Asp (rs1049793), and c.691G > T (rs2052129), in 98 Spanish women with fibromyalgia between the ages of 33 and 60 years, and compare the distribution of allelic and genotypic frequencies with those of European population samples in Hardy–Weinberg equilibrium extracted from the Allele Frequency Aggregator (ALFA) database. The patients’ DNA was extracted, and analyzed using SNPE Multiplex (Single Nucleotide Primer Extension). The prevalence of genetic DAO deficiency was 74.5% based on the four variants of the AOC1 gene. SNP deficits were found at frequencies of 53.1% for p.Thr16Met, 49% for c.691G > T, 48% for p.His664Asp, and 19.4% for p.Ser332Phe. The allele and genotypic frequencies of the women with fibromyalgia did not differ from the European population. Variants of the AOC1 gene that are associated with genetic DAO deficiency could serve as a disruptive biomarker in patients with fibromyalgia. This study was registered in ClinicalTrials.gov Identifier: NCT05389761.
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Affiliation(s)
- Gülşah Okutan
- Research Centers in Nutrition and Health, CINUSA Group, 28036 Madrid, Spain
| | - Eva Ruiz Casares
- VIVO Laboratorio, Grupo Vivo, Alcobendas, 28100 Madrid, Spain
- Department of Genetics, Faculty of Medicine, CEU-San Pablo University, Boadilla del Monte, 28668 Madrid, Spain
| | - Teresa Perucho Alcalde
- VIVO Laboratorio, Grupo Vivo, Alcobendas, 28100 Madrid, Spain
- Faculty of Biological Sciences, Complutense University of Madrid, 28040 Madrid, Spain
| | | | - Bruno F. Penadés
- Research Centers in Nutrition and Health, CINUSA Group, 28036 Madrid, Spain
| | - Ana Terrén Lora
- Research Centers in Nutrition and Health, CINUSA Group, 28036 Madrid, Spain
| | | | - Sara López Oliva
- Research Centers in Nutrition and Health, CINUSA Group, 28036 Madrid, Spain
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Yuan S, Sun J, Lu Y, Xu F, Li D, Jiang F, Wan Z, Li X, Qin LQ, Larsson SC. Health effects of milk consumption: phenome-wide Mendelian randomization study. BMC Med 2022; 20:455. [PMID: 36424608 PMCID: PMC9694907 DOI: 10.1186/s12916-022-02658-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 11/09/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND We performed phenome-wide Mendelian randomization analysis (MR-PheWAS), two-sample MR analysis, and systemic review to comprehensively explore the health effects of milk consumption in the European population. METHODS Rs4988235 located upstream of the LCT gene was used as the instrumental variable for milk consumption. MR-PheWAS analysis was conducted to map the association of genetically predicted milk consumption with 1081 phenotypes in the UK Biobank study (n=339,197). The associations identified in MR-PheWAS were examined by two-sample MR analysis using data from the FinnGen study (n=260,405) and international consortia. A systematic review of MR studies on milk consumption was further performed. RESULTS PheWAS and two-sample MR analyses found robust evidence in support of inverse associations of genetically predicted milk consumption with risk of cataract (odds ratio (OR) per 50 g/day increase in milk consumption, 0.89, 95% confidence interval (CI), 0.84-0.94; p=3.81×10-5), hypercholesterolemia (OR, 0.91, 95% CI 0.86-0.96; p=2.97×10-4), and anal and rectal polyps (OR, 0.85, 95% CI, 0.77-0.94; p=0.001). An inverse association for type 2 diabetes risk (OR, 0.92, 95% CI, 0.86-0.97; p=0.003) was observed in MR analysis based on genetic data with body mass index adjustment but not in the corresponding data without body mass index adjustment. The systematic review additionally found evidence that genetically predicted milk consumption was inversely associated with asthma, hay fever, multiple sclerosis, colorectal cancer, and Alzheimer's disease, and positively associated with Parkinson's disease, renal cell carcinoma, metabolic syndrome, overweight, and obesity. CONCLUSIONS This study suggests several health effects of milk consumption in the European population.
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Affiliation(s)
- Shuai Yuan
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Jing Sun
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Ying Lu
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Fengzhe Xu
- Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, China.,Westlake Intelligent Biomarker Discovery Lab, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
| | - Doudou Li
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Fangyuan Jiang
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhongxiao Wan
- Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China
| | - Xue Li
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
| | - Li-Qiang Qin
- Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China.
| | - Susanna C Larsson
- Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden. .,Unit of Medical Epidemiology, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden.
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Evidence for a causal association between milk intake and cardiometabolic disease outcomes using a two-sample Mendelian Randomization analysis in up to 1,904,220 individuals. Int J Obes (Lond) 2021; 45:1751-1762. [PMID: 34024907 PMCID: PMC8310799 DOI: 10.1038/s41366-021-00841-2] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 04/08/2021] [Accepted: 04/26/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND High milk intake has been associated with cardio-metabolic risk. We conducted a Mendelian Randomization (MR) study to obtain evidence for the causal relationship between milk consumption and cardio-metabolic traits using the lactase persistence (LCT-13910 C > T, rs4988235) variant as an instrumental variable. METHODS We tested the association of LCT genotype with milk consumption (for validation) and with cardio-metabolic traits (for a possible causal association) in a meta-analysis of the data from three large-scale population-based studies (1958 British Birth Cohort, Health and Retirement study, and UK Biobank) with up to 417,236 participants and using summary statistics from consortia meta-analyses on intermediate traits (N = 123,665-697,307) and extended to cover disease endpoints (N = 86,995-149,821). RESULTS In the UK Biobank, carriers of 'T' allele of LCT variant were more likely to consume milk (P = 7.02 × 10-14). In meta-analysis including UK Biobank, the 1958BC, the HRS, and consortia-based studies, under an additive model, 'T' allele was associated with higher body mass index (BMI) (Pmeta-analysis = 4.68 × 10-12) and lower total cholesterol (TC) (P = 2.40 × 10-36), low-density lipoprotein cholesterol (LDL-C) (P = 2.08 × 10-26) and high-density lipoprotein cholesterol (HDL-C) (P = 9.40 × 10-13). In consortia meta-analyses, 'T' allele was associated with a lower risk of coronary artery disease (OR:0.86, 95% CI:0.75-0.99) but not with type 2 diabetes (OR:1.06, 95% CI:0.97-1.16). Furthermore, the two-sample MR analysis showed a causal association between genetically instrumented milk intake and higher BMI (P = 3.60 × 10-5) and body fat (total body fat, leg fat, arm fat and trunk fat; P < 1.37 × 10-6) and lower LDL-C (P = 3.60 × 10-6), TC (P = 1.90 × 10-6) and HDL-C (P = 3.00 × 10-5). CONCLUSIONS Our large-scale MR study provides genetic evidence for the association of milk consumption with higher BMI but lower serum cholesterol levels. These data suggest no need to limit milk intakes with respect to cardiovascular disease risk, with the suggested benefits requiring confirmation in further studies.
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Couce ML, Sánchez-Pintos P, González-Vioque E, Leis R. Clinical Utility of LCT Genotyping in Children with Suspected Functional Gastrointestinal Disorder. Nutrients 2020; 12:nu12103017. [PMID: 33019743 PMCID: PMC7601291 DOI: 10.3390/nu12103017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 09/28/2020] [Accepted: 09/28/2020] [Indexed: 12/16/2022] Open
Abstract
Genetic testing is a good predictor of lactase persistence (LP) in specific populations but its clinical utility in children is less clear. We assessed the role of lactose malabsorption in functional gastrointestinal disorders (FGID) in children and the correlation between the lactase non-persistence (LNP) genotype and phenotype, based on exhaled hydrogen and gastrointestinal symptoms, during a hydrogen breath test (HBT). We also evaluate dairy consumption in this sample. We conducted a 10-year cross-sectional study in a cohort of 493 children with suspected FGID defined by Roma IV criteria. Distribution of the C/T-13910 genotype was as follows: CC, 46.0%; TT, 14.4% (LP allele frequency, 34.1%). The phenotype frequencies of lactose malabsorption and intolerance were 36.3% and 41.5%, respectively. We observed a strong correlation between genotype and both lactose malabsorption (Cramér’s V, 0.28) and intolerance (Cramér’s V, 0.54). The frequency of the LNP genotype (p = 0.002) and of malabsorption and intolerance increased with age (p = 0.001 and 0.002, respectively). In 61% of children, evaluated dairy consumption was less than recommended. No association was observed between dairy intake and diagnosis. In conclusion, we found a significant correlation between genotype and phenotype, greater in older children, suggesting that the clinical value of genetic testing increases with age.
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Affiliation(s)
- María L. Couce
- Department of Pediatrics, University Clinical Hospital of Santiago de Compostela, IDIS-Health Research Institute of Santiago de Compostela, 15704 Santiago de Compostela, Spain; (E.G.-V.); (R.L.)
- CIBERER, Instituto Salud Carlos III, 28029 Madrid, Spain
- Department of Pediatrics, Universidad de Santiago de Compostela, 15704 Santiago de Compostela, Spain
- Correspondence: (M.L.C.); (P.S.-P.); Tel.: +34-981950151 (M.L.C.); +34-981950134 (P.S.-P.)
| | - Paula Sánchez-Pintos
- Department of Pediatrics, University Clinical Hospital of Santiago de Compostela, IDIS-Health Research Institute of Santiago de Compostela, 15704 Santiago de Compostela, Spain; (E.G.-V.); (R.L.)
- CIBERER, Instituto Salud Carlos III, 28029 Madrid, Spain
- Department of Pediatrics, Universidad de Santiago de Compostela, 15704 Santiago de Compostela, Spain
- Correspondence: (M.L.C.); (P.S.-P.); Tel.: +34-981950151 (M.L.C.); +34-981950134 (P.S.-P.)
| | - Emiliano González-Vioque
- Department of Pediatrics, University Clinical Hospital of Santiago de Compostela, IDIS-Health Research Institute of Santiago de Compostela, 15704 Santiago de Compostela, Spain; (E.G.-V.); (R.L.)
- CIBERER, Instituto Salud Carlos III, 28029 Madrid, Spain
| | - Rosaura Leis
- Department of Pediatrics, University Clinical Hospital of Santiago de Compostela, IDIS-Health Research Institute of Santiago de Compostela, 15704 Santiago de Compostela, Spain; (E.G.-V.); (R.L.)
- Department of Pediatrics, Universidad de Santiago de Compostela, 15704 Santiago de Compostela, Spain
- CIBEROBN, Instituto Salud Carlos III, 28029 Madrid, Spain
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Hao X, Zeng Q. The Association and Interaction of Aldehyde Dehydrogenase 2 Polymorphisms with Food Group Intake and Probability of Having Non-Alcoholic Fatty Liver Disease. Diabetes Metab Syndr Obes 2020; 13:5049-5057. [PMID: 33376374 PMCID: PMC7765681 DOI: 10.2147/dmso.s290491] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 12/09/2020] [Indexed: 12/12/2022] Open
Abstract
PURPOSE This study investigated the association between the aldehyde dehydrogenase 2 (ALDH2) rs671 polymorphism, food group intake, and the probability of having non-alcoholic fatty liver disease (NAFLD) in a Chinese population. PATIENTS AND METHODS A total of 3506 adults were enrolled in this study, and all underwent physical examinations and genotyping of polymorphisms with polymerase chain reaction. Participants filled out a dietary questionnaire that was used to assess the frequency and quantity of food consumption. RESULTS We found that milk groups were associated with a lower probability of developing NAFLD. On the contrary, meat and salted and smoked foods were associated with a higher probability of NAFLD. However, the influences of salted and smoked foods and fresh fruit and vegetables on NAFLD were obviously different in the two genotype groups. Salted and smoked foods intake was a factor associated with a higher probability of having NAFLD or nonalcoholic steatohepatitis (NASH) in the A genotype group, but there was no effect in the G genotype group. Moreover, eating salted and smoked foods several times per week was associated with a higher probability of having NAFLD than seldom consuming them. Consumption of fresh fruit and vegetables was not a factor influencing the probability of having NAFLD in the A genotype group, and there was no effect in the G genotype group. Further analysis of the interaction indicated that the GA +AA genotype showed an interaction with fresh fruit and vegetables and salted and smoked foods. Moreover, it was not obvious that meat intake increased the probability of having NAFLD or NASH among different genotypes. CONCLUSION Our results indicate that ALDH2 rs671 GA and AA genotypes are factors associated with increased probability of NAFLD among Chinese subjects. This could stimulate the development of novel approaches for preventing NAFLD.
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Affiliation(s)
- Xiaoyan Hao
- Health Management Institute, The Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, People’s Republic of China
| | - Qiang Zeng
- Health Management Institute, The Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, People’s Republic of China
- Correspondence: Qiang Zeng Health Management Institute, The Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, People’s Republic of ChinaTel +86-10-68295751Fax +86-21-64085875 Email
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Lee K, Lim CY. Mendelian Randomization Analysis in Observational Epidemiology. J Lipid Atheroscler 2019; 8:67-77. [PMID: 32821701 PMCID: PMC7379124 DOI: 10.12997/jla.2019.8.2.67] [Citation(s) in RCA: 87] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Accepted: 09/01/2019] [Indexed: 11/09/2022] Open
Abstract
Mendelian randomization (MR) in epidemiology is the use of genetic variants as instrumental variables (IVs) in non-experimental design to make causality of a modifiable exposure on an outcome or disease. It assesses the causal effect between risk factor and a clinical outcome. The main reason to approach MR is to avoid the problem of residual confounding. There is no association between the genotype of early pregnancy and the disease, and the genotype of an individual cannot be changed. For this reason, it results with randomly assigned case-control studies can be set by regressing the measurements. IVs in MR are used genetic variants for estimating the causality. Usually an outcome is a disease and an exposure is risk factor, intermediate phenotype which may be a biomarker. The choice of the genetic variable as IV (Z) is essential to a successful in MR analysis. MR is named 'Mendelian deconfounding' as it gives to estimate of the causality free from biases due to confounding (C). To estimate unbiased estimation of the causality of the exposure (X) on the clinically relevant outcome (Y), Z has the 3 core assumptions (A1-A3). A1) Z is independent of C; A2) Z is associated with X; and A3) Z is independent of Y given X and C; The purpose of this review provides an overview of the MR analysis and is to explain that using an IV is proposed as an alternative statistical method to estimate causal effect of exposure and outcome under controlling for a confounder.
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Affiliation(s)
- Kwan Lee
- Department of Preventive Medicine, Dongguk University College of Medicine, Goyang, Korea
| | - Chi-Yeon Lim
- Department of Biostatistics, Dongguk University College of Medicine, Goyang, Korea
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Montalva N, Adhikari K, Liebert A, Mendoza-Revilla J, Flores SV, Mace R, Swallow DM. Adaptation to milking agropastoralism in Chilean goat herders and nutritional benefit of lactase persistence. Ann Hum Genet 2019; 83:11-22. [PMID: 30264486 PMCID: PMC6393766 DOI: 10.1111/ahg.12277] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Revised: 07/05/2018] [Accepted: 07/06/2018] [Indexed: 12/31/2022]
Abstract
The genetic trait of lactase persistence (LP) evolved as an adaptation to milking pastoralism in the Old World and is a well-known example of positive natural selection in humans. However, the specific mechanisms conferring this selective advantage are unknown. To understand the relationship between milk drinking, LP, growth, reproduction, and survival, communities of the Coquimbo Region in Chile, with recent adoption of milking agropastoralism, were used as a model population. DNA samples and data on stature, reproduction, and diet were collected from 451 participants. Lactose tolerance tests were done on 41 of them. The European -13,910*T (rs4988235) was the only LP causative variant found, showing strong association (99.6%) with LP phenotype. Models of associations of inferred LP status and milk consumption, with fertility, mortality, height, and weight were adjusted with measures of ancestry and relatedness to control for population structure. Although we found no statistically significant effect of LP on fertility, a significant effect (P = 0.002) was observed of LP on body mass index (BMI) in males and of BMI on fertility (P = 0.003). These results fail to support a causal relationship between LP and fertility yet suggest the idea of a nutritional advantage of LP. Furthermore, the proportion of European ancestry around the genetic region of -13,910*T is significantly higher (P = 0.008) than the proportion of European ancestry genome-wide, providing evidence of recent positive selection since European-Amerindian admixture. This signature was absent in nonpastoralist Latin American populations, supporting the hypothesis of specific adaptation to milking agropastoralism in the Coquimbo communities.
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Affiliation(s)
- Nicolás Montalva
- Research Department of Genetics, Evolution and Environment, University College London, Darwin Building, Gower Street, London, WC1E 6BT, United Kingdom
- Department of Anthropology, Human Evolutionary Ecology Group, University College London, 14 Taviton St, London, WC1H 0BW, United Kingdom
- Departamento de Antropología, Facultad de Ciencias Sociales y Jurídicas, Universidad de Tarapacá, 384 Calle Cardenal Caro, Arica, Chile
| | - Kaustubh Adhikari
- Research Department of Genetics, Evolution and Environment, University College London, Darwin Building, Gower Street, London, WC1E 6BT, United Kingdom
- Department of Cell & Developmental Biology, University College London, Anatomy Building, Gower Street, London, WC1E 6BT, United Kingdom
| | - Anke Liebert
- Research Department of Genetics, Evolution and Environment, University College London, Darwin Building, Gower Street, London, WC1E 6BT, United Kingdom
| | - Javier Mendoza-Revilla
- Research Department of Genetics, Evolution and Environment, University College London, Darwin Building, Gower Street, London, WC1E 6BT, United Kingdom
- Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía, Universidad Peruana Cayetano Heredia, 430 Honorario Delgado, Lima 31, Perú
| | - Sergio V Flores
- Departamento de Antropología, Facultad de Ciencias Sociales, Universidad de Chile, 1045 Av. Capitan Ignacio Carrera Pinto, Nunoa, 7800284, Chile
| | - Ruth Mace
- Department of Anthropology, Human Evolutionary Ecology Group, University College London, 14 Taviton St, London, WC1H 0BW, United Kingdom
| | - Dallas M Swallow
- Research Department of Genetics, Evolution and Environment, University College London, Darwin Building, Gower Street, London, WC1E 6BT, United Kingdom
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Gene-Dairy Food Interactions and Health Outcomes: A Review of Nutrigenetic Studies. Nutrients 2017; 9:nu9070710. [PMID: 28684688 PMCID: PMC5537825 DOI: 10.3390/nu9070710] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Revised: 06/10/2017] [Accepted: 07/03/2017] [Indexed: 12/23/2022] Open
Abstract
Each person differs from the next by an average of over 3 million genetic variations in their DNA. This genetic diversity is responsible for many of the interindividual differences in food preferences, nutritional needs, and dietary responses between humans. The field of nutrigenetics aims to utilize this type of genetic information in order to personalize diets for optimal health. One of the most well-studied genetic variants affecting human dietary patterns and health is the lactase persistence mutation, which enables an individual to digest milk sugar into adulthood. Lactase persistence is one of the most influential Mendelian factors affecting human dietary patterns to occur since the beginning of the Neolithic Revolution. However, the lactase persistence mutation is only one of many mutations that can influence the relationship between dairy intake and disease risk. The purpose of this review is to summarize the available nutrigenetic literature investigating the relationships between genetics, dairy intake, and health outcomes. Nonetheless, the understanding of an individual’s nutrigenetic responses is just one component of personalized nutrition. In addition to nutrigenetic responses, future studies should also take into account nutrigenomic responses (epigenomic, transcriptomic, proteomic, metabolomic), and phenotypic/characteristic traits (age, gender, activity level, disease status, etc.), as these factors all interact with diet to influence health.
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Valencia L, Randazzo A, Engfeldt P, Olsson LA, Chávez A, Buckland RJ, Nilsson TK, Almon R. Identification of novel genetic variants in the mutational hotspot region 14 kb upstream of the LCT gene in a Mexican population. Scand J Clin Lab Invest 2017; 77:311-314. [PMID: 28452238 DOI: 10.1080/00365513.2017.1318445] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Several polymorphic loci linked to lactase persistence (LP) have been described, all located in a small mutational hotspot region far upstream (∼14 kb) of the lactase (LCT) gene. One is typically found in Europeans, LCT -13910C > T, several others are found in East Africans and Arabs, e.g. LCT -13907C > G and LCT -13915T > G. The possibility of similar loci, specific to populations in South and Central America, has not received much attention so far. To identify possible novel polymorphisms in the mutational hotspot region, we sampled 158 subjects from a rural area in South-Central Mexico. DNA was isolated from serum, and Sanger sequencing of a 501 bp region spanning the LCT -13910C > T hotspot was successfully performed in 150 samples. The frequency of the European-type LCT -13910 T-allele was q = 0.202, and 35% of the population was thus lactase-persistent (CT or TT). Sixteen novel genetic variants were found amongst 11 of the subjects, all were heterozygotes: seven of the subjects were also carriers of at least one LCT -13910 T-allele. Thus, the mutational hotspot region is also a hotspot in the rural Mexican population: 11/150 subjects carried a total of 16 previously unknown private mutations but no novel polymorphism was found. The relationship between such novel genetic variants in Mexicans and lactase persistence is worthy of more investigation.
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Affiliation(s)
- Liliana Valencia
- a Departamento de Nutrición Aplicada y Educación Nutricional , Instituto Nacional de Ciencias Médicas y Nutrición 'Salvador Zubirán' , Mexico City , Mexico
| | - Andrés Randazzo
- a Departamento de Nutrición Aplicada y Educación Nutricional , Instituto Nacional de Ciencias Médicas y Nutrición 'Salvador Zubirán' , Mexico City , Mexico
| | - Peter Engfeldt
- b Faculty of Medicine and Health , Örebro University , Örebro , Sweden
| | - Lovisa A Olsson
- b Faculty of Medicine and Health , Örebro University , Örebro , Sweden
| | - Adolfo Chávez
- a Departamento de Nutrición Aplicada y Educación Nutricional , Instituto Nacional de Ciencias Médicas y Nutrición 'Salvador Zubirán' , Mexico City , Mexico
| | - Robert J Buckland
- c Department of Medical Biosciences/Clinical Chemistry, Faculty of Medicine , Umeå University , Umeå , Sweden
| | - Torbjörn K Nilsson
- c Department of Medical Biosciences/Clinical Chemistry, Faculty of Medicine , Umeå University , Umeå , Sweden
| | - Ricardo Almon
- b Faculty of Medicine and Health , Örebro University , Örebro , Sweden
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de Campos Mazo DF, Mattar R, Stefano JT, da Silva-Etto JMK, Diniz MA, Duarte SMB, Rabelo F, Lima RVC, de Campos PB, Carrilho FJ, Oliveira CP. Hypolactasia is associated with insulin resistance in nonalcoholic steatohepatitis. World J Hepatol 2016; 8:1019-1027. [PMID: 27648154 PMCID: PMC5002498 DOI: 10.4254/wjh.v8.i24.1019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Revised: 06/26/2016] [Accepted: 07/14/2016] [Indexed: 02/06/2023] Open
Abstract
AIM To assess lactase gene (LCT)-13910C>T polymorphisms in Brazilian non-alcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH) patients in comparison with healthy controls. METHODS This was a transverse observational clinical study with NAFLD patients who were followed at the Hepatology Outpatient Unit of the Hospital das Clínicas, São Paulo, Brazil. The polymorphism of lactase non-persistence/lactase persistence (LCT-13910C>T) was examined by PCR-restriction fragment length polymorphism technique in 102 liver biopsy-proven NAFLD patients (steatosis in 9 and NASH in 93) and compared to those of 501 unrelated healthy volunteers. Anthropometric, clinical, biochemical and liver histology data were analyzed. Continuous variables were compared using the t or Mann-Whitney tests, and categorical data were compared with the Fisher's exact test. Univariate logistic regression and multivariate logistic regression adjusted for gender and age were performed. RESULTS No differences in the LCT-13910 genotype frequencies were noted between the NAFLD patients (66.67% of the patients with steatosis were CC, 33.33% were CT, and none were TT; 55.91% of the patients with NASH were CC, 39.78% were CT, and 4.3% were TT; P = 0.941) and the healthy controls (59.12% were CC, 35.67% were CT, and 5.21% were TT) or between the steatosis and NASH patients. That is, the distribution of the lactase non-persistence/lactase persistence polymorphism (LCT-13910C>T) in the patients with NAFLD was equal to that in the general population. In the NASH patients, the univariate analysis revealed that the lactase non-persistence (low lactase activity or hypolactasia) phenotype was associated with higher insulin levels (23.47 ± 15.94 μU/mL vs 15.8 ± 8.33 μU/mL, P = 0.027) and a higher frequency of insulin resistance (91.84% vs 72.22%, P = 0.02) compared with the lactase persistence phenotype. There were no associations between the LCT genotypes and diabetes (P = 0.651), dyslipidaemia (P = 0.328), hypertension (P = 0.507) or liver histology in these patients. Moreover, in the NASH patients, hypolactasia was an independent risk factor for insulin resistance even after adjusting for gender and age [OR = 5.0 (95%CI: 1.35-20; P = 0.017)]. CONCLUSION The LCT-13910 genotype distribution in Brazilian NAFLD patients was the same as that of the general population, but hypolactasia increased the risk of insulin resistance in the NASH patients.
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Affiliation(s)
- Daniel Ferraz de Campos Mazo
- Daniel Ferraz de Campos Mazo, Rejane Mattar, José Tadeu Stefano, Joyce Matie Kinoshita da Silva-Etto, Márcio Augusto Diniz, Sebastião Mauro Bezerra Duarte, Fabíola Rabelo, Rodrigo Vieira Costa Lima, Priscila Brizolla de Campos, Flair José Carrilho, Claudia P Oliveira, Division of Gastroenterology and Hepatology, Department of Gastroenterology (LIM 07), University of São Paulo School of Medicine, São Paulo 05403-000, Brazil
| | - Rejane Mattar
- Daniel Ferraz de Campos Mazo, Rejane Mattar, José Tadeu Stefano, Joyce Matie Kinoshita da Silva-Etto, Márcio Augusto Diniz, Sebastião Mauro Bezerra Duarte, Fabíola Rabelo, Rodrigo Vieira Costa Lima, Priscila Brizolla de Campos, Flair José Carrilho, Claudia P Oliveira, Division of Gastroenterology and Hepatology, Department of Gastroenterology (LIM 07), University of São Paulo School of Medicine, São Paulo 05403-000, Brazil
| | - José Tadeu Stefano
- Daniel Ferraz de Campos Mazo, Rejane Mattar, José Tadeu Stefano, Joyce Matie Kinoshita da Silva-Etto, Márcio Augusto Diniz, Sebastião Mauro Bezerra Duarte, Fabíola Rabelo, Rodrigo Vieira Costa Lima, Priscila Brizolla de Campos, Flair José Carrilho, Claudia P Oliveira, Division of Gastroenterology and Hepatology, Department of Gastroenterology (LIM 07), University of São Paulo School of Medicine, São Paulo 05403-000, Brazil
| | - Joyce Matie Kinoshita da Silva-Etto
- Daniel Ferraz de Campos Mazo, Rejane Mattar, José Tadeu Stefano, Joyce Matie Kinoshita da Silva-Etto, Márcio Augusto Diniz, Sebastião Mauro Bezerra Duarte, Fabíola Rabelo, Rodrigo Vieira Costa Lima, Priscila Brizolla de Campos, Flair José Carrilho, Claudia P Oliveira, Division of Gastroenterology and Hepatology, Department of Gastroenterology (LIM 07), University of São Paulo School of Medicine, São Paulo 05403-000, Brazil
| | - Márcio Augusto Diniz
- Daniel Ferraz de Campos Mazo, Rejane Mattar, José Tadeu Stefano, Joyce Matie Kinoshita da Silva-Etto, Márcio Augusto Diniz, Sebastião Mauro Bezerra Duarte, Fabíola Rabelo, Rodrigo Vieira Costa Lima, Priscila Brizolla de Campos, Flair José Carrilho, Claudia P Oliveira, Division of Gastroenterology and Hepatology, Department of Gastroenterology (LIM 07), University of São Paulo School of Medicine, São Paulo 05403-000, Brazil
| | - Sebastião Mauro Bezerra Duarte
- Daniel Ferraz de Campos Mazo, Rejane Mattar, José Tadeu Stefano, Joyce Matie Kinoshita da Silva-Etto, Márcio Augusto Diniz, Sebastião Mauro Bezerra Duarte, Fabíola Rabelo, Rodrigo Vieira Costa Lima, Priscila Brizolla de Campos, Flair José Carrilho, Claudia P Oliveira, Division of Gastroenterology and Hepatology, Department of Gastroenterology (LIM 07), University of São Paulo School of Medicine, São Paulo 05403-000, Brazil
| | - Fabíola Rabelo
- Daniel Ferraz de Campos Mazo, Rejane Mattar, José Tadeu Stefano, Joyce Matie Kinoshita da Silva-Etto, Márcio Augusto Diniz, Sebastião Mauro Bezerra Duarte, Fabíola Rabelo, Rodrigo Vieira Costa Lima, Priscila Brizolla de Campos, Flair José Carrilho, Claudia P Oliveira, Division of Gastroenterology and Hepatology, Department of Gastroenterology (LIM 07), University of São Paulo School of Medicine, São Paulo 05403-000, Brazil
| | - Rodrigo Vieira Costa Lima
- Daniel Ferraz de Campos Mazo, Rejane Mattar, José Tadeu Stefano, Joyce Matie Kinoshita da Silva-Etto, Márcio Augusto Diniz, Sebastião Mauro Bezerra Duarte, Fabíola Rabelo, Rodrigo Vieira Costa Lima, Priscila Brizolla de Campos, Flair José Carrilho, Claudia P Oliveira, Division of Gastroenterology and Hepatology, Department of Gastroenterology (LIM 07), University of São Paulo School of Medicine, São Paulo 05403-000, Brazil
| | - Priscila Brizolla de Campos
- Daniel Ferraz de Campos Mazo, Rejane Mattar, José Tadeu Stefano, Joyce Matie Kinoshita da Silva-Etto, Márcio Augusto Diniz, Sebastião Mauro Bezerra Duarte, Fabíola Rabelo, Rodrigo Vieira Costa Lima, Priscila Brizolla de Campos, Flair José Carrilho, Claudia P Oliveira, Division of Gastroenterology and Hepatology, Department of Gastroenterology (LIM 07), University of São Paulo School of Medicine, São Paulo 05403-000, Brazil
| | - Flair José Carrilho
- Daniel Ferraz de Campos Mazo, Rejane Mattar, José Tadeu Stefano, Joyce Matie Kinoshita da Silva-Etto, Márcio Augusto Diniz, Sebastião Mauro Bezerra Duarte, Fabíola Rabelo, Rodrigo Vieira Costa Lima, Priscila Brizolla de Campos, Flair José Carrilho, Claudia P Oliveira, Division of Gastroenterology and Hepatology, Department of Gastroenterology (LIM 07), University of São Paulo School of Medicine, São Paulo 05403-000, Brazil
| | - Claudia P Oliveira
- Daniel Ferraz de Campos Mazo, Rejane Mattar, José Tadeu Stefano, Joyce Matie Kinoshita da Silva-Etto, Márcio Augusto Diniz, Sebastião Mauro Bezerra Duarte, Fabíola Rabelo, Rodrigo Vieira Costa Lima, Priscila Brizolla de Campos, Flair José Carrilho, Claudia P Oliveira, Division of Gastroenterology and Hepatology, Department of Gastroenterology (LIM 07), University of São Paulo School of Medicine, São Paulo 05403-000, Brazil
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11
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Hartwig FP, Horta BL, Smith GD, de Mola CL, Victora CG. Association of lactase persistence genotype with milk consumption, obesity and blood pressure: a Mendelian randomization study in the 1982 Pelotas (Brazil) Birth Cohort, with a systematic review and meta-analysis. Int J Epidemiol 2016; 45:1573-1587. [PMID: 27170764 PMCID: PMC5100608 DOI: 10.1093/ije/dyw074] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2016] [Indexed: 11/13/2022] Open
Abstract
Background: Milk intake has been associated with lower blood pressure (BP) in observational studies, and randomized controlled trials suggested that milk-derived tripeptides have BP-lowering effects. Milk intake has also been associated with body mass index (BMI). Nevertheless, it is unclear whether increasing milk consumption would reduce BP in the general population. Methods: We investigated the association of milk intake with obesity and BP using genetically-defined lactase persistence (LP) based on the rs4988235 polymorphism in a Mendelian randomization design in the 1982 Pelotas (Southern Brazil) Birth Cohort. These results were combined with published reports identified through a systematic review using meta-analysis. Results: In the 1982 Pelotas Birth Cohort, milk intake was 42 [95% confidence interval (CI): 18; 67) ml/day higher in LP individuals. In conventional observational analysis, each 1-dl/day increase in milk intake was associated with −0.26 (95% CI: −0.33; −0.19) kg/m2 in BMI and −0.31 (95% CI: −0.46; −0.16) and -0.35 (95% CI: −0.46; −0.23) mmHg in systolic and diastolic BP, respectively. These results were not corroborated when analysing LP status, but confidence intervals were large. In random effects meta-analysis, LP individuals presented higher BMI [0.17 (95% CI: 0.07; 0.27) kg/m2] and higher odds of overweight-obesity [1.09 (95% CI: 1.02; 1.17)]. There were no reliable associations for BP. Conclusions: Our study supports that LP is positively associated with obesity, suggesting that the negative association of milk intake with obesity is likely due to limitations of conventional observational studies. Our findings also do not support that increased milk intake leads to lower BP.
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Affiliation(s)
| | - Bernardo Lessa Horta
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
| | | | | | - Cesar Gomes Victora
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
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12
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Bergholdt HKM, Nordestgaard BG, Ellervik C. Milk intake is not associated with low risk of diabetes or overweight-obesity: a Mendelian randomization study in 97,811 Danish individuals. Am J Clin Nutr 2015; 102:487-96. [PMID: 26156736 DOI: 10.3945/ajcn.114.105049] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Accepted: 06/02/2015] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND High dairy/milk intake has been associated with a low risk of type 2 diabetes observationally, but whether this represents a causal association is unknown. OBJECTIVE We tested the hypothesis that high milk intake is associated with a low risk of type 2 diabetes and of overweight-obesity, observationally and genetically. DESIGN In 97,811 individuals from the Danish general population, we examined the risk of incident type 2 diabetes and of overweight-obesity by milk intake observationally and by LCT-13910 C/T genotype [polymorphism (rs4988235) upstream from the lactase (LCT) gene], where TT and TC genotypes are associated with lactase persistence and CC with nonpersistence. RESULTS Observationally for any compared with no milk intake, the HR for type 2 diabetes was 1.10 (95% CI: 0.98, 1.24; P = 0.11), whereas the OR for overweight-obesity was 1.06 (1.02, 1.09; P = 0.002). Median milk intake was 5 glasses/wk (IQR: 0-10) for lactase TT/TC persistence and 3 (0-7) for CC nonpersistence. Genetically for lactase TT/TC persistence compared with CC nonpersistence, the OR was 0.96 (0.86, 1.08; P = 0.50) for type 2 diabetes and 1.06 (1.00, 1.12; P = 0.04) for overweight-obesity. In a stratified analysis for type 2 diabetes, corresponding values in those with and without milk intake were 0.88 (0.76, 1.03; P = 0.11) and 1.35 (1.07, 1.70; P = 0.01) (P-interaction: 0.002), whereas no gene-milk interaction on overweight-obesity was found. For a 1-glass/wk higher milk intake, the genetic risk ratio for type 2 diabetes was 0.99 (0.93, 1.06), and the corresponding observational risk was 1.01 (1.00, 1.01). For overweight-obesity, the corresponding values were 1.01 (1.00, 1.02) genetically and 1.00 (1.00, 1.01) observationally. CONCLUSIONS High milk intake is not associated with a low risk of type 2 diabetes or overweight-obesity, observationally or genetically via lactase persistence. The higher risk of type 2 diabetes in lactase-persistent individuals without milk intake likely is explained by collider stratification bias.
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Affiliation(s)
- Helle K M Bergholdt
- Department of Clinical Biochemistry, Naestved Hospital, Naestved, Denmark; Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Børge G Nordestgaard
- Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Department of Clinical Biochemistry and the Copenhagen General Population Study, Herlev Hospital, Copenhagen University Hospital, Copenhagen, Denmark; The Copenhagen City Heart Study, Frederiksberg Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | - Christina Ellervik
- Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Department of Research, Nykoebing Falster Hospital, Nykoebing Falster, Denmark; and Department of Laboratory Medicine, Boston Children's Hospital, Boston, MA
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13
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Boef AGC, Dekkers OM, le Cessie S. Mendelian randomization studies: a review of the approaches used and the quality of reporting. Int J Epidemiol 2015; 44:496-511. [PMID: 25953784 DOI: 10.1093/ije/dyv071] [Citation(s) in RCA: 368] [Impact Index Per Article: 36.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/09/2015] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Mendelian randomization (MR) studies investigate the effect of genetic variation in levels of an exposure on an outcome, thereby using genetic variation as an instrumental variable (IV). We provide a meta-epidemiological overview of the methodological approaches used in MR studies, and evaluate the discussion of MR assumptions and reporting of statistical methods. METHODS We searched PubMed, Medline, Embase and Web of Science for MR studies up to December 2013. We assessed (i) the MR approach used; (ii) whether the plausibility of MR assumptions was discussed; and (iii) whether the statistical methods used were reported adequately. RESULTS Of 99 studies using data from one study population, 32 used genetic information as a proxy for the exposure without further estimation, 44 performed a formal IV analysis, 7 compared the observed with the expected genotype-outcome association, and 1 used both the latter two approaches. The 80 studies using data from multiple study populations used many different approaches to combine the data; 52 of these studies used some form of IV analysis; 44% of studies discussed the plausibility of all three MR assumptions in their study. Statistical methods used for IV analysis were insufficiently described in 14% of studies. CONCLUSIONS Most MR studies either use the genotype as a proxy for exposure without further estimation or perform an IV analysis. The discussion of underlying assumptions and reporting of statistical methods for IV analysis are frequently insufficient. Studies using data from multiple study populations are further complicated by the combination of data or estimates. We provide a checklist for the reporting of MR studies.
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Affiliation(s)
- Anna G C Boef
- Department of Clinical Epidemiology, Department of Endocrinology and Metabolic Diseases, and Department of Medical Statistics and Bioinformatics, Leiden University Medical Centre, Leiden, The Netherlands.
| | - Olaf M Dekkers
- Department of Clinical Epidemiology, Department of Endocrinology and Metabolic Diseases, and Department of Medical Statistics and Bioinformatics, Leiden University Medical Centre, Leiden, The Netherlands. Department of Clinical Epidemiology, Department of Endocrinology and Metabolic Diseases, and Department of Medical Statistics and Bioinformatics, Leiden University Medical Centre, Leiden, The Netherlands
| | - Saskia le Cessie
- Department of Clinical Epidemiology, Department of Endocrinology and Metabolic Diseases, and Department of Medical Statistics and Bioinformatics, Leiden University Medical Centre, Leiden, The Netherlands. Department of Clinical Epidemiology, Department of Endocrinology and Metabolic Diseases, and Department of Medical Statistics and Bioinformatics, Leiden University Medical Centre, Leiden, The Netherlands
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14
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Friedrich DC, de Andrade FM, Fiegenbaum M, de Almeida S, Mattevi VS, Callegari-Jacques SM, Hutz MH. The lactase persistence genotype is a protective factor for the metabolic syndrome. Genet Mol Biol 2014; 37:611-5. [PMID: 25505833 PMCID: PMC4261958 DOI: 10.1590/s1415-47572014005000012] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2014] [Accepted: 07/15/2014] [Indexed: 01/05/2023] Open
Abstract
The Metabolic Syndrome (MetS) is defined as a pattern of metabolic disturbances, which include central obesity, insulin resistance and hyperglycemia, dyslipidemia, and hypertension. Milk has been promoted as a healthy beverage that can improve the management of MetS. Most human adults, however, down-regulate the production of intestinal lactase after weaning. Lactase encoded by the LCT gene is necessary for lactose digestion. The -13910C > T SNP (rs4988235) is responsible for the lactase persistence phenotype in European populations. We herein investigated whether the lactase persistence genotype is also associated with the MetS in subjects from a Brazilian population of European descent. This study consisted of 334 individuals (average age of 41 years) genotyped by PCR-based methods for the -13910C > T SNP. Clinical data were assessed and the genotypes were tested for their independent contribution to the MetS using chi-square tests and multiple logistic regression analysis. Univariate analyses showed that hypertension and MetS prevalence were higher in individuals with the lactase non-persistence genotype than in lactase persistence subjects. Furthermore, lactase persistence was associated with a lower risk for MetS (OR = 0.467; 95% CI 0.264-0.824; p = 0.009). These results suggest that LCT genotypes can be a valuable tool for the management of MetS treatment.
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Affiliation(s)
- Deise C. Friedrich
- Departamento de Genética,
Universidade Federal do Rio Grande do Sul,
Porto Alegre,
RS,
Brazil
| | | | - Marilu Fiegenbaum
- Pós-Graduação em Ciências da Saúde,
Universidade Federal de Ciências da Saúde de Porto Alegre,
Porto Alegre,
RS,
Brazil
| | - Silvana de Almeida
- Pós-Graduação em Ciências da Saúde,
Universidade Federal de Ciências da Saúde de Porto Alegre,
Porto Alegre,
RS,
Brazil
| | - Vanessa S. Mattevi
- Pós-Graduação em Ciências da Saúde,
Universidade Federal de Ciências da Saúde de Porto Alegre,
Porto Alegre,
RS,
Brazil
| | | | - Mara H. Hutz
- Departamento de Genética,
Universidade Federal do Rio Grande do Sul,
Porto Alegre,
RS,
Brazil
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15
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Sun Y, Jiang C, Cheng KK, Zhang W, Leung GM, Lam TH, Schooling CM. Milk consumption and cardiovascular risk factors in older Chinese: the Guangzhou Biobank Cohort Study. PLoS One 2014; 9:e84813. [PMID: 24416290 PMCID: PMC3885601 DOI: 10.1371/journal.pone.0084813] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2013] [Accepted: 11/27/2013] [Indexed: 12/15/2022] Open
Abstract
Background Dairy products consumption is increasingly common globally. Most of the evidence concerning dairy products comes from observational studies in western populations which are inevitably open to confounding. To triangulate the evidence concerning dairy products, we examined the associations of whole cow's milk consumption with cardiovascular risk factors in a non-Western setting with a different pattern of milk consumption and cardiovascular diseases from Western populations. Methods We used multivariable censored linear or logistic regression to examine cross-sectionally the adjusted associations of whole cow's milk consumption (none (n = 14892), 1–3/week (n = 2689) and 3+/week (n = 2754)) with cardiovascular risk factors in Chinese (≥50 years) in the Guangzhou Biobank Cohort Study. Results Whole cow's milk consumption was negatively associated with systolic blood pressure (3+/week compared to none −2.56 mmHg, 95% confidence interval (CI) −3.63 to −1.49), diastolic blood pressure (−1.32 mmHg, 95% CI −1.87 to −0.77) and triglycerides (−0.06 mmol/L, 95% CI −0.11 to −0.002), but was positively associated with HDL-cholesterol (0.02 mmol/L,95% CI 0.01 to 0.04) and fasting glucose (0.08 mmol/L, 95% CI 0.01 to 0.16) adjusted for age, sex, phase of study, socio-economic position, lifestyle (smoking, alcohol use and physical activity) and adiposity, but had no obvious association with LDL-cholesterol or the presence of diabetes. Conclusions Whole cow's milk consumption had heterogeneous associations with cardiovascular risk factors. Higher whole cow's milk consumption was associated with lower levels of specific cardiovascular risk factors which might suggest risk factor specific biological pathways with different relations to blood pressure and lipids than glucose.
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Affiliation(s)
- Yangbo Sun
- Lifestyle and Lifecourse Epidemiology Group, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, SAR, China
| | | | - Kar Keung Cheng
- Department of Public Health and Epidemiology, University of Birmingham, Birmingham, United Kingdom
| | | | - Gabriel M. Leung
- Lifestyle and Lifecourse Epidemiology Group, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, SAR, China
| | - Tai Hing Lam
- Lifestyle and Lifecourse Epidemiology Group, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, SAR, China
- * E-mail:
| | - C. Mary Schooling
- Lifestyle and Lifecourse Epidemiology Group, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, SAR, China
- School of Public Health, CUNY, New York, New York, United States of America
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16
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Lamri A, Poli A, Emery N, Bellili N, Velho G, Lantieri O, Balkau B, Marre M, Fumeron F. The lactase persistence genotype is associated with body mass index and dairy consumption in the D.E.S.I.R. study. Metabolism 2013; 62:1323-9. [PMID: 23647908 DOI: 10.1016/j.metabol.2013.04.006] [Citation(s) in RCA: 28] [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: 11/20/2012] [Revised: 03/05/2013] [Accepted: 04/03/2013] [Indexed: 12/13/2022]
Abstract
OBJECTIVE The T allele of a functional polymorphism (rs4988235: LCT-13910 C>T), close to the lactase gene, correlates with lactase persistence (LP) in adults. The LP genotype (TT+TC) has been associated with a higher BMI in European populations in cross-sectional studies. In the French D.E.S.I.R. cohort, a high consumption of dairy products was associated with a lower body weight gain over 9-years, and with a lower incidence of high plasma glucose levels and/or the metabolic syndrome. Our aim was to test in this study, the association of rs4988235 with BMI and related metabolic diseases, in interaction with dairy product consumption. METHODS Among 5212 subjects from D.E.S.I.R., 3575 Caucasians born in mainland France were genotyped and followed over 9years. RESULTS Those with the LP genotype (frequency: 78.5%) had a higher dairy product consumption, at inclusion and at year-9 (P<0.001). They also had a higher BMI at both time points (difference=0.3kg/m(2), P=0.05), but this effect was restricted to medium/high dairy product consumers (difference=0.5kg/m(2), P=0.006). This genotype was also associated with the metabolic syndrome (IDF definition), but this association disappeared after adjustment for BMI. In the whole population, the C allele was associated with a higher prevalence of impaired fasting glycemia and/or type 2 diabetes. CONCLUSIONS The lactase persistence genotype was shown to be associated with a higher BMI in a longitudinal study, mainly in those consuming high amounts of dairy products. The association of the C allele, responsible for lactase non-persistence, with the risk of hyperglycemia needs to be replicated.
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Affiliation(s)
- Amel Lamri
- INSERM, U695, Genetic Determinants of Type 2 Diabetes and Its Vascular Complications, Paris, France; Univ Paris Diderot, Sorbonne Paris Cité, UMRS 695, UFR de Médecine Site Bichat, Paris, France
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Lactase non-persistence as a determinant of milk avoidance and calcium intake in children and adolescents. J Nutr Sci 2013; 2:e26. [PMID: 25191575 PMCID: PMC4153075 DOI: 10.1017/jns.2013.11] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2012] [Revised: 02/22/2013] [Accepted: 03/05/2013] [Indexed: 11/23/2022] Open
Abstract
This study examines if lactase non-persistent (LNP) children and adolescents differ from
those who are lactase persistent (LP) as regards milk avoidance and Ca intake. We also
studied potential differences in anthropometric features related to obesity, and examined
if milk avoidance is associated with lactase-persistence status. Additionally, we aimed to
determine if heterozygous subjects showed an intermediary phenotype as regards Ca intake.
Furthermore, we tested if LP and LNP influence vitamin D intake. The European Youth Heart
Study is an ongoing international, multi-centre cohort study primarily designed to address
CVD risk factors. Children (n 298, mean age 9·6 years) and adolescents
(n 386, mean age 15·6 years) belonging to the Swedish part of the
European Youth Heart Study were genotyped for the LCT-13910 C > T polymorphism.
Mendelian randomisation was used. Milk avoidance was significantly more common in LNP
adolescents (OR 3·2; 95% CI 1·5, 7·3). LP subjects had higher milk consumption
(P < 0·001). Accordingly, energy consumption derived from milk and
Ca intake was lower in LNP (P < 0·05 and
P < 0·001, respectively). Heterozygous subjects did not show an
intermediary phenotype concerning milk consumption. LP or LNP status did not affect
vitamin D intake or anthropometric variables. LNP in children and adolescents is
associated with reduced intake of milk and some milk-product-related nutritional
components, in particular Ca. This reduced intake did not affect the studied
anthropometric variables, indicators of body fat or estimated vitamin D intake. However,
independently of genotype, age and sex, daily vitamin D intake was below the recommended
intakes. Milk avoidance among adolescents but not children was associated with LNP.
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Lerchbaum E, Giuliani A, Gruber HJ, Pieber TR, Obermayer-Pietsch B. Adult-type hypolactasia and calcium intake in polycystic ovary syndrome. Clin Endocrinol (Oxf) 2012; 77:834-43. [PMID: 22233423 DOI: 10.1111/j.1365-2265.2012.04334.x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
OBJECTIVE Adult-type hypolactasia (ATH) is related to lower calcium and milk intake, which might be associated with obesity and metabolic disturbances. Women with polycystic ovary syndrome (PCOS) frequently suffer from metabolic disturbances including central obesity. We aimed to examine the association of ATH and calcium intake with anthropometric, metabolic and endocrine parameters in a cohort of PCOS and control women. DESIGN Metabolic, endocrine and anthropometric measurements and oral glucose tolerance tests were performed in 504 PCOS and 366 control women. Genotyping of ATH, defined by the -13910 variant of the MCM6 gene, was performed. Calcium intake was assessed by questionnaires. RESULTS Adult-type hypolactasia was more prevalent in PCOS women (29·8%) than in controls (23·5%) (P = 0·040). PCOS women with ATH had higher waist-to-hip ratio (WHR) (0·80 [0·75-0·88] vs 0·78 [0·73-0·85], P = 0·046), glucose 2 h (5·28 [4·57-6·33] mmol/l vs 5·67 [4·68-6·78] mmol/l, P = 0·037), HbA1c (5·2 [5·0-5·4]%vs 5·1 [5·0-5·3]%, P = 0·009), parathyroid hormone (3·72(2·91-4·86] pmol/l vs 3·61 [2·94-4·63] pmol/l, P = 0·030) and Ferriman-Gallwey-Scores (FG Scores) (7 [3-12] vs 4 [1-9], P = 0·002) and lower 25(OH)D levels (54·4 [35·2-80·6] nmol/l vs 68·4 [49·7-89·4] nmol/l, P < 0·001) than PCOS women without ATH. The association of 25(OH)D and FG-Scores with ATH remained significant in age-, BMI- and WHR-adjusted analyses. PCOS women within the highest quartile of calcium intake had significantly lower testosterone (P = 0·023) and androstenedione (P = 0·032) and significantly higher high-density lipoprotein (HDL) levels (P = 0·035) than PCOS women with lower calcium intake. CONCLUSION Our results indicate an association of ATH with PCOS susceptibility. Moreover, ATH might influence WHR, HbA1c and FG-Scores as well as 25(OH)D levels. Higher calcium intake was associated with lower androgens and higher HDL levels.
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Almon R, Álvarez-León EE, Serra-Majem L. Association of the European lactase persistence variant (LCT-13910 C>T polymorphism) with obesity in the Canary Islands. PLoS One 2012; 7:e43978. [PMID: 22937140 PMCID: PMC3427248 DOI: 10.1371/journal.pone.0043978] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2012] [Accepted: 07/27/2012] [Indexed: 12/17/2022] Open
Abstract
Background European lactose tolerance genotype (LCT -13910 C>T, rs4988234) has been positively associated to body mass indexes (BMI) in a meta-analysis of 31,720 individuals of northern and central European descent. A strong association of lactase persistence (LP) with BMI and obesity has also been traced in a Spanish Mediterranean population. The aim of this study was to analyze a potential association of LP compared to lactase non-persistence (LNP) with BMI in inhabitants of the Canary Islands of Spain using Mendelian randomization. Methods A representative, randomly sampled population of adults belonging to the Canary Islands Nutrition Survey (ENCA) in Spain, aged 18–75 years (n = 551), was genotyped for the LCT – 13910 C>T polymorphism. Milk consumption was assessed by a validated questionnaire. Anthropometric variables were directly measured. WHO classification of BMI was used. Results LP individuals were significantly more obese than LNP subjects (χ2 = 10.59; p<0.005). LP showed in a multivariate linear regression analysis showed a positive association of LP with BMI compared to LNP, (β = 0.96; 95% CI: 0.08–1.85, p = 0.033). In a multinomial logistic regression analysis normal range weight LP subjects showed an odds ratio for obesity of 2.41; 95%CI 1.39–418, (p = 0.002) compared to LNP. Conclusions The T-13910 of the allele LCT-13910 C>T polymorphism is positively associated with BMI. LP increases significantly the risk to develop obesity in the studied population. The LCT-13910 C>T polymorphism stands proxy for the lifetime exposure pattern, milk intake, that may increase susceptibility to obesity and to obesity related pathologies.
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Affiliation(s)
- Ricardo Almon
- Family Medicine Research Centre, School of Health and Medical Sciences, Örebro University, Örebro, Sweden.
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Abstract
Most people are born with the ability to digest lactose, the major carbohydrate in milk and the main source of nutrition until weaning. Approximately 75% of the world’s population loses this ability at some point, while others can digest lactose into adulthood. This review discusses the lactase-persistence alleles that have arisen in different populations around the world, diagnosis of lactose intolerance, and its symptomatology and management.
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Affiliation(s)
- Rejane Mattar
- Department of Gastroenterology, University of São Paulo School of Medicine, São Paulo, Brazil
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Elguezabal N, Chamorro S, Molina E, Garrido JM, Izeta A, Rodrigo L, Juste RA. Lactase persistence, NOD2 status and Mycobacterium avium subsp. paratuberculosis infection associations to Inflammatory Bowel Disease. Gut Pathog 2012; 4:6. [PMID: 22742424 PMCID: PMC3441432 DOI: 10.1186/1757-4749-4-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2012] [Accepted: 06/24/2012] [Indexed: 12/27/2022] Open
Abstract
Background Inflammatory Bowel Disease (IBD), which includes both Crohn’s disease (CD) and ulcerative colitis (UC), is caused by a complex interplay involving genetic predisposition, environmental factors and an infectious agent. Mycobacterium avium subsp. paratuberculosis (MAP) is a promising pathogen candidate since it produces a chronic intestinal inflammatory disease in ruminants that resembles CD in humans. MAP is a ubiquitous microorganism, although its presence in the food chain, especially in milk from infected animals, is what made us think that there could be an association between lactase persistence (LP) and IBD. The LCT mutation has brought adaptation to dairy farming which in turn would have increased exposure of the population to infection by MAP. NOD2 gene mutations are highly associated to CD. Methods In our study, CD and UC patients and controls from the North of Spain were genotyped for the lactase gene (LCT) and for three NOD-2 variants, R702W, G908R and Cins1007fs. MAP PCR was carried out in order to assess MAP infection status and these results were correlated with LCT and NOD2 genotypes. Results As for LP, no association was found with IBD, although UC patients were less likely to present the T/T−13910 variant compared to controls, showing a higher C-allele frequency and a tendency to lactase non-persistence (LNP). NOD2 mutations were associated to CD being the per-allele risk higher for the Cins1007fs variant. MAP infection was more extended among the healthy controls (45.2%) compared to CD patients (21.38%) and UC patients (19.04%) and this was attributed to therapy. The Asturian CD cohort presented higher levels of MAP prevalence (38.6%) compared to the Basque CD cohort (15.5%), differences also attributed to therapy. No interaction was found between MAP infection and LCT or NOD2 status. Conclusions We conclude that LP is not significantly associated with IBD, but that MAP infection and NOD2 do show not mutually interacting associations with IBD.
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Affiliation(s)
- Natalia Elguezabal
- Animal Health Department, NEIKER-Instituto Vasco de Investigación y Desarrollo Agrario, Berreaga, Derio, Bizkaia, 1,48160, Spain.
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Dairy Consumption, Plasma Lipoproteins, and Cardiovascular Risk: Finding the Balance. CURRENT CARDIOVASCULAR RISK REPORTS 2011. [DOI: 10.1007/s12170-011-0213-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Corella D, Arregui M, Coltell O, Portolés O, Guillem-Sáiz P, Carrasco P, Sorlí JV, Ortega-Azorín C, González JI, Ordovás JM. Association of the LCT-13910C>T polymorphism with obesity and its modulation by dairy products in a Mediterranean population. Obesity (Silver Spring) 2011; 19:1707-14. [PMID: 21193851 PMCID: PMC4426982 DOI: 10.1038/oby.2010.320] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The -13910C>T polymorphism (rs4988235) upstream from the lactase (LCT) gene, strongly associated with lactase persistence (LP) in Europeans, is emerging as a new candidate for obesity. We aimed to analyze the association of this polymorphism with obesity-related variables and its modulation by dairy product intake in an elderly population. We studied 940 high-cardiovascular risk Spanish subjects (aged 67 ± 7 years). Dairy product consumption was assessed by a validated questionnaire. Anthropometric variables were directly measured, and metabolic syndrome-related variables were obtained. Prevalence of genotypes was: 38.0% CC (lactase nonpersistent (LNP)), 45.7% CT, and 16.3% TT. The CC genotype was not associated with lower milk or dairy product consumption in the whole population. Only in women was dairy intake significantly lower in CC subjects. The most important association was obtained with anthropometric measurements. CC individuals had lower weight (P = 0.032), lower BMI (29.7 ± 4.2 vs. 30.6 ± 4.2 kg/m(2); P = 0.003) and lower waist circumference (101.1 ± 11.8 vs. 103.5 ± 11.5 cm; P = 0.005) than T-allele carriers. Obesity risk was also significantly higher in T-allele carriers than in CC individuals (odds ratio (OR): 1.38; 95% confidence interval (CI): 1.05-1.81; P = 0.01), and remained significant even after adjustment for sex, age, diabetes, physical activity, and energy intake. However, in subgroup analysis, these associations were found to be significant only among those consuming moderate or high lactose intakes (>8 g/day). No significant associations with lipids, glucose, or blood pressure were obtained after adjustment for BMI. In conclusion, despite not finding marked differences in dairy product consumption, this polymorphism was strongly associated with BMI and obesity and modulated by lactose intake in this Mediterranean population.
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Affiliation(s)
- Dolores Corella
- Department of Preventive Medicine and Public Health, Genetic and Molecular Epidemiology Unit School of Medicine, University of Valencia, Valencia, Spain.
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Bochud M, Rousson V. Usefulness of Mendelian randomization in observational epidemiology. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2010; 7:711-28. [PMID: 20616999 PMCID: PMC2872313 DOI: 10.3390/ijerph7030711] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2009] [Accepted: 02/16/2010] [Indexed: 11/16/2022]
Abstract
Mendelian randomization refers to the random allocation of alleles at the time of gamete formation. In observational epidemiology, this refers to the use of genetic variants to estimate a causal effect between a modifiable risk factor and an outcome of interest. In this review, we recall the principles of a "Mendelian randomization" approach in observational epidemiology, which is based on the technique of instrumental variables; we provide simulations and an example based on real data to demonstrate its implications; we present the results of a systematic search on original articles having used this approach; and we discuss some limitations of this approach in view of what has been found so far.
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Affiliation(s)
- Murielle Bochud
- University Institute of Social and Preventive Medicine, Rue du Bugnon 17, Lausanne, Switzerland.
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