NUTRITIONAL GENOMICS: ESSENTIAL BASICS FOR NUTRITION PROFESSIONALS Mariëtte Abrahams MBA RD Course Outline Basic Genetics Nutrigenomics & Nutrigenetics Personalized health era Diet-Gene interactions in Chronic diseases What does testing involve? Limitations, Ethics & regulation of testing Nutrigenetics in the marketplace – A global view Opportunities for Dietitians Resources & Projects Pomegranate Nutrition Consulting Ltd copyright 2015 BDA endorsement applies only to the educational content of this learning activity Learning outcomes Outline the structure and function of DNA and how it is organised in cells to form the human genome Explain what gene expression is and how environmental factors such as diet can influence gene expression and genome function thereby influencing health and susceptibility to disease Explain what the fields of nutrigenomics, nutrigenetics and epigenetics are Demonstrate an understanding of the genetic basis of some chronic diseases Demonstrate a broad understanding of relevant genetics and genomics principles. Explain how genetic testing is conducted in practice Understand and be able to explain the limitations of gene testing Understand and explain the ethical and legal frameworks surrounding personalised health Visualise and create future opportunities where chronic disease prevention is concerned Outline relevant resources for accessing further detailed information Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Part 1 – The Foundation Pomegranate Nutrition Consulting Ltd copyright 2015 BDA endorsement applies only to the educational content of this learning activity What is DNA?? DNA is a long chain of building blocks (A,T,G,C) A gene is a unit of information Genes are located on chromosomes Every human has 46 chromosomes All 25 000 genes in every cell Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Human Genome project 13 year project Completed April 2003 Mapped entire human genome sequence Identified all genes in human DNA Cost $3 billion Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity The outcome 25 000 genes 3 Billion base pairs 99.9% of DNA is identical 0.1% variance has no functional significance Approx Only 1-5% of DNA code for genes Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Monogenetic vs Polygenetic diseases Monogenetic disorders eg PKU Polymorphisms are common in the population >1% Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Gene Variations Everyone has them! Changes in genetic information Single Nucleotide (base change, insert,deletion) Groups of nucleotides (repeats) Whole chromosomes (insert, delete,rearranged) Impact can be positive, negative or non-existent Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Single Nucleotide Polymorphism (SNP) Change in Single Nucleotide pair Most have no direct effect on health http://www.youtube.com/wat ch?v=9rPDa2ACtog 3-5% are functional and influence phenotypic differences (Yamada et al 2008) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Reading the literature Gene name C275T MTHFR 677C>T ADRB3 Trp64Arg Rs 123456 Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Must know nomenclature Description Allele A variation of a gene Wild type, homo/heterozygote Most common version, two copies, 1 copy of each Locus/loci An arbitrary region of the genome that can have mutations /polymorphisms Genotype vs Phenotype Inherited DNA vs measureable characteristics Polymorphism Differences in DNA sequence found commonly in >1% of population SNP vs Genome A change in a single nucleotide/ your total sum of DNA Rs numbers All SNP´s are assigned a unique rs number eg rs 9939609 Mutations Differences in DNA sequence in an individual that are rare (<1% of population) and may be unique to the Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies onlyindividual to the educational content of this learning activity Nutritional Genomics (Stover and Caudill, 2008) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Epigenetics “ Studies the silencing and activation of DNA without changing the nucleotide sequence” Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity What is Gene Expression? “ The conversion of the information encoded in a gene into mRNA and then to protein” Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Gene expression DNA codes for RNA Moves from cell nucleus to cytoplasm Directs protein synthesis Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity How Diet, Lifestyle & environment impact gene expression? Directly affect gene expression by acting as ligands for transcription factor receptors eg PUFA´s on PPAR´s Nutrients are metabolized by primary or secondary metabolic pathways thereby altering concentrations of substrates or intermediates eg folic acid (Fenech M et al., 2011) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Omics technologies Transcriptomics (mRNA,micro RNA, non-coding RNA) Metabolomics (Metabolites eg Cholesterol levels) Proteomics (protein structures and function) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity NEW NUTRITION PARADIGM The age of personalized health DNA is not your destiny Genotype does not mean phenotype Tailoring treatment and recommendations to include genetics eg “Pharmacogenomics” Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity The Disease continuum (Kauwell 2008) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity How genomic technology fits in with Nutrition Candidate gene approach Genome-wide linkage screen (Lovegrove JA, Gitau R 2008) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity From the old into the New Old Paradigm Population based Recommendations based on RDA from observational studies Adjust intake on nutritional assessment from diet, anthro,family hx,clinical,age and sex General healthy eating recommendations or prudent guidelines for general population New Paradigm Our unique DNA affects our individual nutrient requirements RDA may be based on metabotypes or ethnic groups Individual needs for vitamins, minerals and phytochemicals Move from single genenutrient interaction to a systems biology approach Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity “One man´s food is another man´s poison” Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Quick recap!! How it all started Basic Genetics What Nutritional Genomics is How diet and lifestyle impact our Genotype and susceptibility to develop chronic diseases Omics Technology Type of genetic studies How there is a shift towards a personalized health approach Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Part 2 – The Genes Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity GENES AND OBESITY Genetic contribution to BMI 40-90% difference within individuals in a population due to genetics (Atwood et al 2002) 32 loci explains <1.5% of variation in BMI It is certainly not the holy grail, but only part of the story Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Four levels of genetic contribution to Obesity 1. Genetic obesity - mutation in a single gene despite environment (1 - 5%) 2. Strong predisposition - overweight in non-obesogenic environment and obese in obesogenic environment 3. Slight predisposition - normal weight in non-obesogenic environment and overweight in obesogenic environment 4. Genetically resistant - normal weight in obesogenic environment. (Loos and Bouchard 2003) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Fat mass Obesity associated gene (FTO) T>A GWAS identified FTO SNPs as have the most important effects on obesity susceptibility and BMI FTO may play role in eating behaviour, satiety and dietary intake. Rs9939609 T>A associated with higher body weight, fat mass and higher risk of obesity. Minor allele carriers have higher intake of total energy and fat Association was replicated in several populations Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity FTO T>A genotype Prevalence 46%-74% Europeans have 1 copy 18% have two copies (A allele) 51% West Africans 28-44% of Asian descent (Kalpelainen TO et al 16% Chinese Increases risk of obesity by 30% one copy, 70% two copies (Frayling et al., 2007) A-allele carriers are 3kg heavier than non-carriers (Vialeswaran 2012) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Pomegranate Nutrition Consulting copyright 2015 Moleres BDA endorsement applies only to the educational content of this learning activity et al 2012 Moleres et al 2012 Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Impact of FTO T>A gene variant In A allele carriers high-fat diets increase obesity susceptibility. A allele increased obesity risk when consuming high SAT FAT. A allele carriers reported to consume more fat and total energy, experience less satiety. Especially children. Low physical activity accentuates the susceptibility to obesity by A allele. Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Peroxisome Proliferator activated receptor gamma (PPAR-y) Nuclear Transcription factor Plays a role in Adipocyte growth and differentiation Role in Lipid and glucose metabolism Reduced transciption related to increased regain of weight Decreased insulin sensitivity (Masud et al., 2005) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Impact of PPAR-y gene variant Pro12Ala C>G CC most common version Memisoglu et al., 2003 – Nurses health study CC individuals particularly sensitive total amount of fat in the diet with higher BMI No difference in Ala carriers MUFA intake inversely associated with BMI in Ala carriers Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Beta-2 Adrenergic Receptors (ADRB2) Gly16Arg G>A, Gln27Glu C>G GA 40%, AA 12%, CG 50%, GG 15% Involved in energy expenditure regulation through stimulating thermogenesis and lipid metabolism in adipose tissue Knockout mouse studies have conclusively shown that the adrenergic receptors are necessary for diet-induced thermogenesis, and play a critical role in the body’s defense againstPomegranate obesityNutrition (Bachman et al.,2015 2002) Consulting copyright 4 BDA endorsement applies only to the educational content of this learning activity ADRB2 SNPs associated with obesity, especially central obesity Gln27Glu (C>G) Glu27 (G) carriers more resistant to losing weight, lose weight slower, associated with all measures of obesity Martinez et al. (2003) found a significant interaction between high consumption of CHO and obesity in Glu27 carriers Gly16Arg (G>A) Long term studies showed that weight gain from childhood to adulthood and weight gain during adulthood are higher in Gly16 allele (Ellsworth et al 2002) Also Gly16 more resistant to weight loss and more likely to regain body weight after 6 months (Masuo et al., 2005) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity dietary intake of CHO >49% E produced an increased obesity risk in women carrying the Glu27 allele dietary intake of CHO >49% E associated with higher insulin levels in women carrying the Glu27 allele Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Apolipoprotein II – (APOA2) -265 T/C (TC 47%, 10-15% CC) Second most abundant protein of HDL particles SNP results in 30% drop in transcription activity. CC individuals had higher obesity risk and higher intake of total fat and SAT FAT. Three populations have shown a mean increase in BMI in CC genotypes with high SAT FAT intake but not low SAT FAT intake (Corella, 2011). Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Corella et al.,2009) These figures clearly illustrate the benefit of including genetics and diet in research studies Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity (Corella et al.,2009) “Subjects on Diets Appropriate for their Genotype Achieved Statistically significant Average Weight Loss of 6.2% of Body Weight at one year Compared to Individuals not on a Diet Matched to Genotype (2.4%)”- Stanford Univ Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Other areas in weight management The Human Obesity gene map Taste preference (TAS2R38) Reward deficiency syndrome (DA2D) Snacking and Binging (MC4R,CLOCK) Appetite (LEP-R) Obesity and Gut microbiota Epigenetics (Barres et al 2013; Hatoum et al 2011) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Motivation and Commitment? Personalised genotype advice improved motivation (Arkadianos et al., 2009) Personalized advice more understandable and enjoyable to read (Nielsen and El-Sohemy, 2012) FTO status does not impact motivation to lose weight(Jrn Gen Couns 2013, Meisel et al 2012) http://health.usnews.com/health-news/news/articles/2013/09/06/obesity-gene-tests-may-nothamper-weight-loss-efforts Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity What will the future be like? Genomic Knowledge Dietetic input Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity GENES AND DIABETES Transcription Factor 7 like 2 (TCF7L-2) Identified in 2006 TCF7L2 gene associated with type 2 diabetes, MetS and obesity. Associated with increased T2D risk possibly due to defective beta-cell functioning and impaired insulin secretion Operates via impaired glucagon-like peptide 1(GLP-1) secretion Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity (Grau et al 2010) Mean weight loss was -6.81 kg. All subjects no difference between HF and LF. CC & CT subjects no difference between HF and LF. TT genotype weight loss was 2.57kg smaller with HF than LF diet. TT do better on a LF diet. Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity m TCF7L2 C>T During lifestyle intervention, T allele carriers displayed lower reduction in BMI and total body fat. T allele requires more long term intervention to manage weight and prevent IR and diabetes. Need to manage QUALITY of CHO. GL & GI. Implement all diet & lifestyle changes that will prevent development of IR. Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity EPIC-interAct study (May 2014) The absolute high risk associated with obesity at any level of genetic risk highlights the importance of universal rather than targetted approach to lifestyle http://www.plosmedicine.org/article/info%3Adoi%2F10.1371%2Fjournal.pmed.1001647 Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Nutrigenetics and Alzheimer´s disease ApoE4 increases risk of CVD by 40% (Lovegrove & Gitau 2008) 25% in UK population 40% population will develop late onset AD Diet & lifestyle intervention REVEAL study - Impact of disclosure of APOE4 status Genotype status did impact motivation to change (Chao et al., 2008) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Nutrigenetics and CVD DNA cascade screening for Familial Hypercholesterlaemia (Scotland & Wales) LDL-R, ApoB, PCSK9 NOS-3 (Ferguson et al., 2010) MTHFR C677T (Klerk et al., 2002) Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Nutrigenetics, Epigenetics and Cancer Cruciferous veg intake improves detoxification function Contains Sulphoraphane (Ferguson and Schlothauer, 2012) Epigenetics & polyphenols Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity What researchers think….. “Dietitians and doctors can act as a reality check to Nutrigenomics, they know what goes on in the heads of their patients and clients a lot better than scientists and can therefore bridge science and practical application” Laura Bouwman PhD Wageningen university. Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Summary Genes play an important role in health homeostasis Personalization may lead to improved motivation and outcomes for chronic diseases Specific SNP´s have been repeatedly shown to impact health in different populations We don´t have all the answers in terms of gene-gene, gene-nutrient interactions, but we certainly have a starting point Although it is early days for a nutrigenomics, in the future can be used as a tool as part of a effective personalized nutrition intervention strategy New nutrition research needs to integrate genomic data Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Part 3 – Nutrigenetic testing Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity WHAT DOES TESTING INVOLVE? Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Nutrigenetic testing in the market Weight Loss Wellness Sports Performance Disease risk Lactose Intolerance Coeliac disease Urine metabolites Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Nutrigenetics a global view Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Part 4 – Limitations, Ethics and Regulation Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity LIMITATIONS OF GENE-SNP TESTING Limitation of DNA testing Chronic diseases are polygenic Contribution of single SNP to overall disease susceptibility usually small Interaction between diet-genes and gene-genes (epistatis) not identified Chronic diseases are poly-environmental Chronic diseases are more prevalent in some ethnic groups Limited Biomarkers to measure impact of SNP´s Limited standardization of testing and interpretation Only looks at part of the genome Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity ETHICS OF PERSONALISED NUTRITION Ethical issues Privacy Ready for practice? Behaviour change Individual Discrimination Psycological stigma Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Reilly and DeBusk 2008, Görman et al., 2012 Stewart-Knox et al.,2013 Bloss et al 2013 REGULATORY ENVIRONMENT Regulation of Genetic testing UK HGC /EU MHRA-medical devices US (FDA –medical devices) Hesketh 2013 Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Part 5 – The Market need Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Food4me project 2013 Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Who are Consumers and what do they want? Men and older individuals Highly educated More likely if result is likely to be positive Take preventative action May have a relative or at at risk themselves HCP endorsed (Wendel et al.,2013) Personalized Approach if high risk and symptomatic (Fallaize et al., 2013) (Collins et al 2013) Actionable Data Data to be kept safe Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Where are opportunities for Dietitians? Lead research Genomic educators in Dietetic curriculum Evolve public health guidelines Lead and contribute to commercial teams Educate public Integrate into clinical practice Development of functional foods Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Colleen Draper, R.deBusk Market trends & Highlights 2014/15 23and me banned from selling personal genome test in 2013 23andme launched in the UK 2014 AND position paper on Nutritional Genomics published First NGx sessions at both Canadian and ADA conferences Biggest investment yet in digital health Fitgenes, RevUP launch integrated platform 100 000 genome project gets more funding Competency on NGx standard for UK RD´s published BBC documentary on Personalised Nutrition aired Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Resources & Projects Food4me project (http://www.food4me.org) Human Variome project Diogenes NuGO (http://www.nugo.org) ISNN (http://www.isnn.info NHS Genetics Education centre HAPMAP consortium Micronutrient project DIFM (http://integrativerd.org) Toybox study Qua-Li-FY Competency Framework for Dietitians 2014 http://www.gbhealthwatch.com/healthwatch-tools.php http://www.geneticseducation.nhs.uk OMIM database AND position paper on Nutritional Genomics 2014 POUNDS-lost TRial Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Books Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity The real question……. Where is the evidence? vs Where should I start? Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Key messages 1 SNP does not equal chronic disease Start Learning your special interest topics Digital and Genomic technologies are changing our roles The world is moving towards prevention and personalisation The Food industry is responding to consumer demands for more healthy and personalised foods The field needs expert nutrition practitioners to lead, educate and get involved Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity THANK YOU!!! Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Inspired to learn & Apply? Basic Nutritional Genomics webinar- April 16th 2015 & June 2015- Book within next 72hrs for £145 discount 5-week online course- starts May 2015 Practical Nutrigenomics eBook – 2nd Edition Individual Coaching Want to get tested? Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Contact me Website: http://marietteabrahams.com, Email: [email protected] Twitter: @marietteabraham FB: http://facebook.com/pomegranatenutritionconsulting Phone: ++351 964450622 Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity What is next? Send final quizz and feedback questionnaire via email to [email protected] Certificate of completion sent on return of both Pick a topic and find literature! Ask questions in LinkedIn group You will receive our weekly newsletter Share the knowledge and bring a friend- earn £10 Give us a “Tweet” about the course Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Products and Services Business Consulting- Contract Partnership to provide training Spokesperson services Provide strategic advice and consumer & HCP insight Technical support New Product development Creativity & innovation (more details on our website) Business Coaching For nutrition professionals Interested? , Want to get tested? [email protected] Tel : +351964450622 Skype: pnutritionconsulting E-Book available on Smashwords - $8,99 Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity Question time Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity References ARKADIANOS, I., VALDES, A. M., MARINOS, E., FLOROU, A., GILL, R. D. & GRIMALDI, K. A. 2007. Improved weight management using genetic information to personalize a calorie controlled diet. Nutr J, 6, 29. ATWOOD, L. D., HEARD-COSTA, N. L., CUPPLES, L. A., JAQUISH, C. E., WILSON, P. W. & D'AGOSTINO, R. B. 2002. Genomewide linkage analysis of body mass index across 28 years of the Framingham Heart Study. Am J Hum Genet, 71, 1044-50. BACHMAN, E. S., DHILLON, H., ZHANG, C. Y., CINTI, S., BIANCO, A. C., KOBILKA, B. K. & LOWELL, B. B. 2002. betaAR signaling required for diet-induced thermogenesis and obesity resistance. Science, 297, 8435. CHAO, S., ROBERTS, J. S., MARTEAU, T. M., SILLIMAN, R., CUPPLES, L. A. & GREEN, R. C. 2008. Health behavior changes after genetic risk assessment for Alzheimer disease: The REVEAL Study. Alzheimer Dis Assoc Disord, 22, 94-7. CORELLA, D., ARNETT, D. K., TSAI, M. Y., KABAGAMBE, E. K., PEACOCK, J. M., HIXSON, J. E., STRAKA, R. J., PROVINCE, M., LAI, C. Q., PARNELL, L. D., BORECKI, I. & ORDOVAS, J. M. 2007. The -256T>C polymorphism in the apolipoprotein A-II gene promoter is associated with body mass index and food intake in the genetics of lipid lowering drugs and diet network study. Clin Chem, 53, 1144-52. CORELLA, D., TAI, E. S., SORLÍ, J. V., CHEW, S. K., COLTELL, O., SOTOS-PRIETO, M., GARCÍA-RIOS, A., ESTRUCH, R. & ORDOVAS, J. M. 2011. Association between the APOA2 promoter polymorphism and body weight in Mediterranean and Asian populations: replication of a gene-saturated fat interaction. Int J Obes (Lond), 35, 666-75. CORNELIS, M. C., QI, L., KRAFT, P. & HU, F. B. 2009. TCF7L2, dietary carbohydrate, and risk of type 2 diabetes in US women. Am J Clin Nutr, 89, 1256-62. Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity ELLSWORTH, D. L., COADY, S. A., CHEN, W., SRINIVASAN, S. R., ELKASABANY, A., GUSTAT, J., BOERWINKLE, E. & BERENSON, G. S. 2002. Influence of the beta2-adrenergic receptor Arg16Gly polymorphism on longitudinal changes in obesity from childhood through young adulthood in a biracial cohort: the Bogalusa Heart Study. Int J Obes Relat Metab Disord, 26, 928-37. FALLAIZE, R., MACREADY, A. L., BUTLER, L. T., ELLIS, J. A. & LOVEGROVE, J. A. 2013. An insight into the public acceptance of nutrigenomic-based personalised nutrition. Nutr Res Rev, 26, 39-48. FENECH, M., EL-SOHEMY, A., CAHILL, L., FERGUSON, L. R., FRENCH, T. A., TAI, E. S., MILNER, J., KOH, W. P., XIE, L., ZUCKER, M., BUCKLEY, M., COSGROVE, L., LOCKETT, T., FUNG, K. Y. & HEAD, R. 2011. Nutrigenetics and nutrigenomics: viewpoints on the current status and applications in nutrition research and practice. J Nutrigenet Nutrigenomics, 4, 69-89. Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity FERGUSON, J. F., PHILLIPS, C. M., MCMONAGLE, J., PÉREZ-MARTÍNEZ, P., SHAW, D. I., LOVEGROVE, J. A., HELAL, O., DEFOORT, C., GJELSTAD, I. M., DREVON, C. A., BLAAK, E. E., SARIS, W. H., LESZCZYŃSKA-GOŁABEK, I., KIECWILK, B., RISÉRUS, U., KARLSTRÖM, B., LOPEZ-MIRANDA, J. & ROCHE, H. M. 2010. NOS3 gene polymorphisms are associated with risk markers of cardiovascular disease, and interact with omega-3 polyunsaturated fatty acids. Atherosclerosis, 211, 539-44. FERGUSON, L. R. & SCHLOTHAUER, R. C. 2012. The potential role of nutritional genomics tools in validating high health foods for cancer control: broccoli as example. Mol Nutr Food Res, 56, 126-46. FRAYLING ,T.M et al 2007. A common variant in the FTO gene is associated with body mass index and predisposes to childhood and adult obesity. Science, May 11: 316(5826), 889-894 Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity GRAU, K., CAUCHI, S., HOLST, C., ASTRUP, A., MARTINEZ, J. A., SARIS, W. H., BLAAK, E. E., OPPERT, J. M., ARNER, P., RÖSSNER, S., MACDONALD, I. A., KLIMCAKOVA, E., LANGIN, D., PEDERSEN, O., FROGUEL, P. & SØRENSEN, T. I. 2010. TCF7L2 rs7903146-macronutrient interaction in obese individuals' responses to a 10-wk randomized hypoenergetic diet. Am J Clin Nutr, 91, 4729. GÖRMAN, U., MATHERS, J. C., GRIMALDI, K. A., AHLGREN, J. & NORDSTRÖM, K. 2013. Do we know enough? A scientific and ethical analysis of the basis for genetic-based personalized nutrition. Genes Nutr, 8, 373-81. HESKETH, J. 2013. Personalised nutrition: how far has nutrigenomics progressed? Eur J Clin Nutr, 67, 430-5. KAUWELL, G. P. 2008. Epigenetics: what it is and how it can affect dietetics practice. J Am Diet Assoc, 108, 1056-9. KLERK, M., VERHOEF, P., CLARKE, R., BLOM, H. J., KOK, F. J., SCHOUTEN, E. G. & GROUP, M. S. C. 2002. MTHFR 677C-->T polymorphism and risk of coronary heart disease: a meta-analysis. JAMA, 288, 2023-31. Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity LOOS, R. J. & BOUCHARD, C. 2003. Obesity--is it a genetic disorder? J Intern Med, 254, 40125. LUAN MARTÍNEZ, J. A., CORBALÁN, M. S., SÁNCHEZ-VILLEGAS, A., FORGA, L., MARTI, A. & MARTÍNEZ-GONZÁLEZ, M. A. 2003. Obesity risk is associated with carbohydrate intake in women carrying the Gln27Glu beta2-adrenoceptor polymorphism. J Nutr, 133, 2549-54. MASUD, S., YE, S. & GROUP, S. 2003. Effect of the peroxisome proliferator activated receptor-gamma gene Pro12Ala variant on body mass index: a meta-analysis. J Med Genet, 40, 773-80. MASUO, K., KATSUYA, T., KAWAGUCHI, H., FU, Y., RAKUGI, H., OGIHARA, T. & TUCK, M. L. 2005. Rebound weight gain as associated with high plasma norepinephrine levels that are mediated through polymorphisms in the beta2-adrenoceptor. Am J Hypertens, 18, 1508-16. Meisel MEMISOGLU,A.,HU, F.B.,HANKINSON,S.E.,MANSON,J.E.,DE VIVO,I.,WILLETT,W.C.,HUNTER,D.J. 2003. Interaction between a peroxisome proliferator- activated receptor y gene polymorphism and dietary fat intake in relation to body mass. Human Molecular Genetics , 12, 22: 2923-2929 Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity MOLERES, A., OCHOA, M. C., RENDO-URTEAGA, T., MARTÍNEZ-GONZÁLEZ, M. A., AZCONA SAN JULIÁN, M. C., MARTÍNEZ, J. A., MARTI, A. & GENOI 2012. Dietary fatty acid distribution modifies obesity risk linked to the rs9939609 polymorphism of the fat mass and obesity-associated gene in a Spanish casecontrol study of children. Br J Nutr, 107, 533-8. NIELSEN, D. E. & EL-SOHEMY, A. 2012. A randomized trial of genetic information for personalized nutrition. Genes Nutr, 7, 559-66. ORTEGA-AZORÍN, C., SORLÍ, J. V., ASENSIO, E. M., COLTELL, O., MARTÍNEZGONZÁLEZ, M., SALAS-SALVADÓ, J., COVAS, M. I., ARÓS, F., LAPETRA, J., SERRA-MAJEM, L., GÓMEZ-GRACIA, E., FIOL, M., SÁEZ-TORMO, G., PINTÓ, X., MUÑOZ, M. A., ROS, E., ORDOVÁS, J. M., ESTRUCH, R. & CORELLA, D. 2012. Associations of the FTO rs9939609 and the MC4R rs17782313 polymorphisms with type 2 diabetes are modulated by diet, being higher when adherence to the Mediterranean diet pattern is low. Cardiovasc Diabetol, 11, 137. Pomegranate Nutrition Consulting copyright 2015 BDA endorsement applies only to the educational content of this learning activity REILLY, P. 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