Nutrigenomics
Encyclopedia
Nutrigenomics is the study of the effects of foods and food
Food
Food is any substance consumed to provide nutritional support for the body. It is usually of plant or animal origin, and contains essential nutrients, such as carbohydrates, fats, proteins, vitamins, or minerals...

 constituents on gene expression. It is about how our DNA
DNA
Deoxyribonucleic acid is a nucleic acid that contains the genetic instructions used in the development and functioning of all known living organisms . The DNA segments that carry this genetic information are called genes, but other DNA sequences have structural purposes, or are involved in...

 is transcribed into mRNA and then to proteins and provides a basis for understanding the biological activity of food components. Nutrigenomics has also been described by the influence of genetic variation on nutrition
Nutrition
Nutrition is the provision, to cells and organisms, of the materials necessary to support life. Many common health problems can be prevented or alleviated with a healthy diet....

 by correlating gene
Gene
A gene is a molecular unit of heredity of a living organism. It is a name given to some stretches of DNA and RNA that code for a type of protein or for an RNA chain that has a function in the organism. Living beings depend on genes, as they specify all proteins and functional RNA chains...

 expression or single-nucleotide polymorphisms with a nutrient's absorption
Absorption (Pharmacokinetics)
In pharmacology , absorption is the movement of a drug into the bloodstream.Absorption involves several phases...

, metabolism
Metabolism
Metabolism is the set of chemical reactions that happen in the cells of living organisms to sustain life. These processes allow organisms to grow and reproduce, maintain their structures, and respond to their environments. Metabolism is usually divided into two categories...

, elimination or biological effects. By doing so, nutrigenomics aims to develop rational means to optimise nutrition
Nutrition
Nutrition is the provision, to cells and organisms, of the materials necessary to support life. Many common health problems can be prevented or alleviated with a healthy diet....

, with respect to the subject's genotype
Genotype
The genotype is the genetic makeup of a cell, an organism, or an individual usually with reference to a specific character under consideration...

.

By determining the mechanism of the effects of nutrients or the effects of a nutritional regime, nutrigenomics tries to define the causality|relationship between these specific nutrients and specific nutrient regimes (diets) on human health. Nutrigenomics has been associated with the idea of personalized nutrition based on genotype. While there is hope that nutrigenomics will ultimately enable such personalised dietary advice, it is a science still in its infancy and its contribution to public health
Public health
Public health is "the science and art of preventing disease, prolonging life and promoting health through the organized efforts and informed choices of society, organizations, public and private, communities and individuals" . It is concerned with threats to health based on population health...

 over the next decade is thought to be major.

Definitions

Nutrigenomics has been defined as the application of high-throughput genomic tools in
nutrition research. It can also be seen as research to provide people with methods and tools who are looking for disease preventing and health promoting foods that match their lifestyles, cultures and genetics.

The term "high throughput
High-throughput screening
High-throughput screening is a method for scientific experimentation especially used in drug discovery and relevant to the fields of biology and chemistry. Using robotics, data processing and control software, liquid handling devices, and sensitive detectors, High-Throughput Screening allows a...

 tools" in nutrigenomics refers to genetic tools that enable millions of genetic screening tests to be conducted at a single time. When such high throughput screening is applied in nutrition research, it allows the examination of how nutrients affect the thousands of genes present in the human genome. Nutrigenomics involves the characterization of gene products
Gene product
A gene product is the biochemical material, either RNA or protein, resulting from expression of a gene. A measurement of the amount of gene product is sometimes used to infer how active a gene is. Abnormal amounts of gene product can be correlated with disease-causing alleles, such as the...

 and the physiological function and interactions of these products. This includes how nutrients impact on the production and action of specific gene products and how these proteins in turn affect the response to nutrients.

Background and preventive health

Throughout the 20th century, nutritional science focused on finding vitamins and minerals
Dietary mineral
Dietary minerals are the chemical elements required by living organisms, other than the four elements carbon, hydrogen, nitrogen, and oxygen present in common organic molecules. Examples of mineral elements include calcium, magnesium, potassium, sodium, zinc, and iodine...

, defining their use and preventing the deficiency diseases that they caused. As the nutrition related health problems of the developed world shifted to overnutrition
Overnutrition
Overnutrition is a form of malnutrition in which nutrients are oversupplied relative to the amounts required for normal growth, development, and metabolism...

, obesity
Obesity
Obesity is a medical condition in which excess body fat has accumulated to the extent that it may have an adverse effect on health, leading to reduced life expectancy and/or increased health problems...

 and type two diabetes, the focus of modern medicine and of nutritional science changed accordingly.

In order to address the increasing incidence
Incidence (epidemiology)
Incidence is a measure of the risk of developing some new condition within a specified period of time. Although sometimes loosely expressed simply as the number of new cases during some time period, it is better expressed as a proportion or a rate with a denominator.Incidence proportion is the...

 of these diet-related-diseases, the role of diet and nutrition has been and continues to be extensively studied. To prevent the development of disease, nutrition research is investigating how nutrition can optimize and maintain cellular, tissue, organ and whole body homeostasis
Homeostasis
Homeostasis is the property of a system that regulates its internal environment and tends to maintain a stable, constant condition of properties like temperature or pH...

. This requires understanding how nutrients act at the molecular level. This involves a multitude of nutrient-related interactions at the gene, protein and metabolic levels. As a result, nutrition research has shifted from epidemiology
Epidemiology
Epidemiology is the study of health-event, health-characteristic, or health-determinant patterns in a population. It is the cornerstone method of public health research, and helps inform policy decisions and evidence-based medicine by identifying risk factors for disease and targets for preventive...

 and physiology
Physiology
Physiology is the science of the function of living systems. This includes how organisms, organ systems, organs, cells, and bio-molecules carry out the chemical or physical functions that exist in a living system. The highest honor awarded in physiology is the Nobel Prize in Physiology or...

 to molecular biology
Molecular biology
Molecular biology is the branch of biology that deals with the molecular basis of biological activity. This field overlaps with other areas of biology and chemistry, particularly genetics and biochemistry...

 and genetics
Genetics
Genetics , a discipline of biology, is the science of genes, heredity, and variation in living organisms....

 and nutrigenomics was born.

The emergence and development of nutrigenomics has been possible due to powerful developments in genetic
Genetics
Genetics , a discipline of biology, is the science of genes, heredity, and variation in living organisms....

 research
Research
Research can be defined as the scientific search for knowledge, or as any systematic investigation, to establish novel facts, solve new or existing problems, prove new ideas, or develop new theories, usually using a scientific method...

. Inter-individual differences in genetics, or genetic variability
Genetic variability
Genetic variability is a measure of the tendency of individual genotypes in a population to vary from one another. Variability is different from genetic diversity, which is the amount of variation seen in a particular population. The variability of a trait describes how much that trait tends to...

, which have an effect on metabolism and on phenotypes were recognized early in nutrition research, and such phenotypes were described. With the progress in genetics, biochemical disorders with a high nutritional relevance
Relevance
-Introduction:The concept of relevance is studied in many different fields, including cognitive sciences, logic and library and information science. Most fundamentally, however, it is studied in epistemology...

 were linked to a genetic origin. Genetic disorders which cause pathological effects were described. Such genetic disorders include the polymorphism in the gene for the hormone Leptin
Leptin
Leptin is a 16 kDa protein hormone that plays a key role in regulating energy intake and energy expenditure, including appetite and metabolism. It is one of the most important adipose derived hormones...

 which results in gross obesity. Other gene polymorphisms
Polymorphism (biology)
Polymorphism in biology occurs when two or more clearly different phenotypes exist in the same population of a species — in other words, the occurrence of more than one form or morph...

 were described with consequences for human nutrition. The folate
Folic acid
Folic acid and folate , as well as pteroyl-L-glutamic acid, pteroyl-L-glutamate, and pteroylmonoglutamic acid are forms of the water-soluble vitamin B9...

 metabolism is a good example, where a common polymorphism exists for the gene that encodes the methylene-tetrahydro-folate reductase (MTHFR)
Methylenetetrahydrofolate reductase
Methylenetetrahydrofolate reductase is an enzyme that in humans is encoded by the MTHFR gene. Methylenetetrahydrofolate reductase catalyzes the conversion of 5,10-methylenetetrahydrofolate to 5-methyltetrahydrofolate, a cosubstrate for homocysteine remethylation to methionine...

.

It was realized however, that there are possibly thousands of other gene polymorphisms which may result in minor deviations in nutritional biochemistry, where only marginal or additive effects would result from these deviations. The tools to study the physiological impact were not available at the time and are only now becoming available enabling the development of nutrigenomics. Such tools include those that measure the transcriptome - DNA microarray
DNA microarray
A DNA microarray is a collection of microscopic DNA spots attached to a solid surface. Scientists use DNA microarrays to measure the expression levels of large numbers of genes simultaneously or to genotype multiple regions of a genome...

, Exon
Exon
An exon is a nucleic acid sequence that is represented in the mature form of an RNA molecule either after portions of a precursor RNA have been removed by cis-splicing or when two or more precursor RNA molecules have been ligated by trans-splicing. The mature RNA molecule can be a messenger RNA...

 array, Tiling arrays, single nucleotide polymorphism
Single nucleotide polymorphism
A single-nucleotide polymorphism is a DNA sequence variation occurring when a single nucleotide — A, T, C or G — in the genome differs between members of a biological species or paired chromosomes in an individual...

 arrays and genotyping
Genotyping
Genotyping is the process of determining differences in the genetic make-up of an individual by examining the individual's DNA sequence using biological assays and comparing it to another individual's sequence or a reference sequence. It reveals the alleles an individual has inherited from their...

. Tools that measure the proteome
Proteome
The proteome is the entire set of proteins expressed by a genome, cell, tissue or organism. More specifically, it is the set of expressed proteins in a given type of cells or an organism at a given time under defined conditions. The term is a portmanteau of proteins and genome.The term has been...

 are less developed. These include methods based on gel electrophoresis
Gel electrophoresis
Gel electrophoresis is a method used in clinical chemistry to separate proteins by charge and or size and in biochemistry and molecular biology to separate a mixed population of DNA and RNA fragments by length, to estimate the size of DNA and RNA fragments or to separate proteins by charge...

, chromatography
Chromatography
Chromatography is the collective term for a set of laboratory techniques for the separation of mixtures....

 and mass spectrometry
Mass spectrometry
Mass spectrometry is an analytical technique that measures the mass-to-charge ratio of charged particles.It is used for determining masses of particles, for determining the elemental composition of a sample or molecule, and for elucidating the chemical structures of molecules, such as peptides and...

. Finally the tools that measure the metabolome
Metabolome
Metabolome refers to the complete set of small-molecule metabolites to be found within a biological sample, such as a single organism...

 are also less developed and include methods based on nuclear magnetic resonance imaging
Magnetic resonance imaging
Magnetic resonance imaging , nuclear magnetic resonance imaging , or magnetic resonance tomography is a medical imaging technique used in radiology to visualize detailed internal structures...

 and mass spectrometry
Mass spectrometry
Mass spectrometry is an analytical technique that measures the mass-to-charge ratio of charged particles.It is used for determining masses of particles, for determining the elemental composition of a sample or molecule, and for elucidating the chemical structures of molecules, such as peptides and...

 often in combination with gas and liquid chromatography
Gas-liquid chromatography
Gas chromatography , is a common type of chromatography used in analytical chemistry for separating and analysing compounds that can be vaporized without decomposition. Typical uses of GC include testing the purity of a particular substance, or separating the different components of a mixture...

.

Rationale and aims of nutrigenomics

In nutrigenomics, nutrients are seen as signals
Cell signaling
Cell signaling is part of a complex system of communication that governs basic cellular activities and coordinates cell actions. The ability of cells to perceive and correctly respond to their microenvironment is the basis of development, tissue repair, and immunity as well as normal tissue...

 that tell a specific cell
Cell (biology)
The cell is the basic structural and functional unit of all known living organisms. It is the smallest unit of life that is classified as a living thing, and is often called the building block of life. The Alberts text discusses how the "cellular building blocks" move to shape developing embryos....

 in the body about the diet
Diet (nutrition)
In nutrition, diet is the sum of food consumed by a person or other organism. Dietary habits are the habitual decisions an individual or culture makes when choosing what foods to eat. With the word diet, it is often implied the use of specific intake of nutrition for health or weight-management...

. The nutrients are detected by a sensor system in the cell. Such a sensory system works like sensory ecology
Sensory ecology
Sensory ecology is a relatively new field focusing on the information organisms obtain about their environment. It includes questions of what information is obtained, how it is obtained , and why the information is useful to the organism .All individual organisms interact with their environment , and...

 whereby the cell obtains information through the signal, the nutrient, about its environment, which is the diet
Diet (nutrition)
In nutrition, diet is the sum of food consumed by a person or other organism. Dietary habits are the habitual decisions an individual or culture makes when choosing what foods to eat. With the word diet, it is often implied the use of specific intake of nutrition for health or weight-management...

. The sensory system that interprets information from nutrients about the dietary environment include transcription factors together with many additional proteins. Once the nutrient interacts with such a sensory system, it changes gene
Gene expression
Gene expression is the process by which information from a gene is used in the synthesis of a functional gene product. These products are often proteins, but in non-protein coding genes such as ribosomal RNA , transfer RNA or small nuclear RNA genes, the product is a functional RNA...

, protein expression
Protein expression
Protein expression is a subcomponent of gene expression. It consists of the stages after DNA has been translated into polypeptide chains, which are ultimately folded into proteins...

 and metabolite production in accordance with the level of nutrient it senses. As a result, different diets should elicit different patterns of gene and protein expression
Protein expression
Protein expression is a subcomponent of gene expression. It consists of the stages after DNA has been translated into polypeptide chains, which are ultimately folded into proteins...

 and metabolite production. Nutrigenomics seeks to describe the patterns of these effects which have been referred to as dietary signatures. Such dietary signatures are examined in specific cells, tissues and organisms and in this way the manner by which nutrition influences homeostasis
Homeostasis
Homeostasis is the property of a system that regulates its internal environment and tends to maintain a stable, constant condition of properties like temperature or pH...

 is investigated. Genes which are affected by differing levels of nutrients need first to be identified and then their regulation is studied. Differences in this regulation as a result of differences in genes between individuals are also studied.

It is hoped that by building up knowledge in this area, nutrigenomics will promote an increased understanding of how nutrition influences metabolic pathways and homeostatic control, which will then be used to prevent the development of chronic
Chronic (medicine)
A chronic disease is a disease or other human health condition that is persistent or long-lasting in nature. The term chronic is usually applied when the course of the disease lasts for more than three months. Common chronic diseases include asthma, cancer, diabetes and HIV/AIDS.In medicine, the...

 diet related diseases such as obesity
Obesity
Obesity is a medical condition in which excess body fat has accumulated to the extent that it may have an adverse effect on health, leading to reduced life expectancy and/or increased health problems...

 and type two diabetes. Part of the approach of nutrigenomics involves finding markers of the early phase of diet related diseases; this is the phase at which intervention
Health intervention
A health intervention is an effort to promote good health behaviour such as physical exercise or to prevent bad health behaviours, e.g. promoting tobacco smoking cessation or discouraging the use of illicit drugs or excessive drinking....

 with nutrition can return the patient to health
Health
Health is the level of functional or metabolic efficiency of a living being. In humans, it is the general condition of a person's mind, body and spirit, usually meaning to be free from illness, injury or pain...

. As nutrigenomics seeks to understand the effect of different genetic predispositions
Genetic predisposition
A genetic predisposition is a genetic affectation which influences the phenotype of an individual organism within a species or population but by definition that phenotype can also be modified by the environmental conditions. In the rest of the population, conditions cannot have that effect...

 in the development of such diseases, once a marker has been found and measured in an individual, the extent to which they are susceptible
Susceptible individual
In epidemiology a susceptible individual is a member of a population who is at risk of becoming infected by a disease, or can not take a certain medicine, antibiotic, etc if he or she is exposed to the infectious agent....

 to the development of that disease will be quantified and personalized dietary recommendation can be given for that person.

The aims of nutrigenomics also includes being able to demonstrate the effect of bioactive food compounds on health and the effect of health foods on health, which should lead to the development of functional foods
Functional food
Functional food is a food where a new ingredient has been added to a food and the new product has a new function ....

 that will keep people healthy according to their individual needs.

Nutrigenomics is a rapidly emerging science still in its beginning stages. It is uncertain whether the tools to study protein expression and metabolite production have been developed to the point as to enable efficient and reliable measurements. Also once such research has been achieved, it will need to be integrated together in order to produce results and dietary recommendations. All of these technologies are still in the process of development.

Articles



"Genes associated with cholesterol metabolism, triglyceride balance, vascular flow and tissue development: APOC3, IL-6, eNOS, LPL, CETP, MTHFR:"
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"Genes associated with antioxidant function and detoxification: MnSOD, SOD3, GSTM1, GSTT1, GSTP1:"
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  • Lin, H.J., et al, Glutathione transferase GSTT1, broccoli, and prevalence of colorectal adenomas. Pharmacogenetics 12, 175-179

  • Mitrunen, K.N., et al, Glutathione S-transferase M1, M3, P1, and T1 genetic polymorphisms and susceptibility to breast cancer. Cancer Epidemiol Biomarkers Prev 10(3), 229-36 (2001)

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  • Ambrosone, C., et al. Manganese superoxide dismutase (MnSOD) genetic polymorphisms, dietary antioxidants, and risk of breast cancer. Cancer Research. 59(3): 602-606, 1999.

  • Chistyakov, D. A., et al. Polymorphisms in the Mn-SOD and EC-SOD genes and their relationship to diabetic neuropathy in type 1 diabetes mellitus. BMC Medical Genetics. 2(1): 4, 2001.

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  • Gaudet, M., et al. Diet, GSTM1, and GSTT1 and head and neck cancer. Carcinogenesis. 25(5): 735-740, 2003

  • Lampe, J.W., et al. Modulation of human glutathione S-transferases by botanically defined vegetable diets. Cancer Epidemiology Biomarkers Preview. 9(8):787-793, 2000.

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  • Jacques, P., et al. Relation between folate status, a common mutation in methylenetetrahydrofolate reductase, and plasma homocysteine concentrations. Circulation. 93(1): 7-9, 1996.

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  • Cosma, G., et al. Relationship between genotype and function of the human CYP1A1 gene. Journal of Toxicology and Environmental Health. 40(2-3): 309-316, 1993.

  • Bosron, W. and Ting-Kai, L. Genetic polymorphism of human liver alcohol and aldehyde dehydrogenases, and their relationship to alcohol metabolism and alcoholism. Hepatology. 6(3):502 - 510, 1986.

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"Genes associated with bone structure: VDR, COL1A1, IL6, TNFα:"
  • Chen, H.Y., et al, Relation of vitamin D receptor FokI start codon polymorphism to bone mineral density and occurrence of osteoporosis in postmenopausal woman in Taiwan. Acta Obstet Gynecol Scan 81, 93-98 (2002)

  • Dennison, E.M., at al, Birthweight, vitamin D receptor genotype and the programming of osteoporosis. Paediatr Perinat Epidemiol 15, 211-219 (2001)

  • Eastell, R. and Lambert, H., Diet and healthy bones., Calcif Tissue Int 70, 400-404 (2002)

  • Ferrari, S., et al, Bone mineral mass and calcium and phosphate metabolism in young men: relationships with vitamin D receptor allelic polymorphisms. J Clin Endocrinol Metab 84, 2043-2048 (1999)

  • Ferrari. S.L., Osteoporosis, vitamin D receptor gene polymorphisms and response to diet. World Rev Nutr Diet 89, 83-92 (2001)

  • Garnero, P., et al, Association between a functional interleukin-6 gene polymorphism and peak bone mineral density and postmenopausal bone loss in women: the ofely study. Bone 31, 43-50 (2002)

  • Gong, G., et al, The association of bone mineral density with vitamin D receptor gene polymorphisms. Osteoporos Int 9, 55-64 (1999)

  • Lorentzon, M., et al, Vitamin D receptor gene polymorphism is related to bone density, circulating osteocalcin, and parathyroid hormone in healthy adolescent girls. J Bone Miner Metab 19, 302-307

  • MacDonald, H.M., et al, COL1A1 Sp1 polymorphism predicts perimenopausal and early postmenopausal spinal bone loss. J Bone Miner Res 16, 1634-1641 (2001)

  • Mann, V., et al, A COL1A1 Sp1 binding site polymorphism predisposes to osteoporotic fracture by affecting bone density and quality. J Clin Invest 107, 899-907 (2001)

  • Prentice, A., The relative contribution of diet and genotype to bone development. Proc Nutr Soc 60, 45-52 (2001)

  • Ralston, S.H., Genetic control of susceptibility to osteoporosis. J Clin Endocrinol Metab 87, 2460-2466 (2002)

  • Grant, S., et al. Reduced bone density and osteoporosis associated with a polymorphic Sp1 binding site in the collagen type 1 alpha 1 gene. Nature Genetics. 14: 203-205, 1996.

  • Ortlepp, J., et al. The vitamin D receptor gene variant and physical activity predicts fasting glucose levels in healthy young men. Diabetic Medicine. 20: 451-454, 2003.

  • Uitterlinden, A., et al. Interaction between the vitamin D receptor gene and collagen type 1alpha1 gene susceptibility for fracture. Journal of Bone and Mineral Research. 16: 379-385, 2001

"Genes associated with inflammatory response: TNF, IL-6:"
  • Abraham, L.J., et al, Impact of the -308 TNF promoter polymorphism on the transcriptional regulation of the TNF gene: relevance to disease. J Leukoc Biol 66, 552-566 (1999)

  • Chung, H.Y., et al, The inflammation hypothesis of aging: molecular modulation by calorie restriction. Ann NY Acad Sci 928, 327-335 (2001)

  • Grimble, R.F., Nutritional modulation of immune function. Proc Nutr Soc 60, 389-397 (2001)

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  • Terry, C.F., et al, Cooperative influence of genetic polymorphisms on interleukin 6 transcriptional regulation. J Biol Chem 275, 18138-18144 (2000)

  • Vickers, M.A., et al, Genotype at a promoter polymorphism of the interleukin-6 gene is associated with baseline levels of plasma C-reactive protein. Cardiovasc Res 53, 1029-1034 (2002)

  • Ferrari, S., et al. Two promoter polymorphisms regulating interleukin-6 gene expression are associated with circulating levels of C-reactive protein and markers of bone resorption in postmenopausal women. Journal of Clinical Endocrinology & Metabolism. 88: 255-259, 2003.

  • Grimble R., et al. The ability of fish oil to suppress tumor necrosis factor alpha production by peripheral blood mononuclear cells in healthy men is associated with polymorphisms in genes that influence tumor necrosis factor alpha production. American Journal of Clinical Nutrition. 76(2): 454-459, 2002.

  • Terry, c., et al. Cooperative influence of genetic polymorphisms on interleukin 6 transcriptional regulation. Journal of Biological Chemistry. 275: 18138-18144, 2000.

  • Vendrell, J., et al. A polymorphism in the promoter of the tumor necrosis factor-alpha gene (-308) is associated with coronary heart disease in type 2 diabetic patients. Atherosclerosis. 167: 257-264, 2003.

  • Witte, J.S., et al, Relation between tumour necrosis factor polymorphism TNFalpha-308 and risk of asthma. Eur J Hum Genet 10, 82-85 (2002)

"Genes associated with glucose balance: VDR, PPARg2, ACE, TNF:"
  • Chiu, K.C., et al, The vitamin D receptor polymorphism in the translation initiation codon is a risk factor for insulin resistance in glucose tolerant Caucasians. BMC Med Genet 2,2 (2001)

  • Dalziel, B., et al, Association of the TNF-alpha -308G/A promoter polymorphism with insulin resistance in obesity. Obes Res 10, 401-407 (2002)

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See also

  • Diet (nutrition)
    Diet (nutrition)
    In nutrition, diet is the sum of food consumed by a person or other organism. Dietary habits are the habitual decisions an individual or culture makes when choosing what foods to eat. With the word diet, it is often implied the use of specific intake of nutrition for health or weight-management...

  • Nutriomics
    Nutriomics
    Nutriomics is an omics study for nutrition and energy metabolism related genes and proteins. Nutriomics is a new field where traditional nutrition researchers adopt genomics technology such as large scale microarray analysis with food intake....

  • Nutritional gatekeeper
    Nutritional gatekeeper
    Nutritional gatekeeper has been used to refer to the person in a household who typically makes the purchasing and preparation decisions related to food. Nutritional gatekeepers can be a parent, grandparent, sibling, or caregiver...

  • Nutritional genomics
    Nutritional genomics
    Nutritional genomics is a science studying the relationship between human genome, nutrition and health.It can be divided into two disciplines:*Nutrigenomics: studies the effect of nutrients on health through altering genome, proteome, metabolome and the resulting changes in...

  • Orthomolecular medicine
    Orthomolecular medicine
    Orthomolecular medicine is a form of complementary and alternative medicine that seeks to maintain health and prevent or treat diseases by optimizing nutritional intake and/or prescribing supplements...

  • Public Health Genomics
    Public Health Genomics
    Public Health Genomics is the use of genomics information to benefit public health. This is visualized as more effective personalized preventive care and disease treatments with better specificity, targeted to the genetic makeup of each patient...


External links

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