hisanori kato - jst · 2009-09-17 · omics analyses in food and nutrition science 700 1260 1820...
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Endowed Chair of “Food for Life”Organization for Interdisciplinary Research ProjectsThe University of Tokyo
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Workshop Argentina-Japan“Bioscience and Biotechnology for the Promotion of
Agriculture and Food Production”-August 3rd to 7th 2009-
Hisanori Kato
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Life Expectancy at Birth
(2008, by the Japanese Ministry of Health, Labor, and Welfare)
Female: 86.05 years (the longest in the world)
Male: 79.29 years (the 4th in the world)
Japan 日本
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JapaneseBlessed with a Variety of Healthy Traditional Foods
Abundant Experience on Functional Food Factors
Accumulated research data and experience will help health promotion of other countries!!
Nature, 364, 180 (1993)
Functional Food in Japan – Food for Specified Health Uses (FOSHU)
Omics Analyses in Food and Nutrition Science
700 1260 1820 2380 2940 3500Mass (m/z)
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% In
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Spec #1[BP = 829.7, 24053]829.7285
881.7770
1378.3245 2191.8588
2222.00811799.7345
785.68651014.01261060.6566
833.5817 2279.1555
1927.83662145.81691088.0897 1696.5836871.5511 2198.89811051.0375 2483.3095 2869.50201679.55641881.8104709.6359 1412.3932 2175.0235
Transcriptomics
Proteomics
Metabolomics
12C PF0
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Effects of Dietary Protein Deprivation and Amino Acid Deprivation on mRNA Levels of IGFBP-1 Gene
(12 % Casein Diet)(Protein-free Diet)
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Rel
ativ
e m
RN
A L
evel
s
AA+ AA-CompleteMedium
Amino Acid-Deprived (12 h)
Rat Liver Hepatoma Cells
Rel
ativ
e m
RN
A L
evel
s
GROWTH RETARDATION
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x1/2x2
x5x10
x1/5x1/10
Transcriptome Analysis of the Effect of Food
DNA Microarray Analysis
RNA Extraction Exhaustive Analysis of Gene Expression
Treated
Control
Control
Animals
Cells
・Intake of Nutrients
・Excessive Intake・Functional Food Factors
Food
Comprehensive Evaluation of the Function and Safety
The World of OMICS
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Omics Discipline
Genomics
Transcriptomics
Proteomics
Metabolomics
·····
Nutritional OmicsNutrigenomics(narrow sense)Nutritranscriptomics
Nutriproteomics
Nutrimetabolomics
·····
Target
Genes
Transcripts
Proteins
Metabolites
····· Nutrigenomics
Nutriomics
Other OMICSEpigenomics (Chromatin Modification)
Interactomics (Protein-Protein Interaction)
Toponomics (Cellular Localization)(Localizomics)
Fluxomics (Cellular Flux of Metabolites)
Lipidomics (Lipids)
Glycomics (Sugars)
··· CAUTION: Economics and Comics Do NOT
Belong to the Omics Family
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Use of DNA Microarray 1.Nutritional Intervention
Understanding Whole Response
2.Known Function of a Food Factor
UnderstandingMechanisms
3. A Food Material or Component of Interest
Unknown Functionality
DNA Microarray and Other Omics Analyses
IleLeuLys
Met+Cys
Phe+Tyr
ThrTrpVal
100 150%0 50
Essential Amino Acid Pattern of Gluten
86420-2-4120
140
160
180
200
220
240
PF
12C12G
c
Rat Body Weight
12% Casein(12C)
12% Gluten(12G)
Protein Free(PF)
CaseinGlutenCornstarchMineral MixVitamin MixCelluroseCholine chloride
140 (+Met 2)0
6565040101002
01506485040101002
00
7985040101002
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12% Casein
Protein Free
12% Gluten
Object
MethodMale Wistar rats ( 5 wk old)
RNA extraction(Liver, Muscle,,,)
- 6 0 7 (Day)Feeding (10:00~18:00)
To obtain a comprehensive view of the changes in gene expression in response to the alteration of protein nutrition
12% Casein
Rat U34A GenomeArray (Affymetrix)
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Ingestion of Gluten UpIngestion of Gluten Up--regulates Genes for regulates Genes for Both Synthesis and Catabolism of CholesterolBoth Synthesis and Catabolism of Cholesterol
2 Acetyl-CoA
Acetoacetyl-CoA
HMG-CoA
Mevalonate
Squalene
Squalene epoxide
HMG-CoA synthase(5.4)
HMG-CoA reductase(4.4)
Squalene synthetase(4.4)
Squalene eposidase(5.8)
Lanosterol 14-demethylase
(3.2)
Dehydrocholesterolreductase
(3.2)
Cholesterol7-α hydroxylase
(2.5)
Dehydrocholesterol
Lanosterol
14-demethyl lanosterol
Cholesterol
7α-Hydroxycholesterol
-4 -3 -2 0 1 7 812% Casein Diet 12C
12% Gluten + Lys +Thr (12GLT) 12GLT
12% Gluten (12G) 12GPellet Diet
12% Casein
Diet
12% Casein
Diet
Protein- Free Diet (PF) PF
<day>
Day
10:00~18:00
Excision of Skin
DNA Microarray(n=4)
1.5 h24 h
Protein Nutrition and Skin Gene ExpressionProtein Nutrition and Skin Gene Expression
Body Weight
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Professional Program for Agricultural Bioinformatics (Tokyo Univ.)
DFW
RMA qFARMS
MASBody Weight
Choice of Normalization MethodChoice of Normalization Method
Other Ongoing Projects (transcriptomics)
Anti-obesity Effect of Dietary Amino Acid Supplementation
Deficiency and Excess of Amino AcidsSpecific Proteins and Pepetides
Protein Intake Levels at Various Life Stage
Effect of Dietary Factor on Longevity, Diabetes, Hypertension
Effect of Biolgical Rhythm and Exercise on Gene Expression
Insulin-mimetic Activity of Soy IsoflavoneHypocholesteroleamic Effect of Sulfur-Containing Amino Acid
【Cells】 L6 myotubes (from rattus)
【Methods】Differentiation for nine to eleven days
Precultivation for 2 hours
Cultivation for 4 hours
Stimulation by 50 μM genisteinCultivation in DME medium
Stimulation of Glucose Uptake by a Soy Isoflavone, Genistein, in L6 Myotubes
DNA Microarray and Pathyway Analysis
Insulin
Activation of some protein kinases including IRS-1
GLUT4
VAMP2Translocation
Glucose
The activation of AMPK
GLUT4
VAMP7 Translocation
Glucose
Insulin receptor
Exercise
The rise of the ratio of AMP to ATP
Genistein Seems to Activate Two Pathways Leading to GLUT4 Translocation
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Functional CategoryPathway Analysis
Comparison with Other Data, Database
Normalization
A Typical Flow of DNA Microarray Data Analysis for Food and Nutrition Science
Cluster Analysis, Principal Component Analysis, etc.(Tendency, Extraction of Marker Genes)
Raw Data
Each Responder Genes(Rank Analysis, Statistical, Fold change…)
Filtering
AnnotationInterpretationDiscussion
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