Download Thesis Figures For Review

Survey
yes no Was this document useful for you?
   Thank you for your participation!

* Your assessment is very important for improving the work of artificial intelligence, which forms the content of this project

Document related concepts
no text concepts found
Transcript
Figure S1: Adipose Chart 1
Percentage of Reactions Retained by Subsystem in Adipose Tissue - 1
Butanoate Metabolism
Transport,
Lysosomal100
C5-Branched
Hyaluronan
Metabolism
Carnitinedibasic
shuttleacid metabolism
Glutathione Metabolism
Citric
Acid Cycle
90
Transport, Mitochondrial
CoA
Biosynthesis
80
Tryptophan metabolism
Cysteine
Metabolism
70
Fatty acid elongation
Arginine and Proline Metabolism
Propanoate Metabolism
Pentose Phosphate Pathway
Nucleotides
60
50
40
30
20
10
0
Glycerophospholipid Metabolism
Miscellaneous
Glycolysis/Gluconeogenesis
N-Glycan Degradation
Glutamate metabolism
Steroid Metabolism
Cholesterol Metabolism
Aminosugargroup
Metabolism
Urea cycle/amino
metabolism
Eicosanoid Metabolism
Fatty Acid Metabolism
Fatty acid oxidation
Heme Biosynthesis
Heme Degradation
IMP Biosynthesis
Keratan sulfate degradation
Oxidative Phosphorylation
Purine Catabolism
Pyrimidine Biosynthesis
ROS Detoxification
Transport, Endoplasmic Reticular
Leucine, and Isoleucine…
FattyValine,
acid activation
Figure S2: Adipose Chart 2
Percentage of Reactions Retained by Subsystem in Adipose Tissue - 2
Triacylglycerol Synthesis
Tyr, Phe,Metabolism
Trp Biosynthesis 80
Transport,
Endoplasmic
Reticular
Histidine
Pyruvate
Metabolism
CYP Metabolism
Galactose metabolism
70
Lysine Metabolism
Pyrimidine Catabolism
60
Biotin Metabolism
Transport, Extracellular
50
Taurine and hypotaurine metabolism
Folate Metabolism
Fatty acid oxidation, peroxisome
Inositol Phosphate Metabolism
Glyoxylate and Dicarboxylate…
Vitamin D
Tyrosine metabolism
Riboflavin Metabolism
beta-Alanine metabolism
NAD Metabolism
40
30
20
10
0
Bile Acid Biosynthesis
Methionine Metabolism
Exchanges
Glycine, Serine, and Threonine…
Pentose and Glucuronate…
Transport, Peroxisomal
Vitamin A Metabolism
Alanine and Aspartate Metabolism
R Group Synthesis
Fructose and Mannose Metabolism
N-Glycan Biosynthesis
Ascorbate and Aldarate Metabolism
Thiamine Metabolism
Salvage Pathway
Transport,
Sphingolipid Metabolism
Starch and
SucroseNuclear
Metabolism
Tetrahydrobiopterin
Vitamin B6 Metabolism
Figure S3: Liver Chart 1
Percentage of Reactions Retained by Subsystem in Liver Tissue - 1
Ascorbate and Aldarate Metabolism
Hyaluronan Metabolism100
C5-Branched dibasic acid metabolism
Glutathione Metabolism
Carnitine shuttle
Alanine and Aspartate Metabolism
Cysteine Metabolism
90
Nucleotides
Fatty acid oxidation
80
Transport, Extracellular
Fructose and Mannose Metabolism
70
Cholesterol Metabolism
Pyruvate Metabolism
Pyrimidine Biosynthesis
Propanoate Metabolism
Aminosugar Metabolism
60
50
40
30
20
10
0
Urea cycle/amino group metabolism
Fatty acid activation
Fatty Acid Metabolism
Biotin Metabolism
Steroid Metabolism
Valine, Leucine, and Isoleucine…
Glycolysis/Gluconeogenesis
Citric Acid
Glycine, Serine,
and Cycle
Threonine…
Galactose metabolism
Glutamate metabolism
Heme Biosynthesis
Heme Degradation
IMP Biosynthesis
Keratan sulfate degradation
Lysine Metabolism
Methionine Metabolism
Oxidative Phosphorylation
Purine Catabolism
ROS Detoxification
Transport, Endoplasmic Reticular
Tyr,B6
Phe,
Trp Biosynthesis
Vitamin
Metabolism
Figure S4: Liver Chart 2
Percentage of Reactions Retained by Subsystem in Liver Tissue - 2
Miscellaneous
Riboflavin
Metabolism 80
Pentose
Phosphate
Pathway
CoA Biosynthesis
Thiamine
Metabolism
Taurine and hypotaurine metabolism
Bile Acid Biosynthesis
70
CYP Metabolism
Vitamin A Metabolism
60
Inositol Phosphate Metabolism
Exchanges
50
Fatty acid oxidation, peroxisome
Transport, Endoplasmic Reticular
Transport, Lysosomal
N-Glycan Biosynthesis
Vitamin D
Eicosanoid Metabolism
Transport, Nuclear
N-Glycan Degradation
Folate Metabolism
Triacylglycerol Synthesis
40
30
20
10
0
Pentose and Glucuronate…
Transport, Peroxisomal
Transport, Mitochondrial
Tryptophan metabolism
Glycerophospholipid Metabolism
Salvage Pathway
Tetrahydrobiopterin
Starch and Sucrose Metabolism
R Group Synthesis
Fatty acid elongation
Histidine Metabolism
Glyoxylate and Dicarboxylate…
Butanoate Metabolism
NAD Metabolism
beta-Alanine
metabolism
Sphingolipid
Metabolism
Arginine
and Proline
Metabolism
Tyrosine
metabolism
Pyrimidine Catabolism
Figure S5: Skeletal Muscle Chart 1
Percentage of Reactions Retained by Subsystem in Skeletal Muscle
Tissue - 1
Ascorbate and Aldarate Metabolism
Glycerophospholipid
Metabolism
Butanoate
Metabolism
100
Folate Metabolism
C5-Branched
dibasic acid metabolism
Glyoxylate and Dicarboxylate…
Carnitine shuttle
90
Cholesterol Metabolism
Heme Biosynthesis
80
Transport, Mitochondrial
Heme Degradation
70
60
Tetrahydrobiopterin
IMP Biosynthesis
50
Pyrimidine Catabolism
Keratan sulfate degradation
40
30
Vitamin A Metabolism
Oxidative Phosphorylation
20
Glutathione Metabolism
Purine Catabolism
10
0
Exchanges
Fatty acid activation
Propanoate Metabolism
Transport, Extracellular
Galactose metabolism
Urea cycle/amino group metabolism
Triacylglycerol Synthesis
Thiamine Metabolism
Miscellaneous
Glycolysis/Gluconeogenesis
Fructose
and Mannose Metabolism
Biotin Metabolism
Fatty Acid Metabolism
Glutamate metabolism
Fatty acid oxidation
Vitamin B6 Metabolism
Citric Acid Cycle
Valine, Leucine, and Isoleucine…
Pyruvate Metabolism
Nucleotides
Figure S6: Skeletal Muscle Chart 2
Percentage of Reactions Retained by Subsystem in Skeletal Muscle
Tissue - 2
Pentose Phosphate Pathway
Tyr,
Phe,
Trp
Biosynthesis
Transport,
Peroxisomal
60
Transport, Endoplasmic Reticular
Cysteine
Metabolism
Salvage Pathway
R Group Synthesis
N-Glycan Degradation
Pentose and Glucuronate…
50
N-Glycan Biosynthesis
Transport, Nuclear
40
Methionine Metabolism
Arginine and Proline Metabolism
30
Hyaluronan Metabolism
Lysine Metabolism
Histidine Metabolism
20
CYP Metabolism
10
CoA Biosynthesis
0
Eicosanoid Metabolism
Fatty acid oxidation, peroxisome
Pyrimidine Biosynthesis
Riboflavin Metabolism
ROS Detoxification
Transport, Endoplasmic Reticular
Aminosugar Metabolism
Glycine, Serine, and Threonine…
Alanine and Aspartate Metabolism
Transport, Lysosomal
Fatty acid elongation
Bile Acid Biosynthesis
Steroid Metabolism
Taurine and hypotaurine metabolism
Vitamin D
Tryptophan metabolism
Tyrosine metabolism
Sphingolipid NAD
Metabolism
Inositol
Phosphate
Metabolism
Metabolism
Starch
and Sucrose
Metabolism
beta-Alanine metabolism
0%
Oxidative Phosphorylation
Fatty acid oxidation
Glutathione Metabolism
ROS Detoxification
Triacylglycerol Synthesis
Fatty acid oxidation, peroxisome
Salvage Pathway
Heme Degradation
Lysine Metabolism
Bile Acid Biosynthesis
Methionine Metabolism
Taurine and hypotaurine metabolism
CoA Biosynthesis
Carnitine shuttle
Fatty acid elongation
IMP Biosynthesis
Fatty acid activation
Tryptophan metabolism
Vitamin B6 Metabolism
Valine, Leucine, and Isoleucine…
Heme Biosynthesis
NAD Metabolism
Nucleotides
Pyrimidine Biosynthesis
Steroid Metabolism
Citric Acid Cycle
Fatty Acid Metabolism
Thiamine Metabolism
Pentose Phosphate Pathway
Cysteine Metabolism
R Group Synthesis
Glycine, Serine, and Threonine…
Fructose and Mannose Metabolism
Propanoate Metabolism
Pyrimidine Catabolism
Miscellaneous
Glycolysis/Gluconeogenesis
Purine Catabolism
Figure S7: Adipose Fold Change 1
Fold Change Analysis in Adipose Tissue - 1
100%
90%
80%
70%
60%
50%
40%
30%
20%
10%
Unchanged %
Up %
Down %
0%
Arginine and Proline Metabolism
Transport, Peroxisomal
Sphingolipid Metabolism
Eicosanoid Metabolism
Tyrosine metabolism
Butanoate Metabolism
Glyoxylate and Dicarboxylate…
Inositol Phosphate Metabolism
Glycerophospholipid Metabolism
Transport, Endoplasmic Reticular
Urea cycle/amino group metabolism
Transport, Mitochondrial
Glutamate metabolism
beta-Alanine metabolism
Vitamin A Metabolism
Transport, Lysosomal
Pyruvate Metabolism
Transport, Nuclear
Pentose and Glucuronate…
Ascorbate and Aldarate Metabolism
Exchanges
Transport, Extracellular
Alanine and Aspartate Metabolism
Cholesterol Metabolism
Starch and Sucrose Metabolism
Tetrahydrobiopterin
Hyaluronan Metabolism
Transport, Endoplasmic Reticular
Vitamin D
N-Glycan Degradation
Aminosugar Metabolism
Folate Metabolism
Galactose metabolism
C5-Branched dibasic acid…
Biotin Metabolism
CYP Metabolism
N-Glycan Biosynthesis
Riboflavin Metabolism
Keratan sulfate degradation
Figure S8: Adipose Fold Change 2
Fold Change Analysis in Adipose Tissue - 2
100%
90%
80%
70%
60%
50%
40%
30%
20%
10%
Unchanged %
Up %
Down %
0%
Triacylglycerol Synthesis
Histidine Metabolism
Heme Degradation
Bile Acid Biosynthesis
N-Glycan Biosynthesis
Taurine and hypotaurine metabolism
Lysine Metabolism
Biotin Metabolism
IMP Biosynthesis
Cholesterol Metabolism
Oxidative Phosphorylation
Heme Biosynthesis
Eicosanoid Metabolism
Salvage Pathway
Methionine Metabolism
Nucleotides
Valine, Leucine, and Isoleucine…
Cysteine Metabolism
Glycerophospholipid Metabolism
Transport, Peroxisomal
Inositol Phosphate Metabolism
Miscellaneous
ROS Detoxification
Pentose Phosphate Pathway
Transport, Endoplasmic Reticular
Glycine, Serine, and Threonine…
Transport, Nuclear
Steroid Metabolism
Fructose and Mannose Metabolism
Glycolysis/Gluconeogenesis
NAD Metabolism
Arginine and Proline Metabolism
Sphingolipid Metabolism
Alanine and Aspartate Metabolism
Glutathione Metabolism
Thiamine Metabolism
Hyaluronan Metabolism
Exchanges
Figure S9: Liver Fold Change 1
Fold Change Analysis in Liver Tissue - 1
100%
90%
80%
70%
60%
50%
40%
30%
20%
10%
Unchanged %
Up %
Down %
0%
Aminosugar Metabolism
Transport, Mitochondrial
Tryptophan metabolism
Urea cycle/amino group metabolism
Ascorbate and Aldarate Metabolism
Propanoate Metabolism
Galactose metabolism
Starch and Sucrose Metabolism
Fatty Acid Metabolism
Purine Catabolism
Tyrosine metabolism
Glutamate metabolism
Vitamin A Metabolism
Fatty acid oxidation
Transport, Extracellular
Carnitine shuttle
Folate Metabolism
Fatty acid oxidation, peroxisome
Transport, Endoplasmic Reticular
Vitamin D
N-Glycan Degradation
Fatty acid elongation
Fatty acid activation
R Group Synthesis
Glyoxylate and Dicarboxylate…
Pentose and Glucuronate…
Pyrimidine Catabolism
Transport, Lysosomal
CYP Metabolism
Pyruvate Metabolism
Pyrimidine Biosynthesis
Vitamin B6 Metabolism
Citric Acid Cycle
C5-Branched dibasic acid…
Butanoate Metabolism
Tetrahydrobiopterin
Tyr, Phe, Trp Biosynthesis
beta-Alanine metabolism
Keratan sulfate degradation
Figure S10: Liver Fold Change 2
Fold Change Analysis in Liver Tissue - 2
100%
90%
80%
70%
60%
50%
40%
30%
20%
10%
Unchanged %
Up %
Down %
0%
Biotin Metabolism
beta-Alanine metabolism
Steroid Metabolism
Glycine, Serine, and Threonine…
Glycolysis/Gluconeogenesis
Butanoate Metabolism
Transport, Endoplasmic Reticular
Glycerophospholipid Metabolism
Inositol Phosphate Metabolism
Pentose Phosphate Pathway
Glutathione Metabolism
Tryptophan metabolism
Transport, Peroxisomal
Miscellaneous
Nucleotides
R Group Synthesis
Valine, Leucine, and Isoleucine…
Citric Acid Cycle
Heme Biosynthesis
Fatty acid activation
Lysine Metabolism
Fatty acid elongation
IMP Biosynthesis
Carnitine shuttle
Taurine and hypotaurine metabolism
Bile Acid Biosynthesis
Heme Degradation
Fatty acid oxidation, peroxisome
Pyrimidine Biosynthesis
Cholesterol Metabolism
Triacylglycerol Synthesis
ROS Detoxification
Fatty acid oxidation
Oxidative Phosphorylation
Figure S11: Skeletal Muscle Fold Change 1
Fold Change Analysis in Skeletal Muscle Tissue - 1
100%
90%
80%
70%
60%
50%
40%
30%
20%
10%
Unchanged %
Up %
Down %
0%
Glutamate metabolism
Cysteine Metabolism
Tyrosine metabolism
Fructose and Mannose Metabolism
Purine Catabolism
Sphingolipid Metabolism
Ascorbate and Aldarate Metabolism
Propanoate Metabolism
Urea cycle/amino group metabolism
Transport, Nuclear
Fatty Acid Metabolism
Transport, Mitochondrial
Pyrimidine Catabolism
Pyruvate Metabolism
Exchanges
NAD Metabolism
Pentose and Glucuronate…
Starch and Sucrose Metabolism
Transport, Extracellular
Aminosugar Metabolism
Arginine and Proline Metabolism
Folate Metabolism
Vitamin A Metabolism
Vitamin D
Riboflavin Metabolism
Thiamine Metabolism
Glyoxylate and Dicarboxylate…
Alanine and Aspartate Metabolism
Galactose metabolism
C5-Branched dibasic acid…
Vitamin B6 Metabolism
Eicosanoid Metabolism
Tetrahydrobiopterin
Transport, Lysosomal
Keratan sulfate degradation
Figure S12: Skeletal Muscle Fold Change 2
Skeletal Fold Change Analysis in Muscle Tissue - 2
100%
90%
80%
70%
60%
50%
40%
30%
20%
10%
Unchanged %
Up %
Down %
Figure S13: OMIM Gene Deletion Analysis
1
MCL Multi-tissue Model
0.9
Multi-Recon1
Recon1
0.8
Random Selector
True Positive Rate
0.7
0.6
0.5
0.4
0.3
0.2
0.1
0
0
0.1
0.2
0.3
0.4
0.5
0.6
False Positive Rate
0.7
0.8
0.9
1
Figure S14: OMIM Gene Deletion Analysis - Closeup
1
MCL Multi-tissue Model
0.9
Multi-Recon1
Recon1
0.8
Random Selector
True Positive Rate
0.7
0.6
0.5
0.4
0.3
0.2
0.1
0
0
0.01
0.02
0.03
False Positive Rate
0.04
0.05
Figure S15: Robustness Analysis
Model
Metabolites
Reactions
Replicate 1
2800
4559
Replicate 2
2829
4540
Replicate 3
2894
4693
Replicate 4
2805
4531
Replicate 5
2722
4481
Related documents