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© 2015 H. Scott Hinton Lesson: E.coli Metabolic Core BIE 5500/6500 Utah State University Constraint - based Metabolic Reconstructions & Analysis E.coli CORE MODEL: METABOLIC CORE

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Page 1: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

E.coli CORE MODEL:METABOLIC CORE

Page 2: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

LEARNING OBJECTIVES

• Describe the glycolysis pathway in the core model.

• Describe the TCA cycle in the core model.

• Explain gluconeogenesis.

• Describe the pentose phosphate pathway in the core model.

• Describe the glycoxylate cycle and anapleurotic pathways in the core model.

• Describe the oxidative phosphorylation and electron transport chain pathways in the core model.

• Describe the fermentation pathways in the core model.

• Describe the nitrogen metabolism pathways in the core model.

Each student should be able to:

Page 3: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

E.coli Core Model

• Component Parts of the E. coli Core Model

• Glycolysis

• Pentose Phosphate Shunt

• Tricarbonoxylic Acid (TCA) Cycle

• Glycoxylate Cycle, Gluconeogenesis, and Anapleurotic Reactions

• Oxidative Phosphorylation and Transfer of Reducing Equivalents

• Fermentation

• Nitrogen Metabolism

Page 4: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Component Parts of the E. coli Core Model

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 5: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

E.coli Core Model

Orth, J. D., I. Thiele, et al. (2010). "What is flux balance analysis?" Nature biotechnology 28(3): 245-248. http://systemsbiology.ucsd.edu/Downloads/E_coli_Core

Ana TCA

OxP

PPP

Glyc

Ferm

N

Page 6: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

E.coli Precursor Metabolites

Heptose in LPS

2-Keto-3-deoxyoctanate

Pyruvate familyAlanineValineLeucineIsoleucineIsoprenoids

Fatty AcidsMureinLeucine

Glutamate familyGlutamate -> HemesGlutamineArginine -> PolyaminesProline

Heme

Aspartate familyAsparagineThreonineMethionine -> SpermidineAspartate -> Nicotinamide coenzymes

-> Pyrimidine nucleotidesLysine

Serine FamilySerine -> Tryptophan

-> Ethanolamine-> 1-C units

Glycine -> Purine nucleotidesCysteine

Amino sugarsNicotinamide coenzymesGlycerol-3-phosphate -> Phospholipids

Sugar nucleotidesVitamins and cofactorsFolatesRiboflavinCoenzyme AAdenosylcobalamineNicotinamide

Purine nucleotides

Pyrimidine nucleotides

Phosphoribosylpyrophosphate

HistidineTryptophan

Aromatic FamilyTyrosineTryptophanPhenylalanine

Chorismate

Vitamins and cofactorsUbiquinoneMenaquinoneFolates

Page 7: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

E.coli Core Model

• Component Parts of the E. coli Core Model

• Glycolysis

• Pentose Phosphate Shunt

• Tricarbonoxylic Acid (TCA) Cycle

• Glycoxylate Cycle, Gluconeogenesis, and Anapleurotic Reactions

• Oxidative Phosphorylation and Transfer of Reducing Equivalents

• Fermentation

• Nitrogen Metabolism

Page 8: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

GlycolysisE.coli Core Model

Orth, J. D., I. Thiele, et al. (2010). "What is flux balance analysis?" Nature biotechnology 28(3): 245-248.

http://systemsbiology.ucsd.edu/Downloads/E_coli_Core

Ana TCA

OxP

PPP

Glyc

Ferm

N

Page 9: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glycolysis

http://en.wikipedia.org/wiki/Glycolysis

Glycolysis is the metabolic pathway that converts glucose into pyruvate. The free energy released in this process is used to form the high-energy compounds of ATP and NADH.

Page 10: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glycolysis

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Glycolysis is the metabolic pathway that converts glucose or fructose into a series of precursors for biosynthesis terminating with pyruvate. The free energy released in this process is used to form the high-energy compounds of ATP and NADH.

Page 11: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Metabolites & Reactions

Glycolysis

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 12: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Biosynthetic Precursors

(Glycolysis)

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

CysteineGlycineSerine

TyrosineTryptophanPhenylalanine

AlanineLeucineValine

Page 13: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glucose

O2

Aerobic ConditionsCarbon Source: Glucose Glycolysis

NADH =

NADPH =

ATP =

Page 14: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glucose

Anaerobic ConditionsCarbon Source: Glucose

Glycolysis

NADH =

NADPH =

ATP =

Page 15: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Fructose O2

Aerobic ConditionsCarbon Source: Fructose

Glycolysis

NADH =

NADPH =

ATP =

Page 16: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Anaerobic ConditionsCarbon Source: Fructose

Fructose

Glycolysis

NADH =

NADPH =

ATP =

Page 17: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Pyruvate

O2

Aerobic ConditionsCarbon Source: Pyruvate

Gluconeogenesis

Does not grow in Anaerobic ConditionsNADH =

NADPH =

ATP =

Page 18: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

E.coli Core Model

• Component Parts of the E. coli Core Model

• Glycolysis

• Pentose Phosphate Shunt

• Tricarbonoxylic Acid (TCA) Cycle

• Glycoxylate Cycle, Gluconeogenesis, and Anapleurotic Reactions

• Oxidative Phosphorylation and Transfer of Reducing Equivalents

• Fermentation

• Nitrogen Metabolism

Page 19: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Pentose Phosphate

ShuntE.coli Core Model

Orth, J. D., I. Thiele, et al. (2010). "What is flux balance analysis?" Nature biotechnology 28(3): 245-248. http://systemsbiology.ucsd.edu/Downloads/E_coli_Core

Ana TCA

OxP

PPP

Glyc

Ferm

N

Page 20: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Pentose Phosphate Shunt

(Pentose Phosphate Pathway)

The pentose phosphate pathway generates NADPH and provides the 5-carbon (alpha-D-ribose-5-phosphate, “r5p”) and 4-carbon biosynthetic precursors (D-erythrose-4-phosphate, “e4p”).

There are two distinct phases in the pathway. The first is the oxidative phase, in which NADPH is generated, and the second is the non-oxidative synthesis of 5-carbon and 4-carbon precursors.

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Oxidative Pathway

Non-oxidative Pathway

Page 21: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Metabolites & Reactions

Pentose Phosphate Pathway

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 22: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Biosynthetic Precursors

(Pentose Phosphate Pathway)

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Histidine

Purines (ATP, GTP,dATP, dGTP)

Pyrimidines (UTP, CTP, dCTp, dTTP)

Tryptophan

Tyrosine

Phenylalanine

Page 23: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glucose

O2

Aerobic ConditionsCarbon Source: Glucose

Glycolysis

Oxidative Pathway

NADH =

NADPH =

ATP =

Page 24: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glucose

Anaerobic ConditionsCarbon Source: Glucose

Glycolysis

Non-oxidative Pathway

NADH =

NADPH =

ATP =

Page 25: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

E.coli Core Model

• Component Parts of the E. coli Core Model

• Glycolysis

• Pentose Phosphate Shunt

• Tricarbonoxylic Acid (TCA) Cycle

• Glycoxylate Cycle, Gluconeogenesis, and Anapleurotic Reactions

• Oxidative Phosphorylation and Transfer of Reducing Equivalents

• Fermentation

• Nitrogen Metabolism

Page 26: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Tricarbonoxylic Acid Cycle (TCA)

E.coli Core Model

Orth, J. D., I. Thiele, et al. (2010). "What is flux balance analysis?" Nature biotechnology 28(3): 245-248.

http://systemsbiology.ucsd.edu/Downloads/E_coli_Core

Ana TCA

OxP

PPP

Glyc

Ferm

N

Page 27: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

http://en.wikipedia.org/wiki/TCA_cycle

The tricarboxylic acid cycle (TCA cycle), citric acid cycle — also known as the citric acid cycle, the Krebs cycle — is a series of chemical reactions used by all aerobic organisms to generate energy through the oxidization of acetate derived from carbohydrates, fats and proteins into carbon dioxide. In addition, the cycle provides precursors including certain amino acids as well as the reducing agent NADH.

TCA Cycle

Page 28: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

TCA Cycle

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

The oxidative pathway of the TCA cycle runs counterclockwise in the lower part of the cycle, from oxaloacetate, oaa, through 2-oxoglutarate, akg. Continuing counterclockwise from 2-oxoglutarate, the full tricarboxylicacid cycle can totally oxidize acetyl-CoA, but is only functional during aerobic growth on acetate or fatty acids.

Under anaerobic conditions, the TCA cycle functions not as a cycle, but as two separate pathways. The oxidative pathway, the counterclockwise lower part of the cycle, still forms the precursor 2-oxoglutarate. The reductive pathway, the clockwise upper part of the cycle, forms the precursor succinyl-CoA.

Page 29: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Metabolites & Reactions

TCA Cycle

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 30: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Arginine

Glutamine

Glutamic acid

Proline

Asparagine

Aspartic acid

Isoleucine

Lysine

Methionine

Threonine

Biosynthetic Precursors (TCA Cycle)

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 31: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glucose

O2

Aerobic ConditionsCarbon Source: Glucose Oxidative

Pathway

NADH =

NADPH =

ATP =

Page 32: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glucose

Anaerobic ConditionsCarbon Source: Glucose Oxidative

Pathway

NADH =

NADPH =

ATP =

Page 33: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

E.coli Core Model

• Component Parts of the E. coli Core Model

• Glycolysis

• Pentose Phosphate Shunt

• Tricarbonoxylic Acid (TCA) Cycle

• Glycoxylate Cycle, Gluconeogenesis, and Anapleurotic Reactions

• Oxidative Phosphorylation and Transfer of Reducing Equivalents

• Fermentation

• Nitrogen Metabolism

Page 34: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glycoxylate Cycle, Gluconeogenesis, and

Anapleurotic Reactions

E.coli Core Model

Orth, J. D., I. Thiele, et al. (2010). "What is flux balance analysis?" Nature biotechnology 28(3): 245-248.

http://systemsbiology.ucsd.edu/Downloads/E_coli_Core

Ana TCA

OxP

PPP

Glyc

Ferm

The glycoxylate cycle and gluconeogenicreactions allow E. coli to grow on 3-carbon and 4-carbon compounds by avoiding the loss of carbon to carbon dioxide from the TCA cycle, providing a pathway for generation of glycolytic intermediates from TCA intermediates, and reversing the carbon flux through glycolysis to produce essential precursors for biosynthesis. N

Page 35: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glycoxylate Cycle, Gluconeogenesis, and Anapleurotic Reactions

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 36: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Metabolites & ReactionsGlycoxylate Cycle, Gluconeogenesis, and Anapleurotic Reactions

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 37: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Biosynthetic Precursors for Glycoxylate Cycle, Gluconeogenesis, and Anapleurotic Reactions

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Asparagine

Aspartic Acid

Isoleucine

Lysine

Methionine

Threonine

CysteineGlycineSerine

TyrosineTryptophanPhenylalanine

AlanineLeucineValine

Page 38: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Acetate

O2

Aerobic ConditionsCarbon Source: Acetate

NADH =

NADPH =

ATP =

Gluconeogenesis

Page 39: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Acetaldehyde

O2

Aerobic ConditionsCarbon Source: Acetaldehyde

NADH =

NADPH =

ATP =

Gluconeogenesis

Page 40: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Ethanol

O2

Aerobic ConditionsCarbon Source: Ethanol

NADH =

NADPH =

ATP =

Gluconeogenesis

Page 41: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

E.coli Core Model

• Component Parts of the E. coli Core Model

• Glycolysis

• Pentose Phosphate Shunt

• Tricarbonoxylic Acid (TCA) Cycle

• Glycoxylate Cycle, Gluconeogenesis, and Anapleurotic Reactions

• Oxidative Phosphorylation and Transfer of Reducing Equivalents

• Fermentation

• Nitrogen Metabolism

Page 42: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Oxidative Phosphorylation and Transfer of Reducing Equivalents

E.coli Core Model

Orth, J. D., I. Thiele, et al. (2010). "What is flux balance analysis?" Nature biotechnology 28(3): 245-248. http://systemsbiology.ucsd.edu/Downloads/E_coli_Core

Ana TCA

OxP

PPP

Glyc

Ferm

N

Page 43: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Oxidative Phosphorylation and Transfer of Reducing Equivalents

• Energy is required to drive endergonic processes such as biosynthesis, polymerization, active transport of substrate into the cell against concentration gradients, maintaining internal pH, and motility. There are two main mechanisms for the production of energy, substrate level phosphorylation, and the electron transport chain.

• Substrate level phosphorylation is where ATP is formed by a reaction between ADP and a phosphorylated intermediate of a fueling pathway. Examples include: phosphoglycerate kinase, PGK, and pyruvate kinase, PYK, in glycolysis, and succinyl-CoA synthetase, SUCOAS, in the tricarboxylic acid cycle. Each molecule of glucose can potentially lead to the net generation of four molecules of ATP.

• The electron transport chain which produces the bulk of the cell's ATP under aerobic conditions. Mitchell's chemiosmotic theory describes the mechanism by which electron transport is coupled to the generation of ATP. The electron transport chain translocates protons, H+, from the cytoplasm, across the cytoplasmic membrane into the periplasmic space. Since the cytoplasmic membrane is effectively impermeable to protons and hydroxyl ions, OH-, this establishes a difference in concentration of protons, and a difference in electrical charge, across the cytoplasmic membrane. This thermodynamic potential difference gives rise to a proton motive force which can be utilized to drive a myriad of endergonic reactions, such as synthesis of high energy currency metabolites, such as ATP.

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 44: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Oxidative Phosphorylation and Transfer of Reducing Equivalents

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 45: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Metabolites & Reactions

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Oxidative Phosphorylation

and Transfer of Reducing Equivalents

Page 46: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glucose

O2

Aerobic ConditionsCarbon Source: Glucose

NADH =

NADPH =

ATP =

Page 47: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glucose

Anaerobic ConditionsCarbon Source: Glucose

NADH =

NADPH =

ATP =

Page 48: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

E.coli Core Model

• Component Parts of the E. coli Core Model

• Glycolysis

• Pentose Phosphate Shunt

• Tricarbonoxylic Acid (TCA) Cycle

• Glycoxylate Cycle, Gluconeogenesis, and Anapleurotic Reactions

• Oxidative Phosphorylation and Transfer of Reducing Equivalents

• Fermentation

• Nitrogen Metabolism

Page 49: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

FermentationE.coli Core Model

Orth, J. D., I. Thiele, et al. (2010). "What is flux balance analysis?" Nature biotechnology 28(3): 245-248. http://systemsbiology.ucsd.edu/Downloads/E_coli_Core

Ana TCA

OxP

PPP

Glyc

Ferm

Fermentation is the process of extracting energy from the oxidation of organic compounds, such as carbohydrates, using an endogenous electron acceptor (not oxygen), which is usually an organic compound.

Glycolysis results in the net production of 2 ATP per glucose by substrate level phosphorylation, but this is low compared to 17.5 ATP per glucose for aerobic respiration. The substrates of fermentation are typically sugars, so during fermentative growth, each cell must maintain a large magnitude flux through glycolysis to generate sufficient ATP to drive the constitutive biosynthesis, polymerization, and assembly reactions required for growth. This necessitates a large magnitude effiux of fermentative end products since there is insufficient ATP to assimilate all carbon as biomass. Approximately 10% of carbon substrate is assimilated due to the poor energy yield of fermentation.

N

Page 50: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Fermentation

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 51: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Metabolites & Reactions

Fermentation

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 52: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glucose

O2

Mixed Acid FermentationAnaerobic Conditions

Carbon Source: Glucose

NADH =

NADPH =

ATP =

AcetateFormate Ethanol

Page 53: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

E.coli Core Model

• Component Parts of the E. coli Core Model

• Glycolysis

• Pentose Phosphate Shunt

• Tricarbonoxylic Acid (TCA) Cycle

• Glycoxylate Cycle, Gluconeogenesis, and Anapleurotic Reactions

• Oxidative Phosphorylation and Transfer of Reducing Equivalents

• Fermentation

• Nitrogen Metabolism

Page 54: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Nitrogen MetabolismE.coli Core Model

Orth, J. D., I. Thiele, et al. (2010). "What is flux balance analysis?" Nature biotechnology 28(3): 245-248. http://systemsbiology.ucsd.edu/Downloads/E_coli_Core

Ana TCA

OxP

PPP

Glyc

Ferm

Nitrogen is the fourth most abundant atom in E. coli and enters the cell either by ammonium ion uptake, NH4t, or as a moiety within organic molecules, such as glutamine or glutamate.

The E.coli core model covers the pathways between 2-oxoglutarate, L-glutamate, and L-glutamine.

N

Page 55: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Nitrogen Metabolism

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 56: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Biosynthetic Precursors (Nitrogen Metabolism)

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Glutamine

ProlineArginine

Glutamate

Page 57: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Metabolites & ReactionsNitrogen Metabolism

Reconstruction and Use of Microbial Metabolic Networks: the Core Escherichia coli Metabolic Model as an Educational Guide by Orth, Fleming, and Palsson (2010)

Page 58: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Glucose

O2

Aerobic ConditionsCarbon Source: Glucose

NADH =

NADPH =

ATP =

Page 59: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

E.coli Core Model

• Component Parts of the E. coli Core Model

• Glycolysis

• Pentose Phosphate Shunt

• Tricarbonoxylic Acid (TCA) Cycle

• Glycoxylate Cycle, Gluconeogenesis, and Anapleurotic Reactions

• Oxidative Phosphorylation and Transfer of Reducing Equivalents

• Fermentation

• Nitrogen Metabolism

Page 60: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

EXTRA SLIDES

Page 61: E.coli CORE MODEL: METABOLIC CORE - USU Metabolic Core.pdf · • Describe the glycolysis pathway in the core model. • Describe the TCA cycle in the core model. • Explain gluconeogenesis

© 2015 H. Scott Hinton

Lesson: E.coli Metabolic CoreBIE 5500/6500Utah State University

Constraint-based Metabolic Reconstructions & Analysis

Amino acidbiosynthetic pathways

in E. coli

Pharkya, P., A. P. Burgard, et al. (2003). "Exploring the overproduction of amino acids using the bileveloptimization framework OptKnock." Biotechnology and bioengineering 84(7): 887-899.