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BioHack Academy Metabolic Flux Analysis Vittorio

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Page 1: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

BioHack Academy Metabolic Flux Analysis

Vittorio

Page 2: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

• Antibiotics • Steroids / hormones • Vitamins • Proteins • Sugars • Acids

Bioreactor value pyramid

Pharma

Food

Fibers

Fuel

HeatVolume

Value

Page 3: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

• Antibiotics • Steroids / hormones • Vitamins • Proteins • Sugars • Acids

Bioreactor value pyramid

Pharma

Food

Fibers

Fuel

HeatVolume

Value

Form

Page 4: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

Bacterial growth curve - Batch

Lag Phase

Log Phase

Declining Growth Phase

Endogenous Respiration Phase

Food curve

Bact

eria

l Mas

s /

Amou

nt o

f Foo

d

Time

Growth Curve

Page 5: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

Metabolic Pathways

Page 6: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

Production pathway?

Antonio, R.V. and Creczynski-Pasa, T.B. (2004) Genetics analysis of violacein biosynthesis by C. violaceum. Genet Mol Res 3, 85–91.

Tryptophan

Page 7: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

J. Lividum canvas

material

BioFactorycanvas

species

volume

light

oxigen

temp.

absorbance

pH

mass

stirrer

time

O2

observationsday #

day #

day #

day #

day #input

C

N

P

O2

S

Yes

15

48h

330 ml

No

Nutrient Broth

Glycerol Tryptoph.

No1 mL?

?

585

Page 8: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

Citric Acid Cycle

Narayanese CC-BY-SA 3.0

Page 9: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

Mass spectrometry

Philippe Hupé - CC-BY-SA 3.0

Page 10: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

Mass spectrometry

Philippe Hupé - CC-BY-SA 3.0

Page 11: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

Amino acids, the building blocks

Dalibor Bosits CC-BY-SA 3.0

Page 12: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

Mass spectrometer

Page 13: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

Inside the machine

Public Domain

Page 14: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

Mass spectrometry

Philippe Hupé - CC-BY-SA 3.0

Page 15: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

C13 labeling

Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda, and Hiroshi Shimizu, “OpenMebius: An Open Source Software for Isotopically Nonstationary 13C-Based Metabolic Flux Analysis,” BioMed Research International, vol. 2014, Article ID 627014, 10 pages, 2014. doi:10.1155/2014/627014

Page 16: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

Metabolic modeling

Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda, and Hiroshi Shimizu, “OpenMebius: An Open Source Software for Isotopically Nonstationary 13C-Based Metabolic Flux Analysis,” BioMed Research International, vol. 2014, Article ID 627014, 10 pages, 2014. doi:10.1155/2014/627014

Page 17: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

Flux estimations

Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda, and Hiroshi Shimizu, “OpenMebius: An Open Source Software for Isotopically Nonstationary 13C-Based Metabolic Flux Analysis,” BioMed Research International, vol. 2014, Article ID 627014, 10 pages, 2014. doi:10.1155/2014/627014

Page 18: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

MFA Software• 13CFLUX • 13CFLUX2 • C13 • Metran • FIA • influx_s • OpenFLUX

Page 19: 1 Metabolic Flux Analysis - BioHack Academybiohackacademy.github.io/biofactory/class/8/pdf/1 Metabolic Flux... · Metabolic modeling Shuichi Kajihata, Chikara Furusawa, Fumio Matsuda,

These slides are published by Waag Society under CC-BY-SA 4.0 license