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Microbial synthesis of high-value plant secondary products: Bioresource mining and engineering Bo Yu, Ph.D CAS Key Laboratory of Microbial Physiological and Metabolic Engineering, Institute of Microbiology, Chinese Academy of Sciences

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Page 1: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

Microbial synthesis of high-value

plant secondary products:

Bioresource mining and engineering

Bo Yu, Ph.D

CAS Key Laboratory of Microbial Physiological and Metabolic Engineering,

Institute of Microbiology, Chinese Academy of Sciences

Page 2: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

2

Biotechnology: oldits underlying processes have been used by mankind

for thousands of years. e.g. the production of wine and

cheese.

Page 3: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

3

Biotechnology: newModern biotechnology uses enhanced micro-organism

like yeast, bacteria as ‘cell factories’, as well as

enzymes, to produce a variety of goods.

Bioprocess

Downstream

ProductsBiomassMicroorganism

Page 4: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

4

Three Waves of Modern Biotechnology

1980’s- 1990’s- 2000’s-

Red Biotechnology

Medicines

Green Biotechnology

Transgenic plants

White Biotechnology

Industrial products

Biotechnology has found its entry into medicine (red)

and agriculture (green), and now a new wave of

industry (white), also called industrial biotechnology.

Page 5: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

5

Medical Biotechnol.

Agricultural Biotechnol.

Industrial Biotechnol.

People

Health

Foods

TechnologyDemand

Red Biotechnology

Green Biotechnology

White Biotechnology

Why Industrial Biotechnology?

Page 6: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

6

Refinery provides the essential

chemicals and energy for

modern society

Fossil: the basis of modern civilization

Page 7: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

7

The challenges for socio-economic

People

Environment

pollution

Resource

depletion

Climate

change

1990 2000 2020 20302010 2050 2075 2100年

0

5

10

15

20

25

China CO2 emission

Environmental costs (white pollution, greenhouse,

etc)

Page 8: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

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Oil

Mo

dern

Ind

ustry

Chemicals, pesticide,

fine chemicals

Rubber, fuel, nylon

Plastics, chemicals

Antibiotics, Vitamins

amino acids, enzymes

Coal

Petrochemical

Coal industries

Green & sustainable

Biochemical

Engineering

The solutions: Biotechnol. process-- from Petroleum to Biomass as materials

Renewable

biomassCorn Cassava

industry exhaust

Page 9: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

9

Definition of Industrial Biotechnology

application of modern biotechnology for the industrial

production of chemical substances and bio-energy,

using living cells and their enzymes, resulting in

inherently clean processes within minimum waste

generation and energy use.

Nutraceuticals

Fine chemicals

Bulk chemicals

Page 10: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

10

Can biotechnology be competent?

Fuels

C1-C6Platform

chemicals

Polymers

Aromatic

compounds

C2

C2

C2 CoAC3 keto

C2 aldehyde

C2 ~P

ADP ATP

NADH NAD+

Pi+O2 CO2

NADH

NAD+

C1

CO2NADHNAD+

C3C3

~P H2O

C3 aldehyde~P

NAD+ NADH ADP ATP

ADP

ATP

C3 ~P C3 diol

NADH NAD+ADP ATP NADH NAD+H2O

Raw

biomass

C6 ~P

transport

ADPATP

C5 ~P

C7 ~P

C4 ~P

ADP

ATP

NADPH

NADP+

Phenyl keto acids

C3Hydroxy

acids

C3 Acryloyl CoA

NADH

NAD+

C3 acrylic acid

CO2

H2

C4 CoA

C3

C3 alcohol

NADH NAD+

C4 alcohol

Polyketone

PHA

C4

C6

C5

C4 CoA

CO2

NAD+

NADH

CO2

CO2

C6 sugarglucose

C5 sugar(xylose and

arabinose

transform

hydrolysis

hydrolysis

transport

transform

ketone

acids

alcohol

keto acidsacids

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11

Bio-products fit with current industries

Petroleum Biomass

Fuel & Energy

Chemical

industries

• Bio-ethanol

• Bio-diesel

• Biogas, H2

• Bulk chemicals

• Fine chemicals

• Bio-polymers

• Gasoline

• Kerosine

• Diesel

• Basic chemicals

• Fine chemicals

• Polymers

HO OH OH

OH O

H

OHHydrocarbons

CnH2n+2 Carbohydrates

Cn(H2O)n

• Oxygenate

• Chiral chemicals

Page 12: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

12

Sugar

• glucose

• fructose

• xylose

• arabinose

Polymers

SG

C2

C3

C5

C6

C4

starch

Hemicell

ulose

Cellulose

Protein

Carbonhydrates Thermochem

Bio

ma

ss

H2

methane

Itaconic acid

Levulinic acid

Fumaric acid

Succinate

Aspartate

Malic acid

Citric acid

Gluconate

Sorbitol

Lactic, glycerol

acrylic acid

3-hydroxy-

propionic acid

Ethanol, ethylene

Microorganism

Mo

dern

Ch

emica

l Ind

ust.

Lignin

Lipid

Bio-products fit with current industries

Platform chem.

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13

Chemical synthesis

Pharmaceuticals

Pesticides

Fine chemicals

Food additives

Feed additives

Cosmetic

Organic

substrate

I.B. reduces the processes and costs

Bioprocess

Materials < 37%

Energy < 30%

CO2 em. <63%

1,3-

PDO

Traditional

Chem.

Biotechnology

Fermentation

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14

G3P Pyruvate

Glucose

TCA

DHAP 3-PGA Gly

Glycerol

pathway from

yeast

Native pathway in E. coli

1,3-PDO3-PHA

1,3-PDO pathway

from Klebsiella

pneumoniae

• Modify >70 genes, 18 genes knockout or overexpressed

• Titer > 135 g/L, productivity >3.5 g/L/h

• First industrialization example of bio-based chemical

Case: 1,3-propanediol bio-production

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15

Efficient

Genetic

ManipulationProtein

Engineering

& Screening

System

Metabolic

Engineering

Rapid

Microbial

Evolution

Advanced Biocatalysts

Nutraceuticals

Fine chemicals

Bulk chemicals

Fuel

Biotech makes industry green

Page 16: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

Plant secondary metabolites

More than 2,000 kinds

of plant natural

products such as

isoprenoids, alkaloids

and flavonoids, which

are all plant secondary

metabolites, have been

used by human as

flavors, fragrances and

medicines.(Chang et al., 2006)

Page 17: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

(Marienhagen, et al., 2013)

Schematic overview of biosynthetic routes and

precursors of the plant natural products

Page 18: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

Isoprenoids

Isoprenoids comprise the largest class of the natural product products,

encompassing more than 5,000 known compounds with an extremely

diverse array of chemical structures, such as taxol, artemisinin, and

carotenoids.

Page 19: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

AlkaloidsAlkaloids are nitrogen-containing, low-molecular-weight

compounds and known for their medicinal use.

Page 20: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

Glucosinolate

Glucosinolates constitute a natural class of organic

compounds that contain sulfur and nitrogen and are derived

from glucose and an amino acid.

Page 21: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

Natural diversity of glucosinolates

They are synthesized from certain amino acids.

About 132 different glucosinolates are known to occur

naturally in plants.

Aliphatic glucosinolates derived from mainly methionine, but

also alanine, leucine, isoleucine, or valine.

Aromatic glucosinolates include indolic glucosinolates,

derived from tryptophan, phenylalanine and tyrosine.

Page 22: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

Enzymatic activation

The plants contain the endogenous thioglucosidases, called

myrosinase, which, in the presence of water, cleaves off the

glucose group from a glucosinolate. The remaining molecule

then quickly converts to an isothiocyanate, a nitrile, or

a thiocyanate; these are the active substances that serve as

defense for the plant.

To prevent damage to the plant itself, the myrosinase and

glucosinolates are stored in separate compartments of the cell

and come together mainly under conditions of physical injury.

Page 23: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

Sulphoraphane

(SFN)

Benzyl Isothiocyanate

(BITC)

Phenylethyl

Isothiocyanate

(PEITC)

Isothiocyanate was known for anti-carcinogenic activity,

antimicrobial activity, and anti-inflammatory activity .

Studies have suggested inverse relations between the intake of

cruciferous vegetables, such as broccoli, and cancer incidence.

The following compounds contribute to this function.

Isothiocyanates

Page 24: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

Natural diversity of isothiocyanates

Its variation in the side group that is responsible for the

variation in the biological activities of these plant compounds.

Some glucosinolates:

• Sinigrin is the precursor to allyl isothiocyanate

• Glucotropaeolin is the precursor to benzyl isothiocyanate

• Gluconasturtiin is the precursor to phenethyl isothiocyanate

• Glucoraphanin is the precursor to sulforaphane

Page 25: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

Natural diversity makes the extraction of separate pure

compound high costly

The enzymes of entire pathway in plants stored in separate

compartments of the cell, make the synthesis inefficient

Extraction process is complicated with high pollution

Shortcomings of natural extraction

Page 26: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

26

中国科学院微生物研究所

The comparison between plants and microorganisms as metabolic engineering platform

plant E. coli

Growing rate slow rapid

Costs high low

Yield low high

Purity low high

Extraction

process

difficult simple

on an industrial scale

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27

中国科学院微生物研究所

Microbial production of ITCs

-- Benzyl Isothiocyanate as a case --

E . coli

P athw ay design

G ene m ining P rotein m odification

F unctionallyexpressed enzym es

P henylalanine B enzyl isothiocyanate

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28

中国科学院微生物研究所

The original biosynthesis pathway in plant

P450 enzymes

Glucotropaeolin

myrosinase

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中国科学院微生物研究所

The difficulties and solution strategies for P450

1. Translational incompatibility of the membrane signal

modules

2. Absence of electron transfer machinery

linker peptide: (G4S)n

Linker

peptide

ATR1: NADPH--cytochrome P450 reductase 1

ATR2:NADPH--cytochrome P450 reductase 2

Modification of N-terminal membrane –binding domain

Fused with corresponding

reductase via linker peptide

This enzyme is required for electron

transfer from NADP to cytochrome P450

in microsomes.

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30

中国科学院微生物研究所

Functional expression of CYP79A2

The first eight

modified amino acid

from bovine-derived

CYP17α was

confirmed to be

advantageous for

anchorage to the

membrane for E.coli

the 25 to 74 amino

acids from sorghum

derived CYP79A1

were proven to be

effective for higher

expression level

73-711 amino acids were

the functional domain

without transmembrane

sequence

40-529 amino acids were the functional

domain

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中国科学院微生物研究所

Functional expression of CYP83B1

ATR1: NADPH--cytochrome P450 reductase 1

ATR2:NADPH--cytochrome P450 reductase 2

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中国科学院微生物研究所

The biosynthesis pathway of benzyl isothiocyanate

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中国科学院微生物研究所

Design the pathway and reduce the step

Glutathione

GSTFGGP1

Cysteine

Spontaneous reaction

Pathway in plants

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34

中国科学院微生物研究所

C-S lyase was not redundant

unlike the other enzymes in plant.

SUR1 is the only C-S lyase for this

pathway in plants.

We tried to optimize the induction

conditions but still failed to get the

functional enzyme for inclusion

body.

Selection and expression of C-S lyase

SUR1

In plants

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中国科学院微生物研究所

Selection and expression of C-S lyase

The biosynthesis of methionine in E. coli involves cystathionine β-

lyase which catalyzes a reaction similar to SUR1.

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中国科学院微生物研究所

min2 4 6 8 10 12 14

mAU

0

100

200

300

400

500

DAD1 C, Sig=210,4 Ref=off (D:\DATAS\LFX\LFX 2015-12-15 18-37-32\022-0101.D)

min2 4 6 8 10 12 14

mAU

0

100

200

300

400

DAD1 C, Sig=210,4 Ref=off (D:\DATAS\LFX\LFX 2015-12-15 18-37-32\023-0201.D)

min2 4 6 8 10 12 14

mAU

0

100

200

300

400

DAD1 C, Sig=210,4 Ref=off (D:\DATAS\LFX\LFX 2015-12-15 18-37-32\024-0301.D)

MetC

Pyruvic acid

MetC (β-lyase) was chosen for substituting SUR1

94

66

45

33

26

M 1 2KDa

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37

中国科学院微生物研究所

Condon-optimized UGT74B1 from Broccoli rapa was successfully

expressed and purified which shows a high affinity for various

types of thiohydroximate. UGT74B1 Marker

UGT: UDP-glucose:thiohydroximate S-lucosyltransferase

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38

中国科学院微生物研究所

SOT16、SOT18 both show catalyze activity on benzyl-derived

glucosinolate. We failed to obtain the soluble SOT16 and select

Arabidopsis thaliana ecotype Col-0 derived SOT18 which was

confirmed to have higher Vmax compared to the other variants.SOT18 Marker

SOT: desulfoglucosinolate:PAPS sulfotransferase

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39

中国科学院微生物研究所

Selection of suitable myrosinase

Glycosylation modification was essential for plant-

derived myrosinases to form activity configuration.

Myrosinase from Brevicoryne brassicae which need no

secondary modification was selected to express in

E.coli.

Page 40: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

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中国科学院微生物研究所

The activity of

Myrosinase from

Brevicoryne

brassicae

was confirmed

Page 41: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

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中国科学院微生物研究所

CYP79A2

O2

NADPH

CO2

H2O

NADP+

CYP83B1

O2

NADPH

CO2

H2O

NADP +

SOT18

PAPSPAP

UGT74B1

UDP-D-

glucose

UDP

BMYR

• Black indicate the

original element

• Red indicate the

modified in E.coli

design

PLP

The modified biosynthesis pathway of benzyl

isothiocyanate in E. coli

All enzymes have been functionally expressed in E.coli

Page 42: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

42

中国科学院微生物研究所

As a proof of

concept,

successful

biosynthesis

of BITC in vitro

by functionally

expressed

enzymes from

different

sources was

confirmed.

Page 43: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

43

中国科学院微生物研究所

Conclusion

ACS Synth. Biol. (2016)

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中国科学院微生物研究所

Next……

Functionalizing the synthesis in vivo

Cofactor supplement: cysteine and PAPS

Coenzyme balance and supplement: NADPH

Remove susbtrate feedback inhibition and degadation: cysteine

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中国科学院微生物研究所

Pyruvate

+ NH3+

H2S

tnaA

ATP AMP

cysQ

ATP regenaration

RegenerationRemove feedback inhibition

Cofactor supplement

Remove product inhibition

Knock-outdegradation path.

SAT-m from

Arabidopsis

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46

中国科学院微生物研究所

NADPH balance (P450 enzymes needs NADPH)

Expression of zwf increases

PPP pathway for NADPH

supplement

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47

中国科学院微生物研究所

sulfide

serine

O-Acetylserine

SAT-m

zwfGlucose-6-P Glucose

Schematic map of BITC synthesis in vivo

PAPS regeneration

Page 48: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

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中国科学院微生物研究所

Feixia Liu

Acknowledgement

Page 49: Microbial synthesis of high-value plant secondary products: …. Dr. Bo Yu ( Microbial... · 2016-12-21 · Itaconic acid Levulinic acid Fumaric acid Succinate Aspartate Malic acid

49

Thanks for your

attention!

Bo Yu

E-mail: [email protected]