chances & challenges of bioinformatics in tcm

13
Chances & Challenges of Bioinformatics in TCM Prof. Qiao Yanjiang Zhang Yanling [email protected] Beijing University of Chinese Medic ine

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Chances & Challenges of Bioinformatics in TCM. Prof. Qiao Yanjiang Zhang Yanling [email protected] Beijing University of Chinese Medicine. Outline. Background Chances and Challenges Brief Idea of Our Work A Simple Example. Puzzles in TCM. Bioinformatics can do in TCM. - PowerPoint PPT Presentation

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Page 1: Chances & Challenges  of  Bioinformatics in TCM

Chances & Challenges of

Bioinformatics in TCM

Prof. Qiao Yanjiang

Zhang Yanling

[email protected]

Beijing University of Chinese Medicine

Page 2: Chances & Challenges  of  Bioinformatics in TCM

Outline

• Background

• Chances and Challenges

• Brief Idea of Our Work

• A Simple Example

Page 4: Chances & Challenges  of  Bioinformatics in TCM

Bioinformatics can do in TCM

1R4L  from PDB

Pathway form KEGG

Page 5: Chances & Challenges  of  Bioinformatics in TCM

Integral and traditional Theory

Thousands of years of clinical experience

More than nine thousand material medica

How to communicate with modern science?

How to make a further progress?

Chances

Page 6: Chances & Challenges  of  Bioinformatics in TCM

Syndrome Differentiation Harmony & Wholism

Challenges

Page 7: Chances & Challenges  of  Bioinformatics in TCM

Brief Idea of Our Work

Page 8: Chances & Challenges  of  Bioinformatics in TCM

D A H AH A/D AH/H E

ACE17798

188 6563 52

5E-04

0.79 16.02

AngII 177981

532 49172 4900.00

31.00 3.33

PDE417798

1285 31297 168

0.002

0.54 3.35

5-HT317798

1278 40722 200

0.002

0.49 3.14

HMG-CoA 177981

215 33718 1360.00

10.40 3.34

D: number of molecules in database

A: number of active molecules in database

H: number of hit molecules

AH: number of active molecules in hitlist

DA

HAHE

/

/

Virtual Screening

Page 9: Chances & Challenges  of  Bioinformatics in TCM

Blue = medicine 1Yellow = medicine 2Green = medicine 3Black= superposition of two websRed= superposition of three webs Systems Driven Translational MedicineSystems Driven Translational MedicineSystems Driven Translational Medicine

Model of Cancer

Page 10: Chances & Challenges  of  Bioinformatics in TCM

Herbs

Compounds

Formulas

Formula= Herb1+Herb2+……+Herbn

Herb= Compound1+Compound2+……+Compoundj

Formula = Compound1+Compound2+……+Compoundm

f ( )

?

?

?f ( )

f ( )

Page 11: Chances & Challenges  of  Bioinformatics in TCM

Compounds Database of Fufang Danshen Tablets

Page 12: Chances & Challenges  of  Bioinformatics in TCM

ÃâÒß´Ì ¼¤

Tϸ °ûÃâÒßÏì Ó¦

TNFa

¾ÞÊÉϸ °û

HM G-C o A

µ¨¹Ì´¼

LDL

Ѫ¹Ü°ß¿é

ÅÝÄ Ï¸ °û

TNFR

×éÖ¯ËðÉË

TNFR

×éÖ¯ËðÉË

C O X2 P G E

2

P G E/ EP

Ѫ¹ÜÐÂÉúÒò×Ó

ÄÚƤϸ°ûÔöÖ³

A C EA ngII

A ngII R

C aÀë×Ó

P IP 2/ IP 3

P DEG M

P

µ°°×¼¤Ã¸G

Ѫ¹ÜÊÕËõ£¬ÑªÑ¹Éý¸ß

ÖܱßÉñ¾ ÔªÃô¸ÐÐÔ

ÖÐÊàÉñ¾ ÔªÃô¸ÐÐÔ

ƽ»¬¼¡Ï¸ °û

ÄÚƤϸ °û

¸Î ϸ °û

OOO

O

O

OH

OHOH

OH

OH

OH

O

O

O

O

O

O

O

OH

OHOH

OH

OH

OH

OH

OH

OH

O

OO

O

OH

OH

OH

OH

CH3

O

HH

OOH

O

O

H

OH

OH

H

OH

OH

OH

OH

O

COO-

COO- Mg2+

O

O

O

OH

OH

OH

OHOH

OH

OH

H

O

O

OO OH

OHOHOH

OH

OH

H H

H

HMG-CoA

T-cellO

O

O

O

O

O

O

OH

OHOH

OH

OH

OH

OH

OH

OH O

HH

OOH

O

O

H

OH

OH

H

OH

OH

OH

OH

O

COO-

COO- Mg2+

O

O

OO

OH

OH

OH

OH

CH3

O

O

O

O

OCH3

CH3

CH3

PDE

O

O

OH

CH3

CH3

CH3

TNFɑ

O

O

OH

CH3

CH3

CH3

CH3

OH

CH3

CH3CH3

CH3

H

HH

O

OH

OH

OOCH3CH3

O

O

OH

CH3

CH3

CH3

O

O

OH

CH3

CH3

CH3

OH

CH3CH3

OH

CH3

CH3O

O

O CH3

OHCH3

O

O

OH

O

CH

3

CH

3

CH

3H

O

O

OH

O

CH3CH3

CH3CH3 H

O

O

OCH3

OH

CH3

CH3

O

O

OOH

CH3

CH3 CH3

COX2

OOO

O

O

OH

OHOH

OH

OH

OH

O

O

O

CH3

CH3

O

O

O

CH3 CH3

OH

CH3

OO

O

CH 3

CH 3

CH 3

O

O

O

OO OH

O

OH

OH

OH

OH

OH

CH 3

O

O

O

O

OCH3

CH3

CH3

O

O

O

O

OH

OH

OH

OH

CH 3

O

O

O

CH 2OH

CH 3

O

O

OCH3

CH3

O

OOHO

O

OHOH

CH3

CH3

OO

O

CH 3

CH 3

O

O

O

CH3

CH3

CH3

O

O

O

O

O

O

O

OH

OHOH

OH

OH

OH

OH

OH

OH

AngIIO

HHO

OHO

OH

OH

OH

H

OHOH

OHOH

O

COO-COO-

Mg2+

O

O

O

OH OH

OH

OH

OH

OH

OH

H

O

O

OO

OH

OH

OH

OH

CH 3

O

O

O

OO OH

O

OH

OH

OH

OH

OH

CH 3

O

O

O

O

OH

OH

OH

OHOH

OH

H

H

H

O

O

OO

O

O

O

OH

OH

OH OH

OH

OH

OH

OH

OH

Page 13: Chances & Challenges  of  Bioinformatics in TCM

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