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Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University 2015-09-13 (Sun)

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Page 1: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University

Introduction to Structural Life Science Data Cloud

Akira R. KINJOInstitute for Protein Research, Osaka University

2015-09-13 (Sun)

Page 2: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University

本成果は、国立研究開発法人日本医療研究開発機構 創薬等ライフサイエンス研究支援基盤事業(創薬等支援技術基盤プラットフォーム事業)の支援により得られました。

Page 3: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University
Page 4: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University
Page 5: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University
Page 6: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University

Summary of homologs,structures, motifs, etc.

Page 7: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University
Page 8: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University
Page 9: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University

Compiling various information into one big table.

Page 10: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University

Human Structurome Today (64340 proteins)

~70% have some 3D information!

5210 (8%)

37994 (59%)

7192 (11%)

13944 (22%)

A. Determined B. 3D Homolog C. <12% ID D. >=12% ID

Page 11: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University

Determined 3D HomologA. B.

0

10

20

30

40

50

60

70

80 All

w/o ID

Mea

n co

vera

ge o

f seq

uenc

e

±35

±25

Mean coverage of sequence:60~70%

Page 12: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University

Determined 3D Homolog <12% ID >=12% IDA. B. C. D.

0

5

10

15

20

25

30

26

3.9

2.11.4F

ract

ion

of d

isea

se-r

elat

ed p

rote

ins

(%)

People love diseases (?)

“Structure � Disease” or “Disease � Structure”?

Page 13: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University

1357 (43%)

1484 (47%)

150 (5%)

190 (6%)

A. Determined B. 3D Homolog C. ID < 12% D. ID >= 12%

Out of 3181 disease-related (OMIM) proteins,90% have some structural information.

Page 14: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University

Disease-related ID < 12% Rod & Mam MembraneA. B. C. D.

0

50

100

150

200

250

300

350

400

340

150 147

111

Screening possible targets for structure determination

Remaining fruits

Avoid IDP Homologs may helpMembrane!

IDPs are not negligible.

Page 15: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University

Accession Name # diseases Diseases (e.g.)

P23942 Peripherin-2 6 CHOROIDAL DYSTROPHY, CENTRAL AREOLAR 2, etc

Q8WVP7 Limb region 1 protein homolog

4 SYNDACTYLY, TYPE IV, etc.

P49279 Natural resistance-associated macrophage protein 1

2 MYCOBACTERIUM TUBERCULOSIS, etc

Q8TDI8 Clarin-1 2 USHER SYNDROME, TYPE IIIA, etc.

Q9HCJ1 Progressive ankylosis protein homolog

2 CHONDROCALCINOSIS 2, etc.

Some examples of disease-related membrane proteins with no structure

Page 16: Introduction to Structural Life Science Data Cloud …2015/09/13  · Introduction to Structural Life Science Data Cloud Akira R. KINJO Institute for Protein Research, Osaka University

● Grasping trends.

● Screening potential targets.

● Screening potential drugs.

● and much more.