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ChemSpider   Building a Structure Centric  Community for Chemists  Antony Williams CINF: Chemometrics: From Teaching to Research; April 5 th  2008, ACS New Orleans
From Teaching to Research ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
How might a chemist use the web? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
www.chemspider.com ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Example Search 1 ,[object Object],[object Object],[object Object],[object Object],[object Object]
Example Search 1
Example Search 1
Example Search 2 ,[object Object],[object Object]
Example Search 2
Complex Search
Search Open Access Journals – ChemSpider
Search PubMed – ChemSpider
ChemSpider Data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Quality of Data Online… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Quality is a Major Issue- Search Butanol
Crowdsourced Curation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Curators - An Active Community ,[object Object],[object Object],[object Object]
Multi-level Curation and Approval
Post Comments ,[object Object],[object Object]
But, when registered and logged in… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Adding to the Database - Structure
Adding New Text Data Add Publication Add Identifier Add URL
Adding Supplementary Info to a Structure
It’s a Lot of Work to Deposit… ,[object Object],[object Object],[object Object],[object Object]
Can ChemSpider Enable Discovery? ,[object Object]
ChemSpider – Research in Progress ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
LASSO  Ligand Activity by Surface Similarity Order  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],http://dx.doi.org/10.1007/s10822-007-9164-5
LASSO Descriptors on ChemSpider ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
LASSO Descriptors on ChemSpider 14 Million molecules have descriptors (so far)
LASSO Searching Method 1 ,[object Object],[object Object]
LASSO Searching Method 2
Example for ER enrichment ,[object Object],[object Object],[object Object],[object Object],[object Object]
Enrichment Plot ,[object Object],[object Object],[object Object],[object Object]
Screening for weak ER binders Percent of database % of actives recovered
ER Screening Study Highlight ,[object Object],[object Object],[object Object],[object Object]
Data are 1 Week Old Work to be Done Yet To Validate Further ,[object Object],[object Object],[object Object],[object Object]
The ChemSpider Ligand Dataset  ,[object Object],[object Object]
ChemSpider’s Virtual  Screening Set to ChemModLab  Statistical Analysis Statistical  Model Selected Compounds Initial Compounds Active Compounds Screen Compounds Collection ,[object Object],[object Object],[object Object]
Where to from here?  Short term ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Where to from here?  Mid-term ,[object Object],[object Object],[object Object],[object Object],[object Object]
Where to from here?  Mid-Term ,[object Object],[object Object],[object Object],[object Object]
Seeking…  ,[object Object],[object Object],[object Object],[object Object],[object Object]
Long-term ? ,[object Object]
Acknowledgments ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Sponsors ,[object Object],[object Object]
Happy Birthday ChemSpider ,[object Object],[object Object],[object Object],[object Object]
Out of  1 Year Beta Release Today New Website Release (today/tonight…)
Contact ,[object Object]

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