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EPA CompTox Chemicals Dashboard as a
Data Integration Hub for Environmental
Chemistry Data
Antony Williams
Center for Computational Toxicology and Exposure,
U.S. Environmental Protection Agency, RTP, NC
November 13th 2019
ACS AGRO Webinar
http://www.orcid.org/0000-0002-2668-4821
The views expressed in this presentation are those of the author and do not necessarily reflect the views or policies of the U.S. EPA
CompTox Chemicals Dashboard
https://comptox.epa.gov/dashboard
• Freely accessible website and integration hub
– Chemical substances – the majority with structures
– Searchable by chemical, product use and gene
– Experimental and predicted physicochemical property data
– Experimental and predicted fate and transport data
– Bioactivity data for the ToxCast/Tox21 project
– Literature searches for chemicals using public resources
– Links to other agency websites and public data resources
– Batch searching for thousands of chemicals
– Chemical lists of interest – pesticides, leachables, PFAS
– DOWNLOADABLE Open Data for reuse and repurposing
1
A single application integrating…
2
SEARCH
TOX DATA
BIOACTIVITY
SIMILARITY
READ-ACROSS
PUBMED
BATCH SEARCH
A data integration hub
LOTS of data!
• >875,000 chemicals curated over 20 years
• >700,000 toxicity data points from >30 sources
• Millions of synonyms and identifiers
• Tens of thousands of experimental data points
• Millions of QSAR prediction reports
• Millions of bioactivity data points for >4000
chemicals and hundreds of assay end points
• Searching of Pubmed’s 29 million abstracts
3
CompTox Chemicals Dashboard
https://comptox.epa.gov/dashboard
4
875k Chemical Substances
Type-ahead Search
5
Substring Search: Enniatin (10/29)
6
Chemical Details Page
7
Experimental & Predicted Properties
8
Open Source Prediction Models
9
OPERA Predicted Properties
10
OPERA Models: https://github.com/kmansouri/OPERA
Plus Real-Time Predictions
11
Toxicity Estimation Software Tool
12
Access to Chemical Hazard Data
13
Hazard Data from “ToxVal_DB”
• ToxVal Database contains following data:
–~800,000 toxicity values
–~30 sources of data
–~22,000 sub-sources
–~5000 journals cited
–~70,000 literature citations
14
In Vitro Bioassay Screening
ToxCast and Tox21
15
In Vitro Bioassay Screening
ToxCast and Tox21
16
Identifiers to Support Searches
17
Built in “Modules”
18
Literature Searching
19
Literature Searching
20
Literature Searching
21
Sifting retrieved articles
22
Direct Link to PubMed
23
Abstract Sifter for Excel
24
Mapped
Relationships
25
Relationships in the Data
All chemicals: Same Formula
26
Relationships in the Data
All chemicals: Same Formula
27
Relationships in the Data
Structure search the web
28
Structure search the web
29
Similar Compounds
30
Related Substances – Metabolites
and Transformation Products
31
“External Links” to >70 sites
32
External Links: CTD
33
External Links: MassBank
of North America
34
Chemical Lists
35
>200 Lists of Chemicals
36
Filtered Search on Toxins
37
Mycotoxins with MS Data
38
EPA Algal Toxins
https://www.epa.gov/cyanohabs
39
Algal Toxins
40
Hazard Data for 25/54 Algal Toxins
41
And who wants to draw these?
42
When you can download them…
43
Batch
Searching
44
Batch Searching
• Singleton searches are useful but people
generally want data on LOTS of chemicals!
• Typical questions
– What is the list of chemicals for the formula CxHyOz
– What is the list of chemicals for a mass +/- error
– Can I get chemical lists in Excel files? In SDF files?
– Can I include properties in the download file?
45
Batch searching
46
Add Other Data of Interest
47
Related Substance Relationships
48
MASS AND
FORMULA
SEARCHING
49
Advanced Searches
Mass and Formula Based Search
50
Advanced Searches
Mass and Formula Based Search
51
Batch Searching Formula/Mass
52
Crowdsourced Curation
53
WORK IN
PROGRESS
54
Predicted Mass Spectra
http://cfmid.wishartlab.com/
• MS/MS spectra prediction for ESI+, ESI-, and EI
• Predictions generated and stored for >800,000
structures, to be accessible via Dashboard
55
Search Expt. vs. Predicted Spectra
Search Expt. vs. Predicted Spectra
Spectral Viewer Comparison
58
Prototype Development
59
Prototype Development
60
Conclusion
• Building an integrated hub for environmental chemistry
• Transparent access to data and models
• Data QUALITY is a key focus - ongoing curation
61
Acknowledgements
EPA-RTP
• An enormous team of contributors
from CCTE, especially the IT
software development team
• Our curation team for their care
and focus on data quality
• Multiple centers and laboratories
across the EPA
• Many public domain databases
and open data contributors
Contact
Antony Williams
CCTE, US EPA Office of Research and Development,
Williams.Antony@epa.gov
ORCID: https://orcid.org/0000-0002-2668-4821
63
https://doi.org/10.1186/s13321-017-0247-6

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EPA CompTox Chemicals Dashboard Data Integration Hub

Editor's Notes

  1. Clarify it’s a mockup in progress
  2. Clarify it’s a mockup in progress