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US-EPA CompTox Chemicals Dashboard –
integrating chemistry and biology data to
serve computational toxicology and
environmental science
Antony Williams, Chris Grulke, Ann Richard, Richard Judson, Imran Shah
Grace Patlewicz, John Wambaugh, Katie Paul-Friedman,
Jeremy Dunne and Jeff Edwards
National Center for Computational Toxicology, U.S. Environmental Protection Agency, RTP, NC
August 2019
ACS Fall Meeting, San Diego
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 Portal
1
CompTox Chemicals Dashboard
• A publicly accessible website delivering access:
– ~875,000 chemicals with related property data
– Searchable by chemical, product use, gene and assay (ToxCast)
– Experimental and predicted physicochemical property data
– “Bioactivity data” for the ToxCast/Tox21 project
– Links to other agency websites and public data resources
– “Literature” searches for chemicals using public resources
– “Batch searching” for thousands of chemicals
– DOWNLOADABLE Open Data for reuse and repurposing
2
CompTox Chemicals Dashboard
https://comptox.epa.gov/dashboard
3
875k Chemical Substances
BASIC Search
4
Detailed Chemical Pages
5
Experimental and Predicted Data
6
Transparency for prediction models
7
OPERA Predicted Properties
8
OPERA Models: https://github.com/kmansouri/OPERA
Access to Chemical Hazard Data
9
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
10
In Vitro Bioassay Screening
ToxCast and Tox21
11
In Vitro Bioassay Screening
ToxCast and Tox21
12
Bioactivity: Downloadable Data
https://www.epa.gov/chemical-research/exploring-toxcast-data-
downloadable-data
13
Sources of Exposure to Chemicals
14
Sources of Exposure to Chemicals
15
An “Executive Summary”
Quick Look Tox Info
16
Identifiers to Support Searches
17
Built in “Modules”
18
Abstract Sifter for Excel
19
Literature Searching
20
Literature Searching
21
Literature Searching
22
Generalized Read-Across (GenRA)
23
Related Publications
24
Mapped
Relationships
25
Relationships in the Data
26
27
Bisphenol A
27 Total MS-Ready Mappings
28
Related Substances – Transformation
Products, “Monomer-Polymer”
29
What No
Structures???
Quality Control
30
Quality Control of the Database
• We have full time curators checking data
31
Names to CASRN Mappings
32
Subtleties
33
E/Z-stereochemistry E-stereochemistry
“4-Decene”
CAS Registry Numbers
34
Crowdsourced Curation
35
Chemical Lists
and
Categories
36
Category example – PAHs
37
EPAHFR: Hydraulic Fracturing
38
List of Assays
From Assay to Chemicals…
40
Other Searches
41
Product/Use Categories
42
Lubricant
43
Lots of UVCBS in Commerce….
44
Other Searches
Chemical-Biology
45
Assay/Gene Search
46
Assay/Gene Search
47
Batch
Searching
48
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?
49
Batch Search Names
50
Excel
Download
Add Other Data of Interest
51
Built in Checks…
52
Related Substance Relationships
Real-Time
Predictions
54
Real-Time Predictions
55
Real-Time Predictions
with detailed calculation reports
56
Real-Time Predictions
with detailed calculation reports
57
Open Data
Download Files
58
Downloadable Data
59
Conclusion
• Building an integrated hub for environmental chemistry
data to serve computational toxicology
• Transparent access to data and models – file
downloads, SQL data dumps and web services
• Expansion of functionality to serve all data streams
generated by NCCT across the agency & community
60
• Data QUALITY is a key
focus - ongoing curation
• We are committed to open
API development with time..
Acknowledgements
EPA-RTP
• An enormous team of contributors
from NCCT, 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
NCCT, US EPA Office of Research and Development,
Williams.Antony@epa.gov
ORCID: https://orcid.org/0000-0002-2668-4821
62
https://doi.org/10.1186/s13321-017-0247-6

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US-EPA CompTox Chemicals Dashboard – integrating chemistry and biology data to serve computational toxicology and environmental science