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US-EPA Chemicals Dashboard:
an integrated data hub for
environmental science
Antony Williams
Center for Computational Toxicology and Exposure,
U.S. Environmental Protection Agency, RTP, NC
June 25th 2020
PCRM: 2020 Summer School on Innovative Approaches in Science
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
Contact
Antony Williams
Williams.Antony@epa.gov
1
https://doi.org/10.1186/s13321-017-0247-6
Overview
• The CompTox Chemicals Dashboard - web-
based database of 875k substances
• Associated data including:
– Experimental and predicted physicochemical data
– In vivo hazard data
– In vitro bioactivity screening data
– Link farm to tens of public resources
• Integrated modules – read-across, lit search
• Data mappings and searches supporting
Mass Spectrometry & structure identification
2
A single application integrating…
3
SEARCH
TOX DATA
BIOACTIVITY
SIMILARITY
READ-ACROSS
PUBMED
BATCH SEARCH
CompTox Chemicals Dashboard
https://comptox.epa.gov/dashboard
4
875k Chemical Substances
BASIC Search
5
Detailed Chemical Pages
6
An “Executive Summary”
Quick Look Tox Info
7
Access to Chemical Hazard Data
8
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
9
Experimental and Predicted Data
10
Transparency for prediction models
11
In Vitro Bioassay Screening
ToxCast and Tox21
12
In Vitro Bioassay Screening
ToxCast and Tox21
13
Bioactivity: Downloadable Data
https://www.epa.gov/chemical-research/exploring-toxcast-data-downloadable-data
14
Sources of Exposure to Chemicals
15
Sources of Exposure to Chemicals
16
Identifiers to Support Searches
17
Quality Control of the Database
• We have full time curators checking data
18
Built-in
“Modules”
19
Literature Searching
20
Literature Searching
21
Literature Searching
22
Abstract Sifter for Excel
23
Generalized Read-Across (GenRA)
24
Related Publications
25
Mapped
Relationships
26
Relationships in the Data
27
28
Bisphenol A
27 Total Mappings
29
Chemical Lists
and Categories
30
Category example – PAHs
31
EPAHFR: Hydraulic Fracturing
32
List of Assays
From Assay to Chemicals…
34
Other Searches
35
Product/Use Categories
36
Lubricant
37
Lots of UVCBS in Commerce….
38
Other Searches
Chemical-Biology
39
Assay/Gene Search
40
Assay/Gene Search
Finds associated assays/chemicals
41
Batch
Searching
42
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?
43
Aggregate data for a list of chemicals
44
Batch Search Names
45
Excel
Download
Add Other Data of Interest
46
Conclusion
• An integrated hub for environmental chemistry
data to serve computational toxicology
• Transparent access to data and models
• Ongoing expansion of data on a daily basis
• Data QUALITY is a key focus - careful curation
47
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
SLIDE DECK ALREADY ONLINE
https://www.slideshare.net/AntonyWilliams/
LIVE DEMO TIME!!!
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US-EPA Chemicals Dashboard – an integrated data hub for environmental science