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Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering

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Taking Advantage of Databases.

Glenn J Myatt¹, Donald P Quigley²

¹Leadscope, Inc., 1393 Dublin Road, Columbus, OH, 43215, USA. gmyatt@leadscope.com.

Methods in Molecular Biology (Clifton, N.J.)

|June 18, 2016

Summary

This summary is machine-generated.

Toxicity databases aid hazard and risk assessments by providing historical study data. They also support toxicity predictions for compounds lacking existing research, using similar chemical data or predictive models.

Keywords:

Expert review Expert rule-based In silico methods QSAR models Read across Statistical-based Structural alerts Toxicity databases

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Area of Science:

Toxicology
Computational Chemistry

Background:

Toxicity databases are crucial resources for chemical safety evaluations.
They contain historical study results essential for hazard identification and risk assessment.
These databases facilitate the retrieval of data for specific compounds of interest.

Purpose of the Study:

To highlight the utility of toxicity databases in supporting chemical hazard and risk assessment.
To explain the role of these databases in retrieving existing study data.
To describe how toxicity databases enable toxicity predictions for data-poor chemicals.

Main Methods:

Utilizing toxicity databases for information retrieval on chemical compounds.
Employing comparative analysis of study results from similar chemicals.
Developing and applying prediction models based on database information.

Main Results:

Toxicity databases effectively provide access to historical toxicological studies.
Data within these databases supports informed decision-making in risk assessment processes.
Predictions of toxicity can be generated for compounds where experimental data is absent.

Conclusions:

Toxicity databases are indispensable tools for comprehensive chemical safety assessments.
They enable both the review of past research and the prediction of future toxicological outcomes.
The strategic use of these databases enhances the efficiency and accuracy of toxicity evaluations.