An in silico platform for fast, reliable prediction of chemical properties and regulatory endpoints

Built to support REACH and ICH M7 workflows with science-based in silico predictions

From mutagenicity assessment to regulatory-relevant endpoint screening, ProtoPRED® helps teams generate reproducible predictions, applicability domain checks and reporting outputs suitable for regulatory documentation, including customizable QPRFs.

Regulation-focused modules

ProtoPRED® has two modules tailored to the fulfilling of regulations such as REACH (inforced in the EU by ECHA for the registration of most chemicals) and the ICH-M7 regulation (regarding the mutagenicity of impurities in pharmaceutical products).

Mutagenicity

Prediction of the mutagenicity of chemical compounds through the combined use of a QSAR model and a rule-based expert system.

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REACH-related endpoints

Prediction of physicochemical and (eco)toxicological properties of chemical compounds by using proprietary QSAR models.

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Models by endpoint family

In these modules, a wide panel of QSAR models for organic chemical substances are distributed according to the classification of the endpoints on human-toxicity related endpoints, environmental endpoints, physico-chemical properties, endocrine disruptors or ADME endpoints (related with pharmaco/toxico-kinetics).

ADME endpoints

Prediction of ADME properties of chemical compounds by using proprietary QSAR models.

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Physicochemical endpoints

Prediction of physicochemical properties of chemical compounds by using proprietary QSAR models.

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Toxicological endpoints

Prediction of toxicological properties of chemical compounds by using proprietary QSAR models.

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Ecotoxicological endpoints

Prediction of ecotoxicological properties of chemical compounds by using proprietary QSAR models.

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Endocrine disruption endpoints

ProtoED is a computational tool for predicting the agonist and antagonist activity of chemical compounds on various receptors using proprietary QSAR models.

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Models for advanced materials

ProtoPRED® has a module devoted to nanoQSAR models, i.e. QSAR models adapted to their use in nanomaterials, and particularly in inorganic nanomaterials.

Models for nanomaterials

Prediction of physicochemical and (eco)toxicological properties of nanomaterials by using proprietary QSAR models.

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Integrated Testing Strategy

An Integrated Testing Strategy (ITS) is used to obtain a single conclusion from several studies. Our ITS does not only provide a computational prediction combining different models, but also allows you to include any available experimental data. In addition to the general assessment, the individual prediction of the necessary parameters will be also supplied.

ITS for genotoxicity

Regulatory workflow proposed under REACH for assessing the genotoxicity of chemicals.

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QSAR-based in silico technology for secure, flexible and regulatory-oriented chemical assessment

Robustness, usability and flexibility

ProtoPRED® is an in silico prediction platform based on QSAR models developed from curated public data. It is designed to support chemical assessment workflows with a balance of scientific robustness, usability and operational flexibility.

Modules properties

Its modules cover physicochemical, toxicological, ecotoxicological, endocrine-related, mutagenicity and ADME endpoints, supporting both research and regulatory decision-making.

Endpoint families, AD

The platform enables users to generate predictions across multiple endpoint families, verify the applicability domain (AD) of the queried substances and export results in formats adapted to different technical and regulatory needs.

QMRF and QPRF

All models are developed in accordance with OECD principles and are documented with QMRF (free access) and QPRF reports to support transparency, traceability and regulatory acceptance.

Key advantages of ProtoPRED® in QSAR-based prediction

USER-FRIENDLY

Does not require a specific or technical knowledge to be used

SPEED

Predictions in a few seconds/minutes, even for large sets of molecules

REGULATORY VALIDITY

All models follow the OECD guidelines and are provided in the standard QSAR Model Reporting Format (QMRF), therefore guaranteeing their regulatory validity

BEST VALUE FOR MONEY

Save time and money with the highest level computational models in the market

Verify whether the molecules fall within the applicability domain (AD) of the models.
This operation does not consume any tokens.

How to use ProtoPRED?

Learn how to upload your compounds, configure prediction settings, check the applicability domain and analyse results for physicochemical, toxicological, ecotoxicological and ADME endpoints.

+ 60

Models

+ 450

Users

+ 150

Organizations

+ 14

Years of experience

Flexible token-based pricing

ProtoPRED® operates through a token-based system. Different prediction types may consume different numbers of tokens depending on the endpoint and workflow. Choose the package that best fits your expected usage volume.

Base price 1 token – 25€

Calculate your cost based on the number of predictions you need

ProtoPHYSCHEM

ProtoADME

ProtoTOX

ProtoECO

ProtoED

ProtoICH

GenoITS

ProtoNANO

Tokens and cost summary

Tokens

ProtoPHYSCHEM

0

ProtoADME

0

ProtoTOX

0

ProtoECO

0

ProtoED

0

ProtoICH

0

GenoITS

0

ProtoNANO

0


Total tokens

0

Total predictions

0

€0

/ €0 * token

We also offer annual licenses, which are more cost-effective from approximately 200 predictions per year onward.

We also offer special discounts for universities and research centers.

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Trusted by professionals in computational toxicology and regulatory science