QSAR Workbench
In-silico Toxicological & Ecotoxicological Assessment
Predict. Assess. Support.

Build defensible in-silico assessments, not one-off predictions.

Bring chemical structure, experimental data, read-across and QSAR predictions into one documented weight-of-evidence workflow for toxicological and ecotoxicological endpoints.

Problem & Solution

Predictions without process do not hold up

The problem

In-silico results are only useful if the reasoning behind them is transparent and reproducible. Scattered tools and undocumented judgement calls make assessments hard to defend.

  • No single record of structure, data and predictions
  • Read-across justification hard to reconstruct
  • Weight-of-evidence reasoning left implicit

The approach

QSAR Workbench is QSAR software that organises the assessment around endpoints: assemble structure and experimental data, run predictions, build read-across, and record a weight-of-evidence conclusion with its rationale.

  • Endpoint-centred, documented workflow
  • Read-across analogues with similarity rationale
  • Assessment report capturing the full basis
Capabilities

Assessment modules

  • Chemical structureStructure handling and identifiers for the target substance.
  • Endpoint selectionChoose human health and environmental endpoints in scope.
  • Experimental dataCapture available study data and reliability.
  • Read-acrossIdentify analogues and document the similarity basis.
  • QSAR predictionsRecord model outputs with applicability-domain notes.
  • Weight of EvidenceCombine lines of evidence into a reasoned conclusion.
  • ToxicologyHuman health endpoint assessment.
  • EcotoxicologyAquatic toxicity, degradation and bioaccumulation.
  • Assessment reportStructured output capturing data, methods and conclusions.
How it works

Structure to assessment report

1

Define

Target substance and endpoints.

2

Assemble

Experimental data and analogues.

3

Predict

QSAR model outputs and domain checks.

4

Weigh

Combine evidence, resolve conflicts.

5

Report

Document conclusion and rationale.

Coverage

Assessment scope

Domains
Human health · environment
Methods
QSAR · read-across · WoE
Inputs
Structure · experimental data
Output
Structured assessment report
Use
Screening & prioritisation support
Review
Expert sign-off

Scope note: QSAR Workbench supports assessment and documentation. It does not replace expert toxicological judgement, and regulatory acceptance of in-silico evidence depends on the specific framework and endpoint.

QSAR Workbench — workspace preview
TARGETSubstance X-338Endpoint: skin sensitisationNEW
READ-ACROSS3 analogues · sim ≥ 0.82Category rationale draftedUPDATED
WoEConclusion: not classified2 predictions + 1 studyIN FORCE

Illustrative interface preview.

Questions

Frequently asked

Is this a QSAR model itself?

It is a workbench that structures the assessment. Model outputs are recorded with applicability-domain and reliability notes as part of the evidence base.

Will regulators accept the output?

In-silico evidence acceptance is framework- and endpoint-specific. The workbench focuses on producing a transparent, well-documented assessment that supports regulatory dialogue.

Can CHEMREG consultants run assessments?

Yes — the toxicology and ecotoxicology practice can perform or review assessments using the workbench.

What is QSAR software?

QSAR software predicts toxicological and ecotoxicological endpoints from chemical structure using validated models. QSAR Workbench adds the surrounding process — read-across, experimental data and weight-of-evidence documentation — needed to make those predictions defensible.

Does QSAR Workbench support read-across assessments?

Yes — read-across is a core module: identify analogue substances, document the similarity rationale, and combine it with QSAR predictions and experimental data in the weight-of-evidence conclusion.

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See QSAR Workbench with your own data

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