Related Experiment Video
Updated: Aug 15, 2026

In Silico Modeling Method for Computational Aquatic Toxicology of Endocrine Disruptors: A Software-Based Approach Using QSAR Toolbox
Published on: August 28, 2019
Probabilistic ecological hazard assessment: evaluating pharmaceutical effects on aquatic higher plants as an example
Richard A Brain1, Hans Sanderson, Paul K Sibley
1Centre for Toxicology and Department of Environmental Biology, University of Guelph, Guelph, Ont., Canada N1G 2W1. rbrain01@uoguelph.ca
A probabilistic ecological hazard assessment (PEHA) methodology effectively evaluates pharmaceutical toxicity to aquatic plants. This approach calculates the probability of adverse effects, aiding risk assessment when exposure data is limited.
Area of Science:
- Environmental Toxicology
- Ecotoxicology
- Risk Assessment
Background:
- Pharmaceuticals in aquatic ecosystems pose ecological risks.
- Assessing these risks requires robust methodologies, especially when exposure data is scarce.
- Intraspecies endpoint sensitivity distributions (IESDs) and chemical toxicity distributions (CTDs) offer potential solutions.
Purpose of the Study:
- To evaluate the practicality of a probabilistic ecological hazard assessment (PEHA) methodology.
- To apply PEHA using IESDs and CTDs to pharmaceutical toxicity data for aquatic macrophytes.
- To determine the probability of encountering toxic effects below specific thresholds.
Main Methods:
- Utilized a PEHA methodology employing IESDs and CTDs.
- Analyzed pharmaceutical toxicity data, including EC(10) and EC(25) values for Lemna gibba.
- Examined IESDs from microcosm studies involving pharmaceuticals and tetracyclines.
Main Results:
- PEHA analyses with CTDs indicated a <1% probability of antibiotics having toxicity below 1 microg/L.
- IESDs showed nearly 20% probability of risk for Myriophyllum sibiricum and 13% for L. gibba with 8 pharmaceuticals.
- Hazard quotients suggested potential risks in specific scenarios based on distribution thresholds.
Conclusions:
- PEHA is a practical methodology for ecological hazard assessment, particularly when exposure data is limited.
- The study demonstrates the utility of IESDs and CTDs in quantifying ecological risks from pharmaceuticals.
- Findings highlight the need for careful risk management of pharmaceuticals in aquatic environments.
Related Concept Videos
Pharmaceutical Poisoning: Potential Scenarios
Toxicity Testing in Animals
Impact of Pharmacokinetic–Pharmacodynamic Models: Regulatory Decisions
Pharmacovigilance
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...
Pharmacodynamic Models: Overview
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast, controlled...

