MSc Cheminformatics and Toxicology

at National University of Ireland Galway

The course is delivered over three semesters. In semester 1 students learn the fundamentals of pharmacology, toxicology and are introduced to computational drug-design, programming for biology and statistical computing in R. This forms a foundation for more advanced material explored in Semester 2. 
 

In Semester 2 students consider more advanced concepts in toxicology and investigate controversial areas of toxicology. They also develop a theoretical and a practical understanding of high through put and high content screening technologies that are used to generate large data sets for analysis.  The students also learn to apply bioinformatic and cheminformatic tools to such large data sets.  This semester equips the students to develop and test a novel hypothesis through independent research that is completed in the third semester. 
 

In the third semester students work independently but with the guidance of an academic or industry-based thesis supervisor on a cheminformatics research project. 
 

The course involves lectures, laboratory-based training, self-directed learning and a three month independent research project. Competence is assessed through a mixture of written examinations, computer-based examinations, course work (including verbal presentations and poster presentations) and a research thesis.

Year 1 (90 Credits)

• Required PM208: Fundamental Concepts in Pharmacology - 5 Credits - Semester 1
• Required PM311: Introduction to Toxicology - 5 Credits - Semester 1
• Required MA5108: Statistical Computing with R - 5 Credits - Semester 1
• Required PM5108: Applied Toxicology - 5 Credits - Semester 1
• Required MA5114: Programming for Biology - 5 Credits - Semester 1
• Required CH5106: Computational Approaches to Drug Design and Biomolecular Structure - 5 Credits - Semester 1
• Required PM5114: Screening Molecular Libraries - 5 Credits - Semester 2
• Required MA5118: Advanced Chemoinformatics - 5 Credits - Semester 2
• Required PM5112: Research Project in Toxicology - 30 Credits - Semester 2
• Required MA324: Introduction to Bioinformatics (Honours) - 5 Credits - Semester 2
• Required PM5111: Advanced Toxicology - 5 Credits - Semester 2
• Required PM5110: Current Topics in Toxicology - 10 Credits - Semester 2

Primary degree: A 2.2 degree or higher (or equivalent) in Chemistry, Pharmacology, Biochemistry or a related discipline.
 

Language skills: An IELTS score of 6.5 or greater in all categories is required.

Fees: EU

€8,890 p.a. (including levy) 2024/25

Fees: Tuition

€8,750 p.a. 2024/25

Fees: Student levy

€140 p.a. 2024/25

Fees: Non EU

€23,000 p.a. (€23,140 including levy) 2024/25

Career Opportunities

It costs approximately $1bn and 10–20 years to get a drug from conception to market. While many candidate molecules enter the drug development pipeline, most will fail to become drugs, mainly due to unexpected toxicity. The failure to identify toxicity early in the development process costs the pharmaceutical industry billions of dollars in either failed clinical trials or in withdrawing drugs from the market. At the same time national and trans-national regulatory bodies work to identify the toxicity of chemicals used in food-stuffs, consumer products, industry and agriculture with the aim of building a chemically safe society. Consequently the global ADME toxicology testing market, which aims to identify potential toxicity is projected to surpass $16.2 billion by 2024. In an era when Pharma investment in research and development is falling, scientists to develop and use computational tools that better predict toxicity are at a premium. The value of these skills is further enhanced by the scarcity of training programmes to produce toxicologists with the appropriate computational skills. 
 

Graduates from the course will be employed in the Pharmaceutical industry, the Cosmetics Industry, National and EU Regulatory bodies, Toxicology Consultancies and academia.