QSAR-based Experimental Design and Consulting Services

Virtual screening (VS) has emerged as a powerful computational approach in drug discovery for screening large libraries of small molecules to find new hits with desired properties. Among VS methods, quantitative conformational relationship (QSAR) analysis is the most powerful because of its high and fast throughput and good hit rate. QSAR modeling represents a time-, labor- and cost-efficient tool for discovering hit compounds and lead candidates in the early stages of the drug discovery process. Once developed and validated, QSAR models will be used to predict the biological properties of new compounds.

How Can We Help?

Creative BioMart Consulting has extensive hands-on experience and expertise in QSAR experimental design, and can provide a full range of consulting services to assist clients in achieving success in biologic drug development based on their needs. We can help you identify appropriate compounds, bioactivity indicators, data processing techniques, feature selection methods, modeling algorithms, and validation strategies to ensure accurate and reliable QSAR models. We can also provide support in QSAR model development, validation, and application.

Our consulting services include but are not limited to

• QSAR experimental design: We can provide advice and guidance on QSAR experimental design according to your needs and objectives, including aspects such as the selection of appropriate compounds, bioactivity indicators, and data sources.
• Data processing: The reliability and accuracy of QSAR models are closely related to data processing techniques. We can guide you in acquiring and processing compound structure and activity data to ensure data quality and consistency.
• QSAR model development: Based on the compound structure and activity data you provide, we can guide you to develop QSAR models, including different types of QSAR models such as regression, classification, clustering, etc.
• QSAR model validation: In order to evaluate the performance and predictive power of QSAR models, QSAR models need to be validated using reserved datasets or cross-validation methods. We can guide you in selecting the appropriate validation method and evaluating and optimizing the QSAR model.
• QSAR model applications: Once built, QSAR models can be used to predict the biological activity of new compounds and provide a reference for new drug design. We can guide you in the use of QSAR models for prediction and application.

Why Choose Us?

• Extensive QSAR modeling experience and expertise
• More accurate prediction results to help you save time and cost for new drug development
• Customized Services

Creative BioMart Consulting provides comprehensive services based on QSAR consulting, including multiple aspects of QSAR experimental design, data processing, model development, model validation, and model application. We can provide professional advice and guidance to ensure that our clients obtain reliable and accurate QSAR models. QSAR-based experimental design is a very complex and specialized task that requires specialized and relevant background knowledge. If you need consulting services for reliable QSAR experimental design, you can contact us anytime.