Transcriptomic analysis for identifying the major components in gene regulation of interest:
- Classical transcriptomic analysis:
Sequence data preprocessing, quality control, differential express gene analysis, GO enrichment analysis, pathway enrichment analysis. Ortholog analysis for cross-species by integrating the experimental data of genomic variants.
- AI modelling:
Simulations with AI models with different complexities for discovering patterns of the features and the target variable of interest, and identifying the key combination of components for bioproduction optimisation.
Simulation with public datasets for pre-test run evaluations:
- Data mining, labelling and curation of datasets: Using public data resources for AI modelling and transfer learning.
What you will get