How Do Chemometric Techniques Enhance Toxicological Studies?
Chemometric techniques enhance toxicological studies by allowing researchers to uncover patterns and correlations within large datasets. For instance, PCA can reduce the dimensionality of data, making it easier to identify potential biomarkers of toxicity. PLS regression is useful for modeling the relationship between chemical exposure and biological response, helping to predict toxicity outcomes. These techniques enable a more comprehensive understanding of the data, facilitating risk assessment and decision-making processes.
