A modified and weighted Gower distance-based clustering analysis for mixed type data: a simulation and empirical analyses.

Background: Traditional clustering techniques are typically restricted to either continuous or categorical variables. However, most real-world clinical data are mixed type. This study aims to introduce a clustering technique specifically designed for datasets containing both continuous and categorical variables to offer better clustering compatibility, adaptability, and interpretability than other mixed type techniques.

An International Research Agenda for Oral Health Birth Cohort Studies.

The GLOBICS-Global Consortium of Oral Health Birth Cohort Studies (OHBCS)-is a long-lasting international collaborative research group among existing OHBCS, established in response to the Lancet Series on Oral Health, which pointed out the need to shift the global oral health agenda. This study aimed to identify priority research questions from OHBCS that can be leveraged to improve children's global oral health. A 2-phase online Delphi process sought consensus over research priorities for OHBCS.

High-fat diet during lactation, as opposed to during adolescence or gestation, programs cardiometabolic and autonomic dysfunctions in adult offspring.

The Developmental Origins of Health and Disease (DOHaD) concept has been established for three decades. Many studies have shown that, besides pregnancy, other plastic phases (mainly preconception, lactation, and infancy-adolescence) are also sensitive to environmental changes, including nutritional conditions, that can program health or disease later in life. This study compared the susceptibility of the gestation, lactation and adolescence to a high-fat diet (HFD) intervention to program rats into autonomic nervous system imbalance and cardiometabolic dysfunction in adulthood.