Explainable variational autoencoder (E-VAE) model using genome-wide SNPs to predict dementia

Tile by tile: capturing the evolutionary mosaic of human conditions

The collection of Homo sapiens anatomical hallmarks hypothesized to support the 'human condition' did not appear at one specific time and place, but gradually, creating a reticulate evolutionary trajectory. The recent reconstruction of migration patterns and gene flows across different hominin species and populations draws a mosaic that we contend can be illuminated by genomic comparisons and specific experiments. Here, we first review key discoveries that could allow this experimental endeavor by describing recent advances in a variety of fields, stressing the importance of charting the current human neurodiversity as an interpretive substrate for evolutionary changes. Then, we identify key cellular and molecular observables. Finally, given the vast amount of possible variants, we focus the discussion on technologies that could allow their interrogation in a way that is compatible with the staggering amount of contemporary genomic and phenotypic characterization.