Abstract: The present disclosure provides automated methods and systems for implementing an aging analysis pipeline involving the training and deployment of a predictive model for predicting cellular ages of cells. Such a predictive model distinguishes between morphological cellular phenotypes e.g., morphological cellular phenotypes elucidated using Cell Paint, exhibited by cells of different ages. The predictive model is further useful for developing new cellular aging assays that include biomarkers that heavily contribute towards predictions of the predictive model. Furthermore, the predictive model is useful for screening drug candidates for their ability to alter or suppress age related phenotypes.

Abstract: Disclosed herein are methods and compositions for identifying transcriptional and epigenetic age-related markers. Disclosed herein are also methods and compositions for reprogramming cell age by modulating transcriptional and epigenetic age-related markers identified herein. The identified transcriptional and epigenetic age-related markers can also be used for measuring cellular age in a cell or tissue.

Abstract: Disclosed herein are methods and compositions for identifying transcriptional and epigenetic age-related markers. Disclosed herein are also methods and compositions for reprogramming cell age by modulating transcriptional and epigenetic age-related markers identified herein. The identified transcriptional and epigenetic age-related markers can also be used for measuring cellular age in a cell or tissue.

Abstract: Provided are age-modified cells and method for making age modified cells by reducing or increasing the level of genomic nucleic acid methylation in the cells. The aging and/or maturation process can be accelerated or reduced and controlled for young, aged, mature and/or immature cells, such as a somatic cell, a stem cell, a stem cell-derived somatic cell, including an induced pluripotent stem cell-derived cell, by reducing or increasing the level of genomic nucleic acid methylation in the cells. Methods described by the present disclosure can produce age-appropriate cells from a somatic cell or a stem cell, such as an old cell, young cell, immature cell, and/or a mature cell. Such age-modified cells constitute model systems for the study of late-onset diseases and/or disorders.