Full text 2025

A novel paradigm for single-cell annotation in stem cell research

Atkeson T, Wilson SB, Ruiz-Morales ER, et al.

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Abstract

Stem cell-derived models are a powerful tool for studying biology and are increasingly paving the way for cell-based therapies. However, understanding precisely which cell types are present and how closely they recapitulate in vivo cells remains challenging. Single-cell genomics, coupled with annotation methods, provides a framework for evaluating the congruence of stem cells with in vivo biology. Here, we explore approaches to cell annotation and discuss the challenges of implementing these methods in stem cell-derived models. We provide recommendations for the application of these methods, as well as our vision for the future of stem cell annotation using cell manifolds.

Keywords

Single cell AI Hpscs Cell Annotation Cellular Genomics