Biology subjects

Baker, I.

Publications and source records attributed to Baker, I..

4 recordsLinked to original sources

bioRxiv2026

BCOR mutations establish a persistent culture-adaptive state in human induced pluripotent stem cells

Human induced pluripotent stem cells (hiPSCs) are widely used for disease modelling and regenerative medicine, yet their utility depends on maintaining molecular integrity during long-term culture. BCOR (BCL6 Co-Repressor) mutations are among the most recurrent culture-acquired alterations in hiPSCs, but their functional consequences remain poorly understood. Here, we show that hiPSC BCOR mutations are predominantly truncating indels enriched in exon 7, defining a mutational landscape distinct from that observed in cancer. Multi-omics profiling reveals that BCOR loss drives widespread chromatin, transcriptomic and proteomic remodelling, with coordinated activation of developmental, pluripotency-associated and mitochondrial metabolism programmes. To facilitate routine surveillance, we develop a cost-effective TaqMan qPCR assay that accurately identifies BCOR-mutant hiPSCs across independent cell lines. Finally, we demonstrate that correction of BCOR mutation by CRISPR-Cas9 only partially restores the wildtype molecular state, highlighting the importance of early detection and monitoring of adaptive mutations in hiPSC cultures.

cell biology↗

bioRxiv2025

The chromatin remodeller CHD4 controls both nucleosome integrity and transcription factor binding to promote activity of active regulatory elements and to prevent activation of silent enhancers

Chromatin organisation and transcriptional regulation are tightly coordinated processes that are essential for maintaining cellular identity and function. ATP-dependent chromatin remodelling proteins play critical roles in control of genome structure and in regulating transcription across eukaryotes. Their essential nature, however, has made it difficult to define exactly how these functions are mediated. The chromatin remodeller CHD4 has been shown to be capable of sliding nucleosomes in vitro, and to regulate chromatin accessibility and gene expression in vivo. Using an inducible depletion system, here we identify a second mechanism of action for CHD4 in actively restricting the residence time of transcription factors on chromatin. Together these activities result in distinct, context-dependent outcomes: at highly accessible regulatory elements, CHD4 limits transcription factor binding to maintain regulatory function, while at low-accessibility euchromatic regions, it prevents transcription factor engagement and sustains chromatin compaction, thereby silencing cryptic enhancers. Collectively, these mechanisms enable CHD4 to reduce transcriptional noise while preserving the responsiveness of active regulatory networks.

molecular biology↗

bioRxiv2024

Quantifying social roles in multi-animal videos using subject-aware deep-learning

Analyzing social behaviors is critical for many fields, including neuroscience, psychology, and ecology. While computational tools have been developed to analyze videos containing animals engaging in limited social interactions under specific experimental conditions, automated identification of the social roles of freely moving individuals in a multi-animal group remains unresolved. Here we describe a deep-learning-based system - named LabGym2 - for identifying and quantifying social roles in multi-animal groups. This system uses a subject-aware approach: it evaluates the behavioral state of every individual in a group of two or more animals while factoring in its social and environmental surroundings. We demonstrate the performance of subject-aware deep-learning in different species and assays, from partner preference in freely-moving insects to primate social interactions in the field. Our subject-aware deep learning approach provides a controllable, interpretable, and efficient framework to enable new experimental paradigms and systematic evaluation of interactive behavior in individuals identified within a group.

animal behavior and cognition↗

bioRxiv2017

A Feed-forward Relay between Bicoid and Orthodenticle Regulates the Timing ofEmbryonic Patterning in Drosophila

The K50 homeodomain (K50HD) protein Orthodenticle (Otd) is critical for anterior patterning and brain and eye development in most metazoans. In Drosophila melanogaster, another K50HD protein, Bicoid (Bcd), has evolved to replace Otds ancestral function in embryo patterning. Bcd is distributed as a long-range maternal gradient and activates transcription of a large number of target genes including otd. Otd and Bcd bind similar DNA sequences in vitro, but how their transcriptional activities are integrated to pattern anterior regions of the embryo is unknown. Here we define three major classes of enhancers that are differentially sensitive to binding and transcriptional activation by Bcd and Otd. Class 1 enhancers are initially activated by Bcd, and activation is transferred to Otd via a feed-forward relay (FFR) that involves sequential binding of the two proteins to the same DNA motif. Class 2 enhancers are activated by Bcd, and maintained by an Otd-independent mechanism. Class 3 enhancers are never bound by Bcd, but Otd binds and activates them in a second wave of zygotic transcription. The specific activities of enhancers in each class are mediated by DNA motif variants preferentially bound by Bcd or Otd, and the presence or absence of sites for cofactors that interact with these proteins. Our results define specific patterning roles for Bcd and Otd, and provide mechanisms for coordinating the precise timing of gene expression patterns during embryonic development.

molecular biology↗