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Stochastic cell fate specification, in which a cell chooses between two or more fates with a set probability, diversifies cell subtypes in development. Although this is a vital process across species, a common mechanism for these cell fate decisions remains elusive. This review examines two well-characterized stochastic cell fate decisions to identify commonalities between their developmental programmes. In the fly eye, two subtypes of R7 photoreceptors are specified by the stochastic ON/OFF expression of a transcription factor, . In the mouse olfactory system, olfactory sensory neurons (OSNs) randomly select to express one copy of an olfactory receptor (OR) gene out of a pool of 2800 alleles. Despite the differences in these sensory systems, both stochastic fate choices rely on the dynamic interplay between transcriptional priming, chromatin regulation and terminal gene expression. The coupling of transcription and chromatin modifications primes gene loci in undifferentiated neurons, enabling later expression during terminal differentiation. Here, we compare these mechanisms, examine broader implications for gene regulation during development and posit key challenges moving forward. This article is part of a discussion meeting issue 'Causes and consequences of stochastic processes in development and disease'.
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http://dx.doi.org/10.1098/rstb.2023.0046 | DOI Listing |
Adv Mater
September 2025
State Key Laboratory of Crystal Materials, Shandong University, Jinan, 250100, P. R. China.
Regulating the differentiation of implanted stem cells into neurons is crucial for stem cell therapy of traumatic brain injury (TBI). However, due to the migratory nature of implanted stem cells, precise and targeted regulation of their fate remains challenging. Here, neural stem cells (NSCs) are bio-orthogonally engineered with hyaluronic acid methacryloyl (HAMA) microsatellites capable of sustained release of differentiation modulators for targeted regulation of their neuronal differentiation and advanced TBI repair.
View Article and Find Full Text PDFBlood Neoplasia
November 2025
Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX.
Chronic myelomonocytic leukemia (CMML) is an aggressive hematologic neoplasm characterized by an expansion of CD123 monocytes and plasmacytoid dendritic cells (pDCs). pDC bone marrow clusters in CMML have been associated with higher rates of acute myeloid leukemia transformation. We evaluated tagraxofusp, a CD123-targeted therapy, in a phase 1/2 trial for patients with CMML.
View Article and Find Full Text PDFBiosaf Health
August 2025
Faculty of Innovation Engineering, Macau University of Science and Technology, 999078, Macao Special Administrative Region of China.
Understanding human-virus protein-protein interactions is critical for studying molecular mechanisms driving viral infection, immune evasion, and propagation, thereby informing strategies for public health. Here, we introduce a novel multimodal deep learning framework that integrates high-confidence experimental datasets to systematically predict putative interactions between human and viral proteins. Our approach incorporates two complementary tasks: binary classification for interaction prediction and conditional sequence generation to identify interacting protein partners.
View Article and Find Full Text PDFBiochem Biophys Rep
December 2025
Guangdong Ecological Meteorological Centre, Guangzhou, 510640, China.
The protogynous orange-spotted grouper (), a sequentially hermaphroditic teleost, relies on dynamic regulation of germ cell development and sex reversal mechanisms to achieve reproductive plasticity. The gene family, pivotal for germ cell development and transposon silencing across metazoans, remains poorly characterized in hermaphroditic species. Here, we investigate , a homologue in the orange-spotted grouper (.
View Article and Find Full Text PDFMol Ther Methods Clin Dev
September 2025
UMR 1098 RIGHT INSERM/Etablissement Français du Sang Bourgogne Franche-Comté/Université Marie et Louis Pasteur, 25000 Besançon, France.
Despite the clinical success of redirected T cells in the setting of cancer adoptive cell immunotherapy, patients may exhibit resistance to treatment, resulting in uncontrolled disease and relapses. This phenomenon partly relies on impaired -produced T cell metabolic fitness, including a decreased respiratory reserve, as well as a greater sensitivity to tumor-mediated metabolic stress. To improve the respiratory capacity of cultured T cells, we sought to target the nicotinamide adenine dinucleotide/sirtuine-1/reactive oxygen species (ROS) axis through supplementation of culture medium with resveratrol.
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