AIMC Topic: Cell Differentiation
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Non-genetic neuromodulation with graphene optoelectronic actuators for disease models, stem cell maturation, and biohybrid robotics.
Nature communications
Aug 20, 2025
Light can serve as a tunable trigger for neurobioengineering technologies, enabling probing, control, and enhancement of brain function with unmatched spatiotemporal precision. Yet, these technologies often require genetic or structural alterations o...
Deep manifold learning reveals hidden developmental dynamics of a human embryo model.
Science advances
Aug 6, 2025
In this study, postimplantation human epiblast and amnion development are modeled using a stem cell-based embryoid system. A dataset of 3697 fluorescent images, along with tissue, cavity, and cell masks, is generated from experimental data. A computa...
Integrative transcriptomic analysis reveals oligodendrocyte lineage switching in multiple sclerosis.
Life science alliance
Aug 4, 2025
Multiple sclerosis (MS) is a chronic disease of the central nervous system. The occurrence of MS is a phased process while its cause is still unclear. Here, by combining white matter single-nucleus transcriptomic datasets from MS and control samples,...
Prediction of the hypothalamus-pituitary organoid formation using machine learning.
Cell reports methods
Aug 4, 2025
Multi-cellular organoids are self-assembly aggregates that mimic biological functions and developmental processes of many tissue types in vitro. They are widely employed for disease modeling and functional studies. Hypothalamus-pituitary organoids ca...
Early and non-destructive prediction of the differentiation efficiency of human induced pluripotent stem cells using imaging and machine learning.
Scientific reports
Jul 23, 2025
The reproducibility and robustness of many directed differentiation protocols from human induced pluripotent stem cells (hiPSCs) remain low, and the long differentiation induction period significantly limits protocol optimization. To address this, we...
Discovering novel type I collagen fragments from Cyprinus carpio supporting bone regeneration.
Functional & integrative genomics
Jul 4, 2025
Fish collagen is gaining increasing attention in tissue engineering due to its exceptional bioactivity. This study aimed to isolate functional fish collagen fragments capable of microbial biosynthesis and supporting bone tissue regeneration. Collagen...
Molecular mechanisms of deer antler in promoting osteogenic differentiation of human mesenchymal stem cells via JUN modulation.
Frontiers in immunology
May 29, 2025
BACKGROUND: Traditional Chinese medicine and food deer antler has been extensively used in bone regeneration, but its molecular mechanisms remain poorly understood. Preliminary investigations suggest deer antler contains bioactive compounds that infl...
Induced Pluripotent Stem Cells in Cardiomyopathy: Advancing Disease Modeling, Therapeutic Development, and Regenerative Therapy.
International journal of molecular sciences
May 22, 2025
Cardiomyopathies are a heterogeneous group of heart muscle diseases that can lead to heart failure, arrhythmias, and sudden cardiac death. Traditional animal models and in vitro systems have limitations in replicating the complex pathology of human c...
A method for evaluating the degree of Adipogenic differentiation of porcine cells cultured in suspension based on deep learning.
Food research international (Ottawa, Ont.)
Apr 28, 2025
Fat plays a very important role in the quality of meat and meat products. Cell culture based adipocyte differentiation is a crucial step in the production of cell-cultured meat, traditionally relying on quantitative assessments through fluorescence s...
Intersecting impact of CAG repeat and huntingtin knockout in stem cell-derived cortical neurons.
Neurobiology of disease
Apr 19, 2025
Huntington's Disease (HD) is caused by a CAG repeat expansion in the gene encoding huntingtin (HTT). While normal HTT function appears impacted by the mutation, the specific pathways unique to CAG repeat expansion versus loss of normal function are u...
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