A set of ImageJ plugins to quantify dynamics, morphology, and fluorescence of microglial cells.
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Updated
Jul 31, 2024 - Java
A set of ImageJ plugins to quantify dynamics, morphology, and fluorescence of microglial cells.
Amyotrophic Lateral Sclerosis (ALS) is a fatal neurodegenerative disease of the adult, characterized by degeneration of motor neurons in the spinal cord, brain stem and motor cortex. There is no bio-informatic model of ALS.
Pipeline for analyzing microglial fine process motility from 4D/5D multi-photon imaging data
Sholl analysis pipeline for microglial branching, with patch-wise CLAHE preprocessing
Cross-species validation of AD microglial signatures using SEA-AD human brain single-cell data
ImageJ macro for morphological analysis
Socs3/Spp1 Project on Microglia in OIR | Ye Sun Lab Collaboration Project | Boston Children's Hospital
Scripts to segment microglia images and generate reports
Modular DESeq2 downstream pipeline — tximport, outlier detection, VST, PCA, volcano plots | Applied to APP/PS1 microglial bulk RNA-seq (BWH) | R
snRNA+snATAC multiome of AD DLPFC microglia — chromVAR motif analysis, WNN integration, peak-to-gene linkage, Monocle3 trajectory | Signac · Seurat · R
Effect of APOE alleles on the glial transcriptome in normal aging and Alzheimer’s disease.
Triple single cell analysis of microglia cell types for studying PIEZO1 alterations in Alzheimer patients
Mathematical modelling of microglial cells for the neuroscience community
gHH: Generalised Hodgkin–Huxley Model
IGFBPL1 Retinal Microglia Project | Dong Feng Chen Lab collaboration | Schepens Eye Research Institute, Mass General Hospital, Harvard Medical School
Injury meets inheritance
Thymus-derived myeloid education signatures (MES): single-cell + spatial transcriptomics pipeline mapping thymic immune programs to microglial tolerance positioning under glucocorticoid stress.
Spatial Statistics and Explainable Deep Learning framework for Cell-Protein Interaction Profiling in Parkinson's disease
In Alzheimer’s disease, abnormal levels of the Aβ protein aggregate together to form Aβ plaques. The response to plaques by microglial cells is characterised by changes in gene expression and an increase in cell density surrounding plaques. This set of semi-automated macros calculates both microglial density and changes in protein expression int…
ImageJ macros to analyse microglial cells in live or fixed tissue (Work-in-progress)
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