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[Preprint]. 2024 Jun 30:2024.06.28.601071. [Version 1] doi: 10.1101/2024.06.28.601071
REAGENT or RESOURCE SOURCE IDENTIFIER
Chemicals
mTeSR1 Medium STEMCELL Technologies Cat# 85850
mTeSR1 Medium Without Phenol Red STEMCELL Technologies Cat# 05876
Penicillin-Streptomycin Thermo Fisher Scientific Cat# 15070063
Matrigel Growth Factor Reduced (GFR) Basement Membrane Matrix, Phenol Red-free, LDEV-free Corning Cat# 356231
DMEM/F12 (1:1) 1X Thermo Fischer Scientific Cat# 11039021
Gibco DPBS (1X) Thermo Fischer Scientific Cat# 14190
Gibco StemPro Accutase Cell Dissociation Reagent Thermo Fischer Scientific Cat# A1110501
Y-27632 ROCK inhibitor STEMCELL Technologies Cat# 72308
Importazole Sigma-Aldrich Cat# 401105
Aphidicolin Sigma-Aldrich Cat# 178273
Puromycin ThermoFisher Cat# A1113803
Rapamycin Selleckchem Cat# S1039
2-aminopurine Sigma Aldrich Cat# A3509
Click-iT EdU Pacific Blue Flow Cytometry Assay Kit ThermoFisher Scientific Cat# C10418
Paraformaldehyde Electron Microscopy Sciences Cat# 15710
DNA dye, Spy650 Spirochrome Cat# SC501
Antibodies
Mouse-anti-PCNA Cell Signaling Cat# 2586S
Goat anti-mouse AlexaFluor 568 ThermoFisher Scientific Cat# A-11031
Experimental models: Cell lines
Human induced pluripotent stem cell: AICS-0013 cl 210, lamin B1 Available through Coriell RRID: CVCL_IR32
Human induced pluripotent stem cell: AICS-0088 cl 83, proliferating cell nuclear antigen Available through Coriell RRID: CVCL_A8RT
Deposited data
WTC-11 hiPSC FOV-nuclei timelapse dataset V1 This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_fov_nuclei_timelapse_dataset/
hiPSC FOV-nuclei timelapse data for pretraining Vision Transformer This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_fov_nuclei_timelapse_dataset/hipsc_fov_nuclei_timelapse_data_for_pretraining_vision_transformer/
hiPSC FOV-nuclei timelapse data used for analysis This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_fov_nuclei_timelapse_dataset/hipsc_fov_nuclei_timelapse_data_used_for_analysis
Baseline colonies FOV timelapse dataset This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_fov_nuclei_timelapse_dataset/hipsc_fov_nuclei_timelapse_data_used_for_analysis/baseline_colonies_fov_timelapse_dataset/
DNA replication inhibitor FOV timelapse dataset This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_fov_nuclei_timelapse_dataset/hipsc_fov_nuclei_timelapse_data_used_for_analysis/dna_replication_inhibitor_fov_timelapse_dataset/
Nuclear import inhibitor FOV timelapse dataset This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_fov_nuclei_timelapse_dataset/hipsc_fov_nuclei_timelapse_data_used_for_anaysis/nuclear_import_inhibitor_fov_timelapse_dataset/
Feeding control FOV timelapse dataset: This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_fov_nuclei_timelapse_dataset/hipsc_fov_nuclei_timelapse_data_used_for_analysis/feeding_control_fov_timelapse_dataset/
Fixed control FOV timelapse dataset This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_fov_nuclei_timelapse_dataset/hipsc_fov_nuclei_timelapse_data_used_for_analysis/fixed_control_fov_timelapse_dataset/
PCNA + DNA dye FOV timelapse dataset This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_fov_nuclei_timelapse_data_used_for_analysis/ysis/pcna_dna_dye_fov_timelapse_dataset/
hiPSC single-nuclei timelapse analysis datasets This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_single_nuclei_timelapse_analysis_datasets/
hiPSC nuclei image datasets for training deep-learning models This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_nuclei_image_datasets_for_training_deep_learning_models/
Segmentation decoder training FOV dataset This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_nuclei_image_datasets_for_training_deep_learning_models/segmentation_decoder_training_fov_dataset/
Interphase detector single-nuclei image dataset This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/hipsc_nuclei_image_datasets_for_training_deep_learning_models/interphase_detector_single_nuclei_image_dataset/
Timelapse Feature Explorer datasets This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/timelapse_feature_explorer_datasets/
Software and algorithms
Zen 2.3, 2.6 software (blue edition) ZEISS
Original/source data for figures in the paper This paper https://github.com/AllenCell/nuc-morph-analysis
The Vision Transformers are implemented using CytoDL, a Python package that we developed for configurable 2D and 3D image-to-image deep learning transformations and representation learning N/A https://github.com/AllenCellModeling/cyto-dl
Code to perform nuclear instance segmentation, formation and breakdown classification, and extraction of quantitative shape features This paper https://github.com/AllenCell/morflowgenesis
Configuration files to execute image processing workflows This paper https://open.quiltdata.com/b/allencell/tree/aics/nuc-morph-dataset/supplemental_files/
Code used to track single nuclei over timelapse movie This paper https://github.com/AllenCell/aics-timelapse-tracking
Code used to perform morphing, compute Shape Modes Viana et al., 2023 https://github.com/AllenCell/cvapipe_analysis
Code for custom Paraview plugin used to support manual curation of nuclear trajectories This paper https://github.com/AllenCell/aics-track-curator
Code used to prepare data for the Timelapse Feature Explorer This paper https://github.com/allen-cell-animated/colorizer-data
Code used to create the Timelapse Feature Explorer This paper https://github.com/allen-cell-animated/nucmorph-colorizer.
Timelapse Feature Explorer This paper https://timelapse.allencell.org.
Paraview Ayachit 2015 https://www.paraview.org/
AGAVE Toloudis 2024 https://allencell.org/pathtrace-rendering.html.
Source code for volume viewer front end web application N/A https://github.com/allen-cell-animated/website-3d-cell-viewer
Volume viewer volume loading and rendering component N/A https://github.com/allen-cell-animated/volume-viewer
Volume viewer N/A https://volumeviewer.allencell.org
Other
Falcon 60 mm TC-treated Cell Culture Dish Corning Cat# 353002
Falcon 6-well Clear Flat Bottom TC-treated Multiwell Cell Culture Plate Corning Cat# 353046
96-well glass bottom plate with high performance #1.5 grade cover glass Cellvis Cat# P96-1.5H-N
24-well glass bottom plate with high performance #1.5 grade cover glass Cellvis Cat# P24-1.5H-N