| Chemicals |
| mTeSR™1 Medium |
STEMCELL Technologies |
Cat# 85850 |
| mTeSR™1 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 |