| Literature DB >> 35990743 |
Selene Lickfett1, Carmen Menacho2, Annika Zink2, Narasimha Swamy Telugu3, Mathias Beller4, Sebastian Diecke3, Sidney Cambridge5, Alessandro Prigione6.
Abstract
We present a high-content analysis (HCA) protocol for monitoring the outgrowth capacity of human neurons derived from induced pluripotent stem cells (iPSCs). We describe steps to perform HCA imaging, followed by quantifying the morphology of dendrites and axons within a high-throughput system to evaluate neurons obtained through various differentiation approaches. This protocol can be used to screen for modulators of neuronal morphogenesis or neurotoxicity. The approach can be applied to patient-derived iPSCs to identify patient-specific defects and possible therapeutic strategies. For complete details on the use and execution of this protocol, please refer to Zink et al. (2020) and Inak et al. (2021). The protocol can be used in combination with Zink et al. (2022).Entities:
Keywords: Cell Differentiation; High Throughput Screening; Microscopy; Neuroscience; Stem Cells
Mesh:
Year: 2022 PMID: 35990743 PMCID: PMC9386098 DOI: 10.1016/j.xpro.2022.101567
Source DB: PubMed Journal: STAR Protoc ISSN: 2666-1667
Figure 1Neurons differentiated from human induced pluripotent stem cells (iPSCs)
Upper panel, step-by-step protocol for the NGN2 induction from the engineered iPSC line BIHi005-A-24. Lower panel, exemplary images of the differentiating neurons at different time points. Scale bar: 200 μm.
Figure 2HCA pipeline for neurite quantification
(A) Schematic representation of the individual steps of the HCA protocol with iPSC-derived neurons.
(B) Stepwise exemplary images of the HCA protocol generated by CellProfiler analysis. Scale bar: 50 μm.
(C) Merged color image obtained by HCA microscopy. Scale bar: 50 μm.
(D) Image showing the CellProfiler mask superimposed over the merged grayscale image obtained by HCA microscopy. Scale bar: 50 μm.
Description of each module of the CellProfiler pipeline
| Module | Description |
|---|---|
| IdentifyPrimaryObjects | Identifies the nuclei via Hoechst staining. Determine the typical diameter empirically by testing different image sets. Nuclei touching the border of the image are removed. |
| Threshold | Converts the SMI312 grayscale image into a binary image for masking the nuclei in the next step. |
| MaskObjects | Keeps only those nuclei with at least 20% overlap with the SMI312 staining. This way only neuronal nuclei will remain. This might be necessary for primary cultures with a mixed assortment of cell types. |
| IdentifySecondaryObjects | Identifies axons (+cell body) in the SMI312 image around the previously identified and masked nuclei. |
| IdentifySecondaryObjects | Identify dendrites (+cell body) by using the MAP2 image around the previously identified and masked nuclei. |
| MaskObjects | Both SMI312 and MAP2 stain the cell body next to axons and dendrites, respectively. By masking the SMI312 staining with the MAP2 staining the overlap is considered the cell body. |
| IdentifyTertiaryObjects | Removes the cell body from the ‘axons+cell body’ identified before so that only the axons will remain. |
| IdentifyTertiaryObjects | Removes the cell body from the ‘dendrites+cell body’ identified before so that only the dendrites will remain. |
| MeasureObjectSizeShape | Measures the size and shape of axons and dendrites. |
| ConvertObjectsToImage | The skeleton module requires a binary picture, so this module converts the identified axons to a binary image. |
| ConvertObjectsToImage | The skeleton module requires a binary picture, so this module converts the identified dendrites to a binary image. |
| MeasureObjectSkeleton | Measures the skeletal features (branches, endpoints, trunks) for the axons starting from the cell body. |
| MeasureObjectSkeleton | Measures the skeletal features (branches, endpoints, trunks) for the dendrites starting from the cell body. |
| ExportToSpreadsheet | Exports the data (number of objects, measurements, etc.). |
| REAGENT or RESOURCE | SOURCE | IDENTIFIER |
|---|---|---|
| Anti-Guinea Pig IgG (H+L), highly cross-adsorbed, CF™ 488A antibody produced in donkey (1: 1000) | Sigma-Aldrich | Cat#SAB4600033 |
| Anti-MAP2 polyclonal antibody (guinea pig) (1: 1000) | Synaptic Systems | Cat#188004 |
| Anti-Neurofilament mixture of monoclonal antibodies, SMI312 (mouse) (1:500) | BioLegend | Cat#837904 |
| Goat anti-Mouse IgG (H+L) Highly Cross-Adsorbed Secondary Antibody, Alexa Fluor 568 (1: 1000) | Invitrogen | Cat#A-11031 |
| 16% Paraformaldehyde (PFA) | Thermo Fisher Scientific | Cat#28906 |
| B27 | Gibco | Cat#17504044 |
| BDNF | MACS Miltenyi | Cat#130-096-811 |
| Bovine Serum Albumin | Sigma-Aldrich | Cat#A9647 |
| Cytosin-1-β-D-arabinofuranosid (AraC) | Sigma-Aldrich | Cat#C1768 |
| DMEM/F-12 | Gibco | Cat#31330095 |
| Doxycycline hydrochloride (DOX) | Sigma-Aldrich | Cat#D3072 |
| Geltrex | Gibco | Cat#A1413201 |
| GlutaMAX | Gibco | Cat#35050061 |
| Hoechst 33342 | Invitrogen | Cat#H3570 |
| Laminin | Sigma-Aldrich | Cat#L2020 |
| MycoZap | Lonza | Cat#VZA-2012 |
| Neurobasal | Gibco | Cat#21103-049 |
| NT-3 | Biozol/PeproTech | Cat#450-03 |
| PBS w/o calcium and magnesium | Gibco | Cat#14190144 |
| ROCK inhibitor Y-27632 | Enzy Life Sciences | Cat#ALX-270-333-M005 |
| Sodium Azide | Sigma-Aldrich | Cat#71289 |
| StemPro Accutase | Thermo Fisher Scientific | Cat#A1110501 |
| Triton X-100 | Bio-Rad | Cat#161-0407 |
| CellProfiler pipeline neurite outgrowth | This paper | |
| Human: BIHi005-A-24 cell line | Berlin Institute of Health | N/A |
| CellProfiler 4.2.1. | ||
| 384 well Cell Culture Microplate, PS, F-Bottom, black TC, μCLEAR | Greiner Bio-One | Cat#781091 |
| CytoSmart Cell Counter | Greiner Bio-One | Cat#6749 |
| Operetta® CLS™ | PerkinElmer | Cat#HH16000000 |
Maturation medium for NGN2 neurons
| Reagent | Final concentration | Amount |
|---|---|---|
| Neurobasal medium | n/a | 48.3 mL |
| B-27 | 1 × | 1 mL |
| GlutaMAX | 1 × | 0.5 mL |
| BDNF (10 μg/mL) | 10 ng/mL | 50 μL |
| NT-3 (10 μg/mL) | 10 ng/mL | 50 μL |
| Laminin (10 μg/mL) | 0.2 μg/mL | 10 μL |
| MycoZap | 1 × | 100 μL |
| DOX (3 mg/mL, add directly before use) | 3 μg/mL | n/a |
| AraC (add only from day 6) | 2 μM | 25 μL |
Store at 2°C–8°C for up to 2 weeks. Always add fresh DOX directly before use to the medium.
8% Paraformaldehyde (PFA)
| Reagent | Final concentration | Amount |
|---|---|---|
| 16% PFA | 8% | 10 mL |
| PBS w/o calcium and magnesium | n/a | 10 mL |
Store at 2°C–8°C for up to 1 week or at −20°C for several months.
Blocking solution for immunofluorescence staining
| Reagent | Final concentration | Amount |
|---|---|---|
| Bovine Serum Albumin 10% (w/v) | 3% | 9 mL |
| Triton-x-100 | 0.5% | 150 μL |
| PBS w/o calcium and magnesium | n/a | 21 mL |
Store at −20°C for several months.