Data from: Cell type-specific dysregulation of gene expression due to Chd8 haploinsufficiency during mouse cortical development
Data files
Sep 20, 2025 version files 2.28 GB
-
Paired_WT_Het_CHD8_IHC.tar.gz
102.26 MB
-
README.md
5.35 KB
-
Western_blots.tar.gz
10.77 MB
-
WT_CHD8_IHC_quantified_images.tar.gz
1.33 GB
-
WT_IHC_images.tar.gz
833.53 MB
Abstract
Disruptive variants in the chromodomain helicase CHD8, which acts as a transcriptional regulator during neurodevelopment, are strongly associated with risk for autism spectrum disorder (ASD). CHD8 haploinsufficiency is hypothesized to contribute to ASD by perturbing neurodevelopmental gene expression. However, insight into the cell-type-specific transcriptional effects of CHD8 haploinsufficiency remains limited. We utilized single-cell and single-nucleus RNA sequencing to globally profile gene expression and identify dysregulated genes in the embryonic and juvenile wild-type and Chd8+/− mouse cortex, respectively. Chd8 and other ASD risk-associated genes showed a convergent expression trajectory that was largely conserved between the mouse and human developing cortex, increasing from the progenitor zones to the cortical plate. Genes associated with risk for neurodevelopmental disorders and genes involved in neuron projection development, chromatin remodeling, signaling, and migration were dysregulated in Chd8+/− embryonic day (E) 12.5 radial glia. Genes implicated in synaptic organization and activity were dysregulated in Chd8+/− postnatal day (P) 25 deep- and upper-layer excitatory cortical neurons, suggesting a delay in synaptic maturation or impaired synaptogenesis. Our findings reveal a complex pattern of transcriptional dysregulation in the Chd8+/− developing cortex, potentially with distinct biological impacts on progenitors and maturing neurons in the excitatory neuronal lineage.
https://doi.org/10.5061/dryad.3bk3j9kxv
Description of the data and file structure
These files contain the raw Western blot and immunohistochemistry (IHC) image data used for figure generation and CHD8 quantification in the embryonic wild type and Chd8+/- mouse cortex, as described in Yim et al. Cell Genomics 2025.
For the IHC data, raw ZVI image files and exported image files of the merged and individual channels are included, organized by time point: E12.5, E14.5, E16.0, and E17.5. Image file names include the litter ID (C#-#), embryo ID (P#), slide number (S#), and image ID information. For images of individual channels, file names include the immunostained protein or nuclear stain in that channel (e.g., _CHD8, _Hoechst).
Files and their structure
Western_blots.tar.gz
Description: Western blot images used for CHD8 and actin quantification in the embryonic day (E) 16.0 cortex alongside quantification report PDFs output from Image Lab v6.1 (Bio-Rad). These files are associated with Figure 1, Figure S1, and Table S1 from Yim et al. 2025. File names indicate the date of signal detection for each Western blot (blot date), and lanes are labeled by sample ID, which includes the genotype and sex of the embryo. Exposure time for signal detection is provided on each image.
File structure: Files are organized into two directories: Full_images/, which contains the raw full Western blot images, an image of the protein ladder for the 06032025 blot (_ladder suffix), and the rotated and white-corrected image file for the 06032025 blot, which was used for quantification (_white-corrected suffix); and Quantification/, which contains the quantification report PDF outputs from the Image Lab software for each Western blot (color inverted).
Abbreviations
- WT: wild type
- Het: Chd8+/-
- F: female
- M: male
Paired_WT_Het_CHD8_IHC.tar.gz
Description: Image data for IHC performed in paired wild type (WT) and Chd8+/- (Het) mouse cortical sections. These images are associated with Figure 1E and Figure S7 from Yim et al. 2025.
File structure: Image files are organized into subdirectories by time point: E12.5/, E14.5/, E16.0/, or E17.5/. Image files from litter-matched pairs of wild type (WT) and Chd8+/- (Het) embryos share the same litter ID (C#-#) in their file name. Genotype information is appended to each image file name.
WT_CHD8_IHC_quantified_images.tar.gz
Description: Image data used for CHD8 quantification from the embryonic wild type (WT) cortex and the table of quantified signal values, corresponding to Table S2 in Yim et al. 2025. These image files are also associated with Figure 1D, Figure S5, and Figure S6 in Yim et al. 2025. The scripts used for signal quantification are available on the Github page for this paper: https://github.com/NoonanLab/Yim_et_al_Chd8.
For all files, CHD8 signal is in the red channel (Cy3.5) and Hoechst 33342 in the blue channel (DAPI). For the following image files in the subdirectories within Full_images/, sections were also immunostained for either TBR1 or calretinin in the green channel (Cy2), specified in parentheticals below:
E14.5/C15-7-P1-S1a-2018-0029.zvi(TBR1)E14.5/C15-7-P1-S1a-2018-0034.zvi(TBR1)E14.5/c15-7-P3-SA-2018-0020.zvi(calretinin)E14.5/c15-7-P3-Sb-2018-0033.zvi(calretinin)E14.5/c15-7-p9-sa-2018-0042.zvi(TBR1)E17.5/c15-3-P4-SA-2018-0004-2.zvi(TBR1)E17.5/c15-3-p6-sb-2018-0019.zvi(calretinin)E17.5/c15-3-p6-sb-2018-0037.zvi(calretinin)
File structure: Image files are organized into two directories: Full_images/, which contains the original ZVI files and exported, uncropped images; and Quantified_columns/, the cropped images spanning the apicobasal cortex that were used as input into the quantification scripts described in the paper. These image files are further divided into four subdirectories based on time point (E12.5/, E14.5/, E16.0/, and E17.5/).
WT_IHC_images.tar.gz
Description: Raw image data for IHC performed in embryonic wild type (WT) mouse cortical sections, corresponding to panels in Figure 1, Figure 3, Figure S3, Figure S4, and Figure S5 in Yim et al. 2025. This file includes data for CHD8, PAX6, POGZ, and TBR1 immunostaining. Embryonic age is indicated in each image file name (E12.5, E14.5, E16.0, or E17.5).
File structure: Image files are organized into directories based on the name of their associated figure: Figure_1D/, Figure_3/, Figure_S3/, and Figure_S4/. Image files in the Figure_1D/ directory also correspond to Figure S5 in Yim et al. 2025.
For the Figure_3/ directory, image file names are appended with the IHC target protein: CHD8, PAX6, POGZ, or TBR1.
For the Figure_S3/ directory, image files are further organized into subdirectories based on their associated figure panel: Panel_A/ and Panel_B, corresponding to negative controls performed using secondary antibody alone or CHD8 immunostaining by sex, respectively. File names in Panel_B/ are appended with the sex of the imaged wild type embryo.
The following text describes the methods sections associated with the data in this Dryad submission. For details regarding the generation of the Chd8+/-* *line or our transcriptomics data and analyses, please refer to the manuscript, the associated GitHub page, or the GEO submissions for these datasets.
Animal breeding and tissue preparation for immunohistochemistry (IHC), imaging, and signal quantification
Embryos were collected from timed pregnancies at E12.5, E14.5, E16.0, and E17.5 (E0.5 = vaginal plug date). Embryonic brains were dissected, immersion-fixed in 4% paraformaldehyde for 18-24 hours, and cryoprotected sequentially in 15% and 30% sucrose solution for 24 hours and 48-72 hours, respectively. The brains were frozen in Tissue-Tek OCT Compound (Electron Microscopy Sciences, #62550) on a dry ice-ethanol slurry, stored at -80°C, and cryosectioned into 30μm coronal or sagittal sections (Leica Biosystems, CM3050 S). For IHC, sections were hydrated in PBS, permeabilized in 0.3% Triton X-100 in PBS, and blocked in normal donkey serum (NDS; PBS with 5% NDS and 0.3% Triton X-100) for 15 minutes each. Sections were then incubated in primary antibody solution (PBS with 5%-7.5% NDS and 0.3% Triton X-100) in a humid chamber at room temperature for 23 hours. Following three 10-minute washes with PBS, sections were incubated with one of two Cy3 fluorophore-conjugated secondary antibodies raised in donkey hosts (Jackson ImmunoResearch; anti-rabbit: #711-165-152; anti-chicken: #703-165-155; 1:300) and Hoechst 33342 (ThermoFisher Scientific; 1:300) at room temperature, then washed with PBS (3 x 10 minutes). Sections were mounted with ProLong Gold Antifade Mountant (ThermoFisher Scientific, P10144). The following primary antibodies were used: CHD8 C-terminus (Abcam, ab84527, rabbit, 1:1,000 for E12.5, E14.5, E16.0; 1:600-1:750 for E17.5), POGZ (Abcam, ab167408, rabbit, 1:750), TBR1 (EMD Millipore, AB2261, chicken, 1:500-1:750), and PAX6 (EMD Millipore, AB2237, rabbit, 1:750). Immunostained specimens were imaged on a Carl Zeiss AxioCam MRm coupled to an Axioimager Z2 epifluorescence microscope equipped with the ApoTome2 imaging system (Carl Zeiss Microimaging). Image processing was performed using Carl Zeiss Axiovision and Carl Zeiss ZEN LE software to exclude 2% of black pixels and 0.01% of white pixels for each channel (default settings for the “Best Fit” feature in ZEN LE). For images with bright non-cellular artifacts, such as secondary antibody aggregates, 0.025% of white pixels were excluded for that channel.
For quantification of CHD8 and Hoechst signal across wild-type embryonic cortical development, we performed immunohistochemistry for CHD8 on 34 WT mice of both sexes (E12.5: n=9; E14.5: n=9; E16.0: n=6; E17.5: n=10; Fig. 1D & Table S2). For each animal, we obtained two coronal section images of the frontal cortex. All images were processed using the ZEN LE software to exclude 0.1% of pixels (“Best Fit” feature). From each image, we cropped three non-overlapping rectangular strips covering the entire cortical diameter in length at medial, lateral, and intermediate positions (width: 100 mm for E12.5-E16.0, 50 mm for E17.5). All strips were scaled to the same height (1000 pixels) and divided into 10 equal bins (Fig. 1D). Quantification of the signal was performed by a custom-written, unbiased algorithm measuring the overlap of the two channels. Within each bin, the signal of the red channel (CHD8) was normalized against that of the blue channel (Hoechst 33342) and plotted using GraphPad Prism version 8 for OS X (GraphPad Software, San Diego, CA, USA; Table S2).
Western blotting
Tissue extracts were obtained by lysing E16.0 mouse cortical samples in radioimmunoprecipitation assay (RIPA) buffer supplemented with a protease inhibitor solution (cOmplete, EDTA-free Protease Inhibitor Cocktail; Roche, #11873580001) and 100mM PMSF by rotation at 4°C for 2 hours followed by sonication at amplitude 20 for 4 minutes with alternating 10 second pulses and 10 second rests, performed at 4°C. The lysates were then cleared by centrifugation at 16,000 x g, and the total protein concentration was determined with the Pierce BCA Protein Assay Kit (ThermoFisher Scientific, #23225). Lysates were mixed with Laemmli sample buffer, and equal amounts of protein samples were resolved on a 7.5% SDS-PAGE gel (7.5% Mini-PROTEAN TGX Precast Protein Gels, 10-well; Bio-Rad, #4561023). The proteins were transferred onto a PVDF or nitrocellulose membrane and blocked in 5% nonfat dry milk (NFDM) in TBS with 0.1% Tween-20 (TBS-T). For each primary antibody, the membrane was incubated overnight at 4°C, washed with TBS-T after each primary antibody incubation, and incubated with secondary antibodies conjugated to horseradish peroxidase for one hour at room temperature.
Primary antibodies used for immunodetection included anti-CHD8 (Abcam, ab114126, rabbit), diluted 1:1,000 in TBS-T with 5% BSA, and anti-actin (Abcam, ab8226, mouse or Santa Cruz, sc-47778, mouse), diluted 1:1,000 (Abcam) or 1:2,000 (Santa Cruz) in TBS-T with 5% NFDM. Horseradish peroxidase-conjugated secondary antibodies used included donkey anti-rabbit secondary antibody (Cytiva, NA934) and sheep anti-mouse secondary antibody (Cytiva, NA931), both diluted 1:10,000 in TBS-T with 5% NFDM. Membranes were visualized using SuperSignal West Femto Maximum Sensitivity Substrate (ThermoFisher Scientific, #34096). Western blot quantification was performed on the scanned films or images based on densitometry measured in Image Lab v6.1 (Bio-Rad). For CHD8, only the ~290KDa band corresponding to wild-type CHD8 was quantified. Actin was used as a loading control and for by-replicate normalization. Statistical significance was then determined by one-tailed Welch’s t-test, performed on the actin-normalized CHD8 signal (Fig. 1C, Table S1). For sex- and blot-matched wild type and Chd8+/– comparisons, these actin-normalized CHD8 signal values were then divided by the actin-normalized CHD8 signal in the corresponding sex- and film-matched wild type control (Table S1).
