Fig 1.
Transcriptomic analysis of ΔNLS-hTDP-43 expressing mice.
(A), Comparison of normalized mean of read counts with log2(fold change) shows no bias for highly expressed genes to be categorized as differentially expressed. 4,321 out of 10,601 genes meeting the minimum read count threshold were found to be significantly differentially expressed in ΔNLS-hTDP-43 expressing mice compared to nontransgenic mice (Benjamini-Hochberg corrected p-value < 0.05, red points). (B), Multidimensional scaling and principal component analysis shows distinct global transcriptomic profiles for ΔNLS-hTDP-43 bigenic (n = 4) and control nontransgenic (n = 4) mice. (C), Pathway analysis of significantly changing genes between bigenic and control mice reveals an upregulation in pathways predominantly involved in nuclear molecular processes and a downregulation in pathways relating to neuronal or glial function. (D), Splicing analysis reveals that only 23 out of 250,620 exons (red dots) are significantly differentially expressed with Benjamini-Hochberg correct p-values of less than 0.05.
Fig 2.
Nuclear and cytosolic fractionation of ΔNLS-hTDP-43 expressing mice.
Subcellular fractionation followed by immunoblot protein analysis reveals a similar level of nuclear total (human and mouse, h+m) TDP-43 levels between bigenic (+/+) and control (+/- or -/-) mice, but an increase in cytosolic TDP-43 levels in the bigenic mice. HSP90 and histone H3 confirms separation of the cytosolic and nuclear fractions, respectively. n = 4 mice per category (4 bigenic, 2 monogenic, 2 non-transgenic).
Fig 3.
Transcriptomic comparison between ΔNLS-hTDP-43 overexpression and TDP-43 ASO knockdown.
(A), Transcriptomic comparison of the 10,345 genes meeting the minimum read count in both experiments shows no correlation between ΔNLS-hTDP expression and TDP-43 ASO knockdown (Pearson r = 0.011). (B), Differential expression analysis reveals that 3,714 out of 11,916 genes meeting the minimum read count threshold were significantly differentially expressed (Benjamini-Hochberg corrected p-value < 0.05, red points) upon ASO knockdown, with no bias of read counts on significance. (C), Multidimensional scaling and principal component analysis shows distinct global transcriptomic profiles for TDP-43 ASO knockdown (n = 4) and control ASO (n = 4) mice. (D), Comparison of genes meeting the minimum read counts in both experiments shows that although the majority of genes are present in both experiments, those that are significantly differentially expressed show very little overlap between ΔNLS-hTDP expression and TDP-43 ASO knockdown. (E), Splicing analysis shows that 1,029 out of 250,620 exons are differentially expressed upon ASO-mediated TDP-43 knockdown. (F), Pathway analysis suggests that most of the transcriptomic effects due to ASO knockdown are associated with the wound response and neuronal death.
Fig 4.
Histone transcript dysregulation in ΔNLS-hTDP-43 mice.
(A), Comparison of multimapped read fold change in canonical and variant histones shows a significant upregulation in canonical histones (fold change = 2.12, 2-sided t-test p = 0.046) and significant but slight downregulation in variant histones (fold change = 0.841, 2-sided t-test p = 0.017) in transgenic vs nontransgenic mice. (B), Analysis of log2(fold changes) of genes involved in histone 3’ UTR processing reveal an enrichment of significantly changing genes. (C), Analysis of TDP-43 CLIP binding on genes involved in histone 3’ UTR processing shows enrichment for CLIP binding. (D), RT-qPCR validation of histone 3’ UTR processing genes and canonical histones with an oligo-dT selection for polyadenylated RNA confirms the upregulation in aberrantly polyadenylated histone genes in the ΔNLS-TDP-43-expressing mice. (E), Similar RT-qPCR validation with random hexamer priming shows that non-polyadenylated canonical histones are not significantly upregulated in the bigenic mice. (F), Comparison of RNA-seq and RT-PCR analysis validates RNA-seq results, except for histone transcripts (white filled symbols) which revealed distinct results when priming with random hexamers versus oligo-dT’s. *p < 0.05, **p < 0.01, *** p < 0.001, **** p < 0.0001.
Table 1.
List of genes involved in histone 3’ UTR processing.
Table 2.
qPCR validation results for control validation groups.
Off-dox refers to mice fed a doxycycline-containing diet until 28 days of age followed by 10 days off doxycycline before sacrifice, while on-dox refers to mice fed a doxycycline-containing diet until sacrifice (n = 4 to 5 per group). Values shown as mean ± SE. In top two rows (Hist1h3, Hist1h4), values are ratios of oligo-dT:random hexamer-primed expression, and in remaining rows, values are random hexamer-primed expression values normalized to housekeeping genes.
Fig 5.
Altered nuclear morphology associated with cytoplasmic TDP-43 protein.
(A) Cresyl violet staining of bigenic mice brain sections reveals abnormal nucleolar and chromatin structure and nucleomegaly affecting hippocampal pyramidal (CA1) neurons, olfactory bulb granular neurons, and neocortical neurons. Cerebellar granular and Purkinje neurons, where the transgene is not expressed, show no nuclear morphologic change. (B) Representative confocal immunofluorescence image of human hippocampal dentate gyrus neuronal nuclei stained with DAPI (blue) with and without TDP-43 inclusions (red). (C) Quantification of average cross sectional nuclear area of neurons without TDP-43 inclusions (n = 254) and neurons with TDP-43 inclusions (n = 133) from 13 different FTLD-TDP cases. Median value of nuclear area for neurons without TDP-43 inclusions is 57.56 μm2 and is 75.66 μm2 for neurons with TDP-43 inclusions. Paired t-test reveals a significant difference in nuclear size (p < 0.0001).