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Record W6902405476 · doi:10.6084/m9.figshare.28681862

Additional file 5 of A stress-dependent TDP-43 SUMOylation program preserves neuronal function

2025· dataset· en· W6902405476 on OpenAlexaff

Bibliographic record

VenueFigshare · 2025
Typedataset
Languageen
Field
Topic
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsSUMO proteinHEK 293 cellsWestern blotSodium arseniteBlotArsenitePDZ domainCell culture

Abstract

fetched live from OpenAlex

Supplementary Material 5. Fig. S1: Characterizing stress responsive TDP-43 SUMOylation. (A) Representative immunofluorescent microscopy images of TDP-43 and G3BP1 and western blot from SUMOylation assays testing whether various stressors that cause TDP-43 aggregation induce TDP-43 SUMOylation: NaAsO2 (250 μM), D-Sorbitol (400 mM), NaCl (300 mM), Heat Shock (42 °C) in HEK293T (Immunofluorescence) and HEK293T HA-SUMO2 stable cells (biochemistry). One-Way ANOVA with Fisher’s LSD test. Data presented as mean ± SEM. *p <0.05, **p <0.005, ****p <0.0001. (B) Representative western blot from SUMOylation assays testing the selectivity of SUMO paralogs to SUMOylate TDP-43 in response to 1 hour sodium arsenite (250 μM) in HEK293T cells with transient expression of SUMO paralogs. (C) Representative GFP-Trap SUMOylation assay depicting increased SUMOylation with ALS-causing Q331K mutation in response to 250 µM sodium arsenite stress in HEK293T cells with transient expression of HA-SUMO2. Unpaired T-test. Data presented as mean ± SEM relative to stressed TDP-43-GFP (WT) condition, *p <0.05. (D) Representative images of SUMO2/3 and TDP-43 in the nucleus of mouse cortical neurons (7 DIV) in unstressed and 1 hour sodium arsenite (250 μM) stressed conditions. (E) Representative control imaged from Proximity Ligation Assay (PLA) in mouse primary cortical neurons. Scale bar = 20 μm. (N = 4). (F) Representative western blot and quantification from GFP-Trap SUMOylation assays testing the kinetics of TDP-43 SUMOylation in response to sodium arsenite stress (250 μM) and its relationship to insoluble phosphorylated TDP-43 in HEK293T HA-SUMO2 stable cells. (N = 3). Data presented as mean ± SEM relative to 3-hour stress condition. Linear regression analysis of Relative SUMOylation against time in response to stress. (G) Representative dose-response assay to detect TDP-43 SUMOylation after 1 hour of sodium arsenite stress (1 = 250 μM, 1/2 = 125 μM, 1/4 = 62.5 μM, etc.) in HEK293T HA-SUMO2 stable cells. One-Way ANOVA with Fisher’s LSD test. Data presented as mean ± SEM relative to 250 μM sodium arsenite (1) condition, *p <0.05, **p <0.005, ****p <0.0001. Fig. S2: Analysis of TDP-43 lysine to arginine mutation at K136 and K408. (A) Representative fluorescent microscopy images expressing TDP-43-GFP with K136R and RNA binding deficient (5FL) mutations in HEK293T cells. Scale bar = 10 μm. (B) Predicted alignment error output from AlphaFold3 prediction of TDP-43 structure (residues 1-414) interacting with UG (x6) RNA (residues 415-426). (C) Predicted structure of TDP-43 with annotated domains. Color annotates predicted local difference test (plDDT)j scores. NTD = N-annotated domains. Color annotates predicted local difference test (plDDT)j scores. NTD = N-Terminal Domain; RRM1/RRM2 = RNA Recognition Motif 1/2; CTD = C-Terminal Domain. (D) Predicted structure of TDP-43K408R highlighting no addition of secondary structure at the C-terminus surrounding residue 408 upon mutation. (E) Representative image and quantification of TDP-43-GFP expression in HEK293T cells denoting mislocalization in a subset of cells overexpressing TDP-43 with K408R mutation. (N = 3) Student’s T-test. Data presented as mean ± SEM. Fig. S3: Characterization of SUMO2 fusion to the C-terminus of TDP-43. (A) Representative western blot and quantification of TDP-43-HA and TDP-43-SUMO2-HA expression in HEK293T cells. (N = 3) 2-way ANOVA with Fishers LSD test. Data presented as mean ± SEM relative to unstressed TDP-43-HA condition. *p <0.05, **p <0.005. (B) Representative immunofluorescence microscopy images and quantifications of TDP-43-HA and TDP-43-SUMO2-HA fusion in HEK293T cells in response to cellular stress (250 μM sodium arsenite for 1 hour). (N = 3) Student’s T-test. Data presented as mean ± SEM relative to unstressed TDP-43-HA condition, *p <0.05. Stress granule size is presented as nested data where each data point is a stress granule across 12-15 cells per biological replicate and the median stress granule size is presented with 95% CI error bars. T-test for nested data was performed (N =3), **p <0.01. Fig. S4: Generation of the TDP-43K408R mouse line. (A) Schematic of the knock in approach to edit the endogenous Tardbp to express TDP-43K408R. (B) Schematic of LNA probe based genotyping approach and allelic discrimination assay to genotype TDP-43K408R mouse line. (C) Sex and mendelian ratios of F3 generation TDP-43K408R mice from K408R/+ and K408R/+ breeding pairs used to generate behaviour and histology cohorts. Observed vs Expected statistical analysis assuming an expected 1:1 ratio sex ratio and 1:2:1 mendelian ratio; no significant differences observed. Fig. S5: Characterizing the stress response in TDP-43K408R primary cortical neuron cultures. (A) Classification and quantification of G3BP1 stress granule (SG) intensity in response to 1 hour sodium arsenite stress (250 μM) and recovery. Data presented as mean ± SEM. (N = 5 per genotype) 2-Way ANOVA with Tukey’s multiple comparisons analysis. *p <0.05, ***p <0.0005. (B) Quantification of the localization of G3BP1 stress granules (SGs) in response to 1 hour sodium arsenite stress (250 μM) and recovery. Data presented as mean ± SEM. (N = 5 per genotype) 2-Way ANOVA with Tukey’s multiple comparisons analysis. ***p <0.0005. (C) Quantification of the percentage of neurons with positive TDP-43 nuclear foci in G3BP1 stress granule positive and G3BP1 stress granule negative neurons in response to 1 hour sodium arsenite stress (250 μM) and recovery. Data presented as mean ± SEM. (N = 5 per genotype) 2-Way ANOVA with Tukey’s multiple comparisons analysis. ***p <0.0005. (D) Quantification of the average number of TDP-43 nuclear foci in neurons positive for TDP-43 nuclear foci in response to 1 hour sodium arsenite stress (250 μM) and recovery. Data presented as mean ± SEM. (N = 5 per genotype) 2-Way ANOVA with Tukey’s multiple comparisons analysis. *p <0.05. For all analyses wild type neurons are presented in grey and K408R/K408R neurons are presented in purple. Fig. S6: Characterizing the effect of blocking TDP-43 SUMOylation in primary cortical neurons. (A) Quantification of RIPA and UREA fractions from mouse primary cortical neurons (7 DIV) during stress (1 hour 250 μM sodium arsenite) and recovery related to Fig. 3B. N = 3-5, 2-Way ANOVA with Fisher’s LSD test. Data presented as mean ± SEM, * p <0.05, ** p <0.005. (B-D) Representative immunofluorescent images of primary cortical neurons (7 DIV) treated with 250 μM sodium arsenite for 1 hour then recovered for 3 hours to induce TDP-43 foci formation to analyze colocalization with nuclear markers: (B) HSPA1L was visualized through lentiviral transduction of HSPA1L-mRuby2; (C) paraspeckle marker PSPC-1; and (D) Ubiquitin. (N = 3). At least 10 cells positive for TDP-43 foci and foci of interest were imaged and analyzed per replicate. (E) Quantification of primary cortical neurons with TDP-43 mislocalization in response to repeated stress (30 minutes 250 μM sodium arsenite) and recovery (30 minutes washout) related to Fig. 3E. (N = 3) 2-Way ANOVA with Fishers LSD test. Data presented as mean ± SEM. (F) Representative western blot and analysis of RIPA soluble and UREA fractions from primary cortical neurons in response to chronic stress (30 hours of 15 μM sodium arsenite) and recovery. Data presented as mean ± SEM relative to WT for each condition. 2-Way ANOVA with Fishers LSD test. *p <0.05, **p <0.005. For all analyses wild type neurons are presented in Grey and K408R/K408R neurons are presented in purple. Fig S7: General wellness of TDP-43K408R mice during development and aging. (A) Genotype and sex composition of mice subject to behaviour testing. (B) Weight of mice at P21. Unpaired T-test (Males); Mann-Whitney test (Females and All) (C) Quantification of the duration hanging on a wire at P21. Mann-Whitney test (Males, Females, and All). (D) Survival curve for female TDP-43K408R mice (Males found in Fig. 5d). Curve comparisons analyzed using Log-Rank test and Gehan-Breslow-Wilcoxon test. (E) Weights of male and female TDP-43K408R mice from 3 weeks to 64 weeks of age. Mixed-effects analysis. (F) Hindlimb clasping scores of male and female TDP-43K408R mice from 3 weeks to 64 weeks of age. Mixed-effects analysis. See Table S2 for raw data details on statistical tests. Data presented as mean ± SEM. For all analyses wild type mice are presented in grey and K408R/K408R mice are presented in purple. Fig. S8: Characterizing the cognitive and social behaviour of TDP-43K408R mice. Quantification of cognitive and social behaviors in the (A) Light/Dark Box, (B) Y-maze, (C) 3-Chamber Social Interaction, (D) Marble Burying, and (E) Tail Suspension behaviour tasks at 2, 9, and 16 months of age (2MO, 9MO, and 16MO, respectively) in male and female TDP-43K408R mice. All behaviour tests were analyzed with a Mixed-Effects Model with Tukey’s multiple comparison analysis, see Table S2. Data presented as mean ± SEM. For all analyses wild type mice are presented in grey and K408R/K408R mice are presented in purple. Fig. S9: Characterizing the motor behaviour of TDP-43K408R mice. Quantification of motor abilities in the (A) Hanging Wire, (B) Grip Strength, and (C) Rotarod behaviour tasks at 2, 9, and 16 months of age (2MO, 9MO, and 16MO, respectively) in male and female TDP-43K408R mice. (D) Digigait behaviour tasks at 16 months of age in male and female TDP-43K408R mice. Behaviour tests were analyzed with 2-Way ANOVA or Mixed-Effects Models, see Table S2. Data presented as mean ± SEM. For all analyses wild type mice are presented in grey and K408R/K408R mice are presented in purple. Fig. S10: Characterizing the activity of TDP-43K408R mice. Quantification of (A) total distance traveled (cm) and time in center (s) during the Open Field behaviour test and (B) the relative ambulatory activity (males) of TDP-43K408R mice at 2, 9, and 16 mon

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.895
Threshold uncertainty score0.149

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.014
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0020.003
Science and technology studies0.0020.000
Scholarly communication0.0020.002
Open science0.0020.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.8950.247

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.037
GPT teacher head0.286
Teacher spread0.249 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreDataset

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2025
Admission routes1
Has abstractyes

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