Induction of wild-type SOD1 misfolding, aggregation and its cell-to-cell propagation
Bibliographic record
Abstract
Amyotrophic Lateral Sclerosis (ALS) is a fatal neurodegenerative disease characterized by progressive degeneration and loss of motor neurons that appears to spread through the neuroaxis in a spatiotemporally restricted manner. Misfolded Cu/Zn superoxide dismutase (SOD1) has been detected in all ALS patients, despite SOD1 mutations accounting for only 2% of total cases, while the presence of inclusions containing pathological TAR-DNA binding protein-43 (TDP-43) represent a hallmark of all non-SOD1/FUS familial ALS. We previously reported that TDP-43 and FUS can trigger misfolding of human wild-type SOD1 (HuWtSOD1) in living cells, however the mechanisms and consequences are unknown. Here, we used immunocytochemistry, immunoprecipitation and cell viability studies to demonstrate that TDP-43 or FUS-induced misfolded HuWtSOD1 can propagate from cell-to-cell via conditioned media, and seed cytotoxic misfolding of endogenous HuWtSOD1 in the recipient cells in a prion-like fashion. Knockdown of SOD1 using siRNA in recipient cells, or incubation of conditioned media with misfolded SOD1-specific antibodies, inhibits intercellular transmission, indicating that HuWtSOD1 is an obligate seed and substrate of propagated misfolding. Furthermore, we developed several chimeric SOD1-GFP proteins that we validated to aggregate in the presence of pathological SOD1 or TDP-43 seed. We used this assay, along with immunofluorescence, live-cell microscopy and flow cytometry studies, to show that intermolecular conversion of SOD1 by pathological TDP-43 is mediated by tryptophan residues in both proteins. Furthermore, we used the reporter proteins to show that human spinal cord extracts prepared from familial, but not sporadic, ALS patients can trigger SOD1 aggregation in cultured cells. Finally, we used this system to show that small molecules, akin to 5-fluorouridine, can block this intermolecular kindling of SOD1 aggregation, and demonstrated that our assay can be used as a high-throughput tool for screening drugs against induced SOD1 aggregation. Altogether, our studies indicate that pathological TDP-43 and FUS may exert motor neuron pathology in ALS through the initiation of tryptophan-dependent propagated SOD1 misfolding. Furthermore, it is key to recognize that elucidation of the pathogenic role of a simple structural motif in ALS may provide a framework for understanding other neurodegenerative diseases in which propagated protein misfolding is shown to occur.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".