Tau Conformers in FTLD-MAPT  Undergo Liquid-liquid Phase Separation and Perturb the Nuclear Envelope
Bibliographic record
Abstract
Abstract Background: Germline mutations in the MAPT gene cause some forms of frontotemporal lobar degeneration (FTLD). Recent studies show that a single mutation in MAPT can promote alternative tau misfolding pathways engendering divergent tau conforms and representing clinical heterogeneity, and that under conditions of cell-free molecular crowding the repertoire of tau forms can include liquid-liquid phase separation (LLPS). Methods: Neuronal nuclear morphologies in FTLD patients and TgTauP301L transgenic mice were analyzed by immunohistochemistry of nuclear lamina. Tau conformers associated with a common behavioral variant of frontotemporal dementia were cloned by endpoint dilution; the cells were assayed for viability and biochemical markers of cell death and were also assessed by video microscopy and photobleaching to determine dynamic aspects of aggregate formation.Results: Analysis of post-mortem tissues from aged neurologically normal controls and other neurodegenerative syndromes indicated that microtubule-associated nuclear clefts were associated with chronological aging and disruptions of the nuclear envelope with FTLD-MAPT. Tau conformers present in FTLD cases and transduced into reporter cells had a high propensity to condense on the nuclear envelope and to disrupt nuclear-cytoplasmic transport. Nuclear envelope fluorescent tau signals and small fluorescent inclusions in a stable clonal line behaved as a demixed liquid state under live cell conditions; indicative of LLPS effects, these droplets exhibited spherical morphology, fusion events and recovery from photobleaching. While pathogenic mutations in some proteins can interfere with physiological functions of membrane-less organelles, a disease-causing MAPT mutation perturbed nuclear-cytoplasmic transport by gain-of-function formation of LLPS on the nuclear envelope, this acting as a molecular cue to trigger regulated cell death. Thioflavin S-positive intracellular aggregates were prevalent in tau-derived inclusions with a size bigger than 3 µm2, inferring that a threshold of critical mass in the liquid state condensation may drive liquid-solid phase transitions. Conclusions: Our findings indicate that within a spectrum of alternative conformers, tau undergoing LLPS is a notably toxic species; demixed droplets on the nuclear envelope hindering nuclear-cytoplasmic transport can serve to trigger cytotoxic pathways and may act as nurseries for the abundant fibrillar structures present at end-stage disease.
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 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) | 0.000 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".