Cell-specific mitochondrial response in progressive supranuclear palsy
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Bibliographic record
Abstract
• We examined mitochondrial response in a neurodegenerative tauopathy, PSP. • PSP is characterized by mitochondrial changes in neurons and astrocytes in the brain. • Distinct transcriptomic responses were detected across cell types. • Cells derived from postmortem PSP brains mirrors that seen in brain tissue histology. • Cell-type specific patterns differentiate PSP from other neurodegenerative diseases. Progressive supranuclear palsy (PSP) is a main form of idiopathic tauopathy characterized neuropathologically by subcortical neurofibrillary tangles in neurons, oligodendroglial coiled bodies, and tufted astrocytes, which follow sequential distribution in the human brain. Mitochondrial dysfunction is thought to be a contributor to many neurodegenerative diseases, but its role in PSP at the cellular level remains incompletely understood. To address this, we performed cell-specific morphometric analysis of mitochondrial markers in post-mortem tissues from motor cortex of PSP patients and non-diseased controls (n = 5 each) followed by single-nuclear transcriptomics (n = 3 each) to identify changes in genes that regulate mitochondrial function. We treated iCell astrocytes with PSP brain homogenates and isolated viable astrocytes from multiple regions of PSP-affected brains. We found that PSP is characterized by significant mitochondrial changes in neurons and astrocytes at the immunohistochemical level, particularly in complex I, with distinct transcriptomic responses across cell types. Glial cells exhibited upregulation of pathways associated with mitochondrial function. In contrast, excitatory and inhibitory neurons showed downregulation in these pathways, indicating impaired mitochondrial function. Astrocytes derived from different human brain regions express varied levels of GFAP and EAAT1 immunoreactivity. Astrocytic tau pathology in cell culture derived from postmortem PSP brains mirrors that seen in corresponding brain tissue histology. Tau pathology in human astrocyte cell culture is associated with clumps of mitochondria potentially associated with impairment in their neuron supportive function. Our results underscore selective complex I damage and cell-type specific patterns that differentiate PSP from other neurodegenerative diseases.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| 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) | 0.000 | 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 it