PL‐05‐02: Clinical, pathological and genetic aspects of C9ORF72 mutations
Bibliographic record
Abstract
Frontotemporal dementia (FTD) and amyotrophic lateral sclerosis (ALS) are closely related clinical syndromes with overlapping molecular pathogenesis. Several families have been reported with autosomal dominant inheritance in which members affected by FTD, ALS or both; showing genetic linkage to a region on chromosome 9p21. Recently, two studies identified the FTD/ALS gene defect on chromosome 9p as a massively expanded GGGGCC hexanucleotide repeat in a non-coding region of the chromosome 9 open reading frame 72 gene (C9ORF72). Review of published and unpublished data. Studies from many centers have now shown the C9ORF72 mutation to be the most common genetic cause of familial and sporadic forms of both FTD and of ALS and the basis of most families in which both conditions occur. The associated phenotype is heterogeneous with wide variation in age of onset and survival. FTD is more often the behavioral variant than progressive non-fluent aphasia and the motor features are usually typical of ALS but with more frequent bulbar onset. Memory problems, psychosis and a wide range of other motor symptoms have also been reported. There may be striking clinical variability within families and some evidence for genetic anticipation. The underlying neuropathology is a characterized by TDP-43 immunoreactive inclusions in a wide range of neuroanatomical regions including the cerebral cortex (FTLD-TDP) and lower motor neurons (ALS-TDP). In addition, the presence of ubiquitin-positive, TDP-43-negative inclusions in the cerebellum and hippocampus is a consistent and unique feature that indicates abnormal metabolism of some unidentified protein(s). The hexanucleotide repeat is located between two alternately spliced first exons and abnormal expansion results in loss of one alternatively spliced C9ORF72 transcript and the formation of nuclear RNA foci, suggesting multiple pathogenic mechanisms. The C9ORF72 mutation is a major cause of familial and sporadic FTD and ALS, and likely accounts for the majority of families with combined FTD and ALS. This further supports the concept that FTD and ALS represent a clinicopathological spectrum of disease and highlights the role of RNA mis-metabolism in the pathogenesis of these conditions.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.003 |
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".