Disease-modifying effects of <i>TMEM106B</i> in genetic frontotemporal dementia: a longitudinal GENFI study
Bibliographic record
Abstract
Common variants within TMEM106B are associated with risk for frontotemporal lobar degeneration with TDP-43 pathology (FTLD-TDP). The G allele of the top single nucleotide polymorphism, rs1990622, confers protection against FTLD-TDP, including genetic cases due to GRN mutations or C9orf72 hexanucleotide repeat expansions. However, the effects of interaction between TMEM106B-rs1990622 and frontotemporal dementia (FTD) mutations on disease endophenotypes in genetic FTD are unknown. This longitudinal cohort study was embedded within the GENetic Frontotemporal dementia Initiative (GENFI). We included 518 participants from 222 families [209 non-carriers; 222 presymptomatic carriers (C9orf72 = 79; GRN = 101, MAPT = 42); 87 symptomatic carriers (C9orf72 = 45; GRN = 29; MAPT = 13)] followed for up to 7 years. Using linear mixed-effects models, we examined the effects of a triple interaction between TMEM106B-rs1990622G allele dosage (additive model: 0, 1 or 2 alleles) and autosomal dominant FTD mutations with clinical status, and time from baseline on (i) grey matter volume using a voxel-based analysis; (ii) serum neurofilament light chain (NfL) levels; and (iii) cognitive and behavioural measures. Mean age of participants was 47.9 ± 13.8 years, 58.1% were female and 61% had at least one G allele. C9orf72: rs1990622G allele dosage was associated with less atrophy within the right occipital region in presymptomatic carriers at baseline, and reduced atrophy rate within putamen and caudate nucleus, right frontotemporal regions, left cingulate and bilateral insular cortices in symptomatic carriers over time; lower NfL levels in presymptomatic carriers at baseline; better executive functions and language abilities in presymptomatic carriers; and maintained overall cognitive functions and behaviour in symptomatic carriers over time. GRN: rs1990622G allele dosage was associated with reduced grey matter atrophy rate within the right temporal and occipital regions in presymptomatic carriers, and within the right frontal cortex and insula over time in symptomatic carriers; lower serum NfL levels over time in presymptomatic carriers and lower NfL levels at both baseline and over time in symptomatic carriers; and better global cognitive performance at baseline and higher attention/processing speed scores over time in symptomatic carriers. MAPT: rs1990622G allele dosage was associated with reduced grey matter atrophy rate within the right inferior frontal gyrus in symptomatic carriers, but no effects on serum NfL or cognitive/behavioural measures. TMEM106B-rs1990622G allele dosage showed protective effects on multiple endophenotypes predominantly in GRN and C9orf72 groups. Therefore, TMEM106B genotype should be assessed in clinical trials, particularly of GRN- and C9orf72-related genetic FTD, due to its modifying effects on biomarker, imaging, cognitive and clinical outcomes.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".