A homozygous synonymous NOP58 variant causes a neurodevelopmental disorder by impairing maturation of pre-ribosomal RNAs
Bibliographic record
Abstract
Ribosomes are ribonucleoproteins that are responsible for protein synthesis. They consist of ribosomal proteins and ribosomal RNAs (rRNAs). Pre-rRNAs are co-transcriptionally processed and chemically modified. The 2'-O-methylation of rRNAs is guided by box C/D small nucleolar ribonucleoprotein particles (snoRNPs), which are composed of a box C/D snoRNA and the core proteins NOP56, NOP58, SNU13, and the methyltransferase fibrillarin. Catalytically active box C/D snoRNPs function in nucleoli. We performed trio whole-exome sequencing in a proband with a severe neurodevelopmental disorder including global developmental delay, microcephaly, seizures, and ophthalmological and brain abnormalities and his healthy parents and identified the homozygous synonymous variant c.516G>A; p.Leu172= in NOP58. In fibroblasts of the proband, we demonstrated skipping of exon 7 in most NOP58 mRNAs, while ∼20% canonically spliced NOP58 transcripts were detected in the proband compared with control cells. NOP58 protein levels were reduced to ∼12% in proband cells that concomitantly reduced fibrillarin levels. Analysis of nucleoli in proband-derived fibroblasts revealed changes in the number of nucleolar condensates and in nucleolar morphology. We found reduced levels of three box C/D snoRNAs required for 2'-O-methylation and of one box C/D snoRNA important for 2'-O-methylation and pre-rRNA processing. Analysis of pre-rRNA maturation by RT-qPCR revealed increased 45S and 21S pre-rRNA levels, whereas the amplification signal for the 47S, 32S, and 26S pre-rRNAs was substantially decreased in proband compared with control cells. Together, our data unveil that the homozygous NOP58 variant c.516G>A represents a hypomorphic allele and underlies the neurodevelopmental phenotype in the proband, likely by impairing pre-rRNA maturation.
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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 | 0.001 | 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".