Evidence map›Paper›PMID 36669495›Full record

ArticleAmerican journal of human genetics2023

Web-accessible application for identifying pathogenic transcripts with RNA-seq: Increased sensitivity in diagnosis of neurodevelopmental disorders.

Jordy Dekker, Rachel Schot, Michiel Bongaerts, Walter G de Valk, Monique M van Veghel-Plandsoen, Kathryn Monfils, Hannie Douben, Peter Elfferich, Esmee Kasteleijn, Leontine M A van Unen and 19 more

Open access · greenAbstract read
In one paragraph

Article in American journal of human genetics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed
9.1field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

37 citing papers in PubMed, 57 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. RNA Sequencing Resolves Cryptic Pathogenic Variants in Mitochondrial Disease.Annals of clinical and translational neurology · 2026
    Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. Benchmarking RNA-seq Tools for Real-World Diagnostic Applications.medRxiv : the preprint server for health sciences · 2026
    Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. A clinical and genotype-phenotype analysis of MACF1 variants.American journal of human genetics · 2025
    Article
  18. Article
  19. Bi-allelic loss-of-function variants in POC5 cause a syndromic retinal, endocrine, and neuromuscular ciliopathy.Genetics in medicine : official journal of the American College of Medical Genetics · 2025
    Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

29 authors at 2 institutions in 1 country.

Jordy DekkerDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Rachel SchotDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Michiel BongaertsDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Walter G de ValkDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Monique M van Veghel-PlandsoenDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Kathryn MonfilsDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Hannie DoubenDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Peter ElfferichDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Esmee KasteleijnDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Leontine M A van UnenDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Geert GeevenDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Jasper J SarisDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Yvette van IerlandDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Frans W VerheijenDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Marianne L T van der SterreDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Farah Sadeghi NiarakiDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Daphne J SmitsDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Hidde H HuidekoperDepartment of Pediatrics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Monique WilliamsDepartment of Pediatrics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Martina WilkeDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Virginie J M VerhoevenDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Marieke JoostenDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Anneke J A KievitDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Ingrid M B H van de LaarDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Lies H HoefslootDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Marianne Hoogeveen-WesterveldDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Mark NellistDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Grazia M S ManciniDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands.
Tjakko J van HamDepartment of Clinical Genetics, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 Rotterdam, the Netherlands. Electronic address: t.vanham@erasmusmc.nl.
Erasmus MC · NLErasmus University Rotterdam · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

For neurodevelopmental disorders (NDDs), a molecular diagnosis is key for management, predicting outcome, and counseling. Often, routine DNA-based tests fail to establish a genetic diagnosis in NDDs. Transcriptome analysis (RNA sequencing [RNA-seq]) promises to improve the diagnostic yield but has not been applied to NDDs in routine diagnostics. Here, we explored the diagnostic potential of RNA-seq in 96 individuals including 67 undiagnosed subjects with NDDs. We performed RNA-seq on single individuals' cultured skin fibroblasts, with and without cycloheximide treatment, and used modified OUTRIDER Z scores to detect gene expression outliers and mis-splicing by exonic and intronic outliers. Analysis was performed by a user-friendly web application, and candidate pathogenic transcriptional events were confirmed by secondary assays. We identified intragenic deletions, monoallelic expression, and pseudoexonic insertions but also synonymous and non-synonymous variants with deleterious effects on transcription, increasing the diagnostic yield for NDDs by 13%. We found that cycloheximide treatment and exonic/intronic Z score analysis increased detection and resolution of aberrant splicing. Importantly, in one individual mis-splicing was found in a candidate gene nearly matching the individual's specific phenotype. However, pathogenic splicing occurred in another neuronal-expressed gene and provided a molecular diagnosis, stressing the need to customize RNA-seq. Lastly, our web browser application allowed custom analysis settings that facilitate diagnostic application and ranked pathogenic transcripts as top candidates. Our results demonstrate that RNA-seq is a complementary method in the genomic diagnosis of NDDs and, by providing accessible analysis with improved sensitivity, our transcriptome analysis approach facilitates wider implementation of RNA-seq in routine genome diagnostics.

Indexed as

Gene Expression ProfilingNeurodevelopmental DisordersCycloheximideHumansRNA-SeqSequence Analysis, RNACycloheximidemolecular diagnosticsmRNA splicingneurodevelopmental disorderRNA-sequencingtranscriptomicsweb browser application

Identifiers

PMID36669495
PMCPMC9943747
OpenAlexW4317435995

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.