Evidence map›Paper›PMID 41826713›Full record

ArticleEuropean journal of human genetics : EJHG2026

Accurate and cost-effective workflow integrating trio pooled-WES for novel gene discovery in neurodevelopmental disorders.

Lucía López-López, Laura Lapeña-Gil, Yolanda Benítez, Caridad Serrano, Ana Isabel Sánchez-Barbero, Fiona Blanco-Kelly, Fermina López-Grondona, Saoud Tahsin-Swafiri, Isabel Lorda-Sánchez, Carmen Ayuso and 2 more

Abstract read
In one paragraph

Article in European journal of human genetics : EJHG, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Coding or non-coding? The question behind sequencing.European journal of human genetics : EJHG · 2026
    Article
  2. 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

12 authors.

Lucía López-LópezDepartment of Genetics & Genomics, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain.ORCID 0000-0003-3092-5752
Laura Lapeña-GilDepartment of Genetics & Genomics, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain.
Yolanda BenítezDepartment of Genetics & Genomics, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain.
Caridad SerranoDepartment of Genetics & Genomics, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain.
Ana Isabel Sánchez-BarberoDepartment of Genetics & Genomics, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain.
Fiona Blanco-KellyDepartment of Genetics & Genomics, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain.
Fermina López-GrondonaDepartment of Genetics & Genomics, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain.
Saoud Tahsin-SwafiriDepartment of Genetics & Genomics, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain.ORCID 0000-0003-3684-9076
Isabel Lorda-SánchezDepartment of Genetics & Genomics, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain.
Carmen AyusoDepartment of Genetics & Genomics, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain.ORCID 0000-0002-9242-7065
Pablo MínguezDepartment of Genetics & Genomics, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain.
Berta AlmogueraDepartment of Genetics & Genomics, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain. BAlmoguera@quironsalud.es.ORCID 0000-0002-5599-2954

Funding

Ministry of Economy and Competitiveness | Instituto de Salud Carlos III (Institute of Health Carlos III) (CA24/00004)Ministry of Economy and Competitiveness | Instituto de Salud Carlos III (Institute of Health Carlos III) PI23/00477
6 · The paper itself

Abstract

The broad genetic heterogeneity of neurodevelopmental disorders (NDDs) makes their molecular diagnosis particularly challenging. In this context, Whole-Exome Sequencing (WES), specifically in a trio-based design, is a powerful strategy due to its ability to detect de novo variants, which are a major contributor to NDDs. However, its clinical implementation is often limited by its associated cost. In this study, we applied a sequential diagnostic workflow to a cohort of 221 individuals with syndromic NDDs and prior negative results from targeted sequencing. The workflow integrates initial solo-WES, followed by a second-tier trio-WES using pooled parental DNA (trio pooled-WES). Overall, this workflow achieved a diagnostic yield of 20.98% and led to the identification of 13 novel candidate genes. The pooling strategy was optimized and validated, demonstrating that trio pooled-WES retains the main advantages of conventional trio-WES while substantially reducing sequencing costs. These results support its implementation as a clinically applicable approach for the genetic diagnosis of NDDs.

Indexed as

Exome SequencingGenetic TestingNeurodevelopmental DisordersCost-Benefit AnalysisFemaleHumansPooled TestingWorkflow

Identifiers

PMID41826713
PMCPMC13172506

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.