Human Genetics and Genomics AdvancesGenetic & Genomic MedicinePeer-reviewed journal article
Whole Genome Sequencing for the Diagnosis of Rare Disorders
Antônio Victor Campos CoelhoiD, Rafael Sales de Albuquerque, Catarina dos Santos GomesiD, José Bandeira do Nascimento Junior, Gustavo Santos de OliveiraiD, Livia Maria Silva MouraiD, Luciana Souto MofattoiD, Rafael Lucas Muniz GuedesiD, Rodrigo BarreiroiD, Marcel Pinheiro CaracioloiD, Ana Paula de Andrade OliveiraiD, Anne Caroline Barbosa TeixeiraiD, Bruna Mascaro Cordeiro de Azevedo, Carolina Dias Carlos, Lucas Santos de SantanaiD, Marina Cadena da MattaiD, Matheus Martinelli Lima, Nuria Bengala ZurroiD, Renata Yoshiko Yamada, Vívian Pedigone CintraiD, Gabriela Pereira Campilongo, Gabriela Borges Cherulli Colichio, Renata Martins Ribeiro da Silva, Caio Robledo D’Angioli Costa QuaioiD, Carolina MorenoiD, , Joao Bosco Oliveira
- Citations
- 0
- FWCI
- 0.00
- Field percentile
- 28th percentile
Abstract
BackgroundWhole-Genome Sequencing (WGS) and Whole-Transcriptome Sequencing (WTS) have emerged as transformative tools in the diagnosis of rare diseases with complex phenotypes. These technologies enable deep analysis of the genome and RNA expression, uncovering structural, intronic, non-coding, and mitochondrial variants that traditional methods might miss, thus facilitating the understanding of gene function and regulation. MethodsWe enrolled 8966 patients with suspected rare diseases or hereditary cancer risk syndromes from 21 centers throughout Brazil. Their genomes were sequenced with short, paired-end reads, and diagnostic reports were provided for 7614 of these patients. ResultsThe overall diagnostic yield was 35.8%, with an additional 5.6% of all Positive reports including gains from WGS compared to other diagnostic tests. In patients with pathogenic/likely pathogenic copy number or structural variants, WGS provided a 10.2% increase in diagnostic yield. Almost 1900 variant/phenotype interpretations were submitted to ClinVar. ConclusionWGS and WTS are proving to be invaluable resources for shortening the diagnostic odyssey of patients with rare diseases, providing crucial genomic diagnostics, and enriching genetic databases with variant interpretations from underrepresented populations. These technologies have the potential to significantly enhance the precision of healthcare in genetically diverse populations. Key Points for NEJM Editors and ReviewersO_LIScope: Largest Brazilian rare disease-focused sequencing project to date. C_LIO_LIFindings: A 35.8% diagnostic yield with notable additional detection of structural, deep intronic, non-coding, and mitochondrial variants. C_LIO_LIImpact: Shortens diagnostic odyssey for patients, enriches ClinVar with almost 1900 variant interpretations from underrepresented populations, and demonstrates potential cost-effectiveness of integrating WGS into public healthcare. These interim results underscore how national WGS programs can facilitate precision medicine, especially in genetically diverse and previously underrepresented populations. C_LI
- organism: human
- assay: whole-genome sequencing
- research focus: variant calling
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Whole-genome sequencing of rare disease patients in a national healthcare system
Ernest Turro, William J. Astle, … Rachel J. Buchan·NaturePeer-reviewed·Jun 24, 2020
- The Brazilian Rare Genomes Project: validation of whole genome sequencing for rare diseases diagnosis
Antônio Victor Campos Coelho, Bruna Mascaro-Cordeiro, … João Bosco Oliveira·Frontiers in Molecular BiosciencesPeer-reviewed·May 2, 2022
- Unique Capabilities of Genome Sequencing for Rare Disease Diagnosis
Monica Hsiung Wojcik, Gabrielle Lemire, … Anne O’Donnell‐Luria·medRxiv·Aug 8, 2023
- Genome sequencing as a generic diagnostic strategy for rare disease
Gaby Schobers, Ronny C. Derks, … Lisenka E.L.M. Vissers·medRxiv·Sep 28, 2023
- Detecting pathogenic structural variation in families with undiagnosed rare disease in a national genome project
Prasun Dutta, Alistair T. Pagnamenta, … Timothy J. Aitman·European Journal of Human GeneticsPeer-reviewed·Aug 5, 2026
- Comparative analysis of WGS and WES for genetic diagnosis in a pediatric Albanian population.
Paskal Cullufi, Mirela Tabaku, … Avenida P. H. Rolfs·medRxiv·Jul 24, 2025