Integration of multi‐omics layers empowers precision diagnosis through unveiling pathogenic mechanisms on maple syrup urine disease

Maple syrup urine disease (MSUD) is a rare inherited metabolic disorder characterized by deficient activity of the branched-chain alpha-ketoacid dehydrogenase (BCKDH) complex, required to metabolize the amino acids leucine, isoleucine, and valine. Despite its profound metabolic implications, the molecular alterations underlying this metabolic impairment had not yet been completely elucidated. We performed a comprehensive multi-omics integration analysis, including genomic, epigenomic, and transcriptomic data from fibroblasts derived from a cohort of MSUD patients and unaffected controls to genetically characterize an MSUD case and to unravel the MSUD pathophysiology. MSUD patients exhibit a defined episignature that reshapes the global DNA methylation landscape, resulting in the stimulation of HOX cluster genes and the restriction of cell cycle gene-related signatures. Subsequent data integration revealed the impact of AP1-related and CEBPB transcription factors on the observed molecular reorganization, with MEIS1 emerging as a potential downstream candidate affected by robust epigenetic repression in MSUD patients. Furthermore, the integration of multi-omics layers facilitated the identification of a strong epigenetic repression in the DBT promoter in a patient wherein no BCKDH pathogenic variants had been detected. A Circular Chromatin Conformation Capture assay indicated a disturbance of the interactions of DBT promoter, thereby unveiling alternative modes of disease inheritance. Integration of multi-omics data unveiled underlying molecular networks rewired in MSUD patients and represents a powerful approach with diagnostic potential for rare genetic disorders with unknown genetic bases.

Authors

Institutions

Publication Details

Journal
Journal of Inherited Metabolic Disease
Published
2024-12-10
DOI
https://doi.org/10.1002/jimd.12829
Citations
4
Primary Topic
Metabolism and Genetic Disorders
Type
article
Field-Weighted Citation Impact
1.52

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integration of multi‐omics layers empowers precision diagnosis through unveiling pathogenic mechanisms on maple syrup urine disease

Juan Ramón Tejedor, Belén Pérez, Juan José Alba‐Linares, Natalia Castejón‐Fernández et al.
4 citations
Journal of Inherited Metabolic Disease
Metabolism and Genetic Disorders
1.52
article

Integration of multi‐omics layers empowers precision diagnosis through unveiling pathogenic mechanisms on maple syrup urine disease

Juan Ramón Tejedor, Belén Pérez, Juan José Alba‐Linares, Natalia Castejón‐Fernández, Alejandro Soriano‐Sexto, Rocío G. Urdinguio, Agustín F. Fernández, Pilar Rodríguez‐Pombo, Patricia Correcher Medina, Mario F. Fraga, Magdalena Ugarte, Lidia Sainz‐Ledo, Leonardo Beccari
article en
4 citations

Abstract

Maple syrup urine disease (MSUD) is a rare inherited metabolic disorder characterized by deficient activity of the branched-chain alpha-ketoacid dehydrogenase (BCKDH) complex, required to metabolize the amino acids leucine, isoleucine, and valine. Despite its profound metabolic implications, the molecular alterations underlying this metabolic impairment had not yet been completely elucidated. We performed a comprehensive multi-omics integration analysis, including genomic, epigenomic, and transcriptomic data from fibroblasts derived from a cohort of MSUD patients and unaffected controls to genetically characterize an MSUD case and to unravel the MSUD pathophysiology. MSUD patients exhibit a defined episignature that reshapes the global DNA methylation landscape, resulting in the stimulation of HOX cluster genes and the restriction of cell cycle gene-related signatures. Subsequent data integration revealed the impact of AP1-related and CEBPB transcription factors on the observed molecular reorganization, with MEIS1 emerging as a potential downstream candidate affected by robust epigenetic repression in MSUD patients. Furthermore, the integration of multi-omics layers facilitated the identification of a strong epigenetic repression in the DBT promoter in a patient wherein no BCKDH pathogenic variants had been detected. A Circular Chromatin Conformation Capture assay indicated a disturbance of the interactions of DBT promoter, thereby unveiling alternative modes of disease inheritance. Integration of multi-omics data unveiled underlying molecular networks rewired in MSUD patients and represents a powerful approach with diagnostic potential for rare genetic disorders with unknown genetic bases.

Journal of Inherited Metabolic DiseaseVol. 48(1)
Consejo Superior de Investigaciones Científicas (ES), Hospital Universitari i Politècnic La Fe (ES), Hospital La Paz Institute for Health Research (ES), Centre for Biomedical Network Research on Rare Diseases (ES), Nanomaterials and Nanotechnology Research Center (ES), Centro de Biología Molecular Severo Ochoa (ES), Universidad Autónoma de Madrid (ES)
Ministerio de Ciencia, Innovación y Universidades, Instituto de Salud Carlos III, European Regional Development Fund
Good health and well-being
Openalex Percentile: Top 17%
Metabolism and Genetic Disorders
1.52
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.