Rare variant enrichment analysis in pediatric European Moyamoya Angiopathy patients unveils novel candidate susceptibility genes

Abstract Moyamoya angiopathy (MMA) is a rare steno-occlusive condition resulting in transient ischemic attacks and strokes in children and adults. Previous studies, mainly in adult patients, suggested RNF213 as the most prevalent susceptibility gene due to an Asian founder variant. Nevertheless, the genetic landscape in early-onset European MMA patients requires further elucidation. Exome-sequencing was performed in 104 pediatric MMA patients, including three with Down syndrome, and 520 healthy controls. Rare-variant enrichment testing was performed using the R-package SKAT on the whole cohort as well as in a 100% European subset, revealing a total of 28 enriched genes. Both tests showed the most common known MMA genes ( RNF213 and NF1) among the top three enriched genes, underlining the validity of our approach. Seven of the concordantly enriched genes are novel MMA candidates (ATAD2, COL18A1, NAV1, ALOX12B, KRTAP4-7, KCNJ12 , and KBTBD13) . De novo variants were found in NF1, RNF213 , COL18A1, ECI1 , and YIPF1 . In summary, our study confirms RNF213 and NF1 as major susceptibility genes and suggests seven novel early-onset MMA susceptibility genes. Of special interest is the novel candidate gene COL18A1 , which is involved in angiogenesis and endothelial cell proliferation, due to its potential additional role as a modifier of MMA in trisomy 21.

Authors

Institutions

Publication Details

Journal
npj Genomic Medicine
Published
2026-07-25
DOI
https://doi.org/10.1038/s41525-026-00599-4
Primary Topic
Moyamoya disease diagnosis and treatment
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Rare variant enrichment analysis in pediatric European Moyamoya Angiopathy patients unveils novel candidate susceptibility genes

Michael Papik, Paolo Zanoni, Katharina Steindl, Paranchai Boonsawat et al.
npj Genomic Medicine
Moyamoya disease diagnosis and treatment
article

Rare variant enrichment analysis in pediatric European Moyamoya Angiopathy patients unveils novel candidate susceptibility genes

Michael Papik, Paolo Zanoni, Katharina Steindl, Paranchai Boonsawat, Angela Bahr, Nadia Khan, Anita Rauch, Ivan Ivanovski, Elena M. Cabello
article en

Abstract

Abstract Moyamoya angiopathy (MMA) is a rare steno-occlusive condition resulting in transient ischemic attacks and strokes in children and adults. Previous studies, mainly in adult patients, suggested RNF213 as the most prevalent susceptibility gene due to an Asian founder variant. Nevertheless, the genetic landscape in early-onset European MMA patients requires further elucidation. Exome-sequencing was performed in 104 pediatric MMA patients, including three with Down syndrome, and 520 healthy controls. Rare-variant enrichment testing was performed using the R-package SKAT on the whole cohort as well as in a 100% European subset, revealing a total of 28 enriched genes. Both tests showed the most common known MMA genes ( RNF213 and NF1) among the top three enriched genes, underlining the validity of our approach. Seven of the concordantly enriched genes are novel MMA candidates (ATAD2, COL18A1, NAV1, ALOX12B, KRTAP4-7, KCNJ12 , and KBTBD13) . De novo variants were found in NF1, RNF213 , COL18A1, ECI1 , and YIPF1 . In summary, our study confirms RNF213 and NF1 as major susceptibility genes and suggests seven novel early-onset MMA susceptibility genes. Of special interest is the novel candidate gene COL18A1 , which is involved in angiogenesis and endothelial cell proliferation, due to its potential additional role as a modifier of MMA in trisomy 21.

npj Genomic Medicine
University of Zurich (CH), University Children's Hospital Zurich (CH)
Universität Zürich
Good health and well-being
Openalex Percentile: Top 8%
Moyamoya disease diagnosis and treatment
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.