Muscle Imaging Patterns and Variant‐Specific Progression in DNM2 ‐Related Centronuclear Myopathy

ABSTRACT Introduction/Aims DNM2 ‐related centronuclear myopathy ( DNM2 ‐CNM) exhibits characteristic imaging patterns, but imaging‐based staging and variant‐specific severity pattern remain incompletely defined. We aimed to (1) characterize muscle involvement patterns, (2) establish imaging‐based severity stages and identify muscles that best distinguish severity groups, and (3) model variant‐ and muscle‐specific age‐related score patterns, with comparison to adult‐onset MTM1 ‐related CNM. Methods We retrospectively analyzed whole‐body muscle imaging (computed tomography/magnetic resonance imaging) in 30 genetically confirmed DNM2 ‐CNM patients. Forty‐five muscles were scored using the modified Mercuri score (mMs 0–4). Unsupervised uniform manifold approximation and projection (UMAP) and hierarchical clustering defined severity groups and involvement patterns. Violin plots characterized the distribution of mMs scores across severity stages. Linear regression and generalized additive models characterized variant and muscle‐specific age‐associated mMs patterns. Modal mMs values were used to generate comparative schematics for DNM2 ‐CNM and MTM1 ‐related CNM. Results UMAP identified three severity groups. Hierarchical clustering revealed a distal‐predominant pattern with early severe involvement of posterior calf and paraspinal muscles, followed by posterior thigh and gluteal muscles. Variant modeling demonstrated distinct age‐associated mMs patterns: PH domain variants (A618T/S615L/S619L) showed earliest onset and steepest age‐associated rate of mMs increase (slope 10.1, p = 0.003), middle‐domain variants (E368K/R369G/R369Q) showed intermediate rate of mMs increase (slope 2.86), R465W was milder (slope 2.56), and R369W was slowest (slope 0.74). DNM2 ‐CNM showed distal‐to‐proximal involvement, contrasting with the proximal‐predominant pattern of MTM1 ‐related CNM. Discussion Muscle imaging defines reproducible severity stages and variant‐specific age‐associated severity patterns, providing a quantitative imaging framework for DNM2 ‐CNM staging, monitoring, and risk stratification.

Authors

Institutions

Publication Details

Journal
Muscle & Nerve
Published
2026-09-25
DOI
https://doi.org/10.1002/mus.70411
Primary Topic
Genetic Neurodegenerative Diseases
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Muscle Imaging Patterns and Variant‐Specific Progression in DNM2 ‐Related Centronuclear Myopathy

Yuji Takahashi, S. Noguchi, Ichizo Nishino, Shinichiro Hayashi et al.
Muscle & Nerve
Genetic Neurodegenerative Diseases
article

Muscle Imaging Patterns and Variant‐Specific Progression in DNM2 ‐Related Centronuclear Myopathy

Yuji Takahashi, S. Noguchi, Ichizo Nishino, Shinichiro Hayashi, Genevieve Uy
article en

Abstract

ABSTRACT Introduction/Aims DNM2 ‐related centronuclear myopathy ( DNM2 ‐CNM) exhibits characteristic imaging patterns, but imaging‐based staging and variant‐specific severity pattern remain incompletely defined. We aimed to (1) characterize muscle involvement patterns, (2) establish imaging‐based severity stages and identify muscles that best distinguish severity groups, and (3) model variant‐ and muscle‐specific age‐related score patterns, with comparison to adult‐onset MTM1 ‐related CNM. Methods We retrospectively analyzed whole‐body muscle imaging (computed tomography/magnetic resonance imaging) in 30 genetically confirmed DNM2 ‐CNM patients. Forty‐five muscles were scored using the modified Mercuri score (mMs 0–4). Unsupervised uniform manifold approximation and projection (UMAP) and hierarchical clustering defined severity groups and involvement patterns. Violin plots characterized the distribution of mMs scores across severity stages. Linear regression and generalized additive models characterized variant and muscle‐specific age‐associated mMs patterns. Modal mMs values were used to generate comparative schematics for DNM2 ‐CNM and MTM1 ‐related CNM. Results UMAP identified three severity groups. Hierarchical clustering revealed a distal‐predominant pattern with early severe involvement of posterior calf and paraspinal muscles, followed by posterior thigh and gluteal muscles. Variant modeling demonstrated distinct age‐associated mMs patterns: PH domain variants (A618T/S615L/S619L) showed earliest onset and steepest age‐associated rate of mMs increase (slope 10.1, p = 0.003), middle‐domain variants (E368K/R369G/R369Q) showed intermediate rate of mMs increase (slope 2.86), R465W was milder (slope 2.56), and R369W was slowest (slope 0.74). DNM2 ‐CNM showed distal‐to‐proximal involvement, contrasting with the proximal‐predominant pattern of MTM1 ‐related CNM. Discussion Muscle imaging defines reproducible severity stages and variant‐specific age‐associated severity patterns, providing a quantitative imaging framework for DNM2 ‐CNM staging, monitoring, and risk stratification.

Muscle & Nerve
National Center of Neurology and Psychiatry (JP), Tokyo National Hospital (JP)
Openalex Percentile: Top 17%
Genetic Neurodegenerative Diseases
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.