Rigorous genetic diagnosis review in natural history studies

BACKGROUND: Leukodystrophies are a clinically and genetically heterogeneous group of diseases characterized by white matter abnormalities on brain magnetic resonance imaging. Clinical, biochemical, molecular, and/or neuroimaging findings collectively support the diagnosis confirmation. The heterogeneous and overlapping clinical presentations of different leukodystrophies and non-diagnostic molecular testing pose a significant challenge to establishing a definitive diagnosis in these rare diseases. The Myelin Disorders Biorepository Project is an observational research program that aims to establish new tests to diagnose leukodystrophies and describe the natural history of these disorders. Ensuring an accurate diagnosis is critical to the goals of this project, and this paper aims to describe the rigorous diagnostic review and confirmation process which was developed. RESULTS: We present a diagnosis review process that contributes to an accurate diagnosis for participants enrolled in this study. Board-certified genetic counselors with expertise in these disorders audit medical records to carefully assess each enrolled participant's clinical, biochemical, and molecular features. A scale of diagnostic categories is assigned based on the record review, and a team of leukodystrophy physician experts consults for cases that require further characterization or clarification. CONCLUSIONS: This robust review process has resulted in a database of individuals with verified diagnoses that may be easily queried for inclusion in appropriate natural history studies and/or treatment trials. This is a model framework that may be adapted and implemented by other rare disease groups.

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Publication Details

Journal
Orphanet Journal of Rare Diseases
Published
2026-04-28
DOI
https://doi.org/10.1186/s13023-026-04317-2
Primary Topic
Biological Research and Disease Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Rigorous genetic diagnosis review in natural history studies

Russell D’Aiello, Kayla Muirhead, Anjana Sevagamoorthy, Omar Sherbini et al.
Orphanet Journal of Rare Diseases
Biological Research and Disease Studies
article

Rigorous genetic diagnosis review in natural history studies

Russell D’Aiello, Kayla Muirhead, Anjana Sevagamoorthy, Omar Sherbini, Julie S. Cohen, Jamie L. Fraser, Maura Ruzhnikov, Ariel Vincent, Emma K. Wiener, J. G. H. Schmidt, Kaley Arnold, Adeline Vanderver, Francesco Gavazzi, Rachel Logan, Amy Pizzino, Carlos A. Dominguez-Gonzalez, Pooja Banglorewala
article en

Abstract

BACKGROUND: Leukodystrophies are a clinically and genetically heterogeneous group of diseases characterized by white matter abnormalities on brain magnetic resonance imaging. Clinical, biochemical, molecular, and/or neuroimaging findings collectively support the diagnosis confirmation. The heterogeneous and overlapping clinical presentations of different leukodystrophies and non-diagnostic molecular testing pose a significant challenge to establishing a definitive diagnosis in these rare diseases. The Myelin Disorders Biorepository Project is an observational research program that aims to establish new tests to diagnose leukodystrophies and describe the natural history of these disorders. Ensuring an accurate diagnosis is critical to the goals of this project, and this paper aims to describe the rigorous diagnostic review and confirmation process which was developed. RESULTS: We present a diagnosis review process that contributes to an accurate diagnosis for participants enrolled in this study. Board-certified genetic counselors with expertise in these disorders audit medical records to carefully assess each enrolled participant's clinical, biochemical, and molecular features. A scale of diagnostic categories is assigned based on the record review, and a team of leukodystrophy physician experts consults for cases that require further characterization or clarification. CONCLUSIONS: This robust review process has resulted in a database of individuals with verified diagnoses that may be easily queried for inclusion in appropriate natural history studies and/or treatment trials. This is a model framework that may be adapted and implemented by other rare disease groups.

Orphanet Journal of Rare DiseasesVol. 21(1)
Kennedy Krieger Institute (US), Children's Hospital of Philadelphia (US), Children's National (US), Johns Hopkins University (US), Johns Hopkins Medicine (US), Children's Healthcare of Atlanta (US), Science History Institute (US), Ambry Genetics (United States) (US), University of Pennsylvania (US)
National Institutes of Health
Zero hunger
Openalex Percentile: Top 17%
Biological Research and Disease Studies
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