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March 01, 2022; 98 (9) Research ArticleOpen Access

Diagnosis of Genetic White Matter Disorders by Singleton Whole-Exome and Genome Sequencing Using Interactome-Driven Prioritization

Agatha Schlüter, View ORCID ProfileAgustí Rodríguez-Palmero, Edgard Verdura, Valentina Vélez-Santamaría, Montserrat Ruiz, Stéphane Fourcade, Laura Planas-Serra, Juan José Martínez, Cristina Guilera, Marisa Girós, Rafael Artuch, María Eugenia Yoldi, Mar O'Callaghan, View ORCID ProfileAngels García-Cazorla, Judith Armstrong, Itxaso Marti, Elisabet Mondragón Rezola, Claire Redin, Jean Louis Mandel, David Conejo, Concepción Sierra-Córcoles, Sergi Beltrán, Marta Gut, Elida Vázquez, Mireia del Toro, Mónica Troncoso, Luis A. Pérez-Jurado, Luis G. Gutiérrez-Solana, Adolfo López de Munain, Carlos Casasnovas, Sergio Aguilera-Albesa, Alfons Macaya, Aurora Pujol, on behalf of the GWMD working group
First published January 10, 2022, DOI: https://doi.org/10.1212/WNL.0000000000013278
Agatha Schlüter
From the Neurometabolic Diseases Laboratory (A.S., A.R.-P., E. Verdura, V.V.-S., M.R., S.F., L.P.-S., J.J.M., C.G., C.C., A.P.), Bellvitge Biomedical Research Institute (IDIBELL); Instituto de Salud Carlos III (ISCIII) (A.S., A.R.-P., E. Verdura, M.R., S.F., L.P.-S., J.J.M., C.G., R.A., M.O., A.G.-C., J.A., M.d.T., L.A.P.-J., A.M., A.P.) and Secció d'Errors Congènits del Metabolisme–IBC, Servei de Bioquímica i Genètica Molecular, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS) (M. Girós), Center for Biomedical Research on Rare Diseases (CIBERER); Pediatric Neurology Unit, Department of Pediatrics, Hospital Universitari Germans Trias i Pujol (A.R.-P.), and Pediatric Neurology Research Group, Vall d’Hebron Research Institute (A.M.), and Pediatric Neurology Department, Vall d'Hebron University Hospital (M.d.T., A.M.), Universitat Autònoma de Barcelona; Neuromuscular Unit, Neurology Department (V.V.-S., C.C.), Hospital Universitari de Bellvitge and Hospitalet de Llobregat, Universitat de Barcelona; Institut de Recerca Pediàtrica (R.A., M.O., A.G.-C.) and Molecular and Genetics Medicine Section (J.A.), Hospital Sant Joan de Déu (IRP-HSJD), Barcelona; Pediatric Neurology Unit, Department of Pediatrics (M.E.Y., S.A.-A.), Navarra Health Service, Navarrabiomed Research Foundation; Departments of Neuropediatrics (I.M.) and Neurology (E.M.R., A.L.d.M.), Hospital Universitario Donostia; Biodonostia Health Research Institute (Biodonostia HRI) (I.M., E.M.R., A.L.d.M.); University of the Basque Country (UPV-EHU) (I.M., A.L.d.M.), San Sebastian; Centro de Investigación Biomédica en Red para Enfermedades Neurodegenerativas (CIBERNED) (I.M., E.M.R., A.L.d.M.), Carlos III Health Institute, Madrid, Spain; Département de Médecine Translationnelle et Neurogénétique (C.R., J.L.M.), IGBMC, CNRS UMR 7104/INSERM U964/Université de Strasbourg, Illkirch; Laboratoire de Diagnostic Génétique (J.L.M.), Hôpitaux Universitaires de Strasbourg; Chaire de Génétique Humaine (J.L.M.), Collège de France, Illkirch; Complejo Asistencial Universitario de Burgos (D.C.); Department of Paediatric Neurology (C.S.-C.), Complejo Hospitalario Jaén; CNAG-CRG, Centre for Genomic Regulation (CRG) (S.B., M. Gut), Barcelona Institute of Science and Technology (BIST); Department of Pediatric Radiology (E. Vázquez), Hospital Materno-Infantil Vall d’Hebrón, Barcelona, Spain; Pediatric Neurology (M.T.), Hospital Clínico San Borja Arriarán, Central Campus Universidad de Chile; Genetics Service (L.A.P.-J.), Hospital del Mar Research Institute (IMIM); Department of Experimental and Health Sciences (L.A.P.-J.), Universitat Pompeu Fabra, Barcelona; Department of Paediatric Neurology (L.G.G.-S.), Children's University Hospital Niño Jesús, Madrid; and Catalan Institution of Research and Advanced Studies (ICREA) (A.P.), Barcelona, Spain.
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Agustí Rodríguez-Palmero
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Edgard Verdura
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Valentina Vélez-Santamaría
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Montserrat Ruiz
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Stéphane Fourcade
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Laura Planas-Serra
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Juan José Martínez
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Cristina Guilera
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Marisa Girós
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Rafael Artuch
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María Eugenia Yoldi
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Mar O'Callaghan
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Angels García-Cazorla
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Judith Armstrong
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Itxaso Marti
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Elisabet Mondragón Rezola
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Claire Redin
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Jean Louis Mandel
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David Conejo
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Concepción Sierra-Córcoles
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Sergi Beltrán
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Marta Gut
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Elida Vázquez
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Mireia del Toro
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Mónica Troncoso
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Luis A. Pérez-Jurado
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Luis G. Gutiérrez-Solana
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Adolfo López de Munain
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Carlos Casasnovas
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Sergio Aguilera-Albesa
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Alfons Macaya
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Aurora Pujol
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Diagnosis of Genetic White Matter Disorders by Singleton Whole-Exome and Genome Sequencing Using Interactome-Driven Prioritization
Agatha Schlüter, Agustí Rodríguez-Palmero, Edgard Verdura, Valentina Vélez-Santamaría, Montserrat Ruiz, Stéphane Fourcade, Laura Planas-Serra, Juan José Martínez, Cristina Guilera, Marisa Girós, Rafael Artuch, María Eugenia Yoldi, Mar O'Callaghan, Angels García-Cazorla, Judith Armstrong, Itxaso Marti, Elisabet Mondragón Rezola, Claire Redin, Jean Louis Mandel, David Conejo, Concepción Sierra-Córcoles, Sergi Beltrán, Marta Gut, Elida Vázquez, Mireia del Toro, Mónica Troncoso, Luis A. Pérez-Jurado, Luis G. Gutiérrez-Solana, Adolfo López de Munain, Carlos Casasnovas, Sergio Aguilera-Albesa, Alfons Macaya, Aurora Pujol, on behalf of the GWMD working group
Neurology Mar 2022, 98 (9) e912-e923; DOI: 10.1212/WNL.0000000000013278

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    Figure 1 Diagnostic Process Diagram and Diagnostic Yield

    (A) Number of cases included in the study and diagnostic process. (B) Global, whole-exome sequencing (WES), and whole-genome sequencing (WGS) diagnostic yield. (C) Percentage of diagnosis in the first WES analysis, obtained by WES reanalysis and by WGS. (D) Diagnostic percentage according to age.

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    Figure 2 MRI Findings in Patients With New/Atypical and Blended Phenotypes

    (A) LNF-48, 5 years. PARS2; p.Arg186Gly/p.Lys187Arg (COMP HTZ). Periatrial white matter (WM) hyperintensity (red arrows) with frontal-parietal atrophy, ventriculomegaly, and thin corpus callosum (arrowheads) (axial T2 fluid-attenuated inversion recovery [FLAIR], sagittal T1-weighted images). (B) LNF-29, 10 months. PNPT1; p.Ala507Ser (HMZ). Bilateral periatrial and temporal anterior subcortical WM hyperintensities (red arrows) with temporal cystic lesions (arrowheads) (axial T2 and coronal T2 FLAIR-weighted images). (C) LNF-47, 2 years. POLR3A; c.1771-7C > G/p.Leu1129 (COMP HTZ). Optic radiation mild WM hyperintensity (red arrows), striatal atrophy and hyperintensity (arrowheads), and superior cerebellar peduncles hyperintense signal (asterisks) (axial T2 images). (D) LNF-85, 48 years. PSEN1; p.Thr350Ile (HTZ). MRI showed diffuse WM hyperintensities (red arrows) with corpus callosum and cortical atrophy (arrowheads) (axial T2 and sagittal T1 FLAIR images). (E) LNF-88, 13 years. GFPT1; p.Asp296Val (HMZ). Axial T2 hyperintensities involving deep cerebral WM (red arrows), cerebellar peduncles (white arrows), and middle blade of corpus callosum (arrowheads), sparing subcortical WM (axial T2 and sagittal T1-weighted images). (F) LNF-114, 5 months. SCN8A; p.Val409Met (HTZ). Important myelination delay, thin corpus callosum and signs of cerebral and cerebellar atrophy (axial and sagittal T1-weighted images). (G) SPG-25, 44 years. SOX10; p.Tyr83Asp (HTZ). Periventricular WM signal abnormality, sparing U fibers (red arrows), and thin isthmus of the corpus callosum (arrowhead) (axial T2-FLAIR and sagittal T1 weighted images). (H) LNF-40.0, 13 years. CYP2U1; p.Arg178Thr (HMZ) and LNF-40.4, 15 years. PAH; p.Thr380Met (HMZ). Periventricular WM hyperintensities (red arrows) (axial T2 weighted images). (I) LNF-56, 15 years. POLR3A; p.Cys724Tyr/p.Pro705Ala (COMP HTZ) and CACNA1A; p.Tyr546Ter (HTZ). Periventricular symmetric heterogeneous WM hyperintensities (red arrows) and hypointensity in globus pallidus (arrowheads), thalamic anterolateral nuclei (asterisks), optic radiations, and pyramidal tracts, with mild atrophy of the cerebellar superior vermis (white arrow) (axial T2 and sagittal T1-weighted images). (J) LNF-89.3, 15 years. CP; p.Gly868GlufsTer26 (HMZ)/NDUFS1; p.Ser701Asn (HTZ). Periventricular symmetric T2 hyperintensity with cystic degeneration and pyramidal tract involvement (red arrows) and corpus callosum atrophy. Accumulation of paramagnetic material in the substantia nigra (asterisks) (axial T2-FLAIR and axial susceptibility-weighted imaging).

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    Figure 3 MRI of Selected Cases With Variants in Hereditary Spastic Paraparesis Genes and White Matter Involvement

    T2 hyperintensity in the bilateral periventricular white matter. (A, D) Axial T2 images. (B, C) Axial T2 fluid-attenuated inversion recovery images.

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    Figure 4 GWMD Expanded Interactome

    (A) The genetic white matter disorder (GWMD) seeds + expanded network was generated by the network prioritization tool, resulting in 1,530 proteins. The seed genes known to be mutated in GWMD are shown in yellow circles, disease genes not previously associated with GWMD are shown in green, and new GWMD candidates are shown in blue. Comparison of statistical connectivity strength of the GWMD expanded network with 1,000 permutations of randomly selected proteins from the global human network. Red dots denote the value of the metric on the GWMD expanded network constituted by 1,530 proteins. Box and whisker plots denote matched null distributions (i.e., 1,000 permutations). (D, left) Within-group edge count (i.e., number of edges between members of the query set). (D, right) distance is the average path length in the network obtained by calculating the shortest paths between all pairs of proteins. (B–E) Zoom in the network for specific putative candidates as illustrative example of the GWMD expanded network potentiality. (B) Delta 4-desaturase, sphingolipid 1 (DEGS1); (C) phosphatidylinositol 4-kinase alpha (PI4KA); (D) mitochondrial ribosome-associated GTPase 1 (MTG1); and (E) potassium voltage-gated channel subfamily A regulatory beta subunit 2 (KCNAB2) protein. *Recently associated with leukodystrophy. White matter expanded network available in NDEx repository at public.ndexbio.org/#/network/fd5fc166-9ecc-11eb-9e72-0ac135e8bacf?accesskey=a75ac048b59aca2c9310c04a6f1d96ea34052231d9204f284c5e1d420fc2ca26

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