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1.
Brain ; 146(12): 4880-4890, 2023 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-37769650

RESUMEN

Congenital insensitivity to pain (CIP) and hereditary sensory and autonomic neuropathies (HSAN) are clinically and genetically heterogeneous disorders exclusively or predominantly affecting the sensory and autonomic neurons. Due to the rarity of the diseases and findings based mainly on single case reports or small case series, knowledge about these disorders is limited. Here, we describe the molecular workup of a large international cohort of CIP/HSAN patients including patients from normally under-represented countries. We identify 80 previously unreported pathogenic or likely pathogenic variants in a total of 73 families in the >20 known CIP/HSAN-associated genes. The data expand the spectrum of disease-relevant alterations in CIP/HSAN, including novel variants in previously rarely recognized entities such as ATL3-, FLVCR1- and NGF-associated neuropathies and previously under-recognized mutation types such as larger deletions. In silico predictions, heterologous expression studies, segregation analyses and metabolic tests helped to overcome limitations of current variant classification schemes that often fail to categorize a variant as disease-related or benign. The study sheds light on the genetic causes and disease-relevant changes within individual genes in CIP/HSAN. This is becoming increasingly important with emerging clinical trials investigating subtype or gene-specific treatment strategies.


Asunto(s)
Neuropatías Hereditarias Sensoriales y Autónomas , Insensibilidad Congénita al Dolor , Humanos , Insensibilidad Congénita al Dolor/genética , Neuropatías Hereditarias Sensoriales y Autónomas/genética , Mutación/genética
2.
Bioinformatics ; 36(22-23): 5291-5298, 2021 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-33325516

RESUMEN

MOTIVATION: Current state-of-the-art tools for the de novo annotation of genes in eukaryotic genomes have to be specifically fitted for each species and still often produce annotations that can be improved much further. The fundamental algorithmic architecture for these tools has remained largely unchanged for about two decades, limiting learning capabilities. Here, we set out to improve the cross-species annotation of genes from DNA sequence alone with the help of deep learning. The goal is to eliminate the dependency on a closely related gene model while also improving the predictive quality in general with a fundamentally new architecture. RESULTS: We present Helixer, a framework for the development and usage of a cross-species deep learning model that improves significantly on performance and generalizability when compared to more traditional methods. We evaluate our approach by building a single vertebrate model for the base-wise annotation of 186 animal genomes and a separate land plant model for 51 plant genomes. Our predictions are shown to be much less sensitive to the length of the genome than those of a current state-of-the-art tool. We also present two novel post-processing techniques that each worked to further strengthen our annotations and show in-depth results of an RNA-Seq based comparison of our predictions. Our method does not yet produce comprehensive gene models but rather outputs base pair wise probabilities. AVAILABILITY AND IMPLEMENTATION: The source code of this work is available at https://github.com/weberlab-hhu/Helixer under the GNU General Public License v3.0. The trained models are available at https://doi.org/10.5281/zenodo.3974409. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.

3.
Clin Genet ; 98(4): 408-412, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-32720325

RESUMEN

De novo pathogenic variants in CNOT3 have recently been reported in a developmental delay disorder (intellectual developmental disorder with speech delay, autism, and dysmorphic facies [IDDSADF, OMIM: #618672]). The patients present with a variable degree of developmental delay and behavioral problems. To date, all reported disease-causing variants occurred de novo and no parent-child transmission was observed. We report for the first time autosomal dominant transmissions of the CNOT3-associated developmental disorder in two unrelated families. The clinical characteristics in our patients match the IDDSADF features reported so far and suggest substantial variability of the phenotype within the same family.


Asunto(s)
Trastorno Autístico/genética , Discapacidad Intelectual/genética , Trastornos del Desarrollo del Lenguaje/genética , Factores de Transcripción/genética , Adolescente , Adulto , Trastorno Autístico/complicaciones , Trastorno Autístico/diagnóstico , Trastorno Autístico/diagnóstico por imagen , Niño , Preescolar , Facies , Femenino , Predisposición Genética a la Enfermedad , Humanos , Discapacidad Intelectual/complicaciones , Discapacidad Intelectual/diagnóstico , Discapacidad Intelectual/diagnóstico por imagen , Trastornos del Desarrollo del Lenguaje/complicaciones , Trastornos del Desarrollo del Lenguaje/diagnóstico , Trastornos del Desarrollo del Lenguaje/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Fenotipo , Secuenciación del Exoma , Adulto Joven
4.
Clin Epigenetics ; 15(1): 35, 2023 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-36859312

RESUMEN

BACKGROUND: Imprinting disorders (ImpDis) comprise diseases which are caused by aberrant regulation of monoallelically and parent-of-origin-dependent expressed genes. A characteristic molecular change in ImpDis patients is aberrant methylation signatures at disease-specific loci, without an obvious DNA change at the specific differentially methylated region (DMR). However, there is a growing number of reports on multilocus imprinting disturbances (MLIDs), i.e. aberrant methylation at different DMRs in the same patient. These MLIDs account for a significant number of patients with specific ImpDis, and several reports indicate a central role of pathogenic maternal effect variants in their aetiology by affecting the maturation of the oocyte and the early embryo. Though several studies on the prevalence and the molecular causes of MLID have been conducted, homogeneous datasets comprising both genomic and methylation data are still lacking. RESULTS: Based on a cohort of 36 MLID patients, we here present both methylation data obtained from next-generation sequencing (NGS, ImprintSeq) approaches and whole-exome sequencing (WES). The compilation of methylation data did not reveal a disease-specific MLID episignature, and a predisposition for the phenotypic modification was not obvious as well. In fact, this lack of epigenotype-phenotype correlation might be related to the mosaic distribution of imprinting defects and their functional relevance in specific tissues. CONCLUSIONS: Due to the higher sensitivity of NGS-based approaches, we suggest that ImprintSeq might be offered at reference centres in case of ImpDis patients with unusual phenotypes but MLID negative by conventional tests. By WES, additional MLID causes than the already known maternal effect variants could not be identified, neither in the patients nor in the maternal exomes. In cases with negative WES results, it is currently unclear to what extent either environmental factors or undetected genetic variants contribute to MLID.


Asunto(s)
Metilación de ADN , Genómica , Genotipo , Secuenciación de Nucleótidos de Alto Rendimiento
5.
Mol Syndromol ; 13(5): 402-408, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-36588761

RESUMEN

Introduction: Mosaic variegated aneuploidy syndrome 2 (MVA2) and Noonan syndrome (NS) are 2 genetic disorders with overlapping clinical features, including intrauterine growth retardation, dysmorphic features, and heart defects. Whereas NS is a well-known congenital entity, MVA2 is rare, and only a few cases have been reported in the literature. Case Presentation: We report on the molecular findings in 3 patients with short stature phenotypes from the same family. By considering the clinical overlap between the patients, a common cause for the small stature was assumed in the beginning, but by whole exome analysis (WES) it turned out that the phenotypes were caused by different pathogenic variants in CEP57 and PTPN11, respectively. As a result, both MVA2 and NS occurred in the same family. Conclusion: As our example shows, the parallel occurrence of pathogenic alterations in different genes in the same family constitutes a challenge for the interpretation of WES data and has to be considered. The diagnostic workup illustrates the need for a careful anamnesis and molecular documentation in affected and healthy family members. The knowledge on the different molecular causes underlying the features of the affected family members is the basis for personalised therapeutic managements and can avoid unnecessary burden and even contraindicated therapies; while in patients with NS carrying PTPN11 variants growth hormone treatment leads to height increase, patients with MVA2 carrying CEP57 probably do not benefit from it.

6.
Orphanet J Rare Dis ; 16(1): 42, 2021 01 22.
Artículo en Inglés | MEDLINE | ID: mdl-33482836

RESUMEN

BACKGROUND: Silver-Russell syndrome (SRS) is an imprinting disorder which is characterised by severe primordial growth retardation, relative macrocephaly and a typical facial gestalt. The clinical heterogeneity of SRS is reflected by a broad spectrum of molecular changes with hypomethylation in 11p15 and maternal uniparental disomy of chromosome 7 (upd(7)mat) as the most frequent findings. Monogenetic causes are rare, but a clinical overlap with numerous other disorders has been reported. However, a comprehensive overview on the contribution of mutations in differential diagnostic genes to phenotypes reminiscent to SRS is missing due to the lack of appropriate tests. With the implementation of next generation sequencing (NGS) tools this limitation can now be circumvented. MAIN BODY: We analysed 75 patients referred for molecular testing for SRS by a NGS-based multigene panel, whole exome sequencing (WES), and trio-based WES. In 21/75 patients a disease-causing variant could be identified among them variants in known SRS genes (IGF2, PLAG1, HMGA2). Several patients carried variants in genes which have not yet been considered as differential diagnoses of SRS. CONCLUSIONS: WES approaches significantly increase the diagnostic yield in patients referred for SRS testing. Several of the identified monogenetic disorders have a major impact on clinical management and genetic counseling.


Asunto(s)
Síndrome de Silver-Russell , Metilación de ADN , Humanos , Técnicas de Diagnóstico Molecular , Fenotipo , Síndrome de Silver-Russell/diagnóstico , Síndrome de Silver-Russell/genética , Disomía Uniparental , Secuenciación del Exoma
7.
Eur J Med Genet ; 63(12): 104077, 2020 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-33010492

RESUMEN

Temple Syndrome (TS14) is an imprinting disorder caused by molecular disruptions of the imprinted region in 14q32 (MEG3:TSS-DMR). The frequency of the three known TS14 subtypes (deletions, maternal uniparental disomy (upd(14)mat), loss of methylation (LOM)) is currently in discussion, and within the LOM group, the occurrence of Multilocus Imprinting Disturbances (MLID) has been identified. We present 16 TS14 patients with molecular alterations affecting the MEG3:TSS-DMR, comprising seven patients (43.8%) with LOM, six carriers with upd(14)mat (37.5%), and three cases (18.8%) with a deletion affecting the paternal MEG3:TSS-DMR. We did not find any evidence for MLID in the LOM group, including two cases in which different tissues were available. Whole exome sequencing (WES) in the MEG3:TSS-DMR LOM patients and their parents (Trio WES) did not reveal an obvious pathogenic variant which might cause aberrant methylation at imprinted loci. By summarizing our data with those from the literature, we could show that MLID affecting clinically relevant imprinted loci is rare in TS14 and therefore differs markedly from other imprinting disorders associated with MLID, e.g. Silver-Russell syndrome (SRS) and Beckwith-Wiedemann syndrome (BWS). However, consistent with the clinical overlap with TS14, in SRS patients carrying MLID the MEG3:TSS-DMR is frequently affected. Variants in the known candidate genes for maternal effect variants causing MLID and fetal MLID determinants could not be identified in TS14 patients. Thus, 14q32 epimutations probably have other molecular causes than epimutations in BWS or SRS patients.


Asunto(s)
Trastornos de los Cromosomas/genética , Cromosomas Humanos Par 14/genética , Impresión Genómica , Mutación , Trastornos de los Cromosomas/patología , Metilación de ADN , Humanos , Herencia Paterna , Linaje , Fenotipo
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