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1.
Muscle Nerve ; 65(5): 560-567, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35179228

RESUMO

INTRODUCTION/AIMS: Myotonic dystrophy type 1 (DM1) is known to affect cognitive function, but the best methods to assess central nervous system involvement in multicenter studies have not been determined. In this study our primary aim was to evaluate the potential of computerized cognitive tests to assess cognition in DM1. METHODS: We conducted a prospective, longitudinal, observational study of 113 adults with DM1 at six sites. Psychomotor speed, attention, working memory, and executive functioning were assessed at baseline, 3 months, and 12 months using computerized cognitive tests. Results were compared with assessments of muscle function and patient reported outcomes (PROs), including the Myotonic Dystrophy Health Index (MDHI) and the 5-dimension EuroQol (EQ-5D-5L) questionnaire. RESULTS: Based on intraclass correlation coefficients, computerized cognitive tests had moderate to good reliability for psychomotor speed (0.76), attention (0.82), working memory speed (0.79), working memory accuracy (0.65), and executive functioning (0.87). Performance at baseline was lowest for working memory accuracy (P < .0001). Executive function performance improved from baseline to 3 months (P < .0001), without further changes over 1 year. There was a moderate correlation between poorer executive function and larger CTG repeat size (r = -0.433). There were some weak associations between PROs and cognitive performance. DISCUSSION: Computerized tests of cognition are feasible in multicenter studies of DM1. Poor performance was exhibited in working memory, which may be a useful variable in clinical trials. Learning effects may have contributed to the improvement in executive functioning. The relationship between PROs and cognitive impairment in DM1 requires further study.


Assuntos
Distrofia Miotônica , Adulto , Cognição , Computadores , Humanos , Estudos Longitudinais , Distrofia Miotônica/complicações , Distrofia Miotônica/diagnóstico , Estudos Prospectivos , Reprodutibilidade dos Testes
2.
Muscle Nerve ; 59(4): 457-464, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30677147

RESUMO

INTRODUCTION: Myotonic dystrophy (DM) is a chronic, multisystemic, neurological condition. Patients and caregivers are uniquely suited to identify what symptoms are most important and highlight the unmet needs that are most relevant to DM. METHODS: We conducted a North American, cross-sectional study of people with DM type-1, congenital DM, and DM type-2 and their family members. We sent patients and caregivers separate surveys to identify and quantitate the issues of greatest importance, examine the differences between groups, and identify the most important challenges experienced by this population. RESULTS: 1,180 people with DM and 402 family members/caregivers responded to the surveys. They reported considerable physical and cognitive symptoms, extensive diagnostic delays, and varying clinical phenotypes on the basis of DM type. DISCUSSION: Marked disease burden and numerous unmet needs exist in DM. These needs vary based on DM type and highlight the complex clinical phenotypes of these neurological disorders. Muscle Nerve 59:457-464, 2019.


Assuntos
Distrofia Miotônica/psicologia , Distrofia Miotônica/terapia , Atividades Cotidianas , Adolescente , Adulto , Cuidadores , Transtornos Cognitivos/etiologia , Transtornos Cognitivos/psicologia , Efeitos Psicossociais da Doença , Estudos Transversais , Diagnóstico Tardio , Emprego , Família , Feminino , Humanos , Renda , Masculino , Pessoa de Meia-Idade , Distrofia Miotônica/epidemiologia , América do Norte/epidemiologia , Prevalência , Fatores Socioeconômicos , Inquéritos e Questionários , Adulto Jovem
3.
J Clin Med ; 12(20)2023 Oct 23.
Artigo em Inglês | MEDLINE | ID: mdl-37892834

RESUMO

Disease-modifying treatments have transformed the natural history of spinal muscular atrophy (SMA), but the cellular pathways altered by SMN restoration remain undefined and biomarkers cannot yet precisely predict treatment response. We performed an exploratory cerebrospinal fluid (CSF) proteomic study in a diverse sample of SMA patients treated with nusinersen to elucidate therapeutic pathways and identify predictors of motor improvement. Proteomic analyses were performed on CSF samples collected before treatment (T0) and at 6 months (T6) using an Olink panel to quantify 1113 peptides. A supervised machine learning approach was used to identify proteins that discriminated patients who improved functionally from those who did not after 2 years of treatment. A total of 49 SMA patients were included (10 type 1, 18 type 2, and 21 type 3), ranging in age from 3 months to 65 years. Most proteins showed a decrease in CSF concentration at T6. The machine learning algorithm identified ARSB, ENTPD2, NEFL, and IFI30 as the proteins most predictive of improvement. The machine learning model was able to predict motor improvement at 2 years with 79.6% accuracy. The results highlight the potential application of CSF biomarkers to predict motor improvement following SMA treatment. Validation in larger datasets is needed.

4.
Annu Int Conf IEEE Eng Med Biol Soc ; 2022: 4377-4382, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-36086274

RESUMO

The myotonic dystrophies (DM1 and DM2) are dominantly inherited disorders that cause pathological changes throughout the body. Many individuals with DM experience cognitive, behavioral and other functional central nervous system effects that impact their quality of life. The extent of psychological impairment that will develop in each patient is variable and unpredictable. Hence, it is difficult to get strong supervision information like fully ground truth labels for all cognitive involvement patterns. This study is to assess cognitive involvement among healthy controls and patients with DM. The DM cognitive impairment pattern observation is modeled in a weakly supervised setting and supervision information is used to transform the input feature space to a more discriminative representation suitable for pattern observation. This study incorporated results from 59 adults with DM and 92 control subjects. The developed system categorized the neuropsychological testing data into five cognitive clusters. The quality of the obtained clustering solution was assessed using an internal validity metric. The experimental results show that the proposed algorithm can discover interesting patterns and useful information from neuropsychological data, which will be be crucial in planning clinical trials and monitoring clinical performance. The proposed system resulted in an average classification accuracy of 88%, which is very promising considering the unique challenges present in this population.


Assuntos
Disfunção Cognitiva , Distrofia Miotônica , Adulto , Análise por Conglomerados , Disfunção Cognitiva/diagnóstico , Humanos , Distrofia Miotônica/diagnóstico , Distrofia Miotônica/patologia , Testes Neuropsicológicos , Qualidade de Vida
5.
PLoS Genet ; 4(11): e1000257, 2008 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-19008940

RESUMO

At least 25 inherited disorders in humans result from microsatellite repeat expansion. Dramatic variation in repeat instability occurs at different disease loci and between different tissues; however, cis-elements and trans-factors regulating the instability process remain undefined. Genomic fragments from the human spinocerebellar ataxia type 7 (SCA7) locus, containing a highly unstable CAG tract, were previously introduced into mice to localize cis-acting "instability elements," and revealed that genomic context is required for repeat instability. The critical instability-inducing region contained binding sites for CTCF -- a regulatory factor implicated in genomic imprinting, chromatin remodeling, and DNA conformation change. To evaluate the role of CTCF in repeat instability, we derived transgenic mice carrying SCA7 genomic fragments with CTCF binding-site mutations. We found that CTCF binding-site mutation promotes triplet repeat instability both in the germ line and in somatic tissues, and that CpG methylation of CTCF binding sites can further destabilize triplet repeat expansions. As CTCF binding sites are associated with a number of highly unstable repeat loci, our findings suggest a novel basis for demarcation and regulation of mutational hot spots and implicate CTCF in the modulation of genetic repeat instability.


Assuntos
Proteínas de Ligação a DNA/metabolismo , Epigênese Genética , Instabilidade Genômica , Mutação , Sequências Reguladoras de Ácido Nucleico , Proteínas Repressoras/metabolismo , Ataxias Espinocerebelares/genética , Expansão das Repetições de Trinucleotídeos , Animais , Ataxina-7 , Sítios de Ligação , Fator de Ligação a CCCTC , Metilação de DNA , Proteínas de Ligação a DNA/genética , Feminino , Humanos , Masculino , Camundongos , Camundongos Endogâmicos C3H , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Proteínas do Tecido Nervoso/genética , Proteínas do Tecido Nervoso/metabolismo , Proteínas Repressoras/genética
6.
Cell Rep ; 34(3): 108634, 2021 01 19.
Artigo em Inglês | MEDLINE | ID: mdl-33472074

RESUMO

Myotonic dystrophy (DM) is caused by expanded CTG/CCTG repeats, causing symptoms in skeletal muscle, heart, and central nervous system (CNS). CNS issues are debilitating and include hypersomnolence, executive dysfunction, white matter atrophy, and neurofibrillary tangles. Here, we generate RNA-seq transcriptomes from DM and unaffected frontal cortex and identify 130 high-confidence splicing changes, most occurring only in cortex, not skeletal muscle or heart. Mis-spliced exons occur in neurotransmitter receptors, ion channels, and synaptic scaffolds, and GRIP1 mis-splicing modulates kinesin association. Optical mapping of expanded CTG repeats reveals extreme mosaicism, with some alleles showing >1,000 CTGs. Mis-splicing severity correlates with CTG repeat length across individuals. Upregulated genes tend to be microglial and endothelial, suggesting neuroinflammation, and downregulated genes tend to be neuronal. Many gene expression changes strongly correlate with mis-splicing, suggesting candidate biomarkers of disease. These findings provide a framework for mechanistic and therapeutic studies of the DM CNS.


Assuntos
Lobo Frontal/fisiopatologia , Distrofia Miotônica/genética , Transcriptoma/genética , Humanos
7.
Neurol Clin Pract ; 11(3): e317-e327, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-34476123

RESUMO

OBJECTIVE: To determine changes in motor and respiratory function after treatment with nusinersen in adults with spinal muscular atrophy (SMA) during the first two years of commercial availability in the USA. METHODS: Data were collected prospectively on adult (age >17 years at treatment initiation) SMA participants in the Pediatric Neuromuscular Clinical Research (PNCR) Network. Baseline assessments of SMA outcomes including the Expanded Hammersmith Functional Rating Scale (HFMSE), Revised Upper Limb Module (RULM), and 6-Minute Walk Test (6MWT) occurred <5 months before treatment, and post-treatment assessments were made up to 24 months after nusinersen initation. Patient-reported experiences, safety laboratory tests and adverse events were monitored. The mean annual rate of change over time was determined for outcome measures using linear mixed effects models. RESULTS: Forty-two adult SMA participants (mean age: 34 years, range 17-66) receiving nusinersen for a mean of 12.5 months (range 3-24 months) were assessed. Several motor and respiratory measures showed improvement distinct from the progressive decline typically seen in untreated adults. Participants also reported qualitative improvements including muscle strength, stamina, breathing and bulbar related outcomes. All participants tolerated nusinersen with normal surveillance labs and no significant adverse events. CONCLUSIONS: Trends of improvement emerged in functional motor, patient-reported, and respiratory measures, suggesting nusinersen may be efficacious in adults with SMA. Larger well-controlled studies and additional outcome measures are needed to firmly establish the efficacy of nusinersen in adults with SMA. CLASSIFICATION OF EVIDENCE: This study provides Class IV evidence regarding nusinersen tolerability and efficacy based on reported side effects and pulmonary and physical therapy assessments in an adult SMA cohort.

8.
Annu Int Conf IEEE Eng Med Biol Soc ; 2020: 1714-1717, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-33018327

RESUMO

Myotonic dystrophies (DM) are neuromuscular conditions that cause widespread effects throughout the body. There are brain white matter changes on MRI in patients with DM that correlate with neuropsychological functional changes. How these brain alterations causally relate to the presence and severity of cognitive symptoms remains largely unknown. Deep neural networks have significantly improved the performance of image classification of huge datasets. However, its application in brain imaging is limited and not well described, due to the scarcity of labeled training data. In this work, we propose an approach for the diagnosis of DM based on a spatio-temporal deep learning paradigm. The obtained accuracy (73.71%) and sensitivities and specificities showed that the implemented approach based on 4-D convolutional neural networks leads to a compact, discriminative, and fast computing DM-based clinical medical decision support system.Clinical relevance- Many adults with DM experience cognitive and neurological effects impacting their quality of life, and ability to maintain employment. A robust and reliable DM-based clinical decision support system may help reduce the long diagnostic delay common to DM. Furthermore, it can help neurologists better understand the pathophysiology of the disease and analyze effects of new drugs that aim to address the neurological symptoms of DM.


Assuntos
Distrofia Miotônica , Adulto , Diagnóstico Tardio , Humanos , Imageamento por Ressonância Magnética , Distrofia Miotônica/diagnóstico por imagem , Redes Neurais de Computação , Qualidade de Vida
9.
J Clin Sleep Med ; 14(2): 229-235, 2018 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-29394960

RESUMO

STUDY OBJECTIVES: Myotonic dystrophy type 1 (DM1) is a multisystemic disorder that involves the central nervous system (CNS). Individuals with DM1 commonly present with sleep dysregulation, including excessive daytime sleepiness and sleep-disordered breathing. We aim to characterize electroencephalogram (EEG) power spectra from nocturnal polysomnography (PSG) in patients with DM1 compared to matched controls to better understand the potential CNS sleep dysfunction in DM1. METHODS: A retrospective, case-control (1:2) chart review of patients with DM1 (n = 18) and matched controls (n = 36) referred for clinical PSG at the Stanford Sleep Center was performed. Controls were matched based on age, sex, apnea-hypopnea index (AHI), body mass index (BMI), and Epworth Sleepiness Scale (ESS). Sleep stage and respiratory metrics for the two groups were compared. Power spectral analysis of the EEG C3-M2 signal was performed using the fast Fourier transformation. RESULTS: Patients with DM1 had significantly increased theta percent power in stage N2 sleep compared to matched controls. Theta/beta and theta/alpha percent power spectral ratios were found to be significantly increased in stage N2, N3, all sleep stages combined, and all wake periods combined in patients with DM1 compared to controls. A significantly lower nadir O2 saturation was also found in patients with DM1 versus controls. CONCLUSIONS: Compared to matched controls, patients with DM1 had increased EEG theta spectral power. Increased theta/beta and theta/alpha power spectral ratios in nocturnal PSG may reflect DM1 pathology in the CNS.


Assuntos
Distrofia Miotônica/fisiopatologia , Sono/fisiologia , Ritmo Teta , Adulto , Estudos de Casos e Controles , Feminino , Humanos , Masculino , Polissonografia , Estudos Retrospectivos , Fases do Sono/fisiologia , Ritmo Teta/fisiologia
10.
J Neuromuscul Dis ; 2(4): 447-452, 2015 Oct 07.
Artigo em Inglês | MEDLINE | ID: mdl-27858748

RESUMO

BACKGROUND: The rate of symptom progression during pregnancy in myotonic dystrophy (DM) is not currently known. Further, there is little data regarding the rate of pregnancy complications and neonatal outcomes in DM. OBJECTIVE: This study assesses symptom progression and complication rates during pregnancy in women with DM. METHODS: DM women completed surveys regarding their prior pregnancies. Participants identified complications during their pregnancies and completed the Myotonic Dystrophy Health Index-Short Form (MDHI-SF) to measure their disease burden and identify the severity of select symptoms six-months prior to, during, and six-months after their first pregnancy. RESULTS: 152 women with DM reported on 375 pregnancies. Among these pregnancies, there was a 32.5% miscarriage rate. Some complications were common including: pre-term labor (27.8%), pre-eclampsia (10.4%), and peripartum hemorrhage (13.9%). Participants' perception of their mobility and ability to perform activities, as measured by the MDHI-SF, worsened during pregnancy and did not recover during the post-partum period. DISCUSSION: Miscarriage, maternal disease progression during pregnancy, and other pregnancy related complications may occur in DM. Women with DM should be counseled on these potential risks prior to considering pregnancy.

11.
Nat Struct Mol Biol ; 17(9): 1079-87, 2010 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-20711191

RESUMO

Myotonic dystrophy, caused by DM1 CTG/CAG repeat expansions, shows varying instability levels between tissues and across ages within patients. We determined DNA replication profiles at the DM1 locus in patient fibroblasts and tissues from DM1 transgenic mice of various ages showing different instability. In patient cells, the repeat is flanked by two replication origins demarcated by CTCF sites, with replication diminished at the expansion. In mice, the expansion replicated from only the downstream origin (CAG as lagging template). In testes from mice of three different ages, replication toward the repeat paused at the earliest age and was relieved at later ages-coinciding with increased instability. Brain, pancreas and thymus replication varied with CpG methylation at DM1 CTCF sites. CTCF sites between progressing forks and repeats reduced replication depending on chromatin. Thus, varying replication progression may affect tissue- and age-specific repeat instability.


Assuntos
Envelhecimento , Replicação do DNA , DNA/metabolismo , Distrofia Miotônica/genética , Distrofia Miotônica/metabolismo , Animais , Sítios de Ligação , Fator de Ligação a CCCTC , Cromossomos Humanos Par 19 , Ilhas de CpG , Metilação de DNA , Loci Gênicos , Humanos , Camundongos , Camundongos Transgênicos , Especificidade de Órgãos , Proteínas Repressoras/metabolismo
12.
Gene ; 434(1-2): 29-34, 2009 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-19171184

RESUMO

Nucleosome packaging influences many aspects of DNA metabolism such as replication, repair and transcription, and via this link likely has further downstream effects on genome stability. The instability and expansion of repetitive sequences is associated with at least 42 human diseases, yet the molecular conditions contributing to repeat instability have remained largely undetermined. Previously we showed strong nucleosome formation on CAG repeats associated with spinocerebellar ataxia type 1 and very weak formation on CGG repeats associated with fragile X syndrome, and that interruption of these repeat tracts made the DNA behave more like random sequences. In this study, we determined nucleosome formation on pure and interrupted ATTCT pentanucleotides associated with spinocerebellar ataxia type 10 (SCA10). We report strong nucleosome formation on ATTCT repeats, like CAG tracts. Surprisingly, in contrast to the effect of interruptions on other repeat sequences, interruptions in the expanded ATTCT tracts further strengthened assembly with hyperacetylated histones under physiological conditions with NAP-1. These differences may contribute to phenotypic variation seen between families having pure and interrupted SCA10 repeats, as well as the overall genetic instability at the SCA10 locus.


Assuntos
Proteínas do Tecido Nervoso/genética , Nucleossomos/genética , Sequências Repetitivas de Ácido Nucleico/genética , Ataxias Espinocerebelares/genética , Acetilação , Ataxina-10 , Sequência de Bases , Posicionamento Cromossômico , Genoma Humano/genética , Humanos , Proteínas de Membrana/genética , Dados de Sequência Molecular
13.
J Biol Chem ; 280(6): 4498-503, 2005 Feb 11.
Artigo em Inglês | MEDLINE | ID: mdl-15574425

RESUMO

Nucleosome packaging regulates many aspects of DNA metabolism and is thought to mediate genetic instability and transcription of expanded trinucleotide repeats. Both instability and transcription are sensitive to repeat length, tract purity, and CpG methylation. CAT or AGG interruptions within the (CAG)n or (CGG)n tracts of spinocerebellar ataxia, type 1 or fragile X syndrome, respectively, confer increased genetic stability to the repeats. We report the formation of nucleosomes on sequences containing pure and interrupted (CAG)n and (CGG)n repeats having lengths above and below the genetic stability thresholds. Increased lengths of pure repeats led to increased and decreased propensities for nucleosome assembly on the (CAG)n and (CGG)n repeats, respectively. CpG methylation of the CGG repeat further reduced assembly. CAT interruptions in (CAG)n tracts decreased nucleosome assembly. In contrast, AGG interruptions in (CGG)n tracts did not affect assembly by hypoacetylated histones. The latter observation was unaltered by CpG methylation of the repeats. However, nucleosome assembly by hyperacetylated histones on interrupted CGG tracts was increased relative to pure tracts and this effect was abolished by CpG methylation. Thus, CAT or AGG interruptions can modulate the ability of (CAG)n and (CGG) tracts to assemble into chromatin and the effect of the AGG interruptions is dependent upon both the methylation status of the DNA and the acetylation status of the histones. Compared with the genetically unstable pure repeats, both interruptions permit a propensity of nucleosome assembly closer to that of random (genetically stable) sequences, suggesting an association of nucleosome assembly of trinucleotide repeats and genetic instability.


Assuntos
Ilhas de CpG , Metilação de DNA , Ligação Competitiva , Clonagem Molecular , DNA/metabolismo , Síndrome do Cromossomo X Frágil/genética , Células HeLa , Histonas/metabolismo , Humanos , Modelos Genéticos , Nucleossomos/metabolismo , Expansão das Repetições de Trinucleotídeos
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