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1.
Brain ; 146(10): 4336-4349, 2023 10 03.
Artigo em Inglês | MEDLINE | ID: mdl-37284795

RESUMO

Charcot-Marie-Tooth disease (CMT) due to GJB1 variants (CMTX1) is the second most common form of CMT. It is an X-linked disorder characterized by progressive sensory and motor neuropathy with males affected more severely than females. Many reported GJB1 variants remain classified as variants of uncertain significance (VUS). In this large, international, multicentre study we prospectively collected demographic, clinical and genetic data on patients with CMT associated with GJB1 variants. Pathogenicity for each variant was defined using adapted American College of Medical Genetics criteria. Baseline and longitudinal analyses were conducted to study genotype-phenotype correlations, to calculate longitudinal change using the CMT Examination Score (CMTES), to compare males versus females, and pathogenic/likely pathogenic (P/LP) variants versus VUS. We present 387 patients from 295 families harbouring 154 variants in GJB1. Of these, 319 patients (82.4%) were deemed to have P/LP variants, 65 had VUS (16.8%) and three benign variants (0.8%; excluded from analysis); an increased proportion of patients with P/LP variants compared with using ClinVar's classification (74.6%). Male patients (166/319, 52.0%, P/LP only) were more severely affected at baseline. Baseline measures in patients with P/LP variants and VUS showed no significant differences, and regression analysis suggested the disease groups were near identical at baseline. Genotype-phenotype analysis suggested c.-17G>A produces the most severe phenotype of the five most common variants, and missense variants in the intracellular domain are less severe than other domains. Progression of disease was seen with increasing CMTES over time up to 8 years follow-up. Standard response mean (SRM), a measure of outcome responsiveness, peaked at 3 years with moderate responsiveness [change in CMTES (ΔCMTES) = 1.3 ± 2.6, P = 0.00016, SRM = 0.50]. Males and females progressed similarly up to 8 years, but baseline regression analysis suggested that over a longer period, females progress more slowly. Progression was most pronounced for mild phenotypes (CMTES = 0-7; 3-year ΔCMTES = 2.3 ± 2.5, P = 0.001, SRM = 0.90). Enhanced variant interpretation has yielded an increased proportion of GJB1 variants classified as P/LP and will aid future variant interpretation in this gene. Baseline and longitudinal analysis of this large cohort of CMTX1 patients describes the natural history of the disease including the rate of progression; CMTES showed moderate responsiveness for the whole group at 3 years and higher responsiveness for the mild group at 3, 4 and 5 years. These results have implications for patient selection for upcoming clinical trials.


Assuntos
Doença de Charcot-Marie-Tooth , Feminino , Humanos , Masculino , Doença de Charcot-Marie-Tooth/patologia , Conexinas/genética , Mutação/genética , Mutação de Sentido Incorreto , Fenótipo , Proteína beta-1 de Junções Comunicantes
2.
Pediatr Res ; 93(5): 1199-1207, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-35273370

RESUMO

BACKGROUND: Neuroprognostication in neonates with neonatal encephalopathy (NE) may be enhanced by early serial measurement of a panel of four brain-specific biomarkers. METHODS: To evaluate serum biomarkers, 40 NE samples and 37 healthy neonates from a biorepository were analyzed. Blood samples were collected at 0-6, 12, 24, 48, and 96 h of life. MRI provided a short-term measure of injury. Long-term outcomes included death or a Bayley III score at 17-24 months of age. RESULTS: Glial fibrillary acidic protein (GFAP), ubiquitin c-terminal hydrolase-L1 (UCH-L1), and Tau peaked at 0-6 h of life, while neurofilament light chain (NFL) peaked at 96 h of life. These four marker concentrations at 96 h of life differentiated moderate/severe from none/mild brain injury by MRI, while GFAP and Tau showed early discrimination. For long-term outcomes, GFAP, NFL, Tau, and UCH-L1 could differentiate a poor outcome vs good outcome as early as 0-6 h of life, depending on the Bayley domain, and a combination of the four markers enhanced the sensitivity and specificity. Machine learning trajectory analyses identified upward trajectory patients with a high concordance to poor outcomes. CONCLUSION: GFAP, NFL, Tau, and UCH-L1 may be of neuroprognostic significance after NE. IMPACT: Serial measurements of GFAP, NFL, Tau, and UCH-L1 show promise in aiding the bedside clinician in making treatment decisions in neonatal encephalopathy. The panel of four neuroproteins increased the ability to predict neurodevelopmental outcomes. The study utilized a trajectory analysis that enabled predictive modeling. A panel approach provides the bedside clinician with objective data to individualize care. This study provides the foundation to develop a point of care device in the future.


Assuntos
Lesões Encefálicas , Filamentos Intermediários , Recém-Nascido , Humanos , Proteína Glial Fibrilar Ácida , Ubiquitina Tiolesterase , Biomarcadores
3.
Muscle Nerve ; 65(5): 498-507, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35218574

RESUMO

Spinal muscular atrophy (SMA) is a group of neurodegenerative disorders resulting from the loss of spinal motor neurons. 95% of patients share a pathogenic mechanism of loss of survival motor neuron (SMN) 1 protein expression due to homozygous deletions or other mutations of the SMN1 gene, with the different phenotypes influenced by variable copy numbers of the SMN2 gene. Advances in supportive care, disease modifying treatment and novel gene therapies have led to an increase in the prevalence of SMA, with a third of SMA patients now represented by adults. Despite the growing number of adult patients, consensus on the management of SMA has focused primarily on the pediatric population. As the disease burden is vastly different in adult SMA, an approach to treatment must be tailored to their unique needs. This review will focus on the management of the adult SMA patient as they age and will discuss proper transition of care from a pediatric to adult center, including the need for continued monitoring for osteoporosis, scoliosis, malnutrition, and declining mobility and functioning. As in the pediatric population, multidisciplinary care remains the best approach to the management of adult SMA. Novel and emerging therapies such as nusinersen and risdiplam provide hope for these patients, though these medications are of uncertain efficacy in this population and require additional study.


Assuntos
Atrofia Muscular Espinal , Adulto , Terapia Genética , Homozigoto , Humanos , Neurônios Motores/patologia , Atrofia Muscular Espinal/diagnóstico , Atrofia Muscular Espinal/genética , Atrofia Muscular Espinal/terapia , Fenótipo , Proteína 1 de Sobrevivência do Neurônio Motor/genética
4.
J Pineal Res ; 73(2): e12818, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35841265

RESUMO

Neonatal encephalopathy (NE) is a pathological condition affecting long-term neurodevelopmental outcomes. Hypothermia is the only therapeutic option, but does not always improve outcomes; hence, researchers continue to hunt for pharmaceutical compounds. Melatonin treatment has benefitted neonates with hypoxic-ischemic (HI) brain injury. However, unlike animal models that enable the study of the brain and the pathophysiologic cascade, only blood is available from human subjects. Therefore, due to the unavailability of neonatal brain tissue, assumptions about the pathophysiology in pathways and cascades are made in human subjects with NE. We analyzed animal and human specimens to improve our understanding of the pathophysiology in human neonates. A neonate with NE who underwent hypothermia and enrolled in a melatonin pharmacokinetic study was compared to HI rats treated/untreated with melatonin. MicroRNA (miRNA) analyses provided profiles of the neonate's plasma, rat plasma, and rat brain cortexes. We compared these profiles through a bioinformatics tool, identifying Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways common to HI brain injury and melatonin treatment. After evaluating the resulting pathways and the literature, to validate the method, the key proteins expressed in HI brain injury were investigated using cerebral cortexes. The upregulated miRNAs in human neonate and rat plasma helped identify two KEGG pathways, glioma and long-term potentiation, common to HI injury and melatonin treatment. A unified neonatal cerebral melatonin-sensitive HI pathway was designed and validated by assessing the expression of protein kinase Cα (PKCα), phospho (p)-Akt, and p-ERK proteins in rat brain cortexes. PKCα increased in HI-injured rats and further increased with melatonin. p-Akt and p-ERK returned phosphorylated to their basal level with melatonin treatment after HI injury. The bioinformatics analyses validated by key protein expression identified pathways common to HI brain injury and melatonin treatment. This approach helped complete pathways in neonates with NE by integrating information from animal models of HI brain injury.


Assuntos
Lesões Encefálicas , Hipotermia , Hipóxia-Isquemia Encefálica , Melatonina , MicroRNAs , Animais , Animais Recém-Nascidos , Humanos , Hipotermia/tratamento farmacológico , Hipóxia-Isquemia Encefálica/tratamento farmacológico , Hipóxia-Isquemia Encefálica/genética , Hipóxia-Isquemia Encefálica/metabolismo , Melatonina/farmacologia , Melatonina/uso terapêutico , MicroRNAs/genética , Proteína Quinase C-alfa , Proteínas Proto-Oncogênicas c-akt , Ratos
5.
Muscle Nerve ; 63(1): 120-126, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33094490

RESUMO

BACKGROUND: The goals of this study were to determine whether serum concentrations of endocannabinoids (eCB) and related lipids predict disease status in patients with amyotrophic lateral sclerosis (ALS) relative to healthy controls, and whether concentrations correlate with disease duration and severity. METHODS: Serum concentrations of the eCBs 2-arachidonoylglycerol (2-AG) and N-arachidonoylethanolamine (AEA), and related lipids palmitoylethanolamine (PEA), oleoylethanolamine (OEA), and 2-oleoylglycerol (2-OG), were measured in samples from 47 patients with ALS and 19 healthy adults. Hierarchical binary logistic and linear regression analyses assessed whether lipid concentrations predicted disease status (ALS or healthy control), duration, or severity. RESULTS: Binary logistic regression revealed that, after controlling for age and gender, 2-AG, 2-OG and AEA concentrations were unique predictors of the presence of ALS, demonstrating odds ratios of 0.86 (P = .039), 1.03 (P = .023), and 42.17 (P = .026), respectively. When all five lipids and covariates (age, sex, race, ethnicity, body mass index, presence of a feeding tube) were included, the resulting model had an overall classification accuracy of 92.9%. Hierarchical linear regression analyses indicated that in patients with ALS, AEA and OEA inversely correlated with disease duration (P = .030 and .031 respectively), while PEA demonstrated a positive relationship with disease duration (P = .013). None of the lipids examined predicted disease severity. CONCLUSIONS: These findings support previous studies indicating significant alterations in concentrations of circulating lipids in patients with ALS. They suggest that arachidonic and oleic acid containing small lipids may serve as biomarkers for identifying the presence and duration of this disease.


Assuntos
Esclerose Lateral Amiotrófica/diagnóstico , Endocanabinoides/sangue , Lipídeos/sangue , Adulto , Ácidos Araquidônicos/sangue , Biomarcadores/sangue , Feminino , Glicerídeos/sangue , Humanos , Masculino , Pessoa de Meia-Idade , Alcamidas Poli-Insaturadas/sangue , Índice de Gravidade de Doença
6.
Muscle Nerve ; 63(3): 371-383, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33340120

RESUMO

BACKGROUND: To collect preliminary data on the effects of mexiletine on cortical and axonal hyperexcitability in sporadic amyotrophic lateral sclerosis (ALS) in a phase 2 double-blind randomized controlled trial. METHODS: Twenty ALS subjects were randomized to placebo and mexiletine 300 or 600 mg daily for 4 wk and assessed by transcranial magnetic stimulation and axonal excitability studies. The primary endpoint was change in resting motor threshold (RMT). RESULTS: RMT was unchanged with 4 wk of mexiletine (combined active therapies) as compared to placebo, which showed a significant increase (P = .039). Reductions of motor evoked potential (MEP) amplitude (P = .013) and accommodation half-time (P = .002), secondary outcome measures of cortical and axonal excitability, respectively, were also evident at 4 wk on mexiletine. CONCLUSIONS: The relative stabilization of RMT in the treated subjects was unexpected and could be attributed to unaccounted sources of error or chance. However, a possible alternative cause is neuromodulation preventing an increase. The change in MEP amplitude and accommodation half-time supports the reduction of cortical and axonal hyperexcitability with mexiletine.


Assuntos
Esclerose Lateral Amiotrófica/tratamento farmacológico , Axônios , Excitabilidade Cortical , Mexiletina/uso terapêutico , Bloqueadores do Canal de Sódio Disparado por Voltagem/uso terapêutico , Adulto , Idoso , Esclerose Lateral Amiotrófica/fisiopatologia , Método Duplo-Cego , Eletrodiagnóstico , Eletromiografia , Potencial Evocado Motor/fisiologia , Feminino , Humanos , Masculino , Nervo Mediano/fisiopatologia , Pessoa de Meia-Idade , Condução Nervosa/fisiologia , Dados Preliminares , Estimulação Magnética Transcraniana
7.
Muscle Nerve ; 62(2): 182-186, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32445195

RESUMO

Coronavirus disease 2019 has created unprecedented challenges for amyotrophic lateral sclerosis (ALS) clinical care and research in the United States. Traditional evaluations for making an ALS diagnosis, measuring progression, and planning interventions rely on in-person visits that may now be unsafe or impossible. Evidence- and experience-based treatment options, such as multidisciplinary team care, feeding tubes, wheelchairs, home health, and hospice, have become more difficult to obtain and in some places are unavailable. In addition, the pandemic has impacted ALS clinical trials by impairing the ability to obtain measurements for trial eligibility, to monitor safety and efficacy outcomes, and to dispense study drug, as these also often rely on in-person visits. We review opportunities for overcoming some of these challenges through telemedicine and novel measurements. These can reoptimize ALS care and research in the current setting and during future events that may limit travel and face-to-face interactions.


Assuntos
Esclerose Lateral Amiotrófica/terapia , Infecções por Coronavirus/epidemiologia , Acessibilidade aos Serviços de Saúde , Serviços de Assistência Domiciliar , Cuidados Paliativos na Terminalidade da Vida , Pneumonia Viral/epidemiologia , Telemedicina , Esclerose Lateral Amiotrófica/diagnóstico , Betacoronavirus , Pesquisa Biomédica , COVID-19 , Ensaios Clínicos como Assunto , Nutrição Enteral , Humanos , Pandemias , SARS-CoV-2 , Espirometria , Estados Unidos/epidemiologia , Ventiladores Mecânicos , Cadeiras de Rodas
8.
Adv Neonatal Care ; 20(4): E70-E82, 2020 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-31895138

RESUMO

BACKGROUND: Hypoxic-ischemic encephalopathy (HIE) remains devastating for neonates despite widespread treatment with therapeutic hypothermia (TH). The heart rate characteristic (HRC) index score, a measure of heart rate variability, could prove useful in the management of neonates with HIE as new therapies emerge or when withdrawal-of-support decisions are being considered. PURPOSE: The main purpose was to describe correlation between HRC index scores and brain magnetic resonance imaging (MRI) severity of injury for neonates with HIE. METHODS/ANALYSIS: Low/high HRC index scores retrieved at initiation of TH (baseline), 24, 48, 72, and 96 hours, brain MRI severity of injury, and National Institute of Child Health and Human Development Death/Disability and Death scores were collected and analyzed retrospectively. Independent t tests and linear regression were used to examine relationships for each outcome measure. RESULTS: Twenty-seven neonates were stratified into 2 groups: noninjury (n = 11) and injury (n = 16). Statistically significant relationships were observed. Strikingly, mean low HRC index score for the noninjury group ranged between 0.37 and 0.65 and was between 0.61 and 0.86 for the injury group. Mean high HRC index score for the noninjury group ranged between 0.66 and 1.02 and was between 1.04 and 1.41 for the injury group. IMPLICATIONS FOR PRACTICE: HRC index score may be a useful guide in the future management of neonates with HIE. IMPLICATIONS FOR RESEARCH: This study established correlations between HRC index and MRI injury scores in neonates treated with TH. Further research is warranted to establish important relationships between brain injury and HRC index scores before this tool can be used clinically for this purpose.


Assuntos
Lesões Encefálicas/fisiopatologia , Frequência Cardíaca/fisiologia , Hipóxia-Isquemia Encefálica/fisiopatologia , Lesões Encefálicas/diagnóstico por imagem , Feminino , Humanos , Hipotermia Induzida , Hipóxia-Isquemia Encefálica/diagnóstico por imagem , Recém-Nascido , Imageamento por Ressonância Magnética , Masculino , Índice de Gravidade de Doença
10.
J Pineal Res ; 66(4): e12565, 2019 May.
Artigo em Inglês | MEDLINE | ID: mdl-30734962

RESUMO

INTRODUCTION: Neonates with hypoxic-ischemic encephalopathy (HIE) undergoing hypothermia may benefit from adjunctive therapy with melatonin. However, melatonin safety, pharmacokinetics (PK), and dosage in this sensitive population are still unknown. METHODS AND RESULTS: This study assessed the PK and safety of melatonin enteral administration to neonates with HIE undergoing hypothermia. Melatonin was infused at 0.5 mg/kg in five neonates with HIE undergoing hypothermia. Infusion started 1 hour after the neonates reached the target temperature of 33.5°C. Blood samples were collected before and at selective times after melatonin infusion. Abdominal complications or clinically significant changes in patients' vital signs were not found during or after melatonin. The peak plasma concentration reached 0.25 µg/mL. The area under the curve in 24 hours was 4.35 µg/mL*h. DISCUSSION: Melatonin half-life and clearance were prolonged, and the distribution volume decreased compared to adults. In silico simulation estimated that the steady state can be reached after four infusions. Hypothermia does not affect melatonin PK. In humans high blood concentrations with lower doses can be achieved compared to animal experimentation, although intravenous administration is advised in the neonate population. Our study is a preparatory step for future clinical studies aimed at assessing melatonin efficacy in HIE.


Assuntos
Hipotermia Induzida , Melatonina/farmacocinética , Feminino , Humanos , Hipóxia-Isquemia Encefálica/tratamento farmacológico , Hipóxia-Isquemia Encefálica/metabolismo , Hipóxia-Isquemia Encefálica/terapia , Recém-Nascido , Masculino , Melatonina/uso terapêutico
11.
Cytokine ; 111: 119-124, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30142532

RESUMO

PURPOSE: Inflammation is a crucial but understudied mechanism of neuronal injury after hypoxia-ischemia. The aim was to identify a panel of cytokines involved in brain injury in neonates with hypoxic ischemic encephalopathy (HIE). METHODS: Ten newborns with HIE undergoing to therapeutic hypothermia (TH, HIE Group) and 8 healthy newborns (CTRL Group) were enrolled. For the HIE group, 5 samples were collected: between 0 and 6 h of life (time 1), 12 h (time 2), 24 h (time 3), 48 h (time 4) and 96 h of life (time 5). For the CTRL group, one sample was collected. A panel of 48 inflammatory cytokines was determined in all samples. Data were analyzed using multivariate statistical analysis (Principal component analysis, PCA) RESULTS: 17 cytokines, among 48 analyzed, were found to be significantly different, initially, between the CTRL and HIE groups: 12 with reported pro-inflammatory effects and 5 with reported anti-inflammatory effects. In the HIE group cytokines showed a decreasing trend during the TH and at the end of treatment comparable to the CTRL group. IL-18 did demonstrate a slight increase at time 3 during HT but decreased steadily at sampling times, 4 and 5. CONCLUSIONS: Our data demonstrates that many pathways of the inflammatory cascade are activated following hypoxic-ischemic injury. This information will increase our understanding of changes in cytokines over time in neonates with HIE undergoing TH.


Assuntos
Citocinas , Hipotermia Induzida , Hipóxia-Isquemia Encefálica , Citocinas/biossíntese , Citocinas/imunologia , Feminino , Humanos , Hipóxia-Isquemia Encefálica/sangue , Hipóxia-Isquemia Encefálica/imunologia , Hipóxia-Isquemia Encefálica/terapia , Recém-Nascido , Masculino , Estudos Retrospectivos
12.
Am J Perinatol ; 35(9): 837-839, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29341043

RESUMO

OBJECTIVE: Due to logistical constraints, physicians traditionally delay diagnostic imaging for neonatal hypoxic-ischemic encephalopathy (HIE) until the neonate has completed all 72 hours of therapeutic hypothermia and rewarming. In some cases, neonates may require neuroimaging before 72 hours has passed. STUDY DESIGN: We present a case in which an MRI was acquired during active hypothermia. RESULTS: Upon return to the NICU, Baby X's temperature probe read 33.6 degrees, indicating that hypothermia was likely maintained at the target temperature. CONCLUSION: Active hypothermia is possible during MRI.


Assuntos
Encéfalo/diagnóstico por imagem , Hipotermia Induzida , Hipóxia-Isquemia Encefálica/diagnóstico por imagem , Hipóxia-Isquemia Encefálica/terapia , Imageamento por Ressonância Magnética , Feminino , Humanos , Recém-Nascido , Prognóstico , Temperatura , Fatores de Tempo
13.
Hum Mol Genet ; 24(17): 4971-83, 2015 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-26082468

RESUMO

RNA interference (RNAi) offers a promising therapeutic approach for dominant genetic disorders that involve gain-of-function mechanisms. One candidate disease for RNAi therapy application is myotonic dystrophy type 1 (DM1), which results from toxicity of a mutant mRNA. DM1 is caused by expansion of a CTG repeat in the 3' UTR of the DMPK gene. The expression of DMPK mRNA containing an expanded CUG repeat (CUG(exp)) leads to defects in RNA biogenesis and turnover. We designed miRNA-based RNAi hairpins to target the CUG(exp) mRNA in the human α-skeletal muscle actin long-repeat (HSA(LR)) mouse model of DM1. RNAi expression cassettes were delivered to HSA(LR) mice using recombinant adeno-associated viral (rAAV) vectors injected intravenously as a route to systemic gene therapy. Vector delivery significantly reduced disease pathology in muscles of the HSA(LR) mice, including a reduction in the CUG(exp) mRNA, a reduction in myotonic discharges, a shift toward adult pre-mRNA splicing patterns, reduced myofiber hypertrophy and a decrease in myonuclear foci containing the CUG(exp) mRNA. Significant reversal of hallmarks of DM1 in the rAAV RNAi-treated HSA(LR) mice indicate that defects characteristic of DM1 can be mitigated with a systemic RNAi approach targeting the nuclei of terminally differentiated myofibers. Efficient rAAV-mediated delivery of RNAi has the potential to provide a long-term therapy for DM1 and other dominant muscular dystrophies.


Assuntos
Dependovirus/genética , Terapia Genética , Vetores Genéticos/genética , Distrofia Miotônica/genética , Interferência de RNA , Animais , Linhagem Celular , Proteínas de Ligação a DNA/metabolismo , Modelos Animais de Doenças , Expressão Gênica , Ordem dos Genes , Inativação Gênica , Vetores Genéticos/administração & dosagem , Humanos , Camundongos , Camundongos Transgênicos , Músculo Esquelético/metabolismo , Músculo Esquelético/patologia , Distrofia Miotônica/terapia , Fenótipo , Splicing de RNA , RNA Interferente Pequeno/genética , Proteínas de Ligação a RNA/metabolismo , Transcrição Gênica , Transdução Genética , Transgenes
15.
Muscle Nerve ; 51(3): 385-90, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25042093

RESUMO

INTRODUCTION: This study characterizes the nature of pain in hereditary neuropathy with liability to pressure palsy (HNPP). METHODS: This retrospective study was performed to assess duration, nature, location, and intensity of pain on initial presentation of subjects with HNPP, including the degree and type of analgesic medication use and electrodiagnostic characteristics. Subjects who met the American College of Rheumatology criteria for fibromyalgia syndrome (FMS) were also identified. RESULTS: Of 32 HNPP subjects, 24 (75%) had symptoms of pain, and 4 (12%) had pain as an initial symptom. Of subjects who described pain, 9 (28%) reported only musculoskeletal pain, 10 (31%) only neuropathic pain, and 5 (16%) both musculoskeletal and neuropathic pain. All 9 subjects with only musculoskeletal pain met criteria for FMS. CONCLUSIONS: Neuropathic and musculoskeletal pain occur commonly in HNPP and may be a presenting symptom. Additionally, HNPP with predominantly musculoskeletal pain may meet criteria for FMS and potentially delay the diagnosis.


Assuntos
Fibromialgia/diagnóstico , Neuropatia Hereditária Motora e Sensorial/diagnóstico , Dor/diagnóstico , Paralisia/diagnóstico , Adulto , Idoso , Idoso de 80 Anos ou mais , Diagnóstico Diferencial , Feminino , Fibromialgia/epidemiologia , Seguimentos , Neuropatia Hereditária Motora e Sensorial/epidemiologia , Humanos , Masculino , Pessoa de Meia-Idade , Dor/epidemiologia , Paralisia/epidemiologia , Estudos Retrospectivos
17.
Comput Biol Med ; 182: 109173, 2024 Sep 23.
Artigo em Inglês | MEDLINE | ID: mdl-39317055

RESUMO

Deep learning has become the de facto method for medical image segmentation, with 3D segmentation models excelling in capturing complex 3D structures and 2D models offering high computational efficiency. However, segmenting 2.5D images, characterized by high in-plane resolution but lower through-plane resolution, presents significant challenges. While applying 2D models to individual slices of a 2.5D image is feasible, it fails to capture the spatial relationships between slices. On the other hand, 3D models face challenges such as resolution inconsistencies in 2.5D images, along with computational complexity and susceptibility to overfitting when trained with limited data. In this context, 2.5D models, which capture inter-slice correlations using only 2D neural networks, emerge as a promising solution due to their reduced computational demand and simplicity in implementation. In this paper, we introduce CSA-Net, a flexible 2.5D segmentation model capable of processing 2.5D images with an arbitrary number of slices. CSA-Net features an innovative Cross-Slice Attention (CSA) module that effectively captures 3D spatial information by learning long-range dependencies between the center slice (for segmentation) and its neighboring slices. Moreover, CSA-Net utilizes the self-attention mechanism to learn correlations among pixels within the center slice. We evaluated CSA-Net on three 2.5D segmentation tasks: (1) multi-class brain MR image segmentation, (2) binary prostate MR image segmentation, and (3) multi-class prostate MR image segmentation. CSA-Net outperformed leading 2D, 2.5D, and 3D segmentation methods across all three tasks, achieving average Dice coefficients and HD95 values of 0.897 and 1.40 mm for the brain dataset, 0.921 and 1.06 mm for the prostate dataset, and 0.659 and 2.70 mm for the ProstateX dataset, demonstrating its efficacy and superiority. Our code is publicly available at: https://github.com/mirthAI/CSA-Net.

18.
J Neurol ; 271(5): 2758-2767, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38400914

RESUMO

BACKGROUND: Fatigue is a debilitating symptom of myasthenia gravis (MG). The impact of fatigue on MG can be assessed by Quality of Life in Neurological Disorders (Neuro-QoL) Short Form Fatigue scale. Transformation of raw Neuro-QoL fatigue scores to T-scores is a known approach for facilitating clinical interpretation of clinically meaningful and fatigue severity thresholds. METHODS: In the Phase 3, double-blind, placebo-controlled RAISE study (NCT04115293), adults with acetylcholine receptor autoantibody-positive generalised MG (MG Foundation of America Disease Class II-IV) were randomised 1:1 to daily subcutaneous zilucoplan 0.3 mg/kg or placebo for 12 weeks. Patients completing RAISE could opt to receive zilucoplan 0.3 mg/kg in an ongoing, open-label extension study, RAISE-XT (NCT04225871). In this post-hoc analysis, we evaluated the long-term effect of zilucoplan on fatigue in RAISE patients who entered RAISE-XT. We report change in Neuro-QoL Short Form Fatigue T-scores and fatigue severity levels from RAISE baseline to Week 60. RESULTS: Mean Neuro-QoL Short Form Fatigue T-scores improved from baseline to Week 12 in the zilucoplan group (n = 86) with a clinically meaningful difference versus placebo (n = 88; least squares mean difference: - 3.61 (nominal p-value = 0.0060]), and these improvements continued further to Week 60. At Week 12, more patients on zilucoplan (n = 34, 47.2%) experienced improvements in ≥ 1 fatigue severity level from baseline versus placebo (n = 23, 28.4%; p = 0.017). At Week 60, most (n = 55, 65.5%) patients had mild fatigue or none. CONCLUSION: Treatment with zilucoplan demonstrated statistical and clinically meaningful improvements in fatigue scores and severity versus placebo during RAISE, which were sustained to Week 60 in RAISE-XT.


Assuntos
Fadiga , Miastenia Gravis , Humanos , Miastenia Gravis/tratamento farmacológico , Miastenia Gravis/complicações , Método Duplo-Cego , Fadiga/etiologia , Fadiga/tratamento farmacológico , Fadiga/fisiopatologia , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Qualidade de Vida , Idoso , Resultado do Tratamento , Índice de Gravidade de Doença , Avaliação de Resultados em Cuidados de Saúde
19.
J Perinatol ; 44(8): 1157-1162, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38287136

RESUMO

OBJECTIVE: To study the serum concentrations of nucleated red blood cells (NRBC) over time in neonates with moderate to severe neonatal encephalopathy (NE). STUDY DESIGN: A retrospective cohort study with subjects subdivided into three groups: definite sentinel events (n = 52), probable sentinel events (n = 20) and no history of sentinel events (n = 63). Peak absolute NRBC and NRBC/100 WBC were compared between groups and with MRI Injury score, cord and admission pH/base deficit. RESULTS: Absolute NRBC peaked at 24.05 h after birth (CI: 15.30-32.79), 17.56 h after birth (CI: 7.35-27.77), and 39.81 h after birth (CI: 28.73-50.89) in each respective group. The peak in absolute NRBC correlated with the severity of injury in the grey matter in group 2 and white matter in groups 1 and 2. Higher peak absolute NRBC value correlated to a lower admission ABG pH. CONCLUSION: NRBC peak at 24 h after birth in neonates with sentinel events.


Assuntos
Imageamento por Ressonância Magnética , Humanos , Recém-Nascido , Estudos Retrospectivos , Feminino , Masculino , Eritroblastos , Índice de Gravidade de Doença , Hipóxia-Isquemia Encefálica/sangue , Encefalopatias/sangue , Encefalopatias/diagnóstico por imagem
20.
Sci Rep ; 14(1): 6645, 2024 03 19.
Artigo em Inglês | MEDLINE | ID: mdl-38503820

RESUMO

Neonatal Encephalopathy (NE) is a major cause of lifelong disability and neurological complications in affected infants. Identifying novel diagnostic biomarkers in this population may assist in predicting MRI injury and differentiate neonates with NE from those with low-cord pH or healthy neonates and may help clinicians make real-time decisions. To compare the microRNA (miRNA) profiles between neonates with NE, healthy controls, and neonates with low cord pH. Moreover, miRNA concentrations were compared to brain injury severity in neonates with NE. This is a retrospective analysis of miRNA profiles from select samples in the biorepository and data registry at the University of Florida Health Gainesville. The Firefly miRNA assay was used to screen a total of 65 neurological miRNA targets in neonates with NE (n = 36), low cord pH (n = 18) and healthy controls (n = 37). Multivariate statistical techniques, including principal component analysis and orthogonal partial least squares discriminant analysis, and miRNA Enrichment Analysis and Annotation were used to identify miRNA markers and their pathobiological relevance. A set of 10 highly influential miRNAs were identified, which were significantly upregulated in the NE group compared to healthy controls. Of these, miR-323a-3p and mir-30e-5p displayed the highest fold change in expression levels. Moreover, miR-34c-5p, miR-491-5p, and miR-346 were significantly higher in the NE group compared to the low cord pH group. Furthermore, several miRNAs were identified that can differentiate between no/mild and moderate/severe injury in the NE group as measured by MRI. MiRNAs represent promising diagnostic and prognostic tools for improving the management of NE.


Assuntos
Lesões Encefálicas , Doenças do Recém-Nascido , MicroRNAs , Recém-Nascido , Lactente , Humanos , MicroRNAs/genética , MicroRNAs/metabolismo , Estudos Retrospectivos , Biomarcadores , Estudos de Coortes , Lesões Encefálicas/diagnóstico , Lesões Encefálicas/genética , Perfilação da Expressão Gênica/métodos
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