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2.
Alzheimers Res Ther ; 16(1): 124, 2024 Jun 08.
Artigo em Inglês | MEDLINE | ID: mdl-38851772

RESUMO

BACKGROUND: Higher order regulation of autonomic function is maintained by the coordinated activity of specific cortical and subcortical brain regions, collectively referred to as the central autonomic network (CAN). Autonomic changes are frequently observed in Alzheimer's disease (AD) and dementia, but no studies to date have investigated whether plasma AD biomarkers are associated with CAN functional connectivity changes in at risk older adults. METHODS: Independently living older adults (N = 122) without major neurological or psychiatric disorder were recruited from the community. Participants underwent resting-state brain fMRI and a CAN network derived from a voxel-based meta-analysis was applied for overall, sympathetic, and parasympathetic CAN connectivity using the CONN Functional Toolbox. Sensorimotor network connectivity was studied as a negative control. Plasma levels of amyloid (Aß42, Aß40), neurofilament light chain (NfL), and glial fibrillary acidic protein (GFAP) were assessed using digital immunoassay. The relationship between plasma AD biomarkers and within-network functional connectivity was studied using multiple linear regression adjusted for demographic covariates and Apolipoprotein E (APOE) genotype. Interactive effects with APOE4 carrier status were also assessed. RESULTS: All autonomic networks were positively associated with Aß42/40 ratio and remained so after adjustment for age, sex, and APOE4 carrier status. Overall and parasympathetic networks were negatively associated with GFAP. The relationship between the parasympathetic CAN and GFAP was moderated by APOE4 carrier status, wherein APOE4 carriers with low parasympathetic CAN connectivity displayed the highest plasma GFAP concentrations (B = 910.00, P = .004). Sensorimotor connectivity was not associated with any plasma AD biomarkers, as expected. CONCLUSION: The present study findings suggest that CAN function is associated with plasma AD biomarker levels. Specifically, lower CAN functional connectivity is associated with decreased plasma Aß42/40, indicative of cerebral amyloidosis, and increased plasma GFAP in APOE4 carriers at risk for AD. These findings could suggest higher order autonomic and parasympathetic dysfunction in very early-stage AD, which may have clinical implications.


Assuntos
Doença de Alzheimer , Peptídeos beta-Amiloides , Biomarcadores , Imageamento por Ressonância Magnética , Humanos , Feminino , Doença de Alzheimer/sangue , Doença de Alzheimer/fisiopatologia , Doença de Alzheimer/diagnóstico por imagem , Idoso , Masculino , Biomarcadores/sangue , Peptídeos beta-Amiloides/sangue , Encéfalo/diagnóstico por imagem , Encéfalo/fisiopatologia , Fragmentos de Peptídeos/sangue , Sistema Nervoso Autônomo/fisiopatologia , Proteína Glial Fibrilar Ácida/sangue , Idoso de 80 Anos ou mais , Proteínas de Neurofilamentos/sangue , Doenças do Sistema Nervoso Autônomo/sangue , Doenças do Sistema Nervoso Autônomo/fisiopatologia , Doenças do Sistema Nervoso Autônomo/etiologia
3.
Eur Rev Med Pharmacol Sci ; 28(9): 3420-3429, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38766799

RESUMO

OBJECTIVE: Coronavirus disease (COVID-19) is a respiratory disease caused by SARS-CoV-2, which complicates the functioning of multiple systems, including the autonomic nervous system (ANS), causing dysautonomia. Investigation of dysautonomia and its association with exposure to COVID-19 is limited in healthy people. Therefore, the study aimed to investigate the relationship between ANS dysautonomia and coronavirus exposure and compare the ANS function between exposed and non-exposed to COVID-19. SUBJECTS AND METHODS: The study involved 141 participants, with a mean age of 18-24.5 years, 83% male (49.6% exposed to COVID-19). The ANS was measured using a composite autonomic symptom scale (COMPASS-31) questionnaire and heart rate variability (HRV) using photoplethysmography. Exposure to COVID-19 was investigated using two national health-status tracking and COVID-19 exposure applications, "Sehhaty" and "Twakkalna". RESULTS: A significantly inverse weak correlation between COMPASS-31 scores and COVID-19 exposure (r=-0.2, p=0.04). No significant association was found between HRV and COVID-19 exposure. COMPASS-31 scores for the exposed group (median=15, n=70) were significantly higher than those for the non-exposed group (median=12, n=71), U=1,913.5, p=0.03. Height (r=-0.4, p=0.002) and gender (r=0.3, p=0.001) were moderately correlated with COMPASS-31 among the exposed group. CONCLUSIONS: These findings indicated that exposure to COVID-19 was associated with poorer ANS scores measured via COMPASS-31. Additionally, exposure to COVID-19 resulted in higher dysautonomia symptoms than non-exposed. Height and gender differences contribute to the severity of dysautonomia among exposed people.


Assuntos
Sistema Nervoso Autônomo , COVID-19 , Frequência Cardíaca , Humanos , COVID-19/fisiopatologia , Masculino , Feminino , Adolescente , Adulto Jovem , Sistema Nervoso Autônomo/fisiopatologia , SARS-CoV-2 , Adulto , Doenças do Sistema Nervoso Autônomo/fisiopatologia , Doenças do Sistema Nervoso Autônomo/diagnóstico , Disautonomias Primárias/fisiopatologia , Disautonomias Primárias/etiologia , Inquéritos e Questionários
4.
Medicine (Baltimore) ; 103(20): e35375, 2024 May 17.
Artigo em Inglês | MEDLINE | ID: mdl-38758899

RESUMO

BACKGROUND: Paroxysmal sympathetic hyperexcitability (PSH) is a group of complex syndromes with various etiologies. Previous studies were limited to the description of traumatic brain injury (TBI), and the description of PSH after other types of brain injury was rare. We explored the clinical features, treatment, and prognosis of PSH after various types of brain injuries. METHODS: Patients admitted to the neurosurgery intensive care unit with PSH after brain injury from July 2019 to December 2022 were included. Demographic data, clinical manifestations, drug therapy, and disease prognosis were retrospectively collected and analyzed. RESULTS: Fifteen male and 9 female patients with PSH after brain injury were selected. TBI was most likely to cause PSH (66.7%), followed by spontaneous intracerebral hemorrhage (25%). Glasgow coma scale scores of 19 patients (79.2%) were lower than 8 and 14 patients (58.3%) underwent tracheotomy. Electroencephalogram monitoring was performed in 12 individuals, none of which showed epileptic waves. Clinical symptom scale showed mild symptoms in 17 cases (70.8%). Almost all patients were administered a combination of drugs. After follow-up, most patients had a poor prognosis and 2 (8.3%) died after discharge. CONCLUSION: The etiology of PSH is complex. TBI may be the most common cause of PSH. Non-TBI may also be an important cause of PSH. Therefore, early identification, prevention and diagnosis are helpful for determining the prognosis and outcome of the disease.


Assuntos
Eletroencefalografia , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Adulto , Estudos Retrospectivos , Prognóstico , Eletroencefalografia/métodos , Escala de Coma de Glasgow , Lesões Encefálicas/complicações , Lesões Encefálicas/fisiopatologia , Idoso , Doenças do Sistema Nervoso Autônomo/etiologia , Doenças do Sistema Nervoso Autônomo/diagnóstico , Lesões Encefálicas Traumáticas/complicações , Lesões Encefálicas Traumáticas/fisiopatologia , Hemorragia Cerebral/complicações , Hemorragia Cerebral/fisiopatologia
6.
Brain Nerve ; 76(5): 562-568, 2024 May.
Artigo em Japonês | MEDLINE | ID: mdl-38741497

RESUMO

Autoimmune autonomic ganglionopathy (AAG) and acute autonomic sensory neuropathy (AASN) are immune-mediated neuropathies that affect the autonomic and/or dorsal root ganglia. Autoantibodies against the nicotinic ganglionic acetylcholine receptor (gAChR) detected in the sera of patients with AAG play a key role in the pathogenesis of this condition. Notably, gAChR antibodies are not detected in the sera of patients with AASN. Currently, AAG and AASN are not considered to be on the same spectrum with regard to disease concept based on clinical symptoms and laboratory findings. However, extra-autonomic brain symptoms (including psychiatric symptoms and personality changes) and endocrine disorders occur in both diseases, which suggests shared pathophysiology between the two conditions.


Assuntos
Autoanticorpos , Doenças do Sistema Nervoso Autônomo , Gânglios Autônomos , Humanos , Gânglios Autônomos/imunologia , Autoanticorpos/imunologia , Doenças do Sistema Nervoso Autônomo/imunologia , Doenças do Sistema Nervoso Autônomo/etiologia , Doenças do Sistema Nervoso Autônomo/diagnóstico , Doenças Autoimunes do Sistema Nervoso/imunologia , Doenças Autoimunes do Sistema Nervoso/diagnóstico , Receptores Nicotínicos/imunologia , Doença Aguda , Doenças Autoimunes/imunologia
7.
BMC Cardiovasc Disord ; 24(1): 242, 2024 May 09.
Artigo em Inglês | MEDLINE | ID: mdl-38724937

RESUMO

BACKGROUND: Cardiac autonomic neuropathy (CAN) is a complication of diabetes mellitus (DM) that increases the risk of morbidity and mortality by disrupting cardiac innervation. Recent evidence suggests that CAN may manifest even before the onset of DM, with prediabetes and metabolic syndrome potentially serving as precursors. This study aims to identify genetic markers associated with CAN development in the Kazakh population by investigating the SNPs of specific genes. MATERIALS AND METHODS: A case-control study involved 82 patients with CAN (cases) and 100 patients without CAN (controls). A total of 182 individuals of Kazakh nationality were enrolled from a hospital affiliated with the RSE "Medical Center Hospital of the President's Affairs Administration of the Republic of Kazakhstan". 7 SNPs of genes FTO, PPARG, SNCA, XRCC1, FLACC1/CASP8 were studied. Statistical analysis was performed using Chi-square methods, calculation of odds ratios (OR) with 95% confidence intervals (CI), and logistic regression in SPSS 26.0. RESULTS: Among the SNCA gene polymorphisms, rs2737029 was significantly associated with CAN, almost doubling the risk of CAN (OR 2.03(1.09-3.77), p = 0.03). However, no statistically significant association with CAN was detected with the rs2736990 of the SNCA gene (OR 1.00 CI (0.63-1.59), p = 0.99). rs12149832 of the FTO gene increased the risk of CAN threefold (OR 3.22(1.04-9.95), p = 0.04), while rs1801282 of the PPARG gene and rs13016963 of the FLACC1 gene increased the risk twofold (OR 2.56(1.19-5.49), p = 0.02) and (OR 2.34(1.00-5.46), p = 0.05) respectively. rs1108775 and rs1799782 of the XRCC1 gene were associated with reduced chances of developing CAN both before and after adjustment (OR 0.24, CI (0.09-0.68), p = 0.007, and OR 0.43, CI (0.22-0.84), p = 0.02, respectively). CONCLUSION: The study suggests that rs2737029 (SNCA gene), rs12149832 (FTO gene), rs1801282 (PPARG gene), and rs13016963 (FLACC1 gene) may be predisposing factors for CAN development. Additionally, SNPs rs1108775 and rs1799782 (XRCC1 gene) may confer resistance to CAN. Only one polymorphism rs2736990 of the SNCA gene was not associated with CAN.


Assuntos
Predisposição Genética para Doença , PPAR gama , Polimorfismo de Nucleotídeo Único , Humanos , Masculino , Pessoa de Meia-Idade , Feminino , Estudos de Casos e Controles , Cazaquistão/epidemiologia , Fatores de Risco , PPAR gama/genética , Idoso , Fenótipo , Dioxigenase FTO Dependente de alfa-Cetoglutarato/genética , Medição de Risco , Estudos de Associação Genética , Proteína 1 Complementadora Cruzada de Reparo de Raio-X/genética , Cardiopatias/genética , Cardiopatias/etnologia , Cardiopatias/diagnóstico , Doenças do Sistema Nervoso Autônomo/genética , Doenças do Sistema Nervoso Autônomo/diagnóstico , Adulto , Neuropatias Diabéticas/genética , Neuropatias Diabéticas/diagnóstico , Neuropatias Diabéticas/etnologia , Neuropatias Diabéticas/epidemiologia , Sistema Nervoso Autônomo/fisiopatologia , Marcadores Genéticos , alfa-Sinucleína
9.
BMJ Open ; 14(5): e084778, 2024 May 28.
Artigo em Inglês | MEDLINE | ID: mdl-38806428

RESUMO

OBJECTIVES: To document current practice and develop consensus recommendations for the assessment and treatment of paroxysmal sympathetic hyperactivity (PSH) during rehabilitation after severe acquired brain injury. DESIGN: Delphi consensus process with three rounds, based on the Guidance on Conducting and REporting DElphi Studies (CREDES) guidelines, led by three convenors (the authors) with an expert panel. Round 1 was exploratory, with consensus defined before round 2 as agreement of at least 75% of the panel. SETTING: A working group within the Nordic Network for Neurorehabilitation. PANEL PARTICIPANTS: Twenty specialist physicians, from Sweden (9 participants), Norway (7) and Denmark (4), all working clinically with patients with severe acquired brain injury and with current involvement in clinical decisions regarding PSH. RESULTS: Consensus was reached for 21 statements on terminology, assessment and principles for pharmacological and non-pharmacological treatment, including some guidance on specific drugs. From these, an algorithm to support clinical decisions at all stages of inpatient rehabilitation was created. CONCLUSIONS: Considerable consensus exists in the Nordic countries regarding principles for PSH assessment and treatment. An interdisciplinary approach is needed. Improved documentation and collation of data on treatment given during routine clinical practice are needed as a basis for improving care until sufficiently robust research exists to guide treatment choices.


Assuntos
Doenças do Sistema Nervoso Autônomo , Lesões Encefálicas , Consenso , Técnica Delphi , Reabilitação Neurológica , Humanos , Lesões Encefálicas/reabilitação , Lesões Encefálicas/complicações , Reabilitação Neurológica/normas , Reabilitação Neurológica/métodos , Doenças do Sistema Nervoso Autônomo/etiologia , Doenças do Sistema Nervoso Autônomo/reabilitação , Países Escandinavos e Nórdicos , Suécia
11.
Sci Rep ; 14(1): 11835, 2024 05 23.
Artigo em Inglês | MEDLINE | ID: mdl-38782998

RESUMO

Long-COVID19 has been recently associated with long-sick leave and unemployment. The autonomic nervous system functioning may be also affected by SARS-CoV-2, leading to a chronic autonomic syndrome. This latter remains widely unrecognized in clinical practice. In the present study, we assessed the occurrence of Long-COVID19 Autonomic Syndrome in a group of active workers as well as the relationships between their autonomic dysfunction and work ability. This prospective observational study was conducted during the 2nd wave of the pandemic in Italy. Forty-five patients (53.6 ± 8.4 years; 32 M) hospitalized for COVID19, were consecutively enrolled at the time of their hospital discharge (T0) and followed-up for 6 months. Autonomic symptoms and work ability were assessed by COMPASS31 and Work Ability Index questionnaires at T0, one (T1), three and six (T6) months after hospital discharge and compared to those retrospectively collected for a period preceding SARS-CoV-2 infection. Clinical examination and standing test were also performed at T1 and T6. One in three working-age people developed a new autonomic syndrome that was still evident 6 months after the acute infection resolution. This was associated with a significant reduction in the work ability. Recognition of Long-COVID19 Autonomic Syndrome may promote early intervention to facilitate return to work and prevent unemployment.


Assuntos
COVID-19 , Humanos , Masculino , Pessoa de Meia-Idade , Feminino , COVID-19/complicações , COVID-19/fisiopatologia , COVID-19/epidemiologia , COVID-19/virologia , Estudos Prospectivos , Itália/epidemiologia , Adulto , SARS-CoV-2/isolamento & purificação , Doenças do Sistema Nervoso Autônomo/fisiopatologia , Doenças do Sistema Nervoso Autônomo/epidemiologia , Síndrome de COVID-19 Pós-Aguda , Retorno ao Trabalho , Sistema Nervoso Autônomo/fisiopatologia , Inquéritos e Questionários
12.
Curr Psychiatry Rep ; 26(6): 312-322, 2024 06.
Artigo em Inglês | MEDLINE | ID: mdl-38717659

RESUMO

PURPOSE OF REVIEW: In this narrative review we wanted to describe the relationship of autonomic nervous system activity with social environment and suicidal spectrum behaviors. RECENT FINDINGS: Patients with suicidal ideation/suicide attempt have higher sympathetic nervous system (SNS) and lower parasympathetic nervous system (PNS) activity in resting conditions and during acute stress tasks compared with patients without suicidal ideation/suicide attempt. Death by suicide and violent suicide attempt also are related to SNS hyperactivation. Similarly, a SNS/PNS imbalance has been observed in people with childhood trauma, stressful life events or feelings of loneliness and isolation. Social support seems to increase PNS control and resilience. Due to the importance of the social context and stressful life events in suicidal behavior, SNS/PNS imbalance could act as a mediator in this relationship and be a source of relevant biomarkers. Childhood trauma and stressful life events may impair the autonomic nervous system response in suicidal patients. Loneliness, isolation and social support may act as moderators in acute stress situations.


Assuntos
Sistema Nervoso Autônomo , Isolamento Social , Estresse Psicológico , Humanos , Estresse Psicológico/fisiopatologia , Estresse Psicológico/psicologia , Isolamento Social/psicologia , Sistema Nervoso Autônomo/fisiopatologia , Ideação Suicida , Tentativa de Suicídio/psicologia , Doenças do Sistema Nervoso Autônomo/fisiopatologia , Solidão/psicologia
13.
Medicina (Kaunas) ; 60(5)2024 May 17.
Artigo em Inglês | MEDLINE | ID: mdl-38793011

RESUMO

Background and Objectives: Cardiac autonomic neuropathy (CAN) is a severe complication of diabetes mellitus (DM) strongly linked to a nearly five-fold higher risk of cardiovascular mortality. Patients with Type 2 Diabetes Mellitus (T2DM) are a significant cohort in which these assessments have particular relevance to the increased cardiovascular risk inherent in the condition. Materials and Methods: This study aimed to explore the subtle correlation between the Ewing test, Sudoscan-cardiovascular autonomic neuropathy score, and cardiovascular risk calculated using SCORE 2 Diabetes in individuals with T2DM. The methodology involved detailed assessments including Sudoscan tests to evaluate sudomotor function and various cardiovascular reflex tests (CART). The cohort consisted of 211 patients diagnosed with T2DM with overweight or obesity without established ASCVD, aged between 40 to 69 years. Results: The prevalence of CAN in our group was 67.2%. In the study group, according SCORE2-Diabetes, four patients (1.9%) were classified with moderate cardiovascular risk, thirty-five (16.6%) with high risk, and one hundred seventy-two (81.5%) with very high cardiovascular risk. Conclusions: On multiple linear regression, the SCORE2-Diabetes algorithm remained significantly associated with Sudoscan CAN-score and Sudoscan Nephro-score and Ewing test score. Testing for the diagnosis of CAN in very high-risk patients should be performed because approximately 70% of them associate CAN. Increased cardiovascular risk is associated with sudomotor damage and that Sudoscan is an effective and non-invasive measure of identifying such risk.


Assuntos
Doenças Cardiovasculares , Diabetes Mellitus Tipo 2 , Neuropatias Diabéticas , Humanos , Pessoa de Meia-Idade , Masculino , Feminino , Diabetes Mellitus Tipo 2/complicações , Diabetes Mellitus Tipo 2/fisiopatologia , Adulto , Idoso , Doenças Cardiovasculares/fisiopatologia , Neuropatias Diabéticas/fisiopatologia , Neuropatias Diabéticas/diagnóstico , Estudos de Coortes , Medição de Risco/métodos , Doenças do Sistema Nervoso Autônomo/fisiopatologia , Doenças do Sistema Nervoso Autônomo/diagnóstico , Doenças do Sistema Nervoso Autônomo/complicações , Fatores de Risco de Doenças Cardíacas , Fatores de Risco
14.
Prim Care ; 51(2): 359-373, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38692780

RESUMO

Autonomic disorders can present with hypotension, gastrointestinal, genitourinary symptoms, and heat intolerance. Diabetes is the most common causes of autonomic failure, and management should focus on glucose control to prevent developing autonomic symptoms. The most prevalent cause of dysautonomia, or autonomic dysfunction, is Postural Orthostatic Tachycardia Syndrome (POTS). Autonomic testing characterizes causes for nonspecific symptoms but is not necessary in patients with classic presentations. Treatment for autonomic dysfunction and failure focus on discontinuing offending medications, behavioral modification, and pharmacologic therapy to decrease symptom severity. Autonomic failure has no cure; therefore, the focus remains on improving quality of life.


Assuntos
Doenças do Sistema Nervoso Autônomo , Humanos , Doenças do Sistema Nervoso Autônomo/diagnóstico , Doenças do Sistema Nervoso Autônomo/terapia , Doenças do Sistema Nervoso Autônomo/fisiopatologia , Síndrome da Taquicardia Postural Ortostática/diagnóstico , Síndrome da Taquicardia Postural Ortostática/terapia , Atenção Primária à Saúde , Qualidade de Vida
15.
Postgrad Med ; 136(3): 318-324, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38660919

RESUMO

AIMS: To investigate whether higher serum CCL11/Eotaxin-1, a biomarker for aging and neurodegenerative and neuroinflammatory disorders, is associated with diabetic sensorimotor polyneuropathy (DSPN), peripheral nerve dysfunction, and cardiac autonomic neuropathy in people with type 2 diabetes. METHODS: This cross-sectional study included 106 patients with type 2 diabetes and 40 healthy controls, matched for the age and sex distribution of the diabetes group as a whole. The CC chemokines CCL11/Eotaxin-1 and CCL22/MDC were measured in fasting serum samples. DSPN and peripheral nerve function were assessed by neurological examination and nerve conduction studies, and cardiac autonomic function, by heart rate variability (HRV) and corrected QT (QTc) time. The cardio-ankle vascular index (CAVI) was measured as a marker for arterial stiffness. RESULTS: Serum CCL11/Eotaxin-1 levels were significantly higher in diabetic patients than in healthy controls (183 ± 63.5 vs. 113.1 ± 38.5 pg/ml, p < 0.001), but serum CCL22/MDC levels were not significantly different between the two groups. In the diabetes group, the serum CCL11/Eotaxin-1 level was positively correlated with ulnar and sural nerve conduction velocities (p = 0.0009, p = 0.0208, respectively) and sensory nerve action potential (p = 0.0083), and CAVI (p = 0.0005), but not with HRV indices or QTc time, and serum CCL22/MDC was not significantly correlated with any indices of nerve conduction. In a model adjusted for age and duration of diabetes, serum CCL11/Eotaxin-1 was still associated with ulnar nerve conduction velocity (p = 0.02124). Serum CCL11/Eotaxin-1, but not CCL22/MDC, was significantly higher in patients with than in those without DSPN (208.2 ± 71.6 vs. 159.1 ± 45.1 pg/ml, respectively; p < 0.0001). CONCLUSIONS: Serum CCL11/Eotaxin-1 is elevated in patients with DSPN and is associated with peripheral nerve dysfunction, in particular sensory nerve conduction velocity, suggesting that serum CCL11/Eotaxin-1 may be a potential biomarker for DSPN. CLINICAL TRIAL REGISTRATION: University Hospital Medical Information Network (UMIN) Clinical Trials Registry (UMIN000040631).


Assuntos
Biomarcadores , Quimiocina CCL11 , Diabetes Mellitus Tipo 2 , Neuropatias Diabéticas , Humanos , Masculino , Feminino , Diabetes Mellitus Tipo 2/complicações , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/fisiopatologia , Neuropatias Diabéticas/sangue , Neuropatias Diabéticas/fisiopatologia , Neuropatias Diabéticas/diagnóstico , Estudos Transversais , Pessoa de Meia-Idade , Biomarcadores/sangue , Quimiocina CCL11/sangue , Idoso , Condução Nervosa/fisiologia , Doenças do Sistema Nervoso Autônomo/sangue , Doenças do Sistema Nervoso Autônomo/fisiopatologia , Doenças do Sistema Nervoso Autônomo/etiologia , Doenças do Sistema Nervoso Autônomo/diagnóstico , Frequência Cardíaca/fisiologia , Estudos de Casos e Controles , Adulto
16.
Diabetes Obes Metab ; 26(7): 2624-2633, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38603589

RESUMO

AIM: To develop and employ machine learning (ML) algorithms to analyse electrocardiograms (ECGs) for the diagnosis of cardiac autonomic neuropathy (CAN). MATERIALS AND METHODS: We used motif and discord extraction techniques, alongside long short-term memory networks, to analyse 12-lead, 10-s ECG tracings to detect CAN in patients with diabetes. The performance of these methods with the support vector machine classification model was evaluated using 10-fold cross validation with the following metrics: accuracy, precision, recall, F1 score, and area under the receiver-operating characteristic curve (AUC). RESULTS: Among 205 patients (mean age 54 ± 17 years, 54% female), 100 were diagnosed with CAN, including 38 with definite or severe CAN (dsCAN) and 62 with early CAN (eCAN). The best model performance for dsCAN classification was achieved using both motifs and discords, with an accuracy of 0.92, an F1 score of 0.92, a recall at 0.94, a precision of 0.91, and an excellent AUC of 0.93 (95% confidence interval [CI] 0.91-0.94). For the detection of any stage of CAN, the approach combining motifs and discords yielded the best results, with an accuracy of 0.65, F1 score of 0.68, a recall of 0.75, a precision of 0.68, and an AUC of 0.68 (95% CI 0.54-0.81). CONCLUSION: Our study highlights the potential of using ML techniques, particularly motifs and discords, to effectively detect dsCAN in patients with diabetes. This approach could be applied in large-scale screening of CAN, particularly to identify definite/severe CAN where cardiovascular risk factor modification may be initiated.


Assuntos
Inteligência Artificial , Neuropatias Diabéticas , Eletrocardiografia , Humanos , Feminino , Pessoa de Meia-Idade , Masculino , Neuropatias Diabéticas/diagnóstico , Neuropatias Diabéticas/fisiopatologia , Eletrocardiografia/métodos , Adulto , Idoso , Algoritmos , Aprendizado de Máquina , Máquina de Vetores de Suporte , Doenças do Sistema Nervoso Autônomo/diagnóstico , Doenças do Sistema Nervoso Autônomo/fisiopatologia , Cardiomiopatias Diabéticas/diagnóstico
17.
Intern Med ; 63(8): 1163-1166, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38616117

RESUMO

Neuronal intranuclear inclusion disease (NIID) exhibits diverse clinical manifestations. Our patient was a 64-year-old woman with bilateral ptosis as the chief complaint. She had bilateral miosis, and the pupil was only slightly dilated 60 min after 1% phenylephrine administration, suggesting autonomic dysfunction secondary to preganglionic sympathetic impairment. A head-up tilt test revealed asymptomatic orthostatic hypotension. She was diagnosed with NIID based on a skin biopsy and genetic testing. This study suggests that blepharoptosis is an early manifestation of NIID. Furthermore, patients with suspected NIID should be examined carefully for autonomic dysfunction.


Assuntos
Doenças do Sistema Nervoso Autônomo , Blefaroptose , Doenças Neurodegenerativas , Feminino , Humanos , Pessoa de Meia-Idade , Blefaroptose/diagnóstico , Blefaroptose/etiologia , Biópsia , Testes Genéticos , Corpos de Inclusão Intranuclear
18.
Neurol Neuroimmunol Neuroinflamm ; 11(3): e200244, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38630952

RESUMO

OBJECTIVES: To report a case-control study of new-onset small fiber neuropathy (SFN) after COVID-19 with invasive cardiopulmonary exercise testing (iCPET). SFN is a critical objective finding in long COVID and amenable to treatment. METHODS: A retrospective chart review was conducted on patients seen in the NeuroCOVID Clinic at Yale who developed new-onset SFN after a documented COVID-19 illness. We collected demographics, symptoms, skin biopsy, iCPET testing, treatments, and clinical response to treatment or no intervention. RESULTS: Sixteen patients were diagnosed with SFN on skin biopsy (median age 47, 75% female, 75% White). 92% of patients reported postexertional malaise characteristic of myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS), and 7 patients underwent iCPET, which demonstrated neurovascular dysregulation and dysautonomia consistent with ME/CFS. Nine patients underwent treatment with IVIG, and 7 were not treated with IVIG. The IVIG group experienced significant clinical response in their neuropathic symptoms (9/9) compared with those who did not receive IVIG (3/7; p = 0.02). DISCUSSION: Here, we present preliminary evidence that after COVID-19, SFN is responsive to treatment with IVIG and linked with neurovascular dysregulation and dysautonomia on iCPET. A larger clinical trial is indicated to further demonstrate the clinical utility of IVIG in treating postinfectious SFN. CLASSIFICATION OF EVIDENCE: This study provides Class III evidence. It is a retrospective cohort study.


Assuntos
Doenças do Sistema Nervoso Autônomo , COVID-19 , Síndrome de Fadiga Crônica , Neuropatia de Pequenas Fibras , Humanos , Feminino , Pessoa de Meia-Idade , Masculino , Estudos de Casos e Controles , Estudos Retrospectivos , Síndrome de COVID-19 Pós-Aguda , Imunoglobulinas Intravenosas
19.
Clin Auton Res ; 34(2): 269-279, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38652421

RESUMO

PURPOSE: The specific characteristics of autonomic involvement in patients with early Parkinson's disease (PD) are unclear. This study aimed to evaluate the characteristics of autonomic dysfunction in drug-naïve patients with early-stage PD without orthostatic hypotension (OH) by analyzing Valsalva maneuver (VM) parameters. METHODS: We retrospectively analyzed drug-naïve patients without orthostatic hypotension (n = 61) and controls (n = 20). The patients were subcategorized into early PD (n = 35) and mid-PD (n = 26) groups on the basis of the Hoehn and Yahr staging. VM parameters, including changes in systolic blood pressure at late phase 2 (∆SBPVM2), ∆HRVM3, Valsalva ratio (VR), pressure recovery time, adrenergic baroreflex sensitivity, and vagal baroreflex sensitivity, were assessed. RESULTS: In the early PD group, ∆SBPVM2, a marker of sympathetic function, was significantly lower compared with that in controls (risk ratio = 0.95, P = 0.027). Receiver operating characteristic (ROC) curve analysis showed an optimal cut-off value of -10 mmHg for ∆SBPVM2 [P = 0.002, area under the curve (AUC): 0.737]. VR exhibited an inverse relationship with Unified Parkinson's Disease Rating Scale Part 3 scores in the multivariable regression analysis (VR: P = 0.038, ß = -28.61), whereas age showed a positive relationship (age: P = 0.027, ß = 0.35). CONCLUSION: The ∆BPVM2 parameter of the VM may help detect autonomic nervous system involvement in early-PD without OH. Our results suggest that sympathetic dysfunction is an early manifestation of autonomic dysfunction in patients with PD.


Assuntos
Doenças do Sistema Nervoso Autônomo , Barorreflexo , Doença de Parkinson , Manobra de Valsalva , Humanos , Doença de Parkinson/fisiopatologia , Doença de Parkinson/complicações , Doença de Parkinson/diagnóstico , Masculino , Feminino , Estudos Retrospectivos , Idoso , Pessoa de Meia-Idade , Doenças do Sistema Nervoso Autônomo/fisiopatologia , Doenças do Sistema Nervoso Autônomo/diagnóstico , Doenças do Sistema Nervoso Autônomo/etiologia , Manobra de Valsalva/fisiologia , Barorreflexo/fisiologia , Sistema Nervoso Simpático/fisiopatologia , Pressão Sanguínea/fisiologia
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