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1.
Int J Vasc Med ; 2022: 4224975, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35036009

RESUMO

Previous studies have linked peripheral microvascular dysfunction measured by arterial tonometry to high residual risk in on-statin patients. Digital thermal monitoring (DTM) of microvascular function is a new and simplified technique based on fingertip temperature measurements that has been correlated with the burden of atherosclerosis and its risk factors. Here, we report analyses of DTM data from two large US registries: Registry-I (6,084 cases) and Registry-II (1,021 cases) across 49 US outpatient clinics. DTM tests were performed using a VENDYS device during a 5-minute arm-cuff reactive hyperemia. Fingertip temperature falls during cuff inflation and rebounds after deflation. Adjusted maximum temperature rebound was reported as vascular reactivity index (VRI). VRI distributions were similar in both registries, with mean ± SD of 1.58 ± 0.53 in Registry-I and 1.52 ± 0.43 in Registry-II. In the combined dataset, only 18% had optimal VRI (≥2.0) and 82% were either poor (<1.0) or intermediate (1.0-2.0). Women had slightly higher VRI than men (1.62 ± 0.56 vs. 1.54 ± 0.47, p < 0.001). VRI was inversely but mildly correlated with age (r = -0.19, p < 0.001). Suboptimal VRI was found in 72% of patients <50 years, 82% of 50-70 years, and 86% of ≥70 years. Blood pressure was not correlated with VRI. In this largest registry of peripheral microvascular function measurements, suboptimal scores were highly frequent among on-treatment patients, possibly suggesting a significant residual risk. Prospective studies are warranted to validate microvascular dysfunction as an indicator of residual risk.

2.
J Am Heart Assoc ; 7(22): e009476, 2018 11 20.
Artigo em Inglês | MEDLINE | ID: mdl-30571498

RESUMO

Background Studies have demonstrated that the current US guidelines based on American College of Cardiology/American Heart Association (ACC/AHA) Pooled Cohort Equations Risk Calculator may underestimate risk of atherosclerotic cardiovascular disease ( CVD ) in certain high-risk individuals, therefore missing opportunities for intensive therapy and preventing CVD events. Similarly, the guidelines may overestimate risk in low risk populations resulting in unnecessary statin therapy. We used Machine Learning ( ML ) to tackle this problem. Methods and Results We developed a ML Risk Calculator based on Support Vector Machines ( SVM s) using a 13-year follow up data set from MESA (the Multi-Ethnic Study of Atherosclerosis) of 6459 participants who were atherosclerotic CVD-free at baseline. We provided identical input to both risk calculators and compared their performance. We then used the FLEMENGHO study (the Flemish Study of Environment, Genes and Health Outcomes) to validate the model in an external cohort. ACC / AHA Risk Calculator, based on 7.5% 10-year risk threshold, recommended statin to 46.0%. Despite this high proportion, 23.8% of the 480 "Hard CVD " events occurred in those not recommended statin, resulting in sensitivity 0.76, specificity 0.56, and AUC 0.71. In contrast, ML Risk Calculator recommended only 11.4% to take statin, and only 14.4% of "Hard CVD " events occurred in those not recommended statin, resulting in sensitivity 0.86, specificity 0.95, and AUC 0.92. Similar results were found for prediction of "All CVD " events. Conclusions The ML Risk Calculator outperformed the ACC/AHA Risk Calculator by recommending less drug therapy, yet missing fewer events. Additional studies are underway to validate the ML model in other cohorts and to explore its ability in short-term CVD risk prediction.


Assuntos
Doenças Cardiovasculares/diagnóstico , Aprendizado de Máquina , Medição de Risco/métodos , Idoso , Doenças Cardiovasculares/etiologia , Doenças Cardiovasculares/prevenção & controle , Doença da Artéria Coronariana/diagnóstico , Doença da Artéria Coronariana/etiologia , Doença da Artéria Coronariana/prevenção & controle , Feminino , Humanos , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Masculino , Pessoa de Meia-Idade , Fatores de Risco , Sensibilidade e Especificidade , Máquina de Vetores de Suporte
3.
Int J Vasc Med ; 2016: 1348028, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27830091

RESUMO

Background. Endothelial function is viewed as a barometer of cardiovascular health and plays a central role in vascular reactivity. Several studies showed digital thermal monitoring (DTM) as a simple noninvasive method to measure vascular reactivity that is correlated with atherosclerosis risk factors and coronary artery disease. Objectives. To further evaluate the relations between patient characteristics and DTM indices in a large patient registry. Methods. DTM measures were correlated with age, sex, heart rate, and systolic and diastolic blood pressure in 6084 patients from 18 clinics. Results. DTM vascular reactivity index (VRI) was normally distributed and inversely correlated with age (r = -0.21, p < 0.0001). Thirteen percent of VRI tests were categorized as poor vascular reactivity (VRI < 1.0), 70 percent as intermediate (1.0 ≤ VRI < 2.0), and 17 percent as good (VRI ≥ 2.0). Poor VRI (<1.0) was noted in 6% of <50 y, 10% of 50-70 y, and 18% of ≥70 y. In multiple linear regression analyses, age, sex, and diastolic blood pressure were significant but weak predictors of VRI. Conclusions. As the largest database of finger-based vascular reactivity measurement, this report adds to prior findings that VRI is a meaningful physiological marker and reflects a high level of residual risk found in patients currently under care.

4.
Artigo em Inglês | MEDLINE | ID: mdl-19964497

RESUMO

The noninvasive measurement of peripheral vascular reactivity, as an indicator of vascular function, provides a valuable tool for cardiovascular screening of at-risk populations. Practical and economical considerations demand that such a test be low-cost and simple to use. To this end, it is advantageous to substitute digital thermal monitoring (DTM) for the more costly and complex Doppler system commonly used for this measurement. A signal processing model was developed to establish the basis for the relationship between finger temperature reactivity and blood flow reactivity following a transient brachial artery occlusion and reperfusion protocol (reactive hyperemia). Flow velocity signals were acquired from the radial artery of human subjects via an 8 MHz Doppler probe while simultaneous DTM signals were acquired from a distal fingertip via DTM sensors. The model transforms the DTM temperature signals into normalized flow signals via a deconvolution method which employs an exponential impulse function. The DTM normalized flow signals were compared to simultaneous, low-frequency, normalized flow signals computed from Doppler sensors. The normalized flow signals, derived from DTM and Doppler sensors, were found to yield similar reactivity responses during reperfusion. The reactivity areas derived from DTM and Doppler sensors, indicative of hyperemic volumes, were found to be within +/- 15%. In conclusion, this signal processing model provides a means to measure vascular reactivity using DTM sensors, that is equivalent to that obtained by more complex Doppler systems.


Assuntos
Técnicas de Diagnóstico Cardiovascular , Fluxometria por Laser-Doppler , Termografia , Engenharia Biomédica , Velocidade do Fluxo Sanguíneo , Doenças Cardiovasculares/diagnóstico , Dedos/irrigação sanguínea , Humanos , Hiperemia/fisiopatologia , Modelos Cardiovasculares , Processamento de Sinais Assistido por Computador
5.
J Neurochem ; 102(6): 2008-2019, 2007 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-17555556

RESUMO

Recent studies suggest that microglia over-expressing mutant human superoxide dismutase (mSOD1(G93A)) may contribute to motoneuron death in a transgenic mouse model of familial amyotrophic lateral sclerosis. To further assess the relative neurotoxicity of wild-type microglia, mSOD1(G93A) microglia, and microglia over-expressing wild-type human SOD1, we used primary cultures of microglia and motoneurons in the presence and absence of lipopolysaccharide stimulation. Following activation with lipopolysaccharide, mSOD1(G93A) microglia released more nitric oxide, more superoxide, and less insulin-like growth factor-1 than wild-type microglia. In microglia/motoneuron co-cultures, mSOD1(G93A) microglia induced more motoneuron death and decreased neurite numbers and length compared with wild-type microglia. Mutant SOD1(G93A) microglia also induced more motoneuron injury than microglia over-expressing wild-type human SOD1 in microglia/motoneuron co-cultures. Motoneuron survival was inversely correlated with nitrate + nitrite concentrations in mSOD1(G93A) co-cultures, suggesting the important role of nitric oxide in microglia-induced motoneuron injury. Thus, relative to wild-type microglia, mSOD1(G93A) microglia were more neurotoxic and induced more motoneuron injury than similarly treated wild-type microglia.


Assuntos
Esclerose Lateral Amiotrófica/enzimologia , Sistema Nervoso Central/enzimologia , Microglia/enzimologia , Neurônios Motores/enzimologia , Degeneração Neural/enzimologia , Superóxido Dismutase/genética , Esclerose Lateral Amiotrófica/genética , Esclerose Lateral Amiotrófica/fisiopatologia , Animais , Comunicação Celular/genética , Morte Celular/genética , Células Cultivadas , Sistema Nervoso Central/patologia , Sistema Nervoso Central/fisiopatologia , Técnicas de Cocultura , Humanos , Mediadores da Inflamação/farmacologia , Lipopolissacarídeos/farmacologia , Camundongos , Camundongos Transgênicos , Mutação/genética , Degeneração Neural/genética , Degeneração Neural/fisiopatologia , Óxido Nítrico/metabolismo , Estresse Oxidativo/efeitos dos fármacos , Estresse Oxidativo/fisiologia , Ratos , Ratos Sprague-Dawley
6.
Proc Natl Acad Sci U S A ; 103(43): 16021-6, 2006 Oct 24.
Artigo em Inglês | MEDLINE | ID: mdl-17043238

RESUMO

The most common inherited form of amyotrophic lateral sclerosis (ALS), a neurodegenerative disease affecting adult motoneurons, is caused by dominant mutations in the ubiquitously expressed Cu(2+)/Zn(2+) superoxide dismutase (SOD1). Recent studies suggest that glia may contribute to motoneuron injury in animal models of familial ALS. To determine whether the expression of mutant SOD1 (mSOD1(G93A)) in CNS microglia contributes to motoneuron injury, PU.1(-/-) mice that are unable to develop myeloid and lymphoid cells received bone marrow transplants resulting in donor-derived microglia. Donor-derived microglia from mice overexpressing mSOD1(G93A), an animal model of familial ALS, transplanted into PU.1(-/-) mice could not induce weakness, motoneuron injury, or an ALS-like disease. To determine whether expression of mSOD1(G93A) in motoneurons and astroglia, as well as microglia, was required to produce motoneuron disease, PU.1(-/-) mice were bred with mSOD1(G93A) mice. In mSOD1(G93A)/PU.1(-/-) mice, wild-type donor-derived microglia slowed motoneuron loss and prolonged disease duration and survival when compared with mice receiving mSOD1(G93A) expressing cells or mSOD1(G93A) mice. In vitro studies confirmed that wild-type microglia were less neurotoxic than similarly cultured mSOD1(G93A) microglia. Compared with wild-type microglia, mSOD1(G93A) microglia produced and released more superoxide and nitrite+nitrate, and induced more neuronal death. These data demonstrate that the expression of mSOD1(G93A) results in activated and neurotoxic microglia, and suggests that the lack of mSOD1(G93A) expression in microglia may contribute to motoneuron protection. This study confirms the importance of microglia as a double-edged sword, and focuses on the importance of targeting microglia to minimize cytotoxicity and maximize neuroprotection in neurodegenerative diseases.


Assuntos
Esclerose Lateral Amiotrófica/metabolismo , Esclerose Lateral Amiotrófica/patologia , Microglia/metabolismo , Microglia/patologia , Proteínas Proto-Oncogênicas/deficiência , Proteínas Proto-Oncogênicas/metabolismo , Transativadores/deficiência , Transativadores/metabolismo , Envelhecimento/fisiologia , Esclerose Lateral Amiotrófica/genética , Esclerose Lateral Amiotrófica/cirurgia , Animais , Animais Recém-Nascidos , Células da Medula Óssea/citologia , Transplante de Medula Óssea , Diferenciação Celular , Sobrevivência Celular , Progressão da Doença , Suscetibilidade a Doenças , Glicina/genética , Glicina/metabolismo , Região Lombossacral/patologia , Região Lombossacral/cirurgia , Camundongos , Camundongos Knockout , Neurônios Motores/metabolismo , Neurônios Motores/patologia , Mutação/genética , Proteínas Proto-Oncogênicas/genética , Superóxido Dismutase/genética , Superóxido Dismutase/metabolismo , Taxa de Sobrevida , Transativadores/genética
7.
Muscle Nerve ; 34(6): 702-8, 2006 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-16967489

RESUMO

The aim of this study was to determine the predictors of disease progression in a group of 832 patients with the diagnosis of definite or probable amyotrophic lateral sclerosis (ALS). Disease progression was defined as the time to 20-point change in Appel ALS (AALS) score. The effects of individual prognostic factors on disease progression were assessed with the Kaplan-Meier life-table method. In addition, the prognostic value of each factor was estimated using both univariate and multivariate Cox proportional hazard analyses. The median time to a 20-point change in AALS score in our patient population was 9 months. Age, site of symptom onset, time between first symptom and first examination, total AALS score at first examination, and AALS preslope (rate of disease progression between first symptom and first examination) were significant and independent covariates of disease progression in our population. Identification of predictors of disease progression will facilitate better design of therapeutic trials, permitting the use of disease progression as a primary endpoint and improving baseline stratification of patient populations.


Assuntos
Esclerose Lateral Amiotrófica/diagnóstico , Esclerose Lateral Amiotrófica/mortalidade , Perfil de Impacto da Doença , Adulto , Progressão da Doença , Feminino , Humanos , Masculino , Prognóstico , Modelos de Riscos Proporcionais
8.
Arch Neurol ; 63(8): 1139-43, 2006 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-16908741

RESUMO

BACKGROUND: In recent years, considerable effort has been made to improve the treatment of patients with amyotrophic lateral sclerosis (ALS). However, despite the increased use of supportive measures, controversy still exists about overall trends in disease progression and survival. OBJECTIVE: To analyze whether survival and disease progression in patients with ALS have changed during the past 20 years. DESIGN: By using the Kaplan-Meier life-table method, we compared disease progression (measured as time to a 20-point increase in the Appel ALS score) and survival in 1041 patients diagnosed as having ALS between January 1, 1984, and January 1, 1999 (historical group, n = 647), and between January 2, 1999, and November 1, 2004 (contemporary group, n = 394). The Cox proportional hazards model was used for univariate and multivariate analyses. RESULTS: The median survival from symptom onset was 4.32 years (95% confidence interval [CI], 3.81-4.84 years) in the contemporary group compared with 3.22 years (95% CI, 3.04-3.41 years) in the historical group (P<.001). The contemporary patients progressed more slowly (10 months to a 20-point increase; 95% CI, 9-13 months) compared with patients in the historical group (9 months to a 20-point increase; 95% CI, 8-9 months) (P<.001). In the multivariate Cox proportional hazards model, the observed outcome improvement over time was independent of confounding factors, such as age, sex, diagnostic delay, site of symptom onset, baseline forced vital capacity, and baseline Appel ALS score, and independent of the use of potentially outcome-modifying therapies (riluzole, noninvasive ventilation, and percutaneous gastrostomy). CONCLUSIONS: Contemporary patients had significantly prolonged survival and slower disease progression compared with patients from the historical group. The improved outcome seemed independent of specific ALS outcome-modifying therapies, but we cannot rule out an effect of comorbid conditions, which could have influenced medical treatment and survival. Nevertheless, our observations suggest the possibility that disease course has changed and that ALS is becoming less aggressive over time. Further studies are needed to determine whether there has been a fundamental change in the natural history of the disease or whether our results are because of other unmeasured aspects of improved multidisciplinary care.


Assuntos
Esclerose Lateral Amiotrófica/epidemiologia , Esclerose Lateral Amiotrófica/patologia , Adulto , Idoso , Esclerose Lateral Amiotrófica/diagnóstico , Biomarcadores , Dipeptídeos/metabolismo , Progressão da Doença , Feminino , Humanos , Inositol/metabolismo , Espectroscopia de Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Análise de Sobrevida , Fatores de Tempo
9.
J Neurol ; 253(11): 1428-36, 2006 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-16773270

RESUMO

OBJECTIVE: In order to define the predictors of prolonged survival available at the time of first examination we performed a historical cohort study of amyotrophis sclerosis (ALS) patients referred to our ALS Clinic over the last 20 years. METHODS: In a group of 1034 patients with the diagnosis of definite or probable ALS the effects of individual prognostic factors on tracheostomy-free survival were assessed with the Kaplan-Meier life-table method. The prognostic value of each factor was estimated using univariate and multivariate Cox proportional hazard analyses. RESULTS: The median survival time was 3.45 years, (95%CI 3.27-3.74). Both the univariate and multivariate Cox models indicated that younger age, limb site of onset, longer diagnostic delay, lower Appel ALS score (AALSS) at first examination, lower AALSS-rate of change between first symptom and first exam (preslope), and higher baseline forced vital capacity (FVC) were associated with longer survival. In addition, four factors: age, diagnostic delay, baseline FVC and AALSS preslope have been identified as independent predictors of survival in our patient population. CONCLUSIONS: The identification of younger age, limb site of onset and longer diagnostic delay as predictors of prolonged survival in ALS clinic population supports the findings of several, earlier studies that were based on smaller groups of patients. More significantly, several additional variables assessed at the first examination predict longer survival: lower baseline AALSS, lower AALSS- preslope and higher baseline FVC. All of these parameters are of value in patient management and in clinical trial development.


Assuntos
Esclerose Lateral Amiotrófica/epidemiologia , Esclerose Lateral Amiotrófica/mortalidade , Esclerose Lateral Amiotrófica/fisiopatologia , Adulto , Fatores Etários , Idade de Início , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Prognóstico , Capacidade Vital
10.
Biochem Biophys Res Commun ; 342(4): 1034-9, 2006 Apr 21.
Artigo em Inglês | MEDLINE | ID: mdl-16516157

RESUMO

We have used quantitative 2D gel electrophoresis to analyze serum proteins from 422 patients with neurodegenerative diseases and normal individuals in an unbiased approach to identify biomarkers. Differences in abnormal serum levels were found between amyotrophic lateral sclerosis (ALS), Parkinson's disease (PD), and related disorders for 34 protein biomarker spots, nine of which were related to the complement system. Of these nine, four spots originated from the Complement C3b-alpha-chain (C3c(1), C3c(2a), C3c(2b), and C3dg). The C3c spots (C3c(1), C3c(2a), and C3c(2b)) had the same amino acid sequence and glycosylation, though only C3c(1) was phosphorylated. In addition, Complement Factors H, Bb, and Pre-Serum amyloid protein displayed different serum concentrations in ALS, PD, and normal sera, whereas Complement C4b gamma-chain and Complement Factor I did not. The differential expression of the complement proteins provides potentially useful biomarkers as well as evidence for the involvement of inflammatory processes in the pathogenesis of ALS and PD.


Assuntos
Esclerose Lateral Amiotrófica/sangue , Esclerose Lateral Amiotrófica/diagnóstico , Proteínas Sanguíneas/análise , Complemento C3c/análise , Doença de Parkinson/sangue , Doença de Parkinson/diagnóstico , Medição de Risco/métodos , Biomarcadores/sangue , Humanos , Fatores de Risco
11.
J Neuropathol Exp Neurol ; 63(9): 964-77, 2004 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-15453095

RESUMO

Recent studies suggest that motor neuron (MN) death may be non-cell autonomous, with cell injury mediated by interactions involving non-neuronal cells, such as microglia and astrocytes. To help define these interactions, we used primary MN cultures to investigate the effects of microglia activated by lipopolysaccharide or IgG immune complexes from patients with amyotrophic lateral sclerosis. Following activation, microglia induced MN injury, which was prevented by a microglial iNOS inhibitor as well as by catalase or glutathione. Glutamate was also required since inhibition of the MN AMPA/kainate receptor by CNQX prevented the toxic effects of activated microglia. Peroxynitrite and glutamate were synergistic in producing MN injury. Their toxic effects were also blocked by CNQX and prevented by calcium removal from the media. The addition of astrocytes to cocultures of MN and activated microglia prevented MN injury by removing glutamate from the media. The protective effects could be reversed by inhibiting astrocytic glutamate transport with dihydrokainic acid or pretreating astrocytes with H2O2. Astrocytic glutamate uptake was also decreased by activated microglia or by added peroxynitrite. These data suggest that free radicals released from activated microglia may initiate MN injury by increasing the susceptibility of the MN AMPA/kainate receptor to the toxic effects of glutamate.


Assuntos
Esclerose Lateral Amiotrófica/metabolismo , Ácido Glutâmico/metabolismo , Microglia/metabolismo , Neurônios Motores/metabolismo , Óxido Nítrico/metabolismo , Estresse Oxidativo/fisiologia , Sistema X-AG de Transporte de Aminoácidos/antagonistas & inibidores , Sistema X-AG de Transporte de Aminoácidos/metabolismo , Esclerose Lateral Amiotrófica/imunologia , Animais , Astrócitos/metabolismo , Catalase/metabolismo , Catalase/farmacologia , Comunicação Celular/fisiologia , Morte Celular/fisiologia , Células Cultivadas , Técnicas de Cocultura , Radicais Livres/metabolismo , Ácido Glutâmico/toxicidade , Glutationa/metabolismo , Glutationa/farmacologia , Neurônios Motores/patologia , Óxido Nítrico Sintase/antagonistas & inibidores , Óxido Nítrico Sintase/metabolismo , Óxido Nítrico Sintase Tipo II , Ácido Peroxinitroso/farmacologia , Ratos , Ratos Sprague-Dawley , Receptores de AMPA/antagonistas & inibidores , Receptores de AMPA/metabolismo , Medula Espinal/metabolismo , Medula Espinal/patologia
12.
Curr Opin Rheumatol ; 15(6): 730-6, 2003 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-14569202

RESUMO

PURPOSE OF REVIEW: Amyotrophic lateral sclerosis, or Lou Gehrig disease, is a progressive neurodegenerative disease of adult onset characterized by a loss of motor neurons in the spinal cord and motor cortex. In the last several years, substantial progress has been made in defining the pathogenesis of motor neuron injury and relationships between disease mechanisms and the selective vulnerability of the motor neuron in both familial and sporadic forms of amyotrophic lateral sclerosis. RECENT FINDINGS: Current theories have shifted from a neuron-centered pathology to a focus on the interaction between motor neurons and glia, and their respective contributions to pathways implicated in amyotrophic lateral sclerosis. Although multiple mechanisms clearly can contribute to the pathogenesis of motor neuron injury, recent advances suggest that oxidative stress may play a significant role in the amplification, and possibly the initiation, of disease. SUMMARY: This article reviews the clinical aspects of amyotrophic lateral sclerosis and potential mechanisms of disease pathogenesis in the context of recent data supporting a major role for oxidative stress throughout the disease course. Evidence suggesting an important role for intercellular signaling is emphasized.


Assuntos
Esclerose Lateral Amiotrófica/etiologia , Esclerose Lateral Amiotrófica/fisiopatologia , Antioxidantes/uso terapêutico , Estresse Oxidativo/fisiologia , Feminino , Humanos , Masculino , Oxirredução , Prognóstico , Medição de Risco , Sensibilidade e Especificidade , Índice de Gravidade de Doença
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