Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 61
Filtrar
2.
J Clin Biochem Nutr ; 74(2): 154-161, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38510684

RESUMO

The simplification of diagnostic criteria is critical to promoting interventions for sarcopenia. This study aimed to evaluate the relationship between sarcopenia and bone mass [measured by bioelectrical impedance analysis (BIA)], as well as to identify new indicators associated with this disease. Basic interviews and measurement of physical function were performed on 474 community-dwelling older adults (aged 77.1 ±â€…7.6 years), including older adult patients with sarcopenia, in Wakasa Town, Fukui Prefecture. The findings led to 363, 71, and 40 participants being classified as 'normal', 'pre-sarcopenia', and 'having sarcopenia', respectively. An Ordinal Logistic Regression Analysis showed that age, bone mass phase angle (lower limb), Fat-free Mass Index, and leg muscle score were aggravating factors for sarcopenia in both men and women. A receiver operating characteristic analysis of bone mass and sarcopenia status showed that the area under the curve and cut-off value, as well as its sensitivity and specificity, in men were 0.915 [95% confidence interval (CI): 0.853-0.977], 2.2 kg, 81%, and 87%, respectively, and 0.913 (95% CI: 0.858-0.968), 1.6 kg, 91%, and 88%, respectively, in women. This study revealed that the BIA method of measuring bone mass has excellent accuracy in detecting sarcopenia in both males and females.

3.
J Clin Biochem Nutr ; 74(1): 70-73, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38292122

RESUMO

Simplifying the diagnostic criteria for sarcopenia is key to establishing effective interventions. Herein, we aimed to clarify novel diagnostic factors. We calculated novel fat indices [total fat index (TFI) and limb fat index (LFI)] and clarified factors leading to pre-sarcopenia and sarcopenia in 594 enrolled older adults. Physical measurements [height, weight, body mass index (BMI), gait speed, grip strength, and skeletal muscle mass] were performed. Sarcopenia was determined using established diagnostic criteria (pre-sarcopenia, n = 102; sarcopenia, n = 42). Age was associated with sarcopenia status. BMI, TFI, and LFI were lower in patients with pre-sarcopenia and sarcopenia. Logistic regression analysis showed the following odds ratios (ORs) for pre-sarcopenia: BMI [OR: 0.787, 95% confidence interval (CI): 0.7-0.885], LFI (OR: 0.589, 95% CI: 0.402-0.863), and age (OR: 1.06, 95% CI: 1.02-1.1). ORs for sarcopenia (vs pre-sarcopenia) were as follows: LFI (OR: 50.6, 95% CI: 10.2-250.0), age (OR: 1.1, 95% CI: 1.0-1.2), and BMI (OR: 0.418, 95% CI: 0.28-0.608). Our findings contribute to informing medical guidelines.

4.
J Infect Chemother ; 30(3): 181-187, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37802152

RESUMO

INTRODUCTION: Early prediction of coronavirus disease (COVID-19) severity is crucial. Hyponatremia has been linked to poor outcomes in hospitalized COVID-19 patients, but its association with mild cases is unclear. This study aimed to investigate whether initial serum sodium level is a risk factor for COVID-19 severity in patients with mild-to-moderate disease. METHODS: A multicenter retrospective cohort study was conducted in 10 hospitals in Fukui City, Japan, from July 1, 2020, to October 31, 2021. The study included 1055 adult patients with asymptomatic, mild, or moderate COVID-19 confirmed by a positive RT-PCR test. The primary outcome was the need for oxygen therapy after hospitalization, and the secondary outcome was the composite of in-hospital death and critical care interventions. The association between initial serum sodium level (at the emergency department or on admission) and outcomes was examined, adjusting for age, sex, hypertension, and pneumonia presence. RESULTS: Of the 1267 patients diagnosed with COVID-19 during the study period, 1055 were eligible (median age: 45 years; 54 % male). Hyponatremia was observed in 5.2 % of patients upon admission. A lower initial serum sodium level was associated with an increased risk of the need for oxygen therapy after hospitalization (adjusted odds ratio [OR] per 1 mmol/L lower, 1.12 [95 % confidence interval {CI}, 1.05-1.19]) and the composite of critical care and in-hospital death (adjusted OR per 1 mmol/L lower, 1.09 [95 % CI, 0.99-1.20]). CONCLUSIONS: Among patients with mild COVID-19, lower initial serum sodium level was a risk factor for COVID-19 progression.


Assuntos
COVID-19 , Hiponatremia , Adulto , Humanos , Masculino , Pessoa de Meia-Idade , Feminino , Estudos Retrospectivos , COVID-19/diagnóstico , Prognóstico , SARS-CoV-2 , Mortalidade Hospitalar , Gravidade do Paciente , Oxigênio , Sódio
5.
Sci Prog ; 106(4): 368504231214119, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38105490

RESUMO

This report presents a unique finding of an incidental right internal carotid artery dissection in an asymptomatic 69-year-old man. The report highlights the possible trigger and long-term outcomes of this condition. The patient had participated in Japanese archery competitions for many years. His medical history included hypertension and a prior ischemic stroke in the left lateral medulla, resulting in Wallenberg syndrome. During a routine visit, head magnetic resonance angiography revealed right internal carotid artery dissection. He was managed conservatively with antiplatelet therapy and close monitoring. Follow-up imaging after 10 years showed no changes, and the patient remained asymptomatic. Therefore, routine screening for incidental findings is important even in asymptomatic patients. Archery competitions may be a possible trigger for internal carotid artery dissection. The presence of re-entry in the lesion at the time of onset can be a predictor of a good long-term prognosis.


Assuntos
Dissecação da Artéria Carótida Interna , Masculino , Humanos , Idoso , Dissecação da Artéria Carótida Interna/diagnóstico por imagem , Dissecação da Artéria Carótida Interna/etiologia , Seguimentos , Japão , Angiografia por Ressonância Magnética/efeitos adversos
6.
JMA J ; 6(4): 437-447, 2023 Oct 16.
Artigo em Inglês | MEDLINE | ID: mdl-37941692

RESUMO

Introduction: Many countries have reported persistent and concomitant symptoms of coronavirus disease 2019 (COVID-19). This study aimed to identify persistent COVID-19 and concomitant symptoms in discharged patients and identify the risk factors for such symptoms. Methods: This study enrolled patients with COVID-19 who were admitted to the University of Fukui Hospital, Japan, and discharged between April 3, 2020, and August 19, 2021. Persistent and concomitant symptoms were confirmed based on medical examinations approximately 2 weeks after discharge. Patient characteristics and symptoms were collected from the patients' medical records by a technical assistant. Results: This study included 120 patients (60 men and 60 women; mean age, 53.5 ± 17.0 years). Persistent COVID-19 symptoms were observed in 62 patients (51.7%). The most common persistent symptom was weakened physical function, manifesting as physical weakness (48.4%) and muscle weakness (29.0%). Binary logistic regression analysis revealed that cough with expectoration within the acute phase of COVID-19 was a risk factor predisposing patients to COVID-19 sequelae (odds ratio: 2.94, 95% confidence interval: 1.300 - 6.630, p = 0.009). Conclusions: The study findings suggest that productive cough in the acute phase is associated with subsequent physical and muscle weaknesses in the subacute phase.

7.
Front Neurol ; 14: 1242615, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37885479

RESUMO

Background and objectives: Magnetic resonance imaging with arterial spin labeling (ASL) perfusion imaging is a noninvasive method for quantifying cerebral blood flow (CBF). We aimed to evaluate the clinical utility of ASL perfusion imaging to aid in the diagnosis of Creutzfeldt-Jakob disease (CJD). Methods: This retrospective study enrolled 10 clinically diagnosed with probable sporadic CJD (sCJD) based on the National CJD Research & Surveillance Unit and EuroCJD criteria and 18 healthy controls (HCs). Diffusion-weighted images (DWIs), CBF images obtained from ASL, N-isopropyl-(123I)-p-iodoamphetamine (123IMP)-single-photon emission computed tomography (SPECT) images, and 18F-fluorodeoxyglucose (18FDG)-positron emission tomography (PET) images were analyzed. First, the cortical values obtained using volume-of-interest (VOI) analysis were normalized using the global mean in each modality. The cortical regions were classified into DWI-High (≥ +1 SD) and DWI-Normal (< +1 SD) regions according to the DWI-intensity values. The normalized cortical values were compared between the two regions for each modality. Second, each modality value was defined as ASL hypoperfusion (< -1 SD), SPECT hypoperfusion (< -1 SD), and PET low accumulation (< -1 SD). The overall agreement rate of DWIs with ASL-CBF, SPECT, and PET was calculated. Third, regression analyses between the normalized ASL-CBF values and normalized SPECT or PET values derived from the VOIs were performed using a scatter plot. Results: The mean values of ASL-CBF (N = 10), 123IMP-SPECT (N = 8), and 18FDG-PET (N = 3) in DWI-High regions were significantly lower than those in the DWI-Normal regions (p < 0.001 for all); however, HCs (N = 18) showed no significant differences in ASL-CBF between the two regions. The overall agreement rate of DWI (high or normal) with ASL-CBF (hypoperfusion or normal) (81.8%) was similar to that of SPECT (85.2%) and PET (78.5%) in CJD. The regression analysis showed that the normalized ASL-CBF values significantly correlated with the normalized SPECT (r = 0.44, p < 0.001) and PET values (r = 0.46, p < 0.001) in CJD. Discussion: Patients with CJD showed ASL hypoperfusion in lesions with DWI hyperintensity, suggesting that ASL-CBF could be beneficial for the diagnostic aid of CJD.

8.
Asian Biomed (Res Rev News) ; 17(3): 115-123, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37818161

RESUMO

Background: In Japan, on April 20, 2020, the definition of a close contact regarding coronavirus disease (COVID-19) was changed from a long-term contact time to a specified contact time of 15 min and from a contact distance of 2 m to 1 m. Objectives: We aimed to determine the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection rate among close contacts of patients with COVID-19 and determine the impact of the infection on transmission among close contacts. Methods: The numbers of SARS-CoV-2 tests, SARS-CoV-2-positive cases, and close contacts of patients with COVID-19 were assessed between March 2020 and February 2021 in Fukui Prefecture, Japan. The study period was subdivided into 3 periods. The second and third period contained data with the changed definition of close contact. Results: Overall, 32,238 SARS-CoV-2 tests were performed. There were 545 patients with COVID-19 and 1487 close contacts, of whom 267 tested positive. The highest infection rate occurred in period 3. Distance, protective measures, and contact time with COVID-19 patients influenced the increased infection rate. The infection rate showed a rising trend from 11.1% in period 1 to 19.2% and 20.0% in periods 2 and 3, respectively (Cochran-Armitage test; P < 0.004). Multivariate analysis revealed that female sex was an independent risk factor for infection of close contacts (odds ratio: 2.23; 95% confidence interval: 1.700-2.930). Conclusions: Female sex is a risk factor for transmission by close contacts. The rate of infection among close contacts may be associated with contact time, contact distance, and protective measures.

9.
Intern Med ; 62(20): 3013-3020, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37839874

RESUMO

Nivolumab blocks inhibitors of T-cell activation and restores antitumor immunity but promotes T-cell activity in host tissues by blocking inhibition of the T-cell function, resulting in immune-related adverse effects. We herein report an 80-year-old man presenting with nivolumab-related myasthenia gravis with anti-muscular voltage-gated potassium channel-complex (Kv1.4) antibodies. On day 29 after nivolumab administration, he simultaneously developed rapidly progressing right ptosis and left facial paralysis. Nivolumab administration was discontinued. He subsequently presented with bulbar paralysis, dyspnea, and muscle weakness and received intravenous immunoglobulin, methylprednisolone, and plasma exchange. The severity of nivolumab-related myasthenia gravis with anti-Kv1.4 antibodies presented with diverse clinical findings.


Assuntos
Blefaroptose , Miastenia Gravis , Miosite , Masculino , Humanos , Idoso de 80 Anos ou mais , Nivolumabe/efeitos adversos , Miastenia Gravis/induzido quimicamente , Miastenia Gravis/diagnóstico , Miastenia Gravis/tratamento farmacológico , Miosite/induzido quimicamente , Miosite/diagnóstico , Miosite/tratamento farmacológico , Blefaroptose/induzido quimicamente , Debilidade Muscular/tratamento farmacológico
11.
Prog Rehabil Med ; 8: 20230034, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37766813

RESUMO

Introduction: We aimed to evaluate adherence and satisfaction with prostheses and orthoses (POs) of the lower extremities delivered to community-dwelling patients and to assess the relationship of adherence and satisfaction with patient background factors, including medical status, physical findings, and level of participation. Methods: : We conducted a descriptive cohort study. Consecutive patients with disability who applied for lower extremity POs were invited to enroll. The patients' background information was collected at enrolment, and they were asked at 6 months after PO delivery whether they were using their PO as expected prior to its delivery, and, on a numerical rating scale (NRS, 0 - 10), if they were satisfied with their POs. Furthermore, the relationship between usage/satisfaction and the participants' backgrounds was evaluated and the participants' comments regarding their POs were summarized. Results: : This study analyzed the data of 51 participants (mean age, 56.5 ± 19 years). At the 6-month follow-up, 45 participants used POs as much as they had expected before delivery; this group was younger than their counterparts (52.7 versus 69.2 years). The median satisfaction score using the NRS was 8.5. Older participants (r = - 0.33), participants who were able to attach and remove their POs, and those who were independent in locomotion scored lower on satisfaction. Other background factors were not different regarding adherence or satisfaction. Conclusions: : This study demonstrated the difficulty in predicting the usage and satisfaction with lower limb POs from users' backgrounds. Producer-user communication, particularly with patients of older age and/or a higher level of participation, may improve adherence and satisfaction.

12.
Neuromuscul Disord ; 33(9): 74-80, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37652755

RESUMO

Anti-mitochondrial M2 antibody (AMA-M2)-positive myositis is an idiopathic inflammatory myopathy (IIM). Of all patients with myositis, 2.5-19.5% have AMA-M2 antibodies. However, the detailed distribution of muscles affected in AMA-positive myositis is unknown. Therefore, we examined lower muscle magnetic resonance imaging (MRI) findings of patients with AMA-positive myositis. Among the 63 patients with IIM at our institute, 5 (7.9%) were positive for AMA-M2 antibodies. However, one was also positive for anti-Jo1 antibodies; therefore, four patients were finally participated in this study. All patients had high-intensity MRI signals in the proximal muscles, including the gluteus maximus and iliopsoas muscles, and in the thigh muscles, including the vastus lateralis, vastus medialis, adductor magnus, and semimembranosus muscles. Lower leg muscles were relatively spared. Fascial edema was observed in all patients and was also present in the lower leg muscles. Subcutaneous edema was observed, particularly in the proximal portion of the lower limbs. In AMA-positive myositis, proximal muscles, including the gluteus maximus, vastus lateralis, adductor magnus, and the semimembranosus, were markedly affected, while the lower leg muscles were relatively preserved. Additionally, fascial edema was evident even in lower leg muscles. Therefore, muscle MRI can be a useful diagnostic aid for AMA-positive myositis.


Assuntos
Extremidade Inferior , Miosite , Humanos , Extremidade Inferior/diagnóstico por imagem , Miosite/diagnóstico por imagem , Perna (Membro) , Músculo Quadríceps , Anticorpos , Imageamento por Ressonância Magnética
13.
J Clin Ultrasound ; 51(4): 711-714, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-36929489

RESUMO

Ultrasonography and computed tomography of the lower extremities revealed fresh and chronic mixed-vein thrombosis (FCMVTs) presenting the "Blowfish sign," accompanied by pulmonary embolism. FCMVTs presenting the "Blowfish sign" may increase the risk of fatal pulmonary embolism, and its detection by ultrasonography is important for preventing pulmonary embolism.


Assuntos
Embolia Pulmonar , Trombose Venosa , Humanos , Artéria Pulmonar/diagnóstico por imagem , Embolia Pulmonar/diagnóstico por imagem , Embolia Pulmonar/complicações , Trombose Venosa/complicações , Trombose Venosa/diagnóstico por imagem , Ultrassonografia , Extremidade Inferior/diagnóstico por imagem , Doença Aguda
14.
Neuroradiology ; 65(3): 569-577, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36376524

RESUMO

PURPOSE: To investigate the relationship of the striatal dopamine transporter density to changes in the gray matter (GM) volume and cerebral perfusion in patients with Parkinson's disease (PD). METHODS: We evaluated the regional cerebral blood flow (CBF) and GM volume, concurrently measured using arterial spin labeling and T1-weighted magnetic resonance imaging, respectively, as well as the striatal specific binding ratio (SBR) in 123I-N-ω-fluoropropyl-2ß-carboxymethoxy-3ß-(4-iodophenyl)nortropane (123I-FP-CIT) single-photon emission computed tomography in 30 non-demented patients with PD (15 men and 15 women; mean age, 67.2 ± 8.8 years; mean Hoehn-Yahr stage, 2.2 ± 0.9). Voxel-wise regression analyses using statistical parametric mapping (SPM) were performed to explore the brain regions that showed correlations of the striatal SBR to the GM volume and CBF, respectively, with a height threshold of p < 0.0005 at the voxel level and p < 0.05 family-wise error-corrected at the cluster level. RESULTS: SPM analysis showed a significant positive correlation between the SBR and GM volume in the inferior frontal gyrus (IFG). Whereas, a positive correlation between the SBR and CBF was widely found in the frontotemporal and parietotemporal regions, including the IFG. Notably, the opercular part of the IFG showed significant correlations in both SPM analyses of the GM volume (r2 = 0.90, p < 0.0001) and CBF (r2 = 0.88, p < 0.0001). CONCLUSION: The voxel-wise analyses revealed the brain regions, mainly the IFG, that showed hypoperfusion and atrophy related to dopaminergic loss, which suggests that the progression of dopaminergic neurodegeneration leads to regional cortical dysfunction in PD.


Assuntos
Doença de Parkinson , Masculino , Humanos , Feminino , Pessoa de Meia-Idade , Idoso , Doença de Parkinson/patologia , Marcadores de Spin , Tomografia Computadorizada de Emissão de Fóton Único/métodos , Perfusão , Tropanos , Atrofia
16.
Intern Med ; 61(22): 3431-3434, 2022 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-35466161

RESUMO

A 51-year-old man was admitted to the hospital with a diagnosis of Listeria monocytogenes meningitis. Diffuse cerebral edema appeared after improvement of meningitis with appropriate treatment and worsened for two months. Due to brain herniation, brain tissue leaked through the incision made during the drain insertion in a hydrocephalus surgery. We found pathological evidence of significant neutrophil infiltration with a few lymphocytes without bacterial detection in the degraded brain tissue. The present case indicates that fatal cerebral edema with significant neutrophil infiltration may develop even after appropriate treatment for L. monocytogenes meningitis.


Assuntos
Edema Encefálico , Hidrocefalia , Listeria monocytogenes , Meningite por Listeria , Masculino , Humanos , Pessoa de Meia-Idade , Meningite por Listeria/complicações , Meningite por Listeria/diagnóstico , Edema Encefálico/diagnóstico por imagem , Edema Encefálico/etiologia , Infiltração de Neutrófilos
17.
Neuroradiology ; 64(9): 1829-1837, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35399110

RESUMO

PURPOSE: Corticobasal syndrome (CBS) and Parkinson's disease (PD) both present with asymmetrical extrapyramidal symptoms, often leading to a diagnostic dilemma. Patients with CBS frequently show cerebral blood flow (CBF) asymmetry alongside asymmetrical cortical atrophy. This study aimed to evaluate the clinical utility of arterial spin labeling (ASL) magnetic resonance imaging (MRI) to detect CBF asymmetry in patients with CBS. METHODS: We retrospectively investigated asymmetries of regional CBF and cortical volume, measured using ASL and T1-weighted MRI, in 13 patients with CBS and 22 age-matched patients with PD. Regional CBF and cortical volume values were derived from nine brain regions on each side. CBF and volume asymmetries were calculated as %difference in each region, respectively. RESULTS: CBF asymmetry showed significantly greater differences in seven of nine regions, such as the perirolandic area (- 8.7% vs. - 1.4%, p < 0.001) and parietal cortex (- 9.7% vs. - 1.3%, p < 0.001) in patients with CBS compared with patients with PD. In contrast, significant differences in volume asymmetry were observed in three regions included within the seven regions showing CBF asymmetry, which indicated that CBF asymmetry has greater sensitivity than volume asymmetry to detect asymmetricity in CBS. CONCLUSION: ASL imaging showed significant CBF asymmetry in a wider range of brain regions in patients with CBS, which suggests that noninvasive MRI with ASL imaging is a promising tool for the diagnosis of CBS, with advantages that include the simultaneous evaluation of asymmetrical hypoperfusion in addition to focal atrophy.


Assuntos
Degeneração Corticobasal , Atrofia , Circulação Cerebrovascular/fisiologia , Humanos , Imageamento por Ressonância Magnética/métodos , Estudos Retrospectivos , Marcadores de Spin
18.
Nutrients ; 14(7)2022 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-35406106

RESUMO

Vitamin B12 deficiency is associated with cognitive impairment, hyperhomocysteinemia, and hippocampal atrophy. However, the recovery of cognition with vitamin B12 supplementation remains controversial. Of the 1716 patients who visited our outpatient clinic for dementia, 83 had vitamin B12 deficiency. Among these, 39 patients (mean age, 80.1 ± 8.2 years) had undergone Mini-Mental State Examination (MMSE) and laboratory tests for vitamin B12, homocysteine (Hcy), and folic acid levels. The hippocampal volume was estimated using the z-score of the MRI-voxel-based specific regional analysis system for Alzheimer's disease. This is multi-center, open-label, single-arm study. All the 39 patients were administered vitamin B12 and underwent reassessment to measure the retested for MMSE and Hcy after 21−133 days (median = 56 days, interquartile range (IQR) = 43−79 days). After vitamin B12 supplementation, the mean MMSE score improved significantly from 20.5 ± 6.4 to 22.9 ± 5.5 (p < 0.001). Hcy level decreased significantly from 22.9 ± 16.9 nmol/mL to 11.5 ± 3.9 nmol/mL (p < 0.001). Significant correlation was detected between the extent of change in MMSE scores and baseline Hcy values. The degree of MMSE score was not correlated with hippocampal atrophy assessed by the z-score. While several other factors should be considered, vitamin B12 supplementation resulted in improved cognitive function, at least in the short term, in patients with vitamin B12 deficiency.


Assuntos
Disfunção Cognitiva , Deficiência de Vitamina B 12 , Idoso , Idoso de 80 Anos ou mais , Atrofia , Cognição , Disfunção Cognitiva/tratamento farmacológico , Disfunção Cognitiva/etiologia , Suplementos Nutricionais , Ácido Fólico , Homocisteína , Humanos , Vitamina B 12 , Deficiência de Vitamina B 12/complicações , Deficiência de Vitamina B 12/tratamento farmacológico , Vitaminas
19.
Front Med (Lausanne) ; 9: 846525, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35280897

RESUMO

Background: Early prediction of oxygen therapy in patients with coronavirus disease 2019 (COVID-19) is vital for triage. Several machine-learning prognostic models for COVID-19 are currently available. However, external validation of these models has rarely been performed. Therefore, most reported predictive performance is optimistic and has a high risk of bias. This study aimed to develop and validate a model that predicts oxygen therapy needs in the early stages of COVID-19 using a sizable multicenter dataset. Methods: This multicenter retrospective study included consecutive COVID-19 hospitalized patients confirmed by a reverse transcription chain reaction in 11 medical institutions in Fukui, Japan. We developed and validated seven machine-learning models (e.g., penalized logistic regression model) using routinely collected data (e.g., demographics, simple blood test). The primary outcome was the need for oxygen therapy (≥1 L/min or SpO2 ≤ 94%) during hospitalization. C-statistics, calibration slope, and association measures (e.g., sensitivity) evaluated the performance of the model using the test set (randomly selected 20% of data for internal validation). Among these seven models, the machine-learning model that showed the best performance was re-evaluated using an external dataset. We compared the model performances using the A-DROP criteria (modified version of CURB-65) as a conventional method. Results: Of the 396 patients with COVID-19 for the model development, 102 patients (26%) required oxygen therapy during hospitalization. For internal validation, machine-learning models, except for the k-point nearest neighbor, had a higher discrimination ability than the A-DORP criteria (P < 0.01). The XGboost had the highest c-statistic in the internal validation (0.92 vs. 0.69 in A-DROP criteria; P < 0.001). For the external validation with 728 temporal independent datasets (106 patients [15%] required oxygen therapy), the XG boost model had a higher c-statistic (0.88 vs. 0.69 in A-DROP criteria; P < 0.001). Conclusions: Machine-learning models demonstrated a more significant performance in predicting the need for oxygen therapy in the early stages of COVID-19.

20.
Disaster Med Public Health Prep ; 16(5): 2036-2043, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-34794523

RESUMO

OBJECTIVE: This study aimed to examine the prevalence of deep vein thrombosis (DVT) among evacuees in Minamiaso, a village which was temporarily isolated after the earthquakes, from the acute to recovery phase after the 2016 Kumamoto Earthquakes (GLIDE no: EQ-2016-000033-JPN). METHODS: This prospective study, which was approved by Fukui University Medical Research Ethics Committee (approval no. 20160024 and 20160089), enrolled 181 evacuees (73.9 ± 11.6 y) who participated in a series of 3 DVT screenings using portable ultrasound machines conducted over 19 mo. All participants completed a questionnaire before the screenings, and none of the participants attended all 3 screenings. Data analysis was performed using EZR version 1.41. RESULTS: The DVT prevalence was 14.3% (79.4 ± 8.2 y) at first screening of evacuees staying in shelters and 18.5% (71.5 ± 13.1 y) and 12.2% (72.8 ± 10.9 y) in second and third screenings of evacuees staying in temporary housing, respectively. Multivariate analysis revealed age ≥75 y and alcohol consumption as independent risk factors in the entire cohort and in patients aged ≤74 y, respectively. CONCLUSIONS: A high DVT prevalence over a long time period of 19 mo was observed where survivors were temporarily isolated after the disaster.


Assuntos
Desastres , Terremotos , Trombose Venosa , Humanos , Estudos Prospectivos , Estudos Transversais , Prevalência , Trombose Venosa/epidemiologia , Trombose Venosa/etiologia , Japão/epidemiologia
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA
...