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Correlation between disease severity indices and quality of life measurement tools in atopic dermatitis patients 特应性皮炎患者疾病严重程度指数与生活质量测量工具之间的相关性。
Pub Date : 2024-08-29 DOI: 10.7705/biomedica.6998
Gloria Sanclemente, Natalia Hernández, Liliana Tamayo, Daniela Chaparro, Ángela López, Colombian Atopic Dermatitis Research Group

Introduction: Reports regarding the correlation and effect size of change of the full spectrum of quality of life and disease severity measures applied in-person to patients with atopic dermatitis are scarce.

Objectives: To assess quality-of-life with 3 different instruments and to evaluate disease severity indices and to determine their correlation and effect size of change between two measurements.

Materials and methods: Patient-level data were obtained through two in-person visits. Sociodemographic information and data related to disease distribution, severity (through the BSA, EASI, SCORAD, POEM, and itching scales), and the impact of atopic dermatitis on quality of life using the DLQI and Skindex-29, and EQ-5D, were assessed. The correlation between change in quality-of-life scores and disease severity scores in addition to the standardized effect size were also evaluated.

Results: Only 139 out of 212 patients completed the follow-up visit. BSA highly correlated with SCORAD and EASI, and the lowest correlation was found with POEM. The best correlation of pruritus VAS was found with sleep disturbance. The SCORAD score highly correlated with EASI, and the lowest correlation was found with POEM. The magnitude of the effect at initiation of the study vs follow-up was in average moderate to important.

Conclusions: Patients with atopic dermatitis experience a substantial burden on quality of life. Disease activity correlates better with quality-of-life measurements when the disease is less severe after starting therapy. POEM and Skindex-29 seem to be optimal to determine disease severity and quality of life in adults with atopic dermatitis.

导言:有关特应性皮炎患者的生活质量和疾病严重程度的全面衡量标准的相关性和效应大小的报告很少:有关特应性皮炎患者生活质量和疾病严重程度全方位测量方法的相关性和变化影响大小的报告很少:使用 3 种不同的工具评估生活质量,评估疾病严重程度指数,并确定两种测量方法之间的相关性和变化的效应大小:通过两次面对面访问获得患者层面的数据。社会人口学信息和与疾病分布、严重程度(通过 BSA、EASI、SCORAD、POEM 和瘙痒量表)相关的数据,以及特应性皮炎对生活质量的影响(通过 DLQI 和 Skindex-29 以及 EQ-5D 进行评估)。此外,还评估了生活质量评分变化与疾病严重程度评分之间的相关性以及标准化效应大小:结果:212 名患者中只有 139 人完成了随访。BSA与SCORAD和EASI高度相关,与POEM的相关性最低。瘙痒 VAS 与睡眠障碍的相关性最好。SCORAD 评分与 EASI 高度相关,而与 POEM 的相关性最低。研究开始时与随访时的影响程度平均为中度到重度:结论:特应性皮炎患者的生活质量承受着巨大的负担。在开始治疗后病情较轻时,疾病活动与生活质量测量的相关性较好。POEM和Skindex-29似乎是确定成人特应性皮炎患者疾病严重程度和生活质量的最佳方法。
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引用次数: 0
Social determinants of health, the research we need. 健康的社会决定因素:我们需要的研究。
Pub Date : 2024-08-29 DOI: 10.7705/biomedica.7676
Carlos Álvarez-Dardet, Patricia Pérez-Wilson, Jorge Marcos-Marcos
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引用次数: 0
Pheochromocytoma/paraganglioma type 5 syndrome as a cause of secondary hypertension in a Colombian patient: case report [嗜铬细胞瘤-副神经节瘤综合征 5 型是一名哥伦比亚患者动脉高血压的病因:病例报告]。
Pub Date : 2024-05-31 DOI: 10.7705/biomedica.7152
Juan Morales, Daniela Arturo, Miguel Folleco

Pheochromocytoma is a tumor derived from neural crest cells able to produce sympathomimetic substances and, hence, a particular clinical picture. It is responsiblefor less than 1% of high blood pressure cases, with an estimated incidence between 0.4 and 0.6 cases per 100,000 people each year, and an average survival of seven years. Pheochromocytoma is a solid tumor with a high genetic component, as heritability can reach 40%. Once diagnosed, its treatment and prognosis are partly conditioned by the associated pathogenic variants that can be documented, especially those related to RET, SDHx, VHL, and NF1 genes.We present the case of a young woman with abdominal pain and high blood pressure, who was found to have a pheochromocytoma. Genetic testing detected a rare and recently discovered pathogenic variant: the SDHA:c.1A>C (p.Met1Leu). The patient responded adequately to the surgical treatment and continued the follow-up without documented recurrences.The diagnostic approach for pheochromocytoma patients must start with a clinical suspicion, followed by metabolite measurement in blood and urine, and finally, imaging. Currently, technology development allows precision medicine applicability. In this case of pheochromocytoma, recent developments in precision medicine resulted in the detection of associated genetic components involving the patient and her family. Adequate screening of the index patient is required for documenting pathogenic variants and better characterizing the disease.

嗜铬细胞瘤是一种来源于神经嵴细胞的肿瘤,具有产生拟交感神经物质的能力,因此临床表现特殊。在全身性动脉高血压病例中,嗜铬细胞瘤的发病率不到 1%,估计每年每 10 万人中有 0.4 至 0.6 例,中位生存期为 7 年。在所有实体瘤中,嗜铬细胞瘤有很大的遗传因素,高达 40% 的病例会遗传。一旦确诊这种疾病,就必须确定治疗方法和预后,这部分取决于相关的基因变异,尤其是 RET、SDHx、VHL 和 NF1。我们介绍了一位年轻女性的病例,她患有腹痛和全身动脉高血压,被诊断为嗜铬细胞瘤。经外显子组测序,发现了一个极为罕见的新发现致病变异体:SDHA:c.1A>C (p.Met1Leu)。患者对手术治疗反应良好,并继续接受随访,没有复发。嗜铬细胞瘤患者的诊断方法首先是临床怀疑,然后是血液和尿液中某些代谢物的测定,最后是影像学检查。目前的技术发展使得精准医疗在这一领域得以应用。在这个嗜铬细胞瘤病例中,发现了一个重要的遗传因素,它不仅影响患者,还影响其亲属。通过对指标病例进行适当筛查,可以发现基因突变,从而更好地确定疾病特征。
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引用次数: 0
Factors related to mortality in patients with chronic obstructive pulmonary disease in Colombian population [哥伦比亚慢性阻塞性肺病患者死亡率的相关因素]
Pub Date : 2024-05-31 DOI: 10.7705/biomedica.7140
Eduardo Tuta-Quintero, Alirio R Bastidas, Luis F Giraldo-Cadavid, Juliana Echeverri, Juan D Botero, Valentina Villarreal, Camila Zambrano, Valeria Rabe, Juan Hernández, Daniel Tavera, Juan Acosta, Ángela Martínez, Carlos Granados, María Nieto, Sergio E Román, William A Achry, Jonathan Guezguan-Pérez, Paula Prieto, Diana Parra-Cárdenas

Introduction. Data in low- and middle-income countries on mortality and its related risk factors in patients with chronic obstructive pulmonary disease are limited.Objective. To identify the incidence of death and its relationship with variables in a Colombian population during 12 months of follow-up.Materials and methods. We carried out a retrospective study in subjects diagnosed with chronic obstructive pulmonary disease in a third-level hospital in Colombia. Odds ratios were calculated using multivariable logistic regression analysis with the outcome variable “mortality at 12 months”.Results. We included 524 patients, 18.1% (95 / 524) died. The average age was 69.7 (SD = 8.92), and 59.2% (310 / 524) were women. The variables associated with mortality were age (OR = 6.54; 95% CI = 3.65-11.36; p < 0.001), years of exposure to wood smoke (OR = 4.59; 95% CI = 1.64-2.82; p = 0.002), chronic heart failure (OR = 1.81; 95% CI = 1.13-2.91; p = 0.014), cerebrovascular disease (OR = 3.35; 95% CI = 1.04-10.75; p = 0.032), and chronic kidney disease (OR = 6.96; 95% CI = 1.15-41.67; p=0.015). When adjusting the variables in the multivariate analysis, only an association was found for sex (OR = 1.55; 95% CI = 0.95-2.54; p = 0.008) and age (OR = 5.94; 95% CI = 3.3-10.69; p < 0.001).Conclusion. Age, years of exposure to wood smoke, chronic heart failure, and cerebrovascular and chronic kidney disease were the clinical variables associated with a fatal outcome. However, age and sex were the only variables related to mortality when adjusted for confounding factors.

导言。在中低收入国家,有关慢性阻塞性肺病患者死亡率和风险因素的数据十分有限。研究目的确定哥伦比亚人群在 12 个月随访期间的死亡发生率及其相关变量。材料和方法。在哥伦比亚的一家三级诊所对确诊为慢性阻塞性肺病的患者进行了一项回顾性研究。采用多变量逻辑回归分析法计算了以 "12 个月死亡率 "为结果变量的比率。研究结果共收治了 524 名患者,其中 18.1%(95/524)死亡。平均年龄为 69.7 岁(SD = 8.92),59.2%(310 / 524)为女性。与死亡率相关的变量有年龄(OR = 6.54; 95%CI: 3.65-11.36; p < 0.001)、接触木烟的年数(OR = 4.59; 95%CI: 1.64-12.82; p = 0.002)、慢性心力衰竭(OR = 1.81; 95%CI:1.13-2.91,p=0.014)、脑血管疾病(OR=3.35,95%CI:1.04-10.75,p=0.032)和慢性肾脏疾病(OR=6.96,95%CI:1.15-41.67,p=0.015)。在多变量分析中对变量进行调整后,只发现性别(OR=1.55;95%CI:0.95-2.54;p=0.008)和年龄(OR=5.94;95%CI:3.3-10.69;p<0.001)之间存在关联。结论年龄、接触木烟的年数、慢性心力衰竭、脑血管疾病和慢性肾脏疾病是与致命结局相关的临床变量。然而,在对混杂因素进行调整后,年龄和性别是唯一与死亡率相关的变量。
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引用次数: 0
Diabetes mellitus in patients with heart failure and effect modification of risk factors for short-term mortality: An observational study from the Registro Colombiano de Falla Cardíaca (RECOLFACA). 心力衰竭患者中的糖尿病与短期死亡率风险因素的影响:哥伦比亚心脏衰竭登记处(RECOLFACA)的一项观察性研究。
Pub Date : 2024-05-31 DOI: 10.7705/biomedica.6951
Luis Eduardo Echeverría, Clara Saldarriaga, Sebastián Campbell-Quintero, Lisbeth Natalia Morales-Rodríguez, Juan David López-Ponce de León, Andrés Felipe Buitrago, Erika Martínez-Carreño, Jorge Alberto Sandoval-Luna, Alexis Llamas, Gustavo Adolfo Moreno-Silgado, Julián Vanegas-Eljach, Nelson Eduardo Murillo-Benítez, Ricardo Gómez-Paláu, Alex Arnulfo Rivera-Toquica, Juan Esteban Gómez-Mesa, Recolfaca Research Group

Introduction: Heart failure and type 2 diabetes mellitus are critical public health issues.

Objective: To characterize the risk factors for mortality in patients with heart failure and type 2 diabetes mellitus from a large registry in Colombia and to evaluate the potential effect modifications by type 2 diabetes mellitus over other risk factors.

Materials and methods: Heart failure patients with and without type 2 diabetes mellitus enrolled in the Registro Colombiano de Falla Cardíaca (RECOLFACA) were included. RECOLFACA enrolled adult patients with heart failure diagnosis from 60 medical centers in Colombia during 2017-2019. The primary outcome was all-cause mortality. Survival analysis was performed using adjusted Cox proportional hazard models.

Results: A total of 2514 patients were included, and the prevalence of type 2 diabetes mellitus was 24.7% (n = 620). We found seven independent predictors of short-term mortality for the general cohort, chronic obstructive pulmonary disease, sinus rhythm, triple therapy, nitrates use, statins use, anemia, and hyperkalemia. In the type 2 diabetes mellitus group, only the left ventricle diastolic diameter was an independent mortality predictor (HR = 0.96; 95% CI: 0.93-0.98). There was no evidence of effect modification by type 2 diabetes mellitus on the relationship between any independent predictors and all-cause mortality. However, a significant effect modification by type 2 diabetes mellitus between smoking and mortality was observed.

Conclusions: Patients with type 2 diabetes mellitus had higher mortality risk. Our results also suggest that type 2 diabetes mellitus diagnosis does not modify the effect of the independent risk factors for mortality in heart failure evaluated. However, type 2 diabetes mellitus significantly modify the risk relation between mortality and smoking in patients with heart failure.

导言心力衰竭和 2 型糖尿病是严重的公共卫生问题:材料与方法:纳入哥伦比亚心脏衰竭登记处(RECOLFACA)登记的患有或未患有2型糖尿病的心衰患者。RECOLFACA在2017-2019年间招募了哥伦比亚60家医疗中心的心衰成年患者。主要结果为全因死亡率。采用调整后的 Cox 比例危险模型进行生存分析:共纳入2514名患者,2型糖尿病患病率为24.7%(n = 620)。我们发现,在普通人群中,慢性阻塞性肺病、窦性心律、三联疗法、硝酸酯类药物的使用、他汀类药物的使用、贫血和高钾血症是短期死亡率的七个独立预测因素。在 2 型糖尿病组中,只有左心室舒张期直径是一个独立的死亡率预测因子(HR = 0.96;95% CI:0.93-0.98)。没有证据表明,2 型糖尿病对任何独立预测因子与全因死亡率之间的关系产生影响。然而,在吸烟与死亡率之间,2型糖尿病对两者的影响有明显的调节作用:结论:2 型糖尿病患者的死亡风险较高。结论:2 型糖尿病患者的死亡风险较高,我们的研究结果还表明,2 型糖尿病的诊断并不会改变心力衰竭独立风险因素对死亡率的影响。然而,2型糖尿病会显著改变心力衰竭患者死亡率与吸烟之间的风险关系。
{"title":"Diabetes mellitus in patients with heart failure and effect modification of risk factors for short-term mortality: An observational study from the Registro Colombiano de Falla Cardíaca (RECOLFACA).","authors":"Luis Eduardo Echeverría, Clara Saldarriaga, Sebastián Campbell-Quintero, Lisbeth Natalia Morales-Rodríguez, Juan David López-Ponce de León, Andrés Felipe Buitrago, Erika Martínez-Carreño, Jorge Alberto Sandoval-Luna, Alexis Llamas, Gustavo Adolfo Moreno-Silgado, Julián Vanegas-Eljach, Nelson Eduardo Murillo-Benítez, Ricardo Gómez-Paláu, Alex Arnulfo Rivera-Toquica, Juan Esteban Gómez-Mesa, Recolfaca Research Group","doi":"10.7705/biomedica.6951","DOIUrl":"10.7705/biomedica.6951","url":null,"abstract":"<p><strong>Introduction: </strong>Heart failure and type 2 diabetes mellitus are critical public health issues.</p><p><strong>Objective: </strong>To characterize the risk factors for mortality in patients with heart failure and type 2 diabetes mellitus from a large registry in Colombia and to evaluate the potential effect modifications by type 2 diabetes mellitus over other risk factors.</p><p><strong>Materials and methods: </strong>Heart failure patients with and without type 2 diabetes mellitus enrolled in the Registro Colombiano de Falla Cardíaca (RECOLFACA) were included. RECOLFACA enrolled adult patients with heart failure diagnosis from 60 medical centers in Colombia during 2017-2019. The primary outcome was all-cause mortality. Survival analysis was performed using adjusted Cox proportional hazard models.</p><p><strong>Results: </strong>A total of 2514 patients were included, and the prevalence of type 2 diabetes mellitus was 24.7% (n = 620). We found seven independent predictors of short-term mortality for the general cohort, chronic obstructive pulmonary disease, sinus rhythm, triple therapy, nitrates use, statins use, anemia, and hyperkalemia. In the type 2 diabetes mellitus group, only the left ventricle diastolic diameter was an independent mortality predictor (HR = 0.96; 95% CI: 0.93-0.98). There was no evidence of effect modification by type 2 diabetes mellitus on the relationship between any independent predictors and all-cause mortality. However, a significant effect modification by type 2 diabetes mellitus between smoking and mortality was observed.</p><p><strong>Conclusions: </strong>Patients with type 2 diabetes mellitus had higher mortality risk. Our results also suggest that type 2 diabetes mellitus diagnosis does not modify the effect of the independent risk factors for mortality in heart failure evaluated. However, type 2 diabetes mellitus significantly modify the risk relation between mortality and smoking in patients with heart failure.</p>","PeriodicalId":101322,"journal":{"name":"Biomedica : revista del Instituto Nacional de Salud","volume":"44 Sp. 1","pages":"182-197"},"PeriodicalIF":0.0,"publicationDate":"2024-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11368228/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141857546","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genetic and radiological aspects of pediatric renal cystic disease: A case series [儿科肾囊肿病的遗传和影像学方面:病例系列]。
Pub Date : 2024-05-31 DOI: 10.7705/biomedica.7110
Rafael Adrián Pacheco-Orozco, Jessica María Forero-Delgadillo, Vanessa Ochoa, Juan Sebastián Toro, Harry Pachajoa, Jaime Manuel Restrepo

Renal cystic diseases are common conditions whose etiology can be highly heterogeneous.They require a correct approach for adequate diagnosis and management. We aimed to illustrate part of the spectrum of renal cystic diseases through some clinical cases managed in our service.We describe 11 clinical cases including clinical entities such as renal multicystic dysplasia, and autosomal dominant and autosomal recessive polycystic renal disease, among other pathologies.Renal cystic diseases are heterogeneous in their clinical presentation, natural history, radiological findings, and genetic and pathophysiological basis. An integral clinical approach is needed to get a clear etiological diagnosis and offer adequate individualized care and follow-up for patients.

肾囊肿疾病是一种常见疾病,其病因可能非常复杂,需要采取适当的方法进行诊断和治疗。本研究的目的是通过利利山谷基金会管理的临床病例来说明肾囊肿疾病的部分病谱。本研究描述了 11 个临床病例,包括多囊性肾发育不良、常染色体显性和常染色体隐性多囊肾等疾病。肾囊肿疾病的临床表现、自然病史、影像学检查结果、遗传和病理生理基础各不相同,因此,诊断方法和综合治疗应根据个体情况并结合多学科方法进行。
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引用次数: 0
Relationship of quality and duration of sleep with arterial hypertension in a Colombian population [哥伦比亚动脉高血压患者睡眠质量与持续时间之间的关系]。
Pub Date : 2024-05-31 DOI: 10.7705/biomedica.7012
Ludwing Ricardo Marín, Lina María Vera, Boris Eduardo Vesga, Mabelyn Solany Marín

Introduction. Alterations in the quality and duration of sleep are risk factors for the development of arterial hypertension in Eastern countries. However, in Latin America there are few studies researching this association.Objective. To analyze the association between the quality and duration of sleep and the rate of arterial hypertension in a Colombian population.Materials and methods. An observational, longitudinal, prospective and analytical study nested in the INEFAC population-based cohort, was conducted with participants over 18 years of age from Bucaramanga (Colombia). Sleep quality was assessed using the Pittsburgh Sleep Quality Index. Sleep duration was assessed using standardized questions. Multivariate analysis was performed with logistic regression models adjusted for possible confounding variables.Results. A total of 1,306 non-hypertensive participants with a mean age of 40 ± 12 years were included. In this population, 92.8% had one or more sleep issues. 45.15% slept 6 hours or less and 28.6% slept 8 hours or more. Multivariate analysis showed a higher risk of hypertension in participants with diabetes (OR = 5.27; 95% CI: 2.27-12.26), obesity (OR = 2.81; 95% CI: 1.11-7.13), active smoking (OR = 2.02; 95% CI: 1.01-4.04) and higher socioeconomic level (OR = 4.94; 95% CI: 1.59-15.38 for level 4), but no higher risk was found in participants with poor sleep quality or short sleep duration.Conclusions. No association was found between the duration or quality of sleep and the rate of arterial hypertension in the Colombian population. More studies are required in this population to reach definitive conclusions.

导言。在东方国家,睡眠质量和持续时间的改变是导致全身性动脉高血压的危险因素。然而,拉丁美洲国家很少有研究调查这种关联。 目的:分析哥伦比亚人口中睡眠质量和持续时间与系统性动脉高血压发病率之间的关联。材料和方法。在 INEFAC 人口队列中嵌套开展了一项观察性、纵向、前瞻性和分析性研究,研究对象是布卡拉曼加(哥伦比亚)18 岁以上的人群。采用匹兹堡睡眠质量指数对睡眠进行评估,采用标准化问题对睡眠持续时间进行评估。采用逻辑回归模型进行多变量分析,并对潜在的混杂变量进行调整。其中,92.8%的人有睡眠问题,45.15%的人睡眠时间为 6 小时或以下,28.6%的人睡眠时间为 8 小时或以上。多变量分析显示,患有糖尿病(OR = 5.27)(95% CI:2.27-12.26)、肥胖(OR = 2.81)(95% CI:1.11-7.13)、主动吸烟(OR = 2.02)(95% CI:1.01-4.04)和高血压的参与者患高血压的风险增加:但在睡眠质量差或睡眠时间短的参与者中没有发现风险增加。结论:在哥伦比亚人群中,睡眠时间或睡眠质量与系统性动脉高血压发病率之间没有关联。需要对该人群进行进一步研究,才能得出明确结论。
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引用次数: 0
Development of a web application to evaluate spirometric curve and clinical variables to support COPD diagnosis in primary care. 开发一款评估肺活量曲线和临床变量的网络应用程序,为初级保健中的慢性阻塞性肺病诊断提供支持。
Pub Date : 2024-05-31 DOI: 10.7705/biomedica.7142
Adriana Maldonado-Franco, Luis F Giraldo-Cadavid, Eduardo Tuta-Quintero, Alirio R Bastidas, Angélica Moreno-Giraldo, Daniel A Botero-Rosas

Introduction: Choric obstructive pulmonary disease (COPD) is the third mortality cause in the world, and the development of useful diagnostic tools is necessary to improve timely diagnostic rates in primary care settings.

Objective: To develop a web application displaying spirometric and clinical information - including respiratory symptoms and risk factors- to facilitate a COPD diagnosis.

Materials and methods: In this cross-sectional study, an expert consensus was carried out with three specialists using the Delphi method to choose the relevant variables for COPD diagnosis. We developed a Python-based web application to diagnose COPD, displaying the clinical variables deemed relevant by the experts along the spirometric curve.

Results: Twenty-six clinical variables were included in the web application for the diagnosis of COPD. A fourth expert used the web application to classify a cohort of 695 patients who had undergone spirometry in a third-level centre and had answered at least one of five questionnaires for COPD screening. Out of the 695 subjects, 34% had COPD, according to the expert that diagnosed them using the web application. Only 42% of the patients in the COPD group had received a previous COPD diagnosis and 19% of the patients in the no COPD group had been misdiagnosed with the disease.

Conclusion: We developed a web application that displays demographic and clinical information, as well as spirometric data, to facilitate the process of diagnosing COPD in primary care settings.

导言:慢性阻塞性肺病(COPD)是全球第三大死亡原因,因此有必要开发有用的诊断工具,以提高基层医疗机构的及时诊断率:目的:开发一款显示肺活量和临床信息(包括呼吸系统症状和危险因素)的网络应用程序,以促进慢性阻塞性肺病的诊断:在这项横断面研究中,三位专家采用德尔菲法达成了专家共识,以选择慢性阻塞性肺病诊断的相关变量。我们开发了一个基于 Python 的网络应用程序,用于诊断慢性阻塞性肺病,沿肺活量曲线显示专家认为相关的临床变量:结果:26 个临床变量被纳入慢性阻塞性肺病诊断的网络应用程序。第四位专家使用该网络应用程序对 695 名患者进行了分类,这些患者在一家三级中心接受了肺活量测定,并回答了五份慢性阻塞性肺病筛查问卷中的至少一份。在这 695 名受试者中,根据使用网络应用程序对他们进行诊断的专家的说法,34% 的受试者患有慢性阻塞性肺病。慢性阻塞性肺病组中只有 42% 的患者曾接受过慢性阻塞性肺病诊断,无慢性阻塞性肺病组中有 19% 的患者曾被误诊为慢性阻塞性肺病:我们开发了一款网络应用程序,可显示人口统计学和临床信息以及肺活量测定数据,为基层医疗机构诊断慢性阻塞性肺病提供便利。
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引用次数: 0
Cardiac disease discrimination from 3D-convolutional kinematic patterns on cine-MRI sequences. 从 cine-MRI 序列上的三维卷积运动模式辨别心脏病。
Pub Date : 2024-05-31 DOI: 10.7705/biomedica.7115
Alejandra Moreno Tarazona, Lola Xiomara Bautista, Fabio Martínez

Introduction: Cine-MRI (cine-magnetic resonance imaging) sequences are a key diagnostic tool to visualize anatomical information, allowing experts to localize and determine suspicious pathologies. Nonetheless, such analysis remains subjective and prone to diagnosis errors.

Objective: To develop a binary and multi-class classification considering various cardiac conditions using a spatiotemporal model that highlights kinematic movements to characterize each disease.

Materials and methods: This research focuses on a 3D convolutional representation to characterize cardiac kinematic patterns during the cardiac cycle, which may be associated with pathologies. The kinematic maps are obtained from the apparent velocity maps computed from a dense optical flow strategy. Then, a 3D convolutional scheme learns to differentiate pathologies from kinematic maps.

Results: The proposed strategy was validated with respect to the capability to discriminate among myocardial infarction, dilated cardiomyopathy, hypertrophic cardiomyopathy, abnormal right ventricle, and normal cardiac sequences. The proposed method achieves an average accuracy of 78.00% and a F1 score of 75.55%. Likewise, the approach achieved 92.31% accuracy for binary classification between pathologies and control cases.

Conclusion: The proposed method can support the identification of kinematically abnormal patterns associated with a pathological condition. The resultant descriptor, learned from the 3D convolutional net, preserves detailed spatiotemporal correlations and could emerge as possible digital biomarkers of cardiac diseases.

简介电影磁共振成像(Cine-MRI)序列是将解剖信息可视化的重要诊断工具,专家可借此定位和确定可疑病变。然而,这种分析仍然是主观的,容易出现诊断错误:目的:利用时空模型开发一种二元和多类分类,考虑到各种心脏疾病,突出运动学运动,以描述每种疾病的特征:这项研究的重点是利用三维卷积表示法来描述心动周期中的心脏运动模式,这些运动模式可能与病症有关。运动图是通过密集光流策略计算的视速度图获得的。然后,通过三维卷积方案学习从运动图中区分病变:结果:所提出的策略在区分心肌梗死、扩张型心肌病、肥厚型心肌病、右心室异常和正常心脏序列的能力方面得到了验证。该方法的平均准确率为 78.00%,F1 得分为 75.55%。同样,该方法对病理和对照病例进行二元分类的准确率达到 92.31%:结论:所提出的方法有助于识别与病理状况相关的运动异常模式。从三维卷积网中学习到的描述符保留了详细的时空相关性,可能成为心脏疾病的数字生物标记。
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引用次数: 0
Following the roadmap outlined by the World health Organization: Innovation for the control of chronic noncommunicable diseases [遵循世界卫生组织的路线图:控制慢性非传染性疾病的创新]。
Pub Date : 2024-05-31 DOI: 10.7705/biomedica.7603
Ricardo A Peña-Silva, Juan Sebastián Reyes-González
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引用次数: 0
期刊
Biomedica : revista del Instituto Nacional de Salud
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