27 research outputs found

    Parkinson Symptoms and Health Related Quality of Life as Predictors of Costs: A Longitudinal Observational Study with Linear Mixed Model Analysis

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    OBJECTIVE: To estimate the magnitude in which Parkinson's disease (PD) symptoms and health- related quality of life (HRQoL) determined PD costs over a 4-year period. MATERIALS AND METHODS: Data collected during 3-month, each year, for 4 years, from the ELEP study, included sociodemographic, clinical and use of resources information. Costs were calculated yearly, as mean 3-month costs/patient and updated to Spanish €, 2012. Mixed linear models were performed to analyze total, direct and indirect costs based on symptoms and HRQoL. RESULTS: One-hundred and seventy four patients were included. Mean (SD) age: 63 (11) years, mean (SD) disease duration: 8 (6) years. Ninety-three percent were HY I, II or III (mild or moderate disease). Forty-nine percent remained in the same stage during the study period. Clinical evaluation and HRQoL scales showed relatively slight changes over time, demonstrating a stable group overall. Mean (SD) PD total costs augmented 92.5%, from € 2,082.17 (€ 2,889.86) in year 1 to € 4,008.6 (€ 7,757.35) in year 4. Total, direct and indirect cost incremented 45.96%, 35.63%, and 69.69% for mild disease, respectively, whereas increased 166.52% for total, 55.68% for direct and 347.85% for indirect cost in patients with moderate PD. For severe patients, cost remained almost the same throughout the study. For each additional point in the SCOPA-Motor scale total costs increased € 75.72 (p = 0.0174); for each additional point on SCOPA-Motor and the SCOPA-COG, direct costs incremented € 49.21 (p = 0.0094) and € 44.81 (p = 0.0404), respectively; and for each extra point on the pain scale, indirect costs increased € 16.31 (p = 0.0228). CONCLUSIONS: PD is an expensive disease in Spain. Disease progression and severity as well as motor and cognitive dysfunctions are major drivers of costs increments. Therapeutic measures aimed at controlling progression and symptoms could help contain disease expenses.Abbvie Pharmaceuticals has solely funded the publication of this study; however, the funder had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.S

    Using XAI in the Clock Drawing Test to reveal the cognitive impairment pattern.

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    he prevalence of dementia is currently increasing worldwide. This syndrome produces a deteriorationin cognitive function that cannot be reverted. However, an early diagnosis can be crucial for slowing itsprogress. The Clock Drawing Test (CDT) is a widely used paper-and-pencil test for cognitive assessmentin which an individual has to manually draw a clock on a paper. There are a lot of scoring systems forthis test and most of them depend on the subjective assessment of the expert. This study proposes acomputer-aided diagnosis (CAD) system based on artificial intelligence (AI) methods to analyze the CDTand obtain an automatic diagnosis of cognitive impairment (CI). This system employs a preprocessingpipeline in which the clock is detected, centered and binarized to decrease the computational burden.Then, the resulting image is fed into a Convolutional Neural Network (CNN) to identify the informativepatterns within the CDT drawings that are relevant for the assessment of the patient’s cognitive status.Performance is evaluated in a real context where patients with CI and controls have been classified byclinical experts in a balanced sample size of 3282 drawings. The proposed method provides an accuracyof 75.65% in the binary case-control classification task, with an AUC of 0.83. These results are indeedrelevant considering the use of the classic version of the CDT. The large size of the sample suggests thatthe method proposed has a high reliability to be used in clinical contexts and demonstrates the suitabilityof CAD systems in the CDT assessment process. Explainable artificial intelligence (XAI) methods areapplied to identify the most relevant regions during classification. Finding these patterns is extremelyhelpful to understand the brain damage caused by CI. A validation method using resubstitution withupper bound correction in a machine learning approach is also discusseThis work was supported by the MCIN/ AEI/10.13039/501100011033/ and FEDER “Una manera de hacer Europa” under the RTI2018- 098913-B100 project, by the Consejeria de Economia, Innovacion, Ciencia y Empleo (Junta de An765 dalucia) and FEDER under CV20-45250, A-TIC080-UGR18, B-TIC-586-UGR20 and P20-00525 projects, and by the Ministerio de Universidades under the FPU18/04902 grant given to C. JimenezMesa and the Margarita-Salas grant to J.E. Arco

    ドイツ企業買収法をめぐる最近の動向と実務からの提案 (ドイツM&A弁護士との対話3)

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    OBJECTIVE: To assess the psychometric quality of an instrument designed to measure functional independence (Functional Independence Scale [FIS]) in several activities of daily living domains and to be applied by trained non-health-related interviewers. The study was carried out in the autonomous region of Madrid in community-dwelling elders. METHODS: We performed a cross-sectional validation study. In addition to the FIS, Pfeiffer's questionnaire, the Depression Subscale of the Hospital Anxiety and Depression Scale, the Comorbidity Index, the Barthel Index, and EQ-5D were used. These measures were cross-sectionally applied to community-dwelling elders (n=500) and outpatients in a general hospital (n=100) aged 65 years. The following FIS psychometric attributes were analyzed: acceptability, scaling assumptions, internal consistency, construct validity, and precision. RESULTS: A fully computable FIS total score was obtained in 94.3% of the subjects. A ceiling effect (60.65%), but no floor effect (0.22%) was evident in the community-dwelling elders. No floor or ceiling effects were detected in the hospital sample. Scaling assumptions and internal consistency were satisfactory (item-total correlations: 0.57-0.91; Cronbach's alpha: 0.94). Factor analysis identified three factors that explained 74.3% of the variance. Indexes of convergent, internal, and known-groups validity were satisfactory. The scale's precision, determined by the standard error of measurement (2.49; 95%CI=4.88), was also satisfactory. CONCLUSION: The FIS is an easy-to-use instrument with appropriate metric attributes. This scale can be usefully applied in broad samples of non-institutionalized elders by non-health related personnel.Estudio financiado por la Dirección General de Universidades e Investigación de la Comunidad de Madrid (PlanRegionalI+D+I. Ref.06/HSE/0417/2004) y por el Plan Nacional I+D+I del Ministerio de CienciayTecnología (Ref.BSO2003-00401).S

    Clonal chromosomal mosaicism and loss of chromosome Y in elderly men increase vulnerability for SARS-CoV-2

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    The pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2, COVID-19) had an estimated overall case fatality ratio of 1.38% (pre-vaccination), being 53% higher in males and increasing exponentially with age. Among 9578 individuals diagnosed with COVID-19 in the SCOURGE study, we found 133 cases (1.42%) with detectable clonal mosaicism for chromosome alterations (mCA) and 226 males (5.08%) with acquired loss of chromosome Y (LOY). Individuals with clonal mosaic events (mCA and/or LOY) showed a 54% increase in the risk of COVID-19 lethality. LOY is associated with transcriptomic biomarkers of immune dysfunction, pro-coagulation activity and cardiovascular risk. Interferon-induced genes involved in the initial immune response to SARS-CoV-2 are also down-regulated in LOY. Thus, mCA and LOY underlie at least part of the sex-biased severity and mortality of COVID-19 in aging patients. Given its potential therapeutic and prognostic relevance, evaluation of clonal mosaicism should be implemented as biomarker of COVID-19 severity in elderly people. Among 9578 individuals diagnosed with COVID-19 in the SCOURGE study, individuals with clonal mosaic events (clonal mosaicism for chromosome alterations and/or loss of chromosome Y) showed an increased risk of COVID-19 lethality

    La calidad de vida de los mayores nominada y evaluada por ellos mismos a partir del instrumento SEIQoL-DW

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    Este libro se basa en una investigación financiada por el Ministerio de Ciencia y Tecnología (PN I+D+i, ref. BSO2003-00401; investigadora principal: Fermina Rojo-Pérez) y por la Consejería de Educación de la Comunidad de Madrid (PR I+D+i, ref. 06/HSE/0417/2004; investigadora principal: Gloria Fernández-Mayoralas).Peer reviewe

    Consorcio español para la obtención de datos normativos del envejecimiento : pruebas de cribado (MMSE, GDS-15 y MFE)

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    Detecting cognitive impairment is a priority for health systems. The aim of this study is to create normative data on screening tests (MMSE, GDS and MFE) for middle-aged and older Spanish adults, considering the effects of sociodemographic factors. Method: A total of 2,030 cognitively intact subjects who lived in the community, aged from 50 to 88 years old, participated voluntarily in SCAND consortium studies. The statistical procedure included the conversion of percentile ranges into scalar scores. Secondly, the effects of age, educational level and gender were verified. Linear regressions were used to calculate the scalar adjusted scores. Cut-off values for each test were also calculated. Results: Scalar scores and percentiles corresponding to MMSE, GDS-15 and MFE are shown. An additional table is provided which shows the points that must be added or subtracted from MMSE score depending on the subject’s educational level. Conclusions: The current norms should provide clinically useful data for evaluating Spanish people aged 50 to 88 years old and should contribute to improving the detection of initial symptoms of cognitive impairment in people living in the community, taking into account the influence of gender, age and educational levelDetectar el deterioro cognitivo es una prioridad del sistema sanitario. El objetivo de este estudio es la presentación de datos normativos de pruebas de cribado (MMSE, GDS y MFE) para adultos españoles de mediana edad y adultos mayores, considerando los efectos de factores sociodemográficos. Método: en los estudios realizados por el consorcio SCAND participaron voluntariamente 2.030 personas cognitivamente sanas, de 50 a 88 años, residentes en su comunidad. El procedimiento estadístico supuso la conversión de rangos percentiles en puntuaciones escalares. Posteriormente, se comprobaron los efectos de la edad, el nivel educativo y el género. Se utilizaron regresiones lineales para calcular las puntuaciones escalares ajustadas. También se calcularon los puntos de corte para cada prueba. Resultados: se muestran las puntuaciones escalares y los percentiles correspondientes a MMSE, GDS-15 y MFE. Además, se presenta una tabla que muestra los puntos que deben sumarse o restarse a la puntuación del MMSE dependiendo del nivel educativo del individuo. Conclusiones: los datos normativos presentados tienen una utilidad clínica para evaluar a población española de 50 a 88 años, y contribuyen a mejorar la detección de los síntomas iniciales del deterioro cognitivo teniendo en cuenta la influencia del género, la edad y el nivel educativoS

    Calidad de vida y estado de salud en personas mayores de 60 años con demencia institucionalizadas

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    Background: Studies that deepen in the aspects related to quality of life (QoL) of elderly with dementia living in nursing homes in Spain are needed. The aim of this study is to describe the QoL and related aspects in this population. Methods: Sample of 525 people with dementia older than 60 years in 14 nursing homes. QoL was assessed with EQ-5D (both index and visual analogue Scale, EQ-VAS) and Quality of Life in Alzheimer's Disease(QoL-AD, resident and caregiver versions). Other scales were also applied: Clinical Dementia Rating Scale (CDR), Barthel Index, Cornell Scale for Depression in Dementia (CSDD), modified version of the Cumulative Illness Rating Scale for Geriatrics (CIRS-G), Short Portable Mental Status Questionnaire (SPMSQ) and Cognitive Mini-exam (MEC). To determine the relationship between the variables of interest, Pearson's correlation coefficient and the analysis of variance (Student's t test) were used. Results: QoL scales displayed correlations from 0.17 to 0.50 between them. Qol-AD-caregiver scored higher in men with lower disability and depression 28.94±4.91, 29.91±4.74 and 28.44±4.94, respectively;(p<0.01), and correlated 0.45 with Barthel Index and -0.36 with CSDD. Qol-AD-resident scored higher in absence of depression (29.29±6.03). EQ-5D Index scored higher in men (0.19±0.33) with less disability (0.42±0.32) and its coefficient of correlation with Barthel Index was 0.79. Conclusions: Functional state and depression are associated with quality of life in older people with dementia living in nursing homes.Fundamentos: Es necesario profundizar en los distintos aspectos que componen la calidad de vida (CdV) en las personas con demencia que viven en residencias. El objetivo de este estudio fue describir la CdV e identificar los factores relacionados con ella. Métodos: Muestra compuesta por 525 personas con demencia mayores de 60 años en 14 residencias de España. La CdV se evaluó mediante el EQ-5D (índice y escala visual analógica, EQ-EVA) y Quality of Life in Alzheimer's Disease (QoL-AD versiones residente y cuidador). También se utilizaron Clinical Dementia Rating Scale (CDR), el índice de Barthel, la escala Cornell de depresión en demencia (CSDD), una versión adaptada de la Cumulative Illness Rating Scale for Geriatrics (CIRS-G), Short Portable Mental Status Questionnaire (SPMSQ) y el Mini Examen Cognoscitivo (MEC). Para determinar la asociación entre variables se utilizó el coeficiente de correlación de Pearson y la prueba t de Student. Resultados: Las escalas presentaron entre ellas correlaciones de 0,17 a 0,50. La puntuación QoL-AD cuidador fue mejor en varones con menos discapacidad y depresión (28,94±4,91, 29,91±4,74 y 28,44±4,94, respectivamente; (p<0,01) y correlacionó con el índice de Barthel 0,45 y con la CSDD -0,36. El QoL-AD residente fue mejor en ausencia de depresión (29,29±6,03). El índice EQ-5D fue mayor en varones (0,19±0,33) con menos discapacidad (0,42±0,32) y su coeficiente de correlación con el índice de Barthel fue de 0,79. Conclusiones: En personas mayores con demencia institucionalizadas en residencias la calidad de vida se relaciona con el estado funcional y la depresión
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