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1.
Paediatr Perinat Epidemiol ; 38(3): 271-286, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38273776

RESUMEN

BACKGROUND: Obstetrical complications impact the health of mothers and offspring along the life course, resulting in an increased burden of chronic diseases. One specific complication is abruption, a life-threatening condition with consequences for cardiovascular health that remains poorly studied. OBJECTIVES: To describe the design and data linkage algorithms for the Placental Abruption and Cardiovascular Event Risk (PACER) cohort. POPULATION: All subjects who delivered in New Jersey, USA, between 1993 and 2020. DESIGN: Retrospective, population-based, birth cohort study. METHODS: We linked the vital records data of foetal deaths and live births to delivery and all subsequent hospitalisations along the life course for birthing persons and newborns. The linkage was based on a probabilistic record-matching algorithm. PRELIMINARY RESULTS: Over the 28 years of follow-up, we identified 1,877,824 birthing persons with 3,093,241 deliveries (1.1%, n = 33,058 abruption prevalence). The linkage rates for live births-hospitalisations and foetal deaths-hospitalisations were 92.4% (n = 2,842,012) and 70.7% (n = 13,796), respectively, for the maternal cohort. The corresponding linkage rate for the live births-hospitalisations for the offspring cohort was 70.3% (n = 2,160,736). The median (interquartile range) follow-up for the maternal and offspring cohorts was 15.4 (8.1, 22.4) and 14.4 (7.4, 21.0) years, respectively. We will undertake multiple imputations for missing data and develop inverse probability weights to account for selection bias owing to unlinked records. CONCLUSIONS: Pregnancy offers a unique window to study chronic diseases along the life course and efforts to identify the aetiology of abruption may provide important insights into the causes of future CVD. This project presents an unprecedented opportunity to understand how abruption may predispose women and their offspring to develop CVD complications and chronic conditions later in life.


Asunto(s)
Desprendimiento Prematuro de la Placenta , Complicaciones Cardiovasculares del Embarazo , Embarazo , Femenino , Recién Nacido , Humanos , Desprendimiento Prematuro de la Placenta/epidemiología , Estudios de Cohortes , Estudios Retrospectivos , Placenta , Factores de Riesgo , Complicaciones Cardiovasculares del Embarazo/epidemiología , Muerte Fetal , Enfermedad Crónica
2.
J Biopharm Stat ; : 1-7, 2024 Apr 05.
Artículo en Inglés | MEDLINE | ID: mdl-38578223

RESUMEN

We describe an approach for combining and analyzing high-dimensional genomic and low-dimensional phenotypic data. The approach leverages a scheme of weights applied to the variables instead of observations and, hence, permits incorporation of the information provided by the low dimensional data source. It can also be incorporated into commonly used downstream techniques, such as random forest or penalized regression. Finally, the simulated lupus studies involving genetic and clinical data are used to illustrate the overall idea and show that the proposed enriched penalized method can select significant genetic variables while keeping several important clinical variables in the final model.

3.
J Biopharm Stat ; : 1-7, 2024 Jun 05.
Artículo en Inglés | MEDLINE | ID: mdl-38836424

RESUMEN

A complete workflow was presented for estimating the concentration of microorganisms in biological samples by automatically counting spots that represent viral plaque forming units (PFU) bacterial colony forming units (CFU), or spot forming units (SFU) in images, and modeling the counts. The workflow was designed for processing images from dilution series but can also be applied to stand-alone images. The accuracy of the methods was greatly improved by adding a newly developed bias correction method. When the spots in images are densely populated, the probability of spot overlapping increases, leading to systematic undercounting. In this paper, this undercount issue was addressed in an empirical way. The proposed empirical bias correction method utilized synthetic images with known spot sizes and counts as a training set, enabling the development of an effective bias correction function using a thin-plate spline model. Its application focused on the bias correction for the automated spot counting algorithm LoST proposed by Lin et al. Simulation results demonstrated that the empirical bias correction significantly improved spot counts, reducing bias for both fixed and random spot sizes and counts.

4.
Int J Qual Health Care ; 36(1)2024 Feb 20.
Artículo en Inglés | MEDLINE | ID: mdl-38408270

RESUMEN

Guidelines for cardiac catheterization in patients with non-specific chest pain (NSCP) provide significant room for provider discretion, which has resulted in variability in the utilization of invasive coronary angiograms (CAs) and a high rate of normal angiograms. The overutilization of CAs in patients with NSCP and discharged without a diagnosis of coronary artery disease is an important issue in medical care quality. As a result, we sought to identify patient demographic, socioeconomic, and geographic factors that influenced the performance of a CA in patients with NSCP who were discharged without a diagnosis of coronary artery disease. We intended to establish reference data points for gauging the success of new initiatives for the evaluation of this patient population. In this 20-year retrospective cohort study (1994-2014), we examined 107 796 patients with NSCP from the Myocardial Infarction Data Acquisition System, a large statewide validated database that contains discharge data for all patients with cardiovascular disease admitted to every non-federal hospital in NJ. Patients were partitioned into two groups: those offered a CA (CA group; n = 12 541) and those that were not (No-CA group; n = 95 255). Geographic, demographic, and socioeconomic variables were compared between the two groups using multivariable logistic regression, which determined the predictive value of each categorical variable on the odds of receiving a CA. Whites were more likely than Blacks and other racial counterparts (19.7% vs. 5.6% and 16.5%, respectively; P < .001) to receive a CA. Geographically, patients who received a CA were more likely admitted to a large hospital compared to small- or medium-sized ones (12.5% vs. 8.9% and 9.7%, respectively; P < .05), a primary teaching institution rather than a teaching affiliate or community center (16.1 % vs. 14.3% and 9.1%, respectively; P < .001), and at a non-rural facility compared to a rural one (12.1% vs. 6.5%; P < .001). Lastly from a socioeconomic standpoint, patients with commercial insurance more often received a CA compared to those having Medicare or Medicaid/self-pay (13.7% vs. 9.5% and 6.0%, respectively; P < .001). The utilization of CA in patients with NSCP discharged without a diagnosis of coronary artery disease in NJ during the study period may be explained by differences in geographic, demographic, and socioeconomic factors. Patients with NSCP should be well scrutinized for CA eligibility, and reliable strategies are needed to reduce discretionary medical decisions and improve quality of care.


Asunto(s)
Enfermedad de la Arteria Coronaria , Infarto del Miocardio , Anciano , Humanos , Estados Unidos , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Angiografía Coronaria , Estudios Retrospectivos , Medicare , Dolor en el Pecho/diagnóstico por imagen , Dolor en el Pecho/epidemiología
5.
Diabetes Obes Metab ; 25(4): 1068-1079, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36546607

RESUMEN

AIM: To develop an obese, insulin-resistant cynomolgus monkey model of non-alcoholic steatohepatitis (NASH) with fibrosis with a high fat/high cholesterol (HFHC) diet (with or without high fructose) and test its responsiveness to caloric restriction or pioglitazone. METHODS: First, two groups of monkeys (n = 24/group) with histologically proven NASH and fibrosis were fed the HFHC diet for 17 weeks. The treatment group was subjected to a 40% caloric restriction (CR) and had their diet switched from the HFHC diet to a chow diet (DSCR). Paired liver biopsies were taken before and 17 weeks after DSCR. Subsets of monkeys (nine/group) had whole liver fat content assessed by MRI. Next, two groups of monkeys with histologically proven NASH and fibrosis were treated with vehicle (n = 9) or pioglitazone (n = 20) over 24 weeks. RESULTS: The HFHC and DSCR groups lost 0.9% and 11.4% of body weight, respectively. After 17 weeks, non-alcoholic fatty liver disease activity score (NAS) improvement was observed in 66.7% of the DSCR group versus 12.5% of the HFHC group (P < .001). Hepatic fat was reduced to 5.2% in the DSCR group versus 23.0% in the HFHC group (P = .0001). After 24 weeks, NAS improvement was seen in 30% of the pioglitazone group versus 0% of the vehicle group (P = .08). CONCLUSIONS: Both weight loss induced by DSCR and treatment with pioglitazone improve the histological features of NASH in a diet-induced cynomolgus monkey model. This model provides a translational preclinical model for testing novel NASH therapies.


Asunto(s)
Enfermedad del Hígado Graso no Alcohólico , Animales , Enfermedad del Hígado Graso no Alcohólico/tratamiento farmacológico , Macaca fascicularis , Pioglitazona/uso terapéutico , Hígado/patología , Cirrosis Hepática/patología , Dieta Alta en Grasa , Modelos Animales de Enfermedad
6.
Plant Dis ; 2023 Oct 19.
Artículo en Inglés | MEDLINE | ID: mdl-37858969

RESUMEN

Nance fruit [Byrsonima crassifolia (L.) HBK] is a native crop widely distributed in Mexico and South America (Medina-Torres et al. 2018). It has been reported that nance is a good source of active compounds with anti-inflammatory, neuropharmacological and antioxidant effects. In 2022, the annual production of nance fruit in Mexico was of 7,713.13 tons and average yield of 5.64 t/ha with economic value of 51,952.66 million pesos (SIAP, 2022). This production generated significant economic income for the communities at a local, regional, and national level. In January 2023, irregular necrotic spots were observed on leaves and fruit of nance in an orchard of 50 nance trees located in San Sebastián Nopalera (16°54'52.73"N; 97°47'50.35"W), Oaxaca, Mexico. The incidence of the disease ranged from 50 to 60% of the trees. Infected fruit first showed dark-brown lesions with defined borders that coalesced to form large necrotic area. Isolates were purified by single spore isolation method (Choi et al. 1999).Colletotrichum strains were grown in PDA medium and five monoconidial isolates were obtained. A representative sample was selected (CNC-NP3) and deposited in the Culture Collection of Phytopathogenic Fungi of Plant Pathology Laboratory of the CIIDIR-Oaxaca of the Instituto Politécnico Nacional. Colony on PDA was white with sparse aerial mycelium, and the center was dark grey with abundant acervuli. Conidia (n = 100) were hyaline, aseptate, cylindrical with rounded apex, 13.5 to 15.2 × 4.3 to 5.1 µm. Appressoria (n = 20) were terminal or lateral, obovoid to clavate and some with slightly lobed, 9.9 to 11.6 × 5.3 to 6.6 µm. Based on the morphology, the isolate was identified as belonging to the Colletotrichum gloeosporioides species complex (Jayawardena et al. 2016). The representative isolate CNC-NP3 was identified by multilocus phylogenetic analysis using nucleotide sequences of internal transcribed spacer (ITS), actin (ACT), ß-tubulin (TUB2), and glyceraldehyde-3-phosphate-dehydrogenase (GAPDH) (Jayawardena et al. 2016). The sequences were deposited in GenBank (accessions nos. OQ861102 (ITS), OQ870548 (ACT), OQ870549 (TUB2), OQ870550 (GAPDH). The phylogenetic analysis was carried out by Maximum likelihood method using concatenated sequences of ITS, ACT, TUB2 and GAPDH genes (Kozlov et al. 2019). The multilocus phylogenetic analysis revelated clearly the isolate CNC-NP3 as Colletotrichum chrysophilum. To confirm pathogenicity of CNC-NP3, 30 healthy fruits were inoculated. Fifteen disinfected nance with wounds and fifteen nance without wounds were inoculate with 10 µL of conidial suspension (1×105 spores/mL) from 7-day old culture. And controls were inoculated using sterile distilled water. Fruits were placed in a moist chamber covered with plastic bag at 25 °C for 48 h to maintain high humidity. After 4 days the inoculation sites development symptoms that were identical to those initially observed in the field, whereas the control group remained symptomless. The pathogenicity test was performed twice, with the same results. The pathogen was re-isolated from the lesion to fulfill Koch's postulates. Currently, Colletotrichum chrysophilum has been reported causing anthracnose disease in several crops: apple in New York (Khodadadi et al. 2020), papaya in Mexico (Pacheco- Esteva et al.2022), Blueberry (Soares et al. 2022) and banana in Brazil (Astolfi et al. 2022). To our knowledge, this is the first report of anthracnose in Byrsonima crassifolia caused by Colletotrichum chrysophilum in Oaxaca, Mexico.

7.
Adicciones ; 35(2): 177-184, 2023 Jul 01.
Artículo en Inglés, Español | MEDLINE | ID: mdl-34171107

RESUMEN

Problematic internet use (PIU) among people with disabilities has received very little attention in scientific literature. The objective of this work is to study PIU among Spanish university students with disabilities, and determine whether it is related to the presence of psychological problems and discomfort. A total of 432 Spanish university students with disabilities from six universities participated in the study (35% motor disability, 22.7% sensory disability and 42.1% other disabilities, excluding psychical or intellectual disability). PIU in the sample was assessed using the Internet Addiction Test (IAT), while psychological problems were assessed using the Clinical Outcomes in Routine Evaluation-Outcome Measure (CORE-OM). PIU prevalence was 6.3%, and significant differences were found by age (< 22 had a PIU prevalence five times higher), onset of disability (prevalence was 3.7 times higher in those with congenital disability) and main type of internet use (recreational). There were no differences by sex, level of education or type of disability. In all the dimensions measured by CORE-OM (psychological problems, subjective well-being, life functioning and risk of self-harm and harm to others), the prevalence of psychological problems was significantly higher among problematic internet users. In conclusion, university students who are disabled from birth (regardless of their type of disability and sex), under the age of 22, and use the internet mainly for social networking and recreational purposes are at greater risk of psychological distress and are more vulnerable to problems like anxiety and difficulties with social relationships.


El uso problemático de internet (UPI) entre las personas con discapacidad ha recibido muy poca atención en la literatura científica. El objetivo de este trabajo es estudiar el UPI entre los estudiantes universitarios españoles con discapacidad, y si se relaciona con malestar y problemas psicológicos. En el estudio participaron 432 universitarios españoles con discapacidad de seis universidades (35 %: discapacidad motora, 22,7 %: discapacidad sensorial y 42,1 %: otras discapacidades, excluyendo la discapacidad psíquica o intelectual). El UPI se evaluó mediante el Test de Adicción a Internet (IAT), mientras que los problemas psicológicos se evaluaron mediante el cuestionario Clinical Outcomes in Routine Evaluation-Outcome Measure (CORE-OM). La prevalencia del UPI fue del 6,3 %, y no hubo diferencias estadísticamente significativas por sexo, tipo de discapacidad o estudios. Sí hubo diferencias en función de la edad (< 22 mostraron una prevalencia 5 veces mayor), origen de la discapacidad (discapacidad congénita mostraron una prevalencia 3,7 veces mayor) y tipo principal de uso (recreativo). La prevalencia de problemas psicológicos es significativamente mayor entre los usuarios problemáticos de Internet, en todas las dimensiones medidas por el CORE-OM (problemas psicológicos, bienestar subjetivo, funcionamiento general y riesgo de autolesión y de daño a otros). En conclusión, los estudiantes universitarios con discapacidad desde el nacimiento (independientemente del tipo de discapacidad y del sexo), menores de 22 años y que utilizan Internet principalmente con fines recreativos y las redes sociales tienen mayor riesgo de sufrir trastornos psicológicos y mayor vulnerabilidad a problemas como ansiedad y dificultades en las relaciones sociales.


Asunto(s)
Conducta Adictiva , Personas con Discapacidad , Trastornos Motores , Humanos , Universidades , Uso de Internet , Estudiantes/psicología , Conducta Adictiva/epidemiología , Conducta Adictiva/psicología , Estudios Transversales , Internet
8.
New Phytol ; 233(5): 1988-1997, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-34942016

RESUMEN

Roots anchor plants to the soil, providing them with nutrients and water while creating a defence network and facilitating beneficial interactions with a multitude of living organisms and climatological conditions. To facilitate morphological and molecular studies, root research has been conducted using in vitro systems. However, under natural conditions, roots grow in the dark, mainly in the absence of illumination, except for the relatively low illumination of the upper soil surface, and this has been largely ignored. Here, we discuss the results found over the last decade on how experimental exposure of roots to light may bias root development and responses through the alteration of hormonal signalling, cytoskeleton organization, reactive oxygen species or the accumulation of flavonoids, among other factors. Illumination alters the uptake of nutrients or water, and also affects the response of the roots to abiotic stresses and root interactions with the microbiota. Furthermore, we review in vitro systems created to maintain roots in darkness, and provide a comparative analysis of root transcriptomes obtained with these devices. Finally, we identify other experimental variables that should be considered to better mimic soil conditions, whose improvement would benefit studies using in vitro cultivation or enclosed ecosystems.


Asunto(s)
Microbiota , Raíces de Plantas , Interacción Gen-Ambiente , Iluminación , Raíces de Plantas/fisiología , Plantas , Rizosfera
9.
J Chem Inf Model ; 62(3): 703-717, 2022 02 14.
Artículo en Inglés | MEDLINE | ID: mdl-35061383

RESUMEN

The accurate prediction of binding affinity between protein and small molecules with free energy methods, particularly the difference in binding affinities via relative binding free energy calculations, has undergone a dramatic increase in use and impact over recent years. The improvements in methodology, hardware, and implementation can deliver results with less than 1 kcal/mol mean unsigned error between calculation and experiment. This is a remarkable achievement and beckons some reflection on the significance of calculation approaching the accuracy of experiment. In this article, we describe a statistical analysis of the implications of variance (standard deviation) of both experimental and calculated binding affinities with respect to the unknown true binding affinity. We reveal that plausible ratios of standard deviation in experiment and calculation can lead to unexpected outcomes for assessing the performance of predictions. The work extends beyond the case of binding free energies to other affinity or property prediction methods.


Asunto(s)
Proteínas , Entropía , Ligandos , Unión Proteica , Proteínas/química , Termodinámica
10.
Fam Pract ; 39(1): 99-105, 2022 01 19.
Artículo en Inglés | MEDLINE | ID: mdl-34160603

RESUMEN

BACKGROUND: Atrial fibrillation (AF) is a morbid disease whose complications can be prevented if prompt and correctly treated. OBJECTIVE: To assess the usefulness of an early AF diagnosis programme in at-risk individuals in primary care centres. METHODS: In an open-label, multi-centre, controlled interventional study, individuals with one or more risk factors for AF but without known AF were enrolled. They were allocated to intervention and control groups in a 1:2 ratio. Participants in the intervention group had three clinical and educational visits (0, 6 and 12 months). In intervention subgroup A, an electrocardiogram (ECG) was performed at each visit and in subgroup B, only if arrhythmia was detected on auscultation. After 2 years, the medical records of all participants were reviewed. Participants diagnosed with AF were followed for two additional years. RESULTS: Of the total 2231 participants enrolled, 1503 (67.36%) were allocated to the control group and 728 (32.63%) to the intervention groups (355 in subgroup A, 373 subgroup B). The groups showed similar clinical characteristics. New-onset AF was diagnosed in 38 patients. Early detection in subgroup B was similar to subgroup A and superior to control group (3.2% versus 1.2%, hazard ratio 3.149, 95% confidence interval 1.503-6.597, P = 0.002). AF patients in subgroups A and B had similar long-term complications and a tendency for fewer complications than AF patients in the control group. CONCLUSIONS: An intervention programme consisting of health education, systematic auscultation and opportunistic ECG by a primary care provider is a useful method for the early diagnosis of AF.


Asunto(s)
Fibrilación Atrial , Fibrilación Atrial/diagnóstico , Diagnóstico Precoz , Electrocardiografía , Humanos , Atención Primaria de Salud , Factores de Riesgo
11.
J Stroke Cerebrovasc Dis ; 31(5): 106322, 2022 May.
Artículo en Inglés | MEDLINE | ID: mdl-35245825

RESUMEN

BACKGROUND: Physical activity and exercise after stroke is strongly recommended, providing many positive influences on function and secondary stroke prevention. The purpose of this study was to investigate the effect of a stroke recovery program (SRP) integrating modified cardiac rehabilitation on mortality and functional outcomes for stroke survivors. METHODS: This study used a retrospective analysis of data from a prospectively collected stroke rehabilitation database which followed 449 acute stroke survivors discharged from an inpatient rehabilitation facility between 2015 and 2020. For 1-year post-stroke, 246 SRP-participants and 203 nonparticipants were compared. The association of the SRP including modified cardiac rehabilitation with all-cause mortality and functional performance was assessed using the following statistical techniques: log rank test, Cox proportional hazard model and linear mixed effect models. Cardiovascular performance over 36 sessions of modified cardiac rehabilitation was assessed using linear effect model with Tukey procedure. The primary outcome measure was 1-year all-cause mortality rate. Secondary outcomes were functional performance measured in Activity Measure of Post-Acute Care scores and cardiovascular performance measured in metabolic equivalent of tasks times minutes. RESULTS: The SRP-participants had: (1) a significantly reduced 1-year post-stroke mortality rate from hospital admission corresponding to a four-fold reduction in mortality (P = 0.005, CI for risk ratio = [0.08, 0.71]), (2) statistically and clinically significant improvement of function in all Activity Measure of Post-Acute Care domains (P < 0.001 for all, 95% CI for differences in Basic Mobility [5.9, 10.1], Daily Activity [6.2, 11.8], and Applied Cognitive [3.0, 6.8]) compared to the matched cohort and (3) an improvement in cardiovascular performance over 36 sessions with an increase of 78% metabolic equivalent of tasks times minutes (P < 0.001, 95% CI [70.6, 85.9%]) compared to baseline. CONCLUSIONS: Stroke survivors who participated in a comprehensive stroke recovery program incorporating modified cardiac rehabilitation had decreased all-cause mortality, improved overall function, and improved cardiovascular performance.


Asunto(s)
Rehabilitación Cardiaca , Rehabilitación de Accidente Cerebrovascular , Accidente Cerebrovascular , Rehabilitación Cardiaca/métodos , Humanos , Rendimiento Físico Funcional , Recuperación de la Función , Estudios Retrospectivos , Accidente Cerebrovascular/diagnóstico , Accidente Cerebrovascular/terapia , Rehabilitación de Accidente Cerebrovascular/métodos
12.
J Community Psychol ; 50(3): 1668-1680, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-34758120

RESUMEN

This study aims to observe whether people with disabilities experience problematic Internet use (PIU) like that of young people without disabilities; to relate PIU to psychological distress in young disabled people and to determine whether these problems are similar to or different from those experienced by young people without disabilities. The sample comprised 408 university students with disabilities and 1386 university students without disabilities from several Spanish universities. PIU was evaluated using the Internet Addiction Test (IAT) and psychological distress was evaluated using the Clinical Outcomes in Routine Evaluation-Outcome Measure (CORE-OM). The group of university students with disabilities showed less PIU than the nondisabled students, but the worst scores in variables referencing psychological discomfort were found among those students with disabilities who also had PIU. Although the results are not completely generalizable, PIU is related to bigger problems in disabled people for whom it represents a higher risk than for people without disabilities.


Asunto(s)
Conducta Adictiva , Personas con Discapacidad , Adolescente , Estudios Transversales , Humanos , Uso de Internet , Estudiantes/psicología , Universidades
13.
J Gen Intern Med ; 36(4): 901-907, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33483824

RESUMEN

BACKGROUND: Although many predictive models have been developed to risk assess medical intensive care unit (MICU) readmissions, they tend to be cumbersome with complex calculations that are not efficient for a clinician planning a MICU discharge. OBJECTIVE: To develop a simple scoring tool that comprehensively takes into account not only patient factors but also system and process factors in a single model to predict MICU readmissions. DESIGN: Retrospective chart review. PARTICIPANTS: We included all patients admitted to the MICU of Robert Wood Johnson University Hospital, a tertiary care center, between June 2016 and May 2017 except those who were < 18 years of age, pregnant, or planned for hospice care at discharge. MAIN MEASURES: Logistic regression models and a scoring tool for MICU readmissions were developed on a training set of 409 patients, and validated in an independent set of 474 patients. KEY RESULTS: Readmission rate in the training and validation sets were 8.8% and 9.1% respectively. The scoring tool derived from the training dataset included the following variables: MICU admission diagnosis of sepsis, intubation during MICU stay, duration of mechanical ventilation, tracheostomy during MICU stay, non-emergency department admission source to MICU, weekend MICU discharge, and length of stay in the MICU. The area under the curve of the scoring tool on the validation dataset was 0.76 (95% CI, 0.68-0.84), and the model fit the data well (Hosmer-Lemeshow p = 0.644). Readmission rate was 3.95% among cases in the lowest scoring range and 50% in the highest scoring range. CONCLUSION: We developed a simple seven-variable scoring tool that can be used by clinicians at MICU discharge to efficiently assess a patient's risk of MICU readmission. Additionally, this is one of the first studies to show an association between MICU admission diagnosis of sepsis and MICU readmissions.


Asunto(s)
Unidades de Cuidados Intensivos , Readmisión del Paciente , Humanos , Tiempo de Internación , Modelos Logísticos , Alta del Paciente , Estudios Retrospectivos
14.
Value Health ; 24(11): 1643-1650, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34711365

RESUMEN

OBJECTIVES: To compare finite mixture models with common survival models with respect to how well they fit heterogenous data used to estimate mean survival times required for cost-effectiveness analysis. METHODS: Publicly available overall survival (OS) and progression-free survival (PFS) curves were digitized to produce nonproprietary data. Regression models based on the following distributions were fit to the data: Weibull, lognormal, log-logistic, generalized F, generalized gamma, Gompertz, mixture of 2 Weibulls, and mixture of 3 Weibulls. A second set of analyses was performed based on data in which patients who had not experienced an event by 30 months were censored. Model performance was compared based on the Akaike information criterion (AIC). RESULTS: For PFS, the 3-Weibull mixture (AIC = 479.94) and 2-Weibull mixture (AIC = 488.24) models outperformed other models by more than 40 points and produced the most accurate estimates of mean survival times. For OS, the AIC values for all models were similar (all within 4 points). The means for the mixture 3-Weibulls mixture model (17.60 months) and the 2-Weibull mixture model (17.59 months) were the closest to the Kaplan-Meier mean estimate of (17.58 months). The results and conclusions from the censored analysis of PFS were similar to the uncensored PFS analysis. On the basis of extrapolated mean OS, all models produced estimates within 10% of the Kaplan-Meier mean survival time. CONCLUSIONS: Finite mixture models offer a flexible modeling approach that has benefits over standard parametric models when analyzing heterogenous data for estimating survival times needed for cost-effectiveness analysis.


Asunto(s)
Análisis Costo-Beneficio , Supervivencia sin Progresión , Tasa de Supervivencia , Ensayos Clínicos como Asunto , Humanos , Estimación de Kaplan-Meier , Modelos Estadísticos
15.
BMC Geriatr ; 21(1): 484, 2021 09 06.
Artículo en Inglés | MEDLINE | ID: mdl-34488653

RESUMEN

BACKGROUND: Barthel Index (BI) is one of the most widely utilized tools for assessing functional independence in activities of daily living. Most existing BI studies used populations with specific diseases (e.g., Alzheimer's and stroke) to test prognostic factors of BI scores; however, the generalization of these findings was limited when the target populations varied. OBJECTIVES: The aim of the present study was to utilize electronic health records (EHRs) and data mining techniques to develop a generic procedure for identifying prognostic factors that influence BI score changes among community-dwelling elderly. METHODS: Longitudinal data were collected from 113 older adults (81 females; mean age = 84 years, SD = 6.9 years) in Hong Kong elderly care centers. Visualization technologies were used to align annual BI scores with individual EHRs chronologically. Linear mixed-effects (LME) regression was conducted to model longitudinal BI scores based on socio-demographics, disease conditions, and features extracted from EHRs. RESULTS: The visualization presented a decline in BI scores changed by time and health history events. The LME model yielded a conditional R2 of 84%, a marginal R2 of 75%, and a Cohen's f2 of 0.68 in the design of random intercepts for individual heterogeneity. Changes in BI scores were significantly influenced by a set of socio-demographics (i.e., sex, education, living arrangement, and hobbies), disease conditions (i.e., dementia and diabetes mellitus), and EHRs features (i.e., event counts in allergies, diagnoses, accidents, wounds, hospital admissions, injections, etc.). CONCLUSIONS: The proposed visualization approach and the LME model estimation can help to trace older adults' BI score changes and identify the influencing factors. The constructed long-term surveillance system provides reference data in clinical practice and help healthcare providers manage the time, cost, data and human resources in community-dwelling settings.


Asunto(s)
Vida Independiente , Accidente Cerebrovascular , Actividades Cotidianas , Anciano , Anciano de 80 o más Años , Femenino , Hong Kong/epidemiología , Hospitalización , Humanos
16.
J Ultrasound Med ; 40(10): 2115-2122, 2021 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-33301197

RESUMEN

OBJECTIVES: To investigate long-term outcomes of ultrasound-guided intrauterine device (IUD) insertion. The rate of and reasons for IUD discontinuation were reviewed, including the prevalence of uterine fibroids. METHODS: A retrospective cohort of patients who underwent transabdominal ultrasound (TAUS)-guided IUD insertion was reviewed. Information collected included age, body mass index, insertion date, indication for IUD use, indication for using TAUS guidance, and presence of uterine fibroids. The date of and reason for discontinuation were recorded. RESULTS: One hundred sixteen patients with successful TAUS-guided IUD placement were identified. Of these, 51 patients (43.97%) no longer had an IUD in place. An overall actual-to-expected use ratio was calculated to be 63.49%. The most common reason for IUD discontinuation was spontaneous expulsion (11.21%). The prevalence of fibroid uteri was 27.6% in our cohort. The actual-to-expected use ratio of those with a fibroid uterus was calculated to be 43.28%, which was significantly lower than that for a nonfibroid uterus (73.80%; P = .002). There were 27 of 104 patients with IUD use of less than 1 year, and fibroids were present 44.4% of the time. Comparatively, of the 77 patients that had IUD continuation of greater than 1 year, only 24.7% had fibroids (P = .022). The yearly continuation rates over 5 years were 74.04%, 55.84%, 41.67%, 35.14%, and 32.0% respectively. Of the 18 patients who received TAUS-guided insertion for a previous IUD expulsion, 33.3% had another spontaneous expulsion. CONCLUSIONS: Uterine fibroids and a previous expulsion appear to be the most likely predictors of IUD discontinuation, particularly within 1 year after insertion.


Asunto(s)
Dispositivos Intrauterinos , Femenino , Estudios de Seguimiento , Humanos , Expulsión de Dispositivo Intrauterino , Estudios Retrospectivos , Ultrasonografía Intervencional
17.
New Phytol ; 227(1): 200-215, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-32129890

RESUMEN

Root-knot nematodes (RKNs; Meloidogyne spp.) induce new post-embryogenic organs within the roots (galls) where they stablish and differentiate nematode feeding cells, giant cells (GCs). The developmental programmes and functional genes involved remain poorly defined. Arabidopsis root apical meristem (RAM), lateral root (LR) and callus marker lines, SHORT-ROOT/SHR, SCARECROW/SCR, SCHIZORIZA/SCZ, WUSCHEL-RELATED-HOMEOBOX-5/WOX5, AUXIN-RESPONSIVE-FACTOR-5/ARF5, ARABIDOPSIS-HISTIDINE PHOSPHOTRANSFER-PROTEIN-6/AHP6, GATA-TRANSCRIPTION FACTOR-23/GATA23 and S-PHASE-KINASE-ASSOCIATED-PROTEIN2B/SKP2B, were analysed for nematode-dependent expression. Their corresponding loss-of-function lines, including those for LR upstream regulators, SOLITARY ROOT/SLR/IAA14, BONDELOS/BDL/IAA12 and INDOLE-3-ACETIC-ACID-INDUCIBLE-28/IAA28, were tested for RKN resistance/tolerance. LR genes, for example ARF5 (key factor for root stem-cell niche regeneration), GATA23 (which specifies pluripotent founder cells) and AHP6 (cytokinin-signalling-inhibitor regulating pericycle cell-divisions orientation), show a crucial function during gall formation. RKNs do not compromise the number of founder cells or LR primordia but locally induce gall formation possibly by tuning the auxin/cytokinin balance in which AHP6 might be necessary. Key RAM marker genes were induced and functional in galls. Therefore, the activation of plant developmental programmes promoting transient-pluripotency/stemness leads to the generation of quiescent-centre and meristematic-like cell identities within the vascular cylinder of galls. Nematodes enlist developmental pathways of new organogenesis and/or root regeneration in the vascular cells of galls. This should determine meristematic cell identities with sufficient transient pluripotency for gall organogenesis.


Asunto(s)
Proteínas de Arabidopsis , Arabidopsis , Animales , Arabidopsis/genética , Arabidopsis/metabolismo , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Citocininas , Regulación de la Expresión Génica de las Plantas , Ácidos Indolacéticos , Raíces de Plantas/metabolismo
18.
J Med Internet Res ; 22(9): e19223, 2020 09 30.
Artículo en Inglés | MEDLINE | ID: mdl-32996887

RESUMEN

BACKGROUND: Telehealth is an effective means to assist existing health care systems, particularly for the current aging society. However, most extant telehealth systems employ individual data sources by offline data processing, which may not recognize health deterioration in a timely way. OBJECTIVE: Our study objective was two-fold: to design and implement an integrated, personalized telehealth system on a community-based level; and to evaluate the system from the perspective of user acceptance. METHODS: The system was designed to capture and record older adults' health-related information (eg, daily activities, continuous vital signs, and gait behaviors) through multiple measuring tools. State-of-the-art data mining techniques can be integrated to detect statistically significant changes in daily records, based on which a decision support system could emit warnings to older adults, their family members, and their caregivers for appropriate interventions to prevent further health deterioration. A total of 45 older adults recruited from 3 elderly care centers in Hong Kong were instructed to use the system for 3 months. Exploratory data analysis was conducted to summarize the collected datasets. For system evaluation, we used a customized acceptance questionnaire to examine users' attitudes, self-efficacy, perceived usefulness, perceived ease of use, and behavioral intention on the system. RESULTS: A total of 179 follow-up sessions were conducted in the 3 elderly care centers. The results of exploratory data analysis showed some significant differences in the participants' daily records and vital signs (eg, steps, body temperature, and systolic blood pressure) among the 3 centers. The participants perceived that using the system is a good idea (ie, attitude: mean 5.67, SD 1.06), comfortable (ie, self-efficacy: mean 4.92, SD 1.11), useful to improve their health (ie, perceived usefulness: mean 4.99, SD 0.91), and easy to use (ie, perceived ease of use: mean 4.99, SD 1.00). In general, the participants showed a positive intention to use the first version of our personalized telehealth system in their future health management (ie, behavioral intention: mean 4.45, SD 1.78). CONCLUSIONS: The proposed health monitoring system provides an example design for monitoring older adults' health status based on multiple data sources, which can help develop reliable and accurate predictive analytics. The results can serve as a guideline for researchers and stakeholders (eg, policymakers, elderly care centers, and health care providers) who provide care for older adults through such a telehealth system.


Asunto(s)
Vida Independiente/normas , Monitoreo Fisiológico/métodos , Medicina de Precisión/métodos , Anciano , Envejecimiento , Femenino , Hong Kong , Humanos , Masculino , Telemedicina/métodos
19.
Physiol Plant ; 165(1): 17-28, 2019 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-29573275

RESUMEN

Root-knot nematodes (RKNs; Meloidogyne spp.) are a major pest for the agriculture worldwide. RKNs induce specialized feeding cells (giant cells, GCs) inside galls which are de novo formed pseudo-organs in the roots that share similarities with other developmental processes as lateral root (LR) and callus formation or grafting involving new vascular development or pericycle proliferation. Hence, it is pertinent to study the molecular mechanisms directing the plant-nematode interaction. In this respect, ALF4 is a key gene during LR formation, vascular vessels reconnection in grafting, hormone-induced callus formation or de novo root organogenesis from leaf explants. Our results show that ALF4 is also induced in galls at early infection stages in an auxin-independent way. Furthermore, ALF4 activity is necessary for the formation of proper galls and GCs, as the mutant alf4-1 presents aberrant galls and GCs with severe structural abnormalities leading to a dramatic reduction in the nematode egg production. However, a low-reproduction rate is maintained, that might be explained by the local auxin maximum build by the nematodes in galls, partially rescuing alf4-1 phenotype. This would be similar to the partial rescue described for LR formation with exogenous auxins and also agrees with the LR emergence from alf4-1 galls but not from uninfected roots. In addition, ALF4 is also induced in syncytia formed by cyst nematodes. All these data support a pivotal role for ALF4 during de novo organogenesis processes induced by endoparasitic nematodes, in addition to its role in LR formation, callus development or vessel reconnection during grafting.


Asunto(s)
Proteínas de Arabidopsis/metabolismo , Arabidopsis/parasitología , Raíces de Plantas/parasitología , Factores de Transcripción/metabolismo , Tylenchoidea/patogenicidad , Animales , Arabidopsis/citología , Arabidopsis/genética , Proteínas de Arabidopsis/genética , Regulación de la Expresión Génica de las Plantas , Interacciones Huésped-Parásitos , Hipocótilo/parasitología , Ácidos Indolacéticos/metabolismo , Células Vegetales , Raíces de Plantas/genética , Plantas Modificadas Genéticamente , Factores de Transcripción/genética
20.
New Phytol ; 217(2): 813-827, 2018 01.
Artículo en Inglés | MEDLINE | ID: mdl-29105090

RESUMEN

Root knot nematodes (RKNs) penetrate into the root vascular cylinder, triggering morphogenetic changes to induce galls, de novo formed 'pseudo-organs' containing several giant cells (GCs). Distinctive gene repression events observed in early gall/GCs development are thought to be mediated by post-transcriptional silencing via microRNAs (miRNAs), a process that is far from being fully characterized. Arabidopsis thaliana backgrounds with altered activities based on target 35S::MIMICRY172 (MIM172), 35S::TARGET OF EARLY ACTIVATION TAGGED 1 (TOE1)-miR172-resistant (35S::TOE1R ) and mutant (flowering locus T-10 (ft-10)) lines were used for functional analysis of nematode infective and reproductive parameters. The GUS-reporter lines, MIR172A-E::GUS, treated with auxin (IAA) and an auxin-inhibitor (a-(phenyl ethyl-2-one)-indole-3-acetic acid (PEO-IAA)), together with the MIR172C AuxRE::GUS line with two mutated auxin responsive elements (AuxREs), were assayed for nematode-dependent gene expression. Arabidopsis thaliana backgrounds with altered expression of miRNA172, TOE1 or FT showed lower susceptibility to the RKNs and smaller galls and GCs. MIR172C-D::GUS showed restricted promoter activity in galls/GCs that was regulated by auxins through auxin-responsive factors. IAA induced their activity in galls while PEO-IAA treatment and mutations in AuxRe motifs abolished it. The results showed that the regulatory module miRNA172/TOE1/FT plays an important role in correct GCs and gall development, where miRNA172 is modulated by auxins.


Asunto(s)
Proteínas de Arabidopsis/metabolismo , Arabidopsis/genética , Arabidopsis/parasitología , Conducta Alimentaria , Redes Reguladoras de Genes , MicroARNs/metabolismo , Tylenchoidea/fisiología , Animales , Arabidopsis/efectos de los fármacos , Arabidopsis/crecimiento & desarrollo , Proteínas de Arabidopsis/genética , Secuencia de Bases , Productos Agrícolas/genética , Productos Agrícolas/parasitología , Progresión de la Enfermedad , Conducta Alimentaria/efectos de los fármacos , Regulación de la Expresión Génica de las Plantas/efectos de los fármacos , Redes Reguladoras de Genes/efectos de los fármacos , Células Gigantes/metabolismo , Células Gigantes/parasitología , Glucuronidasa/metabolismo , Ácidos Indolacéticos/farmacología , MicroARNs/genética , Modelos Biológicos , Enfermedades de las Plantas/parasitología , Tumores de Planta/parasitología , Regiones Promotoras Genéticas/genética , Tylenchoidea/efectos de los fármacos , Regulación hacia Arriba/efectos de los fármacos
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