Validated medication deprescribing instruments for patients with palliative care needs: a systematic review / Instrumentos validados de desprescripción de medicamentos para los pacientes que reciben cuidados paliativos: una revisión sistemática

Objectives: Patients with life-limiting illnesses are prone to unnecessary polypharmacy. Deprescribing tools may contribute to minimizing negative outcomes. Thus, the aims of the study were to identify validated instruments for deprescribing inappropriate medications for patients with palliative care needs and to assess the impact on clinical, humanistic, and economic outcomes. Methods: A systematic review was conducted in LILACS, PUBMED, EMBASE, COCHRANE, and WEB OF SCIENCE databases (until May 2021). A manual search was performed in the references of enrolled articles. The screening, eligibility, extraction, and bias risk assessment were carried out by 2 independent researchers. Experimental and observational studies were eligible for inclusion. Results: Out of the 5791 studies retrieved, after excluding duplicates (n = 1050), conducting title/abstract screening (n = 4741), and full reading (n = 41), only 1 study met the inclusion criteria. In this included study, a randomized controlled trial was conducted, which showed a high level of bias risk overall. Adults 75 years or older (n = 130) with limited life expectancy and polypharmacy were allocated to 2 groups [intervention arm (deprescribing); and control arm (usual care)]. Deprescribing was performed with the aid of the STOPPFrail tool. The mean number of inappropriate medications and monthly medication costs were significantly lower in the intervention arm. No statistically significant differences were found in terms of unscheduled hospital presentations, falls, fractures, mortality, and quality of life. Conclusions: Despite the availability of several instruments to support deprescribing in patients with palliative care needs, only 1 of them has undergone validation and robust assessment for effectiveness in clinical practice. The STOPPFrail tool appears to reduce the number of inappropriate medications for older people with limited life expectancy (and probably palliative care needs)...(AU)

Objetivo: Los pacientes con enfermedades terminales son propensos a la polifarmacia innecesaria. Las herramientas de desprescripción pueden contribuir a minimizar los resultados negativos. Por lo tanto, los objetivos del estudio fueron identificar instrumentos validados para la desprescripción de medicamentos inapropiados en pacientes con necesidades de cuidados paliativos y evaluar el impacto en los resultados clínicos, humanísticos y económicos. Métodos: Se realizó una revisión sistemática en las bases de datos LILACS, PUBMED, EMBASE, COCHRANE y WEB OF SCIENCE (hasta mayo de 2021). Se realizó una búsqueda manual en las referencias de los artículos incluidos. La selección, elegibilidad, extracción y evaluación del riesgo de sesgo se llevaron a cabo por dos investigadores independientes. Se aceptó la inclusión de estudios observacionales y experimentales. Resultados: De los 5791 estudios recuperados, después de excluir duplicados (n = 1050), realizar la selección de títulos/resúmenes (n = 4741) y la lectura completa (n = 41), solo un estudio cumplió con los criterios de inclusión. En este estudio incluido, se realizó un ensayo controlado aleatorizado, que mostró un alto nivel de riesgo de sesgo en general. A los adultos de 75 años o más (n = 130) con esperanza de vida limitada y polifarmacia se les asignaron dos grupos [grupo de intervención (desprescripción) y grupo de control (atención habitual)]. Se realizó la desprescripción con la ayuda de la herramienta STOPPFrail. El número promedio de medicamentos inapropiados y los costos mensuales de los medicamentos fueron significativamente más bajos en el grupo de intervención. No se encontraron diferencias estadísticamente significativas en términos de presentaciones hospitalarias no programadas, caídas, fracturas, mortalidad y calidad de vida. Conclusiones: A pesar de la disponibilidad de varias herramientas para apoyar la deprescripción en pacientes con necesidades de cuidados paliativos...(AU)

Instrumentos validados de desprescripción de medicamentos para los pacientes que reciben cuidados paliativos: una revisión sistemática / Validated medication deprescribing instruments for patients with palliative care needs: a systematic review

Objectives: Patients with life-limiting illnesses are prone to unnecessary polypharmacy. Deprescribing tools may contribute to minimizing negative outcomes. Thus, the aims of the study were to identify validated instruments for deprescribing inappropriate medications for patients with palliative care needs and to assess the impact on clinical, humanistic, and economic outcomes. Methods: A systematic review was conducted in LILACS, PUBMED, EMBASE, COCHRANE, and WEB OF SCIENCE databases (until May 2021). A manual search was performed in the references of enrolled articles. The screening, eligibility, extraction, and bias risk assessment were carried out by 2 independent researchers. Experimental and observational studies were eligible for inclusion. Results: Out of the 5791 studies retrieved, after excluding duplicates (n = 1050), conducting title/abstract screening (n = 4741), and full reading (n = 41), only 1 study met the inclusion criteria. In this included study, a randomized controlled trial was conducted, which showed a high level of bias risk overall. Adults 75 years or older (n = 130) with limited life expectancy and polypharmacy were allocated to 2 groups [intervention arm (deprescribing); and control arm (usual care)]. Deprescribing was performed with the aid of the STOPPFrail tool. The mean number of inappropriate medications and monthly medication costs were significantly lower in the intervention arm. No statistically significant differences were found in terms of unscheduled hospital presentations, falls, fractures, mortality, and quality of life. Conclusions: Despite the availability of several instruments to support deprescribing in patients with palliative care needs, only 1 of them has undergone validation and robust assessment for effectiveness in clinical practice. The STOPPFrail tool appears to reduce the number of inappropriate medications for older people with limited life expectancy (and probably palliative care needs)...(AU)

Objetivo: Los pacientes con enfermedades terminales son propensos a la polifarmacia innecesaria. Las herramientas de desprescripción pueden contribuir a minimizar los resultados negativos. Por lo tanto, los objetivos del estudio fueron identificar instrumentos validados para la desprescripción de medicamentos inapropiados en pacientes con necesidades de cuidados paliativos y evaluar el impacto en los resultados clínicos, humanísticos y económicos. Métodos: Se realizó una revisión sistemática en las bases de datos LILACS, PUBMED, EMBASE, COCHRANE y WEB OF SCIENCE (hasta mayo de 2021). Se realizó una búsqueda manual en las referencias de los artículos incluidos. La selección, elegibilidad, extracción y evaluación del riesgo de sesgo se llevaron a cabo por dos investigadores independientes. Se aceptó la inclusión de estudios observacionales y experimentales. Resultados: De los 5791 estudios recuperados, después de excluir duplicados (n = 1050), realizar la selección de títulos/resúmenes (n = 4741) y la lectura completa (n = 41), solo un estudio cumplió con los criterios de inclusión. En este estudio incluido, se realizó un ensayo controlado aleatorizado, que mostró un alto nivel de riesgo de sesgo en general. A los adultos de 75 años o más (n = 130) con esperanza de vida limitada y polifarmacia se les asignaron dos grupos [grupo de intervención (desprescripción) y grupo de control (atención habitual)]. Se realizó la desprescripción con la ayuda de la herramienta STOPPFrail. El número promedio de medicamentos inapropiados y los costos mensuales de los medicamentos fueron significativamente más bajos en el grupo de intervención. No se encontraron diferencias estadísticamente significativas en términos de presentaciones hospitalarias no programadas, caídas, fracturas, mortalidad y calidad de vida. Conclusiones: A pesar de la disponibilidad de varias herramientas para apoyar la deprescripción en pacientes con necesidades de cuidados paliativos...(AU)

Validated medication deprescribing instruments for patients with palliative care needs: a systematic review

Objectives Patients with life-limiting illnesses are prone to unnecessary polypharmacy. Deprescribing tools may contribute to minimizing negative outcomes. Thus, the aims of the study were to identify validated instruments for deprescribing inappropriate medications for patients with palliative care needs and to assess the impact on clinical, humanistic, and economic outcomes. Methods A systematic review was conducted in LILACS, PUBMED, EMBASE, COCHRANE, and WEB OF SCIENCE databases (until May 2021). A manual search was performed in the references of enrolled articles. The screening, eligibility, extraction, and bias risk assessment were carried out by 2 independent researchers. Experimental and observational studies were eligible for inclusion. Results Out of the 5791 studies retrieved, after excluding duplicates (n = 1050), conducting title/abstract screening (n = 4741), and full reading (n = 41), only 1 study met the inclusion criteria. In this included study, a randomized controlled trial was conducted, which showed a high level of bias risk overall. Adults 75 years or older (n = 130) with limited life expectancy and polypharmacy were allocated to 2 groups [intervention arm (deprescribing); and control arm (usual care)]. Deprescribing was performed with the aid of the STOPPFrail tool. The mean number of inappropriate medications and monthly medication costs were significantly lower in the intervention arm. No statistically significant differences were found in terms of unscheduled hospital presentations, falls, fractures, mortality, and quality of life. Conclusions Despite the availability of several instruments to support deprescribing in patients with palliative care needs, only 1 of them has undergone validation and robust assessment for effectiveness in clinical practice. The STOPPFrail tool appears to reduce the number of inappropriate medications for older people with limited life expectancy (and probably palliative care needs) and decrease the monthly costs of pharmacotherapy. Nevertheless, the impact on patient safety and humanistic outcomes remain unclear.

3D Domain Adaptive Instance Segmentation via Cyclic Segmentation GANs.

3D instance segmentation for unlabeled imaging modalities is a challenging but essential task as collecting expert annotation can be expensive and time-consuming. Existing works segment a new modality by either deploying pre-trained models optimized on diverse training data or sequentially conducting image translation and segmentation with two relatively independent networks. In this work, we propose a novel Cyclic Segmentation Generative Adversarial Network (CySGAN) that conducts image translation and instance segmentation simultaneously using a unified network with weight sharing. Since the image translation layer can be removed at inference time, our proposed model does not introduce additional computational cost upon a standard segmentation model. For optimizing CySGAN, besides the CycleGAN losses for image translation and supervised losses for the annotated source domain, we also utilize self-supervised and segmentation-based adversarial objectives to enhance the model performance by leveraging unlabeled target domain images. We benchmark our approach on the task of 3D neuronal nuclei segmentation with annotated electron microscopy (EM) images and unlabeled expansion microscopy (ExM) data. The proposed CySGAN outperforms pre-trained generalist models, feature-level domain adaptation models, and the baselines that conduct image translation and segmentation sequentially. Our implementation and the newly collected, densely annotated ExM zebrafish brain nuclei dataset, named NucExM, are publicly available at https://connectomics-bazaar.github.io/proj/CySGAN/index.html.

Validated medication deprescribing instruments for patients with palliative care needs: a systematic review

Patients with life-limiting illnesses are prone to unnecessary polypharmacy. Deprescribing tools may contribute to minimizing negative outcomes. Thus, the aims of the study were to identify validated instruments for deprescribing inappropriate medications for patients with palliative care needs and to assess the impact on clinical, humanistic, and economic outcomes. Methods A systematic review was conducted in LILACS, PUBMED, EMBASE, COCHRANE, and WEB OF SCIENCE databases (until May 2021). A manual search was performed in the references of enrolled articles. The screening, eligibility, extraction, and bias risk assessment were carried out by 2 independent researchers. Experimental and observational studies were eligible for inclusion. Results Out of the 5791 studies retrieved, after excluding duplicates (n = 1050), conducting title/abstract screening (n = 4741), and full reading (n = 41), only 1 study met the inclusion criteria. In this included study, a randomized controlled trial was conducted, which showed a high level of bias risk overall. Adults 75 years or older (n = 130) with limited life expectancy and polypharmacy were allocated to 2 groups [intervention arm (deprescribing); and control arm (usual care)]. Deprescribing was performed with the aid of the STOPPFrail tool. The mean number of inappropriate medications and monthly medication costs were significantly lower in the intervention arm. No statistically significant differences were found in terms of unscheduled hospital presentations, falls, fractures, mortality, and quality of life. Conclusions Despite the availability of several instruments to support deprescribing in patients with palliative care needs, only 1 of them has undergone validation and robust assessment for effectiveness in clinical practice. The STOPPFrail tool appears to reduce the number of inappropriate medications for older people with limited life expectancy (and probably palliative care needs) and decrease the monthly costs of pharmacotherapy. Nevertheless, the impact on patient safety and humanistic outcomes remain unclear.