Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 264
Filtrar
1.
Lancet Reg Health West Pac ; 49: 101138, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39100533

RESUMO

Background: Given the rapidly growing burden of cardiovascular disease (CVD) in Asia, this study forecasts the CVD burden and associated risk factors in Asia from 2025 to 2050. Methods: Data from the Global Burden of Disease 2019 study was used to construct regression models predicting prevalence, mortality, and disability-adjusted life years (DALYs) attributed to CVD and risk factors in Asia in the coming decades. Findings: Between 2025 and 2050, crude cardiovascular mortality is expected to rise 91.2% despite a 23.0% decrease in the age-standardised cardiovascular mortality rate (ASMR). Ischaemic heart disease (115 deaths per 100,000 population) and stroke (63 deaths per 100,000 population) will remain leading drivers of ASMR in 2050. Central Asia will have the highest ASMR (676 deaths per 100,000 population), more than three-fold that of Asia overall (186 deaths per 100,000 population), while high-income Asia sub-regions will incur an ASMR of 22 deaths per 100,000 in 2050. High systolic blood pressure will contribute the highest ASMR throughout Asia (105 deaths per 100,000 population), except in Central Asia where high fasting plasma glucose will dominate (546 deaths per 100,000 population). Interpretation: This forecast forewarns an almost doubling in crude cardiovascular mortality by 2050 in Asia, with marked heterogeneity across sub-regions. Atherosclerotic diseases will continue to dominate, while high systolic blood pressure will be the leading risk factor. Funding: This was supported by the NUHS Seed Fund (NUHSRO/2022/058/RO5+6/Seed-Mar/03), National Medical Research Council Research Training Fellowship (MH 095:003/008-303), National University of Singapore Yong Loo Lin School of Medicine's Junior Academic Fellowship Scheme, NUHS Clinician Scientist Program (NCSP2.0/2024/NUHS/NCWS) and the CArdiovascular DiseasE National Collaborative Enterprise (CADENCE) National Clinical Translational Program (MOH-001277-01).

2.
J Gerontol Soc Work ; : 1-18, 2024 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-38934724

RESUMO

This study examined the benefits of an intergenerational home-based service learning program to reduce psychological distress for homebound older adults. Multivariate regression analyses were conducted with a sample of 182 to examine the association of length of service from the program and presence of caregivers with psychological distress. Findings indicated length of service (ß = -0.15, p < .05) and having a child as a caregiver (ß = -0.14, p < .05) were associated with a reduction in psychological distress. Policies and practice can support a pipeline of geriatric health professionals through innovative service learning models to benefit older adults, caregivers, and students.

3.
Urol Oncol ; 42(9): 291.e13-291.e25, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38763801

RESUMO

INTRODUCTION: First-line systemic therapy for metastatic urothelial carcinoma of the bladder (mUC) consists of platinum-based chemotherapy in most patients and PD1/L1 inhibitors in selected patients. Multiple combination chemoimmunotherapy trials failed to show a clear benefit over chemotherapy alone. We used real-world data to evaluate clinical and sociodemographic factors associated with receipt of first-line chemotherapy, immunotherapy, or combination chemoimmunotherapy treatment for metastatic bladder cancer and examined differences in overall survival (OS). MATERIALS AND METHODS: We used the National Cancer Database to identify patients with stage IV mUC diagnosed between 2014 and 2018, who were treated with first-line immunotherapy, chemotherapy, or combination treatment. We performed multivariable logistic regression modeling to determine factors associated with treatment receipt Adjusted Kaplan-Meier survival analysis and multivariable Cox proportional hazards regression were used to evaluate the association between treatment and OS. RESULTS: In our cohort of 4,169 patients, multivariable analysis identified increasing age (RRR: 1.07, 95%CI, 1.06-1.08) and comorbidity burden (, as independent predictors of receiving immunotherapy. Treatment at an academic facility was associated with increased likelihood of combination treatment (RRR: 1.29, 95%CI, 1.01-1.65). After IPTW, we found that combination therapy (hazard ratio [HR]: 0.72; 95%CI, 0.62-0.83) was associated with improved survival compared to chemotherapy. CONCLUSIONS: Patients with older age and more comorbidities were more likely to receive immunotherapy than chemotherapy for first-line treatment of metastatic urothelial carcinoma of the bladder. Utilization of chemoimmunotherapy was observed to be higher in academic centers and was associated with improved survival compared to chemotherapy.


Assuntos
Carcinoma de Células de Transição , Imunoterapia , Neoplasias da Bexiga Urinária , Humanos , Neoplasias da Bexiga Urinária/tratamento farmacológico , Neoplasias da Bexiga Urinária/patologia , Neoplasias da Bexiga Urinária/terapia , Neoplasias da Bexiga Urinária/mortalidade , Masculino , Feminino , Idoso , Imunoterapia/métodos , Pessoa de Meia-Idade , Carcinoma de Células de Transição/tratamento farmacológico , Carcinoma de Células de Transição/terapia , Carcinoma de Células de Transição/mortalidade , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Estudos Retrospectivos , Taxa de Sobrevida , Idoso de 80 Anos ou mais , Terapia Combinada , Metástase Neoplásica
4.
Cancer Discov ; 14(4): 683-689, 2024 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-38571435

RESUMO

Research on precancers, as defined as at-risk tissues and early lesions, is of high significance given the effectiveness of early intervention. We discuss the need for risk stratification to prevent overtreatment, an emphasis on the role of genetic and epigenetic aging when considering risk, and the importance of integrating macroenvironmental risk factors with molecules and cells in lesions and at-risk normal tissues for developing effective intervention and health policy strategies.


Assuntos
Lesões Pré-Cancerosas , Humanos , Lesões Pré-Cancerosas/genética , Lesões Pré-Cancerosas/patologia , Fatores de Risco
5.
IEEE Trans Pattern Anal Mach Intell ; 46(9): 6471-6485, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38502632

RESUMO

Skeleton-based exercise assessment focuses on evaluating the correctness or quality of an exercise performed by a subject. Skeleton data provide two groups of features (i.e., position and orientation), which existing methods have not fully harnessed. We previously proposed an ensemble-based graph convolutional network (EGCN) that considers both position and orientation features to construct a model-based approach. Integrating these types of features achieved better performance than available methods. However, EGCN lacked a fusion strategy across the data, feature, decision, and model levels. In this paper, we present an advanced framework, EGCN++, for rehabilitation exercise assessment. Based on EGCN, a new fusion strategy called MLE-PO is proposed for EGCN++; this technique considers fusion at the data and model levels. We conduct extensive cross-validation experiments and investigate the consistency between machine and human evaluations on three datasets: UI-PRMD, KIMORE, and EHE. Results demonstrate that MLE-PO outperforms other EGCN ensemble strategies and representative baselines. Furthermore, the MLE-PO's model evaluation scores are more quantitatively consistent with clinical evaluations than other ensemble strategies.


Assuntos
Redes Neurais de Computação , Humanos , Algoritmos , Processamento de Imagem Assistida por Computador/métodos , Aprendizado de Máquina , Bases de Dados Factuais
6.
Adv Ther ; 41(5): 1938-1952, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38494543

RESUMO

INTRODUCTION: Patients with relapsed/refractory (R/R) mantle cell lymphoma (MCL) often require multiple lines of treatment and have a poor prognosis, particularly after failing covalent Bruton tyrosine kinase inhibitor (cBTKi) therapy. Newer treatments such as brexucabtagene autoleucel (brexu-cel, chimeric antigen receptor T cell therapy) and pirtobrutinib (non-covalent BTKi) show promise in improving outcomes. METHODS: Without direct comparative evidence, an unanchored matching-adjusted indirect comparison was conducted to estimate the relative treatment effects of brexu-cel and pirtobrutinib for post-cBTKi R/R MCL. Using logistic propensity score models, individual patient-level data from ZUMA-2 brexu-cel-infused population (N = 68) were weighted to match pre-specified clinically relevant prognostic factors based on study-level data from the BRUIN cBTKi pre-treated cohort (N = 90). The base-case model incorporated the five most pertinent factors reported in ≥ 50% of both trial populations: morphology, MCL International Prognostic Index, number of prior lines of therapy, disease stage, and prior autologous stem cell transplant. A sensitivity analysis additionally incorporated TP53 mutation and Ki-67 proliferation. Relative treatment effects were expressed as odds ratios (ORs) or hazard ratios (HRs) with 95% confidence intervals (CIs). RESULTS: In the base-case model, brexu-cel was associated with higher rates of objective response (OR 10.39 [95% CI 2.81-38.46]) and complete response (OR 10.11 [95% CI 4.26-24.00]), and improved progression-free survival (HR 0.44 [95% CI 0.25-0.75]), compared to pirtobrutinib. Overall survival and duration of response favored brexu-cel over pirtobrutinib but the differences crossed the bounds for statistical significance. Findings were consistent across the adjusted and unadjusted analyses. CONCLUSIONS: Findings suggest that brexu-cel may offer clinically and statistically significant benefits regarding objective response, complete response, and progression-free survival compared to pirtobrutinib among patients with R/R MCL after prior cBTKi therapy. Given the short follow-up and high degree of censoring in BRUIN, an analysis incorporating updated BRUIN data may provide more definitive overall survival results.


Assuntos
Tirosina Quinase da Agamaglobulinemia , Linfoma de Célula do Manto , Pirimidinas , Humanos , Linfoma de Célula do Manto/tratamento farmacológico , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Tirosina Quinase da Agamaglobulinemia/antagonistas & inibidores , Pirimidinas/uso terapêutico , Inibidores de Proteínas Quinases/uso terapêutico , Piperidinas/uso terapêutico , Imunoterapia Adotiva/métodos , Adulto , Idoso de 80 Anos ou mais
7.
Nat Commun ; 15(1): 2498, 2024 Mar 20.
Artigo em Inglês | MEDLINE | ID: mdl-38509063

RESUMO

T cell-based immunotherapies have exhibited promising outcomes in tumor control; however, their efficacy is limited in immune-excluded tumors. Cancer-associated fibroblasts (CAFs) play a pivotal role in shaping the tumor microenvironment and modulating immune infiltration. Despite the identification of distinct CAF subtypes using single-cell RNA-sequencing (scRNA-seq), their functional impact on hindering T-cell infiltration remains unclear, particularly in soft-tissue sarcomas (STS) characterized by low response rates to T cell-based therapies. In this study, we characterize the STS microenvironment using murine models (in female mice) with distinct immune composition by scRNA-seq, and identify a subset of CAFs we termed glycolytic cancer-associated fibroblasts (glyCAF). GlyCAF rely on GLUT1-dependent expression of CXCL16 to impede cytotoxic T-cell infiltration into the tumor parenchyma. Targeting glycolysis decreases T-cell restrictive glyCAF accumulation at the tumor margin, thereby enhancing T-cell infiltration and augmenting the efficacy of chemotherapy. These findings highlight avenues for combinatorial therapeutic interventions in sarcomas and possibly other solid tumors. Further investigations and clinical trials are needed to validate these potential strategies and translate them into clinical practice.


Assuntos
Fibroblastos Associados a Câncer , Sarcoma , Neoplasias de Tecidos Moles , Feminino , Animais , Camundongos , Resistencia a Medicamentos Antineoplásicos , Sarcoma/tratamento farmacológico , Sarcoma/genética , Linfócitos T Citotóxicos , Microambiente Tumoral , Fibroblastos
8.
Can Urol Assoc J ; 18(2): 17-24, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37931278

RESUMO

INTRODUCTION: Elective pelvic nodal irradiation for patients with muscle-invasive bladder cancer (MIBC) undergoing trimodal therapy (TMT ) is controversial. In patients with node-negative (N0) MIBC, the benefit of elective whole-pelvis concurrent chemoradiation (WP-CCR) compared to bladder-only (BO )-CCR has not been demonstrated. Using real-world data from the National Cancer Database (NCDB ), we sought to compare the overall survival (OS ) between BO-CCR and WP-CCR for MIBC. METHODS: Using the 2020 NCDB Participant User File, we identified cases of MIBC diagnosed between 2017 and 2019. We selected patients with clinical T2-T4aN0M0 disease receiving CCR as first-line treatment. CCR was defined as transurethral resection of bladder tumor followed by ≥40 Gy radiation to the bladder with concurrent single- or multiple-agent chemotherapy. Based on elective nodal irradiation status, patients were stratified as having received BO-CCR vs. WP-CCR. OS analysis was performed using summary three-month conditional landmark, inverse probability treatment weighting (IPTW)-adjusted Kaplan-Meier estimates, and Cox regression. RESULTS: A total of 604 patients receiving CCR for MIBC were identified: 367 (60.8%) BO-CCR and 237 (39.2%) WP-CCR. Before IPTW, the groups were imbalanced in terms of baseline characteristics. The median followup of the weighted population was 42.3 months (interquartile range 18.1-49.1 months). In IPTW-adjusted Cox proportional hazards regression analysis, WP-CCR was associated with a significant OS benefit compared to BO-CCR (adjusted hazard ratio 0.72, 95% confidence interval 0.54-0.96, p=0.026). CONCLUSIONS: In the setting of CCR for N0 MIBC, this retrospective NCDB analysis revealed that WP-CCR was associated with a benefit in OS compared to BO-CCR.

9.
Cell ; 186(25): 5620-5637.e16, 2023 12 07.
Artigo em Inglês | MEDLINE | ID: mdl-38065082

RESUMO

Colorectal cancer exhibits dynamic cellular and genetic heterogeneity during progression from precursor lesions toward malignancy. Analysis of spatial multi-omic data from 31 human colorectal specimens enabled phylogeographic mapping of tumor evolution that revealed individualized progression trajectories and accompanying microenvironmental and clonal alterations. Phylogeographic mapping ordered genetic events, classified tumors by their evolutionary dynamics, and placed clonal regions along global pseudotemporal progression trajectories encompassing the chromosomal instability (CIN+) and hypermutated (HM) pathways. Integrated single-cell and spatial transcriptomic data revealed recurring epithelial programs and infiltrating immune states along progression pseudotime. We discovered an immune exclusion signature (IEX), consisting of extracellular matrix regulators DDR1, TGFBI, PAK4, and DPEP1, that charts with CIN+ tumor progression, is associated with reduced cytotoxic cell infiltration, and shows prognostic value in independent cohorts. This spatial multi-omic atlas provides insights into colorectal tumor-microenvironment co-evolution, serving as a resource for stratification and targeted treatments.


Assuntos
Neoplasias Colorretais , Instabilidade de Microssatélites , Microambiente Tumoral , Humanos , Instabilidade Cromossômica/genética , Neoplasias Colorretais/patologia , Perfilação da Expressão Gênica , Quinases Ativadas por p21/genética , Filogenia , Mutação , Progressão da Doença , Prognóstico
10.
J Soc Work Educ ; 59(4): 1249-1257, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38143590

RESUMO

The Supporting Older Adults & Caregivers: Integrative Service Learning (SOCIAL) partnership trains undergraduate social work students to provide practical home-based support for older adults with chronic illness and their family caregivers, serving as a pipeline for future leaders in older adult care. More than 2 million older adults are homebound, and 5 million need help leaving their homes due to physical limitations from chronic conditions or cognitive impairments. Family members often assume daily caregiving tasks to assist their loved ones, navigate health care systems, and provide much needed emotional support. The challenges of caregiving are further compounded by the problems associated with insufficient health care professionals who are trained to work with older adults. Integrative service learning models can provide home-based support to older adults while offering valuable, hands-on learning experiences for students. In this teaching note, we acknowledge a need for developing an educational pipeline that can provide training opportunities for students to work with older adults and their caregivers at home. We provide an example of an integrative service-learning model which offers valuable pedagogical experiences to baccalaureate students along with strategies for curriculum building, community engagement, research and evaluation, and program sustainability.

11.
Ultrasound Med Biol ; 49(12): 2451-2458, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37718123

RESUMO

OBJECTIVE: Bacterial loads can be effectively reduced using cavitation-mediated focused ultrasound, or histotripsy. In this study, gram-negative bacteria (Escherichia coli) in suspension were used as model bacteria to evaluate the effectiveness of two regimens of histotripsy treatments: cavitation histotripsy (CH) and boiling histotripsy (BH). METHODS: Ten-milliliter volumes of Escherichia coli were treated at different negative focal pressure amplitudes and over time periods up to 40 min. Cavitation activity was characterized with coaxial passive cavitation detection (PCD) and synchronized plane wave B-mode imaging. RESULTS: CH treatments exhibited a threshold behavior that was consistent with PCD metrics of cavitation. Above the threshold, bacterial inactivation followed a monotonically increasing log-linear relationship that indicated an exponential inactivation rate. BH exhibited no threshold, but instead followed a different monotonically increasing inactivation rate. Inactivation rates were larger for BH at or below the CH threshold, and larger for CH substantially above the threshold. CH studies performed at different pulse lengths at the same duty cycle had similar inactivation rates, suggesting that at any given pressure amplitude, the "on time" was the most important variable for inactivating E. coli. The maximum inactivation was produced by CH at the highest pressure amplitudes used, leading to a log reduction >4.2 for a 40 min treatment. CONCLUSION: The results of this study suggest that both CH and BH can be used to inactivate E. coli in suspension, with the optimal regimen depending on the attainable peak negative focal pressure at the target.


Assuntos
Ablação por Ultrassom Focalizado de Alta Intensidade , Litotripsia , Escherichia coli , Ablação por Ultrassom Focalizado de Alta Intensidade/métodos , Litotripsia/métodos , Imagens de Fantasmas
12.
J Psychosom Res ; 165: 111141, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36610338

RESUMO

OBJECTIVE: Co-prevalence and incidence of depression and/or anxiety with stroke and myocardial infarction are currently unclear. This paper explores the relationships, as these are important comorbidities affecting patient outcomes. METHODS: A systematic search across five databases (PubMed, Scopus, PsycINFO, Embase, Cochrane) was conducted for observational studies reporting co-prevalence of depression or anxiety with stroke or myocardial infarction. We used random-effects models in all meta-analyses and evaluated heterogeneity using I2. RESULTS: This analysis included 48 studies with a total of 57,342 patients. In patients with depression, the pooled prevalence of stroke was 5.9% (95% CI = 5.53-6.37). In patients with myocardial infarction, the pooled prevalence of anxiety and depression was 9.1% (95% CI = 7.07-11.40, I2 = 85.6%) and 25.9% (95% CI = 18.46-34.12, I2 = 99.1%), respectively, and the pooled cumulative incidence of depression at one year was 20.5% (95% CI = 18.36-22.79). The pooled prevalence of anxiety and depression in patients with stroke was 13.5% (95% CI = 7.67-22.66, I2 = 96.9%) and 23.0% (95% CI = 17.93-28.99, I2 = 96.7%), respectively. The pooled cumulative incidences of depression at two weeks, three months, six months, and one year, were 29.1% (95% CI = 26.60-31.81), 17.0% (95% CI = 10.74-25.92, I2 = 98.0%), 7.4% (95% CI = 6.52-8.49), and 9.1% (95% CI = 3.71-20.79, I2 = 99.8%), respectively. CONCLUSIONS: This meta-analysis outlines the co-morbid burden between depression/anxiety and stroke/myocardial infarction. Future research should be done to evaluate the effectiveness of screening anxiety/depression in myocardial infarction/stroke.


Assuntos
Infarto do Miocárdio , Acidente Vascular Cerebral , Humanos , Incidência , Depressão/epidemiologia , Prevalência , Ansiedade/epidemiologia , Acidente Vascular Cerebral/complicações , Acidente Vascular Cerebral/epidemiologia , Infarto do Miocárdio/epidemiologia
13.
Subst Use Misuse ; 58(1): 1-10, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36476221

RESUMO

Background/Purpose: Past research has linked non-medical prescription opioid use (NMPOU) with suicide, though less focus has been placed among people with disabilities impacted by the opioid epidemic. This study examined the relationship of NMPOU and suicidality among people with and without disabilities while controlling for sociodemographic and other variables. Method: Using the 2019 National Survey on Drug Use and Health, weighted logistic regression analyses were conducted on a cross-sectional sample of 38,088 respondents 18 and older to examine the effect of opioid misuse and disability on serious thoughts of suicide, having a suicide plan, and making a suicide attempt. Results: Findings indicated opioid misuse was associated with 37% higher odds for having a suicide plan in the past year (OR = 1.37, p < .05). The main results indicated the people with disabilities had 30% higher odds for having a suicide plan (OR = 1.30, p < .05) and 73% higher odds for a suicide attempt in the past year (OR = 1.73, p < .001). Interaction analysis found that opioid misuse was associated with higher odds for having a suicide plan (OR = 1.89, p < .01), and having a suicide attempt among those with disabilities (OR = 2.57, p < .01). Conclusion: Results indicated that opioid misuse is a risk factor for suicide, and people with disabilities were at greater risk. Health workers can serve as a nexus point in effectively engaging at-risk people with disabilities in substance use and mental health prevention and recovery services.


Assuntos
Pessoas com Deficiência , Transtornos Relacionados ao Uso de Opioides , Uso Indevido de Medicamentos sob Prescrição , Suicídio , Humanos , Estudos Transversais , Ideação Suicida , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Analgésicos Opioides/uso terapêutico
14.
Value Health ; 26(4): 465-476, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36503035

RESUMO

OBJECTIVES: Network meta-analysis (NMA) of time-to-event outcomes based on constant hazard ratios can result in biased findings when the proportional hazards (PHs) assumption does not hold in a subset of trials. We aimed to summarize the published non-PH NMA methods for time-to-event outcomes, demonstrate their application, and compare their results. METHODS: The following non-PH NMA methods were compared through an illustrative case study in oncology of 4 randomized controlled trials in terms of progression-free survival and overall survival: (1) 1-step or (2) 2-step multivariate NMAs based on traditional survival distributions or fractional polynomials, (3) NMAs with restricted cubic splines for baseline hazard, and (4) restricted mean survival NMA. RESULTS: For progression-free survival, the PH assumption did not hold across trials and non-PH NMA methods better reflected the relative treatment effects over time. The most flexible models (fractional polynomials and restricted cubic splines) fit better to the data than the other approaches. Estimated hazard ratios obtained with different non-PH NMA methods were similar at 5 years of follow-up but differed thereafter in the extrapolations. Although there was no strong evidence of PH violation for overall survival, non-PH NMA methods captured this uncertainty in the relative treatment effects over time. CONCLUSIONS: When the PH assumption is questionable in a subset of the randomized controlled trials, we recommend assessing alternative non-PH NMA methods to estimate relative treatment effects for time-to-event outcomes. We propose a transparent and explicit stepwise model selection process considering model fit, external constraints, and clinical validity. Given inherent uncertainty, sensitivity analyses are suggested.


Assuntos
Carcinoma de Células Renais , Neoplasias Renais , Humanos , Carcinoma de Células Renais/terapia , Metanálise em Rede , Neoplasias Renais/terapia , Modelos de Riscos Proporcionais
15.
IEEE Trans Pattern Anal Mach Intell ; 45(3): 3522-3538, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-35617191

RESUMO

Human action recognition (HAR) in RGB-D videos has been widely investigated since the release of affordable depth sensors. Currently, unimodal approaches (e.g., skeleton-based and RGB video-based) have realized substantial improvements with increasingly larger datasets. However, multimodal methods specifically with model-level fusion have seldom been investigated. In this article, we propose a model-based multimodal network (MMNet) that fuses skeleton and RGB modalities via a model-based approach. The objective of our method is to improve ensemble recognition accuracy by effectively applying mutually complementary information from different data modalities. For the model-based fusion scheme, we use a spatiotemporal graph convolution network for the skeleton modality to learn attention weights that will be transferred to the network of the RGB modality. Extensive experiments are conducted on five benchmark datasets: NTU RGB+D 60, NTU RGB+D 120, PKU-MMD, Northwestern-UCLA Multiview, and Toyota Smarthome. Upon aggregating the results of multiple modalities, our method is found to outperform state-of-the-art approaches on six evaluation protocols of the five datasets; thus, the proposed MMNet can effectively capture mutually complementary features in different RGB-D video modalities and provide more discriminative features for HAR. We also tested our MMNet on an RGB video dataset Kinetics 400 that contains more outdoor actions, which shows consistent results with those of RGB-D video datasets.


Assuntos
Algoritmos , Reconhecimento Automatizado de Padrão , Humanos , Benchmarking , Atividades Humanas , Aprendizagem
16.
Gerontol Geriatr Educ ; 44(3): 364-379, 2023 07 03.
Artigo em Inglês | MEDLINE | ID: mdl-35138999

RESUMO

Social work supervision addresses professional development, staff support, and management of direct service workers. It is important in aging-services settings because of the impacts of complex and evolving biopsychosocial forces in clients' lives. This article presents findings of the Supervisory Leaders in Aging (SLA) study based on data available one-year post completion. SLA is a 30-hour certificate program for supervisors from aging-services settings addressing best practices in supervision of gerontological practice. The study compares participants' self-assessment of use of supervisory best practices before attending a 3-month workshop series and at two times following graduation. This article reports findings from the analysis of data provided by 114 out of 129 supervisors who completed the program. Participants increased the frequency of use of best practices at both three and 12 months after graduation. These increases were conceptually meaningful and statistically significant among participants who were low users of best practices prior to the program. SLA has led to significant adoption and maintenance of supervisory best practices among participating social work supervisors and especially among those who have not previously adopted routine use of best practices. The interactive small-group learning activities of SLA's educational model should be promoted and the curriculum of best practices should be further refined and tested as SLA is implemented in other communities.


Assuntos
Geriatria , Humanos , Geriatria/educação , Serviço Social , Currículo , Modelos Educacionais , Envelhecimento
17.
Nat Commun ; 13(1): 7243, 2022 11 25.
Artigo em Inglês | MEDLINE | ID: mdl-36433954

RESUMO

Exonic circular RNAs (circRNAs) produce predominantly non-coding RNA species that have been recently profiled in many tumors. However, their functional contribution to cancer progression is still poorly understood. Here, we identify the circRNAs expressed in soft tissue sarcoma cells and explore how the circRNAs regulate sarcoma growth in vivo. We show that circCsnk1g3 and circAnkib1 promote tumor growth by shaping a pro-tumorigenic microenvironment, possibly due to their capabilities to regulate tumor-promoting elements extrinsic to the tumor cells. Accordingly, circCsnk1g3 and circAnkib1 can control the expression of interferon-related genes and pro-inflammatory factors in the sarcoma cells, thus directing immune cell recruitment into the tumor mass, and hence their activation. Mechanistically, circRNAs may repress pro-inflammatory elements by buffering activation of the pathways mediated by RIG-I, the cytosolic viral RNA sensor. The current findings suggest that the targeting of specific circRNAs could augment the efficacy of tumor and immune response to mainstay therapies.


Assuntos
Carcinogênese , Interferons , RNA Circular , Sarcoma , Neoplasias de Tecidos Moles , Microambiente Tumoral , Humanos , Carcinogênese/genética , Carcinogênese/imunologia , Interferons/genética , Interferons/imunologia , RNA Circular/genética , RNA Circular/imunologia , Sarcoma/genética , Sarcoma/imunologia , Neoplasias de Tecidos Moles/genética , Neoplasias de Tecidos Moles/imunologia , Microambiente Tumoral/genética , Microambiente Tumoral/imunologia , Caseína Quinase I/genética , Caseína Quinase I/imunologia
18.
Am J Cardiol ; 185: 63-70, 2022 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-36241569

RESUMO

This study sought to investigate the impact of pre-existing cognitive impairment on outcomes after transcatheter aortic valve implantation (TAVI). TAVI has been increasingly used in seniors, and evidence suggests better outcomes than surgical aortic valve replacement. Although frailty has been shown to be associated with poorer outcomes after TAVI, the effect of pre-existing cognitive impairment on patient outcomes after TAVI remains unclear. We searched the Medline, Embase, Scopus and Cochrane databases until May 14, 2022. The risk of bias was assessed using the Newcastle-Ottawa scale. The primary outcome was short-term (6 months to 1 year) mortality, and secondary outcomes included long-term (1 year to 3 years) mortality, in-hospital mortality, and postoperative delirium. A total of 14 studies with 32,746 patients (5,098 patients with cognitive impairment at baseline, 27,648 without) were included in our meta-analysis. Among studies that reported the raw proportion of patients with mortality of postoperative delirium, cognitive impairment significantly increased mortality (risk ratio 2.10, 95% confidence intervals [CIs] 1.43 to 3.08, p = 0.0002) and postoperative delirium (risk ratio 2.27, 95% CI 1.76 to 2.93, p <0.0001). Studies which reported the hazards for mortality (pooled hazards ratio 1.97, 95% CI 1.50 to 2.60, p <0.0001) and odds of postoperative delirium (pooled odds ratio 2.40, 95% CI: 1.51 to 3.80, p = 0.0002) yielded results consistent with the primary meta-analysis. In conclusion, pre-existing cognitive impairment is a significant risk factor for poorer outcomes after TAVI and should be carefully considered in this group of patients. Guidelines and future studies should take cognitive impairment into consideration for preoperative risk stratification.


Assuntos
Estenose da Valva Aórtica , Disfunção Cognitiva , Delírio , Substituição da Valva Aórtica Transcateter , Humanos , Substituição da Valva Aórtica Transcateter/métodos , Estenose da Valva Aórtica/complicações , Estenose da Valva Aórtica/cirurgia , Valva Aórtica/cirurgia , Delírio/epidemiologia , Delírio/etiologia , Fatores de Risco , Disfunção Cognitiva/epidemiologia , Complicações Pós-Operatórias/etiologia , Resultado do Tratamento
19.
Leuk Lymphoma ; 63(13): 3052-3062, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36048026

RESUMO

In the absence of a randomized head-to-head trial, an unanchored matching-adjusted indirect comparison was performed to estimate the relative treatment effects of axicabtagene ciloleucel (axi-cel; ZUMA-1) versus lisocabtagene maraleucel (liso-cel; TRANSCEND-NHL-001) for treatment of relapsed/refractory (R/R) large B-cell lymphoma (LBCL) after at least two lines of therapy. After matching, axi-cel and liso-cel had comparable objective response rates and duration. Compared to liso-cel, axi-cel was associated with improvements in overall survival (hazard ratio [HR]: 0.53 [95% CI: 0.34-0.82]) and progression-free survival (HR: 0.61 [95% CI: 0.40-0.92]). Axi-cel was associated with a higher rate of grade ≥3 cytokine release syndrome (odds ratio [OR]: 3.64 [95% CI: 1.04-12.76]) and neurological events (OR: 3.45 [95% CI: 1.65-7.19]), with smaller differences estimated in scenario analyses including ZUMA-1 safety management cohorts. Results suggest axi-cel improved survival compared to liso-cel but with increased odds of specific adverse events.


Assuntos
Produtos Biológicos , Linfoma Difuso de Grandes Células B , Humanos , Linfoma Difuso de Grandes Células B/terapia , Intervalo Livre de Progressão , Razão de Chances , Gestão da Segurança , Imunoterapia Adotiva , Antígenos CD19
20.
J Natl Cancer Inst ; 114(10): 1380-1391, 2022 10 06.
Artigo em Inglês | MEDLINE | ID: mdl-35918812

RESUMO

BACKGROUND: Anti-programmed cell death 1 (anti-PD-1) and PD ligand 1 (PD-L1) immune checkpoint therapies (ICTs) provided durable responses only in a subset of cancer patients. Thus, biomarkers are needed to predict nonresponders and offer them alternative treatments. We recently implicated discoidin domain receptor tyrosine kinase 2 (DDR2) as a contributor to anti-PD-1 resistance in animal models; therefore, we sought to investigate whether this gene family may provide ICT response prediction. METHODS: We assessed mRNA expression of DDR2 and its family member DDR1. Transcriptome analysis of bladder cancer (BCa) models in which DDR1 and 2 were perturbed was used to derive DDR1- and DDR2-driven signature scores. DDR mRNA expression and gene signature scores were evaluated using BCa-The Cancer Genome Atlas (n = 259) and IMvigor210 (n = 298) datasets, and their relationship to BCa subtypes, pathway enrichment, and immune deconvolution analyses was performed. The potential of DDR-driven signatures to predict ICT response was evaluated and independently validated through a statistical framework in bladder and lung cancer cohorts. All statistical tests were 2-sided. RESULTS: DDR1 and DDR2 showed mutually exclusive gene expression patterns in human tumors. DDR2high BCa exhibited activation of immune pathways and a high immune score, indicative of a T-cell-inflamed phenotype, whereas DDR1high BCa exhibited a non-T-cell-inflamed phenotype. In IMvigor210 cohort, tumors with high DDR1 (hazard ratio [HR] = 1.53, 95% confidence interval [CI] = 1.16 to 2.06; P = .003) or DDR2 (HR = 1.42, 95% CI = 1.01 to 1.92; P = .04) scores had poor overall survival. Of note, DDR2high tumors from IMvigor210 and CheckMate 275 (n = 73) cohorts exhibited poorer overall survival (HR = 1.56, 95% CI = 1.20 to 2.06; P < .001) and progression-free survival (HR = 1.77 95%, CI = 1.05 to 3.00; P = .047), respectively. This result was validated in independent cancer datasets. CONCLUSIONS: These findings implicate DDR1 and DDR2 driven signature scores in predicting ICT response.


Assuntos
Receptor com Domínio Discoidina 2 , Neoplasias Pulmonares , Animais , Antígeno B7-H1/imunologia , Biomarcadores , Receptor com Domínio Discoidina 2/genética , Receptores com Domínio Discoidina/genética , Humanos , Ligantes , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , RNA Mensageiro , Receptores Proteína Tirosina Quinases/genética , Receptores Mitogênicos/genética , Receptores Mitogênicos/metabolismo
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA