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1.
J Appl Clin Med Phys ; 24(10): e14075, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37335537

RESUMO

PURPOSE: To design, manufacture, and validate a female pelvic phantom for multi-modality imaging (CT, MRI, US) to benchmark a commercial needle tracking system with application in HDR gynecological (GYN) interstitial procedures. MATERIALS AND METHODS: A GYN needle-tracking phantom was designed using CAD software to model an average uterus from a previous patient study, a vaginal canal from speculum dimensions, and a rectum to accommodate a transrectal ultrasound (TRUS) probe. A target volume (CTVHR ) was designed as an extension from the cervix-uterus complex. Negative space molds were created from modeled anatomy and 3D printed. Silicone was used to cast the anatomy molds. A 3D printed box was constructed to house the manufactured anatomy for structural integrity and to accommodate the insertion of a speculum, tandem, needles, and TRUS probe. The phantom was CT-imaged to identify potential imperfections that might impact US visualization. Free-hand TRUS was used to guide interstitial needles into the phantom. The commercial tracking system was used to generate a 3D US volume. After insertion, the phantom was imaged with CT and MR and the uterus and CTVHR dimensions were verified against the CAD model. RESULTS/CONCLUSIONS: The manufactured phantom allows for accurate visualization with multiple imaging modalities and is conducive to applicator and needle insertion. The phantom dimensions from the CAD model were verified with those from each imaging modality. The phantom is low cost and can be reproducibly manufactured with the 3D printing and molding processes. Our initial experiments demonstrate the ability to integrate the phantom with a commercial tracking system for future needle tracking validation studies.


Assuntos
Braquiterapia , Humanos , Feminino , Braquiterapia/métodos , Tomografia Computadorizada por Raios X/métodos , Imagens de Fantasmas , Ultrassonografia , Imagem Multimodal
2.
BMC Bioinformatics ; 23(Suppl 12): 408, 2022 Sep 30.
Artigo em Inglês | MEDLINE | ID: mdl-36180836

RESUMO

BACKGROUND: Artificial intelligence (AI) and machine learning (ML) have resulted in significant enthusiasm for their promise in healthcare. Despite this, prospective randomized controlled trials and successful clinical implementation remain limited. One clinical application of ML is mitigation of the increased risk for acute care during outpatient cancer therapy. We previously reported the results of the System for High Intensity EvaLuation During Radiation Therapy (SHIELD-RT) study (NCT04277650), which was a prospective, randomized quality improvement study demonstrating that ML based on electronic health record (EHR) data can direct supplemental clinical evaluations and reduce the rate of acute care during cancer radiotherapy with and without chemotherapy. The objective of this study is to report the workflow and operational challenges encountered during ML implementation on the SHIELD-RT study. RESULTS: Data extraction and manual review steps in the workflow represented significant time commitments for implementation of clinical ML on a prospective, randomized study. Barriers include limited data availability through the standard clinical workflow and commercial products, the need to aggregate data from multiple sources, and logistical challenges from altering the standard clinical workflow to deliver adaptive care. CONCLUSIONS: The SHIELD-RT study was an early randomized controlled study which enabled assessment of barriers to clinical ML implementation, specifically those which leverage the EHR. These challenges build on a growing body of literature and may provide lessons for future healthcare ML adoption. TRIAL REGISTRATION: NCT04277650. Registered 20 February 2020. Retrospectively registered quality improvement study.


Assuntos
Inteligência Artificial , Neoplasias , Registros Eletrônicos de Saúde , Humanos , Aprendizado de Máquina , Neoplasias/radioterapia , Estudos Prospectivos , Ensaios Clínicos Controlados Aleatórios como Assunto
3.
Int J Gynecol Cancer ; 32(3): 372-379, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-35256426

RESUMO

Stereotactic body radiotherapy (SBRT, also referred to as stereotactic ablative radiotherapy (SABR)) has been used in the treatment of primary and metastatic solid tumors, and increasingly so in gynecologic oncology. This review article aims to summarize the current literature describing the utility of SBRT in the primary, recurrent, and limited metastatic settings for gynecologic malignancies. The use of SBRT in both retrospective and prospective reports has been associated with adequate control of the treated site, particularly in the setting of oligometastatic disease. It is not, however, recommended as an alternative to brachytherapy for intact disease unless all efforts to use brachytherapy are exhausted. While phase I and II trials have established the relative safety and potential toxicities of SBRT, there remains a dearth of phase III randomized evidence, including the use of immunotherapy, in order to better establish the role of this technique as a method of improving more global outcomes for our patients with gynecologic cancers.


Assuntos
Neoplasias dos Genitais Femininos , Radioterapia (Especialidade) , Radiocirurgia , Feminino , Neoplasias dos Genitais Femininos/patologia , Neoplasias dos Genitais Femininos/radioterapia , Humanos , Estudos Prospectivos , Radiocirurgia/efeitos adversos , Radiocirurgia/métodos , Estudos Retrospectivos
4.
J Perianesth Nurs ; 35(4): 374-381, 2020 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-32173174

RESUMO

PURPOSE: This review aims to explore intravenous opioid pain protocols and their dose-time intervals in managing acute postoperative pain in adults in the postanesthesia care unit (PACU). DESIGN: A scoping review using a systematic search strategy. METHODS: Sixteen articles were identified from MEDLINE, CINAHL, PubMed, Embase, and Cochrane specific to the aims. FINDINGS: The literature demonstrated several variations on dose-time intervals used for opioid pain protocol administration globally. Furthermore, opioid analgesic pain protocols in the PACU appear to be effective in postoperative pain management. However, the literature did not identify optimal time intervals related to dose administration within these protocols. CONCLUSIONS: Literature gaps were identified regarding the significance of dose-time intervals when using opioid analgesic pain protocols in the PACU.


Assuntos
Analgésicos Opioides , Dor Pós-Operatória , Administração Intravenosa , Adulto , Analgésicos Opioides/uso terapêutico , Humanos , Manejo da Dor , Medição da Dor , Dor Pós-Operatória/tratamento farmacológico , Literatura de Revisão como Assunto
5.
AJR Am J Roentgenol ; 213(6): 1232-1239, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31613663

RESUMO

OBJECTIVE. The purpose of this study was to investigate whether, compared with traditional criteria, the modified Response Evaluation Criteria in Solid Tumors version 1.1 for immune-based therapeutics (iRECIST) improves prediction of local tumor control and survival in patients with hepatocellular carcinoma (HCC) treated with stereotactic body radiotherapy (SBRT). MATERIALS AND METHODS. Fifty-one HCC lesions (mean size, 3.1 cm) treated with SBRT in 41 patients (mean age, 67 years) were retrospectively included. Each patient underwent CT or MRI before SBRT and at least once after SBRT. Best overall response was categorized using Response Evaluation Criteria in Solid Tumors version 1.1 (RECIST 1.1), iRECIST, World Health Organization (WHO) criteria, modified Response Evaluation Criteria in Solid Tumors (mRECIST), and European Association for the Study of the Liver (EASL) criteria. Lesions were then classified as local tumor control (i.e., stable disease, partial response, or complete response) or local treatment failure (i.e., progressive disease) by each tumor response criteria. Proportions of local tumor control were compared using the McNemar exact test. The 1-year overall survival was estimated using the Kaplan-Meier method. RESULTS. The median follow-up after SBRT was 21.0 months. The local tumor control rate was 94.1% (48/51) by iRECIST, 88.2% (45/51) by RECIST 1.1, 72.5% (37/51) by WHO criteria, 80.4% (41/51) by mRECIST, and 72.5% (37/51) by EASL criteria. The local tumor control rate was significantly higher according to iRECIST compared with WHO (p = 0.0010) and EASL (p = 0.0225) criteria. The 1-year survival rate for patients with local tumor control according to iRECIST (86.4%) was higher (although not statistically significant) compared with the 1-year survival rate for patients with local tumor control according to the other response criteria. CONCLUSION. iRECIST may provide more robust interpretation of HCC response after SBRT, yielding improved prediction of local tumor control and 1-year survival rates compared with traditional criteria.


Assuntos
Carcinoma Hepatocelular/diagnóstico por imagem , Carcinoma Hepatocelular/radioterapia , Neoplasias Hepáticas/diagnóstico por imagem , Neoplasias Hepáticas/radioterapia , Critérios de Avaliação de Resposta em Tumores Sólidos , Idoso , Idoso de 80 Anos ou mais , Meios de Contraste , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Radiocirurgia , Estudos Retrospectivos , Taxa de Sobrevida , Resultado do Tratamento
6.
Lung ; 197(6): 735-740, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31705270

RESUMO

Lung cancer screening (LCS) is currently advocated in a subset of current or former smokers with a thirty pack-year smoking history or higher. Studies report that few patients meeting the criteria for screening are undergoing LCS. We conducted a survey to assess if barriers to LCS (race, ethnicity, and socioeconomic status) affect the perceptions about LCS that could influence screening uptake. We did not detect different perceptions based on race, ethnicity, or socioeconomic status; however, our survey found that fewer barriers and more benefits to LCS may be perceived in patients who undergo other types of health screening and more benefits for those with internet capable devices.


Assuntos
Atitude Frente a Saúde , Detecção Precoce de Câncer , Etnicidade , Serviços de Saúde/estatística & dados numéricos , Disparidades em Assistência à Saúde , Acesso à Internet , Neoplasias Pulmonares/diagnóstico , Classe Social , Negro ou Afro-Americano , Idoso , Idoso de 80 Anos ou mais , Computadores de Mão , Informação de Saúde ao Consumidor , Escolaridade , Feminino , Hispânico ou Latino , Humanos , Renda , Comportamento de Busca de Informação , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Smartphone , Inquéritos e Questionários , População Branca
7.
Cancer ; 124(17): 3476-3489, 2018 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-29645076

RESUMO

Hepatocellular carcinoma (HCC) is increasing in incidence and mortality. Although the prognosis remains poor, long-term survival has improved from 3% in 1970 to an 18% 5-year survival rate today. This is likely because of the introduction of well tolerated, oral antiviral therapies for hepatitis C. Curative options for patients with HCC are often limited by underlying liver dysfunction/cirrhosis and medical comorbidities. Less than one-third of patients are candidates for surgery, which is the current gold standard for cure. Nonsurgical treatments include embolotherapies, percutaneous ablation, and ablative radiation. Technological advances in radiation delivery in the past several decades now allow for safe and effective ablative doses to the liver. Conformal techniques allow for both dose escalation to target volumes and normal tissue sparing. Multiple retrospective and prospective studies have demonstrated that hypofractionated image-guided radiation therapy, used as monotherapy or in combination with other liver-directed therapies, can provide excellent local control that is cost effective. Therefore, as the HCC treatment paradigm continues to evolve, ablative radiation treatment has moved from a palliative treatment to both a "bridge to transplant" and a definitive treatment.


Assuntos
Carcinoma Hepatocelular/radioterapia , Neoplasias Hepáticas/radioterapia , Radioterapia Conformacional , Embolização Terapêutica/métodos , História do Século XX , História do Século XXI , Humanos , Radioterapia Conformacional/efeitos adversos , Radioterapia Conformacional/história , Radioterapia Conformacional/métodos , Radioterapia Guiada por Imagem/história , Radioterapia de Intensidade Modulada/história , Radioterapia de Intensidade Modulada/métodos
8.
Hum Mol Genet ; 24(19): 5589-602, 2015 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-26025378

RESUMO

Genome-wide association studies (GWAS) have identified numerous common prostate cancer (PrCa) susceptibility loci. We have fine-mapped 64 GWAS regions known at the conclusion of the iCOGS study using large-scale genotyping and imputation in 25 723 PrCa cases and 26 274 controls of European ancestry. We detected evidence for multiple independent signals at 16 regions, 12 of which contained additional newly identified significant associations. A single signal comprising a spectrum of correlated variation was observed at 39 regions; 35 of which are now described by a novel more significantly associated lead SNP, while the originally reported variant remained as the lead SNP only in 4 regions. We also confirmed two association signals in Europeans that had been previously reported only in East-Asian GWAS. Based on statistical evidence and linkage disequilibrium (LD) structure, we have curated and narrowed down the list of the most likely candidate causal variants for each region. Functional annotation using data from ENCODE filtered for PrCa cell lines and eQTL analysis demonstrated significant enrichment for overlap with bio-features within this set. By incorporating the novel risk variants identified here alongside the refined data for existing association signals, we estimate that these loci now explain ∼38.9% of the familial relative risk of PrCa, an 8.9% improvement over the previously reported GWAS tag SNPs. This suggests that a significant fraction of the heritability of PrCa may have been hidden during the discovery phase of GWAS, in particular due to the presence of multiple independent signals within the same region.


Assuntos
Mapeamento Cromossômico/métodos , Polimorfismo de Nucleotídeo Único , Neoplasias da Próstata/genética , População Branca/genética , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Genótipo , Humanos , Desequilíbrio de Ligação , Masculino
9.
Genet Epidemiol ; 37(8): 846-59, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24186853

RESUMO

Neuronal nicotinic acetylcholine receptor (nAChR) genes (CHRNA5/CHRNA3/CHRNB4) have been reproducibly associated with nicotine dependence, smoking behaviors, and lung cancer risk. Of the few reports that have focused on early smoking behaviors, association results have been mixed. This meta-analysis examines early smoking phenotypes and SNPs in the gene cluster to determine: (1) whether the most robust association signal in this region (rs16969968) for other smoking behaviors is also associated with early behaviors, and/or (2) if additional statistically independent signals are important in early smoking. We focused on two phenotypes: age of tobacco initiation (AOI) and age of first regular tobacco use (AOS). This study included 56,034 subjects (41 groups) spanning nine countries and evaluated five SNPs including rs1948, rs16969968, rs578776, rs588765, and rs684513. Each dataset was analyzed using a centrally generated script. Meta-analyses were conducted from summary statistics. AOS yielded significant associations with SNPs rs578776 (beta = 0.02, P = 0.004), rs1948 (beta = 0.023, P = 0.018), and rs684513 (beta = 0.032, P = 0.017), indicating protective effects. There were no significant associations for the AOI phenotype. Importantly, rs16969968, the most replicated signal in this region for nicotine dependence, cigarettes per day, and cotinine levels, was not associated with AOI (P = 0.59) or AOS (P = 0.92). These results provide important insight into the complexity of smoking behavior phenotypes, and suggest that association signals in the CHRNA5/A3/B4 gene cluster affecting early smoking behaviors may be different from those affecting the mature nicotine dependence phenotype.


Assuntos
Predisposição Genética para Doença , Família Multigênica/genética , Polimorfismo de Nucleotídeo Único/genética , Receptores Nicotínicos/genética , Fumar/genética , Adolescente , Idade de Início , Cotinina/metabolismo , Feminino , Loci Gênicos/genética , Humanos , Internacionalidade , Desequilíbrio de Ligação/genética , Masculino , Proteínas do Tecido Nervoso/genética , Fenótipo , Tabagismo/genética
10.
Behav Genet ; 44(4): 356-67, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24687270

RESUMO

Previous studies have shown associations between single nucleotide polymorphisms (SNPs) in gamma aminobutyric acid receptor alpha 2 (GABRA2) and adolescent conduct disorder (CD) and alcohol dependence in adulthood, but not adolescent alcohol dependence. The present study was intended as a replication and extension of this work, focusing on adolescent CD, adolescent alcohol abuse and dependence (AAD), and adult AAD. Family based association tests were run using Hispanics and non-Hispanic European American subjects from two independent longitudinal samples. Although the analysis provided nominal support for an association with rs9291283 and AAD in adulthood and CD in adolescence, the current study failed to replicate previous associations between two well replicated GABRA2 SNPs and CD and alcohol dependence. Overall, these results emphasize the utility of including an independent replication sample in the study design, so that the results from an individual sample can be weighted in the context of its reproducibility.


Assuntos
Alcoolismo/genética , Transtorno da Conduta/genética , Polimorfismo de Nucleotídeo Único , Receptores de GABA-A/genética , Adolescente , Feminino , Genótipo , Humanos , Estudos Longitudinais , Masculino , Reação em Cadeia da Polimerase , Adulto Jovem
11.
Nicotine Tob Res ; 16(7): 923-30, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24583363

RESUMO

INTRODUCTION: Tobacco use is a complex behavior. The Old Order Amish community offers unique advantages for the study of tobacco use because of homogenous ancestral background, sociocultural similarity, sex-specific social norms regarding tobacco use, and large family size. Tobacco use in the Old Order Amish community is almost exclusively confined to males. METHODS: We examined characteristics of tobacco use and familial aggregation among 1,216 Amish males from cross-sectional prospectively collected data. Outcomes examined included ever using tobacco regularly, current use, quantity of use, duration of use, and frequency of use. RESULTS: Sixteen percent of Amish men were current tobacco users, with the majority reporting cigar use only. Higher rates of tobacco use were found among sons of fathers who smoked compared with sons of fathers who did not smoke (46% vs. 22%, p < .001) as well as among brothers of index cases who smoked compared with brothers of index cases who did not smoke (61% vs. 29%, p < .001). After controlling for shared household effects and age, heritability accounted for 66% of the variance in ever smoking regularly (p = .045). CONCLUSIONS: The familial patterns of tobacco use observed among Amish men highlight the important role of family in propagating tobacco use and support the usefulness of this population for future genetic studies of nicotine addiction.


Assuntos
Amish/estatística & dados numéricos , Fumar/etnologia , Uso de Tabaco/etnologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos Transversais , Características da Família , Pai , Humanos , Masculino , Pessoa de Meia-Idade , Pennsylvania/epidemiologia , Irmãos , Adulto Jovem
12.
NEJM AI ; 1(4)2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38586278

RESUMO

BACKGROUND: Machine learning (ML) may cost-effectively direct health care by identifying patients most likely to benefit from preventative interventions to avoid negative and expensive outcomes. System for High-Intensity Evaluation During Radiation Therapy (SHIELD-RT; NCT04277650) was a single-institution, randomized controlled study in which electronic health record-based ML accurately identified patients at high risk for acute care (emergency visit or hospitalization) during radiotherapy (RT) and targeted them for supplemental clinical evaluations. This ML-directed intervention resulted in decreased acute care utilization. Given the limited prospective data showing the ability of ML to direct interventions cost-efficiently, an economic analysis was performed. METHODS: A post hoc economic analysis was conducted of SHIELD-RT that included RT courses from January 7, 2019, to June 30, 2019. ML-identified high-risk courses (≥10% risk of acute care during RT) were randomized to receive standard of care weekly clinical evaluations with ad hoc supplemental evaluations per clinician discretion versus mandatory twice-weekly evaluations. The primary outcome was difference in mean total medical costs during and 15 days after RT. Acute care costs were obtained via institutional cost accounting. Physician and intervention costs were estimated via Medicare and Medicaid data. Negative binomial regression was used to estimate cost outcomes after adjustment for patient and disease factors. RESULTS: A total of 311 high-risk RT courses among 305 patients were randomized to the standard (n=157) or the intervention (n=154) group. Unadjusted mean intervention group supplemental visit costs were $155 per course (95% confidence interval, $142 to $168). The intervention group had fewer acute care visits per course (standard, 0.47; intervention, 0.31; P=0.04). Total mean adjusted costs were $3110 per course for the standard group and $1494 for the intervention group (difference in means, $1616 [95% confidence interval, $1450 to $1783]; P=0.03). CONCLUSIONS: In this economic analysis of a randomized controlled, health care ML study, mandatory supplemental evaluations for ML-identified high-risk patients were associated with both reduced total medical costs and improved clinical outcomes. Further study is needed to determine whether economic results are generalizable. (Funded in part by The Duke Endowment, The Conquer Cancer Foundation, the Duke Department of Radiation Oncology, and the National Cancer Institute of the National Institutes of Health [R01CA277782]; ClinicalTrials.gov number, NCT04277650.).

13.
PLoS Genet ; 6(8)2010 Aug 05.
Artigo em Inglês | MEDLINE | ID: mdl-20700436

RESUMO

Recently, genetic association findings for nicotine dependence, smoking behavior, and smoking-related diseases converged to implicate the chromosome 15q25.1 region, which includes the CHRNA5-CHRNA3-CHRNB4 cholinergic nicotinic receptor subunit genes. In particular, association with the nonsynonymous CHRNA5 SNP rs16969968 and correlates has been replicated in several independent studies. Extensive genotyping of this region has suggested additional statistically distinct signals for nicotine dependence, tagged by rs578776 and rs588765. One goal of the Consortium for the Genetic Analysis of Smoking Phenotypes (CGASP) is to elucidate the associations among these markers and dichotomous smoking quantity (heavy versus light smoking), lung cancer, and chronic obstructive pulmonary disease (COPD). We performed a meta-analysis across 34 datasets of European-ancestry subjects, including 38,617 smokers who were assessed for cigarettes-per-day, 7,700 lung cancer cases and 5,914 lung-cancer-free controls (all smokers), and 2,614 COPD cases and 3,568 COPD-free controls (all smokers). We demonstrate statistically independent associations of rs16969968 and rs588765 with smoking (mutually adjusted p-values<10(-35) and <10(-8) respectively). Because the risk alleles at these loci are negatively correlated, their association with smoking is stronger in the joint model than when each SNP is analyzed alone. Rs578776 also demonstrates association with smoking after adjustment for rs16969968 (p<10(-6)). In models adjusting for cigarettes-per-day, we confirm the association between rs16969968 and lung cancer (p<10(-20)) and observe a nominally significant association with COPD (p = 0.01); the other loci are not significantly associated with either lung cancer or COPD after adjusting for rs16969968. This study provides strong evidence that multiple statistically distinct loci in this region affect smoking behavior. This study is also the first report of association between rs588765 (and correlates) and smoking that achieves genome-wide significance; these SNPs have previously been associated with mRNA levels of CHRNA5 in brain and lung tissue.


Assuntos
Cromossomos Humanos Par 15/genética , Neoplasias Pulmonares/genética , Doença Pulmonar Obstrutiva Crônica/genética , Fumar/genética , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Proteínas do Tecido Nervoso/genética , Polimorfismo de Nucleotídeo Único , Receptores Nicotínicos/genética , População Branca/genética , Adulto Jovem
14.
Curr Cardiol Rep ; 15(7): 381, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23797323

RESUMO

Arterial thrombosis is a major component of vascular disease, especially myocardial infarction (MI) and stroke. Current anti-thrombotic therapies such as warfarin and clopidogrel are effective in inhibiting cardiovascular events; however, there is great inter-individual variability in response to these medications. In recent years, it has been recognized that genetic factors play a significant role in drug response, and, subsequently, common variants in genes responsible for metabolism and drug action have been identified. These discoveries along with new diagnostic targets and therapeutic strategies hold promise for more effective individualized anti-coagulation and anti-platelet therapy.


Assuntos
Anticoagulantes/uso terapêutico , Inibidores da Agregação Plaquetária/uso terapêutico , Trombose/genética , Trombose/prevenção & controle , Anticoagulantes/efeitos adversos , Clopidogrel , Humanos , Inibidores da Agregação Plaquetária/efeitos adversos , Ticlopidina/efeitos adversos , Ticlopidina/análogos & derivados , Ticlopidina/uso terapêutico , Resultado do Tratamento , Varfarina/efeitos adversos , Varfarina/uso terapêutico
15.
Am J Health Syst Pharm ; 80(9): e104-e110, 2023 04 19.
Artigo em Inglês | MEDLINE | ID: mdl-36775982

RESUMO

PURPOSE: California Senate Bill (SB) 1254 (effective January 1, 2019) requires pharmacy staff at acute hospitals with more than 100 beds to obtain a medication profile for high-risk patients upon hospital admission. This multicenter study sought to evaluate the statewide impact of California SB 1254 by capturing the errors intercepted and harm prevented as a result of the passage of the bill. METHODS: This was a multicenter, prospective, observational study conducted at 11 hospitals in California for 6 consecutive weeks between January 2020 and March 2020. Participating sites captured medication history errors identified among high-risk patients using organization-specific criteria. Errors were categorized by type and ranked for severity of potential or actual harm based on the modified National Coordinating Council for Medication Error Reporting and Prevention (NCC MERP) categories. RESULTS: Study sites had an average daily census of 180 to 800 patients. Approximately 94% (n = 2,554) of medication histories conducted disclosed at least 1 error. Approximately 54% (n = 1,474) of histories disclosed at least 1 serious or potentially life-threatening error. Approximately 6 errors were identified and prevented per patient (95% CI, 5.62-6.01 errors per patient), and 1 in 4 errors (25%) was categorized as potentially serious or life-threatening. CONCLUSION: Among high-risk patients, pharmacy-led medication histories significantly reduced medication errors. If not intercepted, these errors would have likely resulted in substantial morbidity and mortality. Future research should evaluate opportunities to standardize high-risk criteria to support patient prioritization and allocation of resources.


Assuntos
Hospitalização , Erros de Medicação , Humanos , Estudos Prospectivos , Erros de Medicação/prevenção & controle , Hospitais , California , Reconciliação de Medicamentos/métodos
16.
BMJ Health Care Inform ; 30(1)2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36764680

RESUMO

OBJECTIVES: Clinical artificial intelligence and machine learning (ML) face barriers related to implementation and trust. There have been few prospective opportunities to evaluate these concerns. System for High Intensity EvaLuation During Radiotherapy (NCT03775265) was a randomised controlled study demonstrating that ML accurately directed clinical evaluations to reduce acute care during cancer radiotherapy. We characterised subsequent perceptions and barriers to implementation. METHODS: An anonymous 7-question Likert-type scale survey with optional free text was administered to multidisciplinary staff focused on workflow, agreement with ML and patient experience. RESULTS: 59/71 (83%) responded. 81% disagreed/strongly disagreed their workflow was disrupted. 67% agreed/strongly agreed patients undergoing intervention were high risk. 75% agreed/strongly agreed they would implement the ML approach routinely if the study was positive. Free-text feedback focused on patient education and ML predictions. CONCLUSIONS: Randomised data and firsthand experience support positive reception of clinical ML. Providers highlighted future priorities, including patient counselling and workflow optimisation.


Assuntos
Inteligência Artificial , Pessoal de Saúde , Humanos , Estudos Prospectivos , Inquéritos e Questionários , Aprendizado de Máquina
17.
Behav Genet ; 42(4): 636-46, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22382757

RESUMO

Multiple studies have provided evidence for genetic associations between single nucleotide polymorphisms (SNPs) located on the CHRNA5/A3/B4 gene cluster and various phenotypes related to Nicotine Dependence (Greenbaum et al. 2009). Only a few studies have investigated other substances of abuse. The current study has two aims, (1) to extend previous findings by focusing on associations between the CHRNA5/A3/B4 gene cluster and age of initiation of several different substances, and (2) to investigate heterogeneity in age of initiation across the different substances. All analyses were conducted with a subset of the Add Health study with available genetic data. The first aim was met by modeling onset of tobacco, alcohol, cannabis, inhalants, and other substance use using survival mixture analysis (SMA). Ten SNPs in CHRNA5/A3/B4 were used to predict phenotypic differences in the risk of onset, and differences between users and non-users. The survival models aim at investigating differences in the risk of initiation across the 5-18 age range for each phenotype separately. Significant or marginally significant genetic effects were found for all phenotypes. The genetic effects were mainly related to the risk of initiation and to a lesser extent to discriminating between users and non-users. To address the second goal, the survival analyses were complemented by a latent class analysis that modeled all phenotypes jointly. One of the ten SNPs was found to predict differences between the early and late onset classes. Taken together, our study provides evidence for a general role of the CHRNA5/A3/B4 gene cluster in substance use initiation that is not limited to nicotine and alcohol.


Assuntos
Genótipo , Proteínas do Tecido Nervoso/genética , Fenótipo , Receptores Nicotínicos/genética , Transtornos Relacionados ao Uso de Substâncias/genética , Adolescente , Idade de Início , Transtornos Relacionados ao Uso de Álcool/genética , Feminino , Predisposição Genética para Doença , Humanos , Abuso de Inalantes/genética , Masculino , Abuso de Maconha/genética , Família Multigênica , Polimorfismo de Nucleotídeo Único , Análise de Sobrevida , Tabagismo/genética
18.
Behav Genet ; 42(3): 402-14, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22042234

RESUMO

There is strong evidence for shared genetic factors contributing to childhood externalizing disorders and substance abuse. Externalizing disorders often precede early substance experimentation, leading to the idea that individuals inherit a genetic vulnerability to generalized disinhibitory psychopathology. Genetic variation in the CHRNA5/CHRNA3/CHRNB4 gene cluster has been associated with early substance experimentation, nicotine dependence, and other drug behaviors. This study examines whether the CHRNA5/CHRNA3/CHRNB4 locus is correlated also with externalizing behaviors in three independent longitudinally assessed adolescent samples. We developed a common externalizing behavior phenotype from the available measures in the three samples, and tested for association with 10 SNPs in the gene cluster. Significant results were detected in two of the samples, including rs8040868, which remained significant after controlling for smoking quantity. These results expand on previous work focused mainly on drug behaviors, and support the hypothesis that variation in the CHRNA5/CHRNA3/CHRNB4 locus is associated with early externalizing behaviors.


Assuntos
Transtornos do Comportamento Infantil/genética , Família Multigênica/genética , Proteínas do Tecido Nervoso/genética , Receptores Nicotínicos/genética , Transtornos Relacionados ao Uso de Substâncias/genética , Adolescente , Transtornos do Comportamento Infantil/psicologia , Família , Feminino , Humanos , Desequilíbrio de Ligação/genética , Estudos Longitudinais , Masculino , Fenótipo , Reação em Cadeia da Polimerase , Polimorfismo de Nucleotídeo Único/genética , Fumar/genética , Fumar/psicologia , Transtornos Relacionados ao Uso de Substâncias/psicologia
19.
Ann Pharmacother ; 46(9): 1239-44, 2012 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-22947592

RESUMO

OBJECTIVE: To review the primary literature evaluating the effect preoperative use of angiotensin-converting enzyme (ACE) inhibitors and angiotensin receptor blockers (ARBs) has on the risk of postoperative atrial fibrillation following coronary artery bypass grafting (CABG). DATA SOURCES: PubMed was searched from January 1, 2000, to May 17, 2012, using the MeSH terms coronary artery bypass, angiotensin-converting enzyme inhibitors, angiotensin receptor antagonists, and atrial fibrillation. Additional articles were identified from the reference lists of the articles identified in the PubMed search. STUDY SELECTION AND DATA EXTRACTION: Abstracts from the PubMed search were screened for relevance to the topic. Articles including information on the effect of ACE inhibitors or ARBs on postoperative atrial fibrillation following CABG were indentified for further review. Data extracted from these studies included patient baseline characteristics, outcome definitions, incidence of atrial fibrillation after CABG, and preoperative use of ACE inhibitors or ARBs. DATA SYNTHESIS: The PubMed search resulted in 6 articles, 4 of which were applicable to the clinical question. Four other articles were identified from the reference lists of the applicable studies, resulting in a literature review of 8 studies. These studies included patients undergoing CABG with or without valve procedures. Four studies included patients undergoing isolated CABG procedures; the remaining 4 included patients undergoing CABG with a valve procedure. Information on preoperative ACE inhibitor or ARB use was included in all studies. Two studies suggested a decreased risk of postoperative atrial fibrillation following CABG with preoperative ACE inhibitor or ARB therapy, 3 suggested an increased risk, and 3 found no effect on risk. CONCLUSIONS: The studies reviewed here had conflicting results. Randomized placebo-controlled trials are necessary to determine the risk for atrial fibrillation after CABG associated with preoperative use of ACE inhibitors and ARBs. The decision to continue or withhold the drugs is not evidence-based and should be based on a patient's other clinical characteristics.


Assuntos
Antagonistas de Receptores de Angiotensina/uso terapêutico , Inibidores da Enzima Conversora de Angiotensina/uso terapêutico , Fibrilação Atrial/prevenção & controle , Ponte de Artéria Coronária , Humanos , Razão de Chances , Período Pré-Operatório
20.
Semin Radiat Oncol ; 32(3): 245-253, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35688523

RESUMO

Historically, radiotherapy fractionation for early-stage breast cancer primarily consisted of 1.8-2 Gy per fraction given once daily to a total dose of 45-66 Gy over 5-7 weeks for whole breast treatment. Partial breast treatment employed larger dose per fraction (3.4-3.85 Gy) in 10 fractions given twice daily over 1 week. Radiobiologically, breast cancer is increasingly appreciated as a low alpha-beta ratio malignancy that is best treated with larger dose per fraction. Over the past 10 years, there have been increasing data from multiple large randomized clinical trials that support the use of shorter treatment courses: first hypofractionated regimens consisting of 15-20 treatments, and more recently, ultra-hypofractionated regimens as short as 5 treatments. Simultaneously, data from modern partial breast irradiation (PBI) trials support once daily treatment regimens ranging from 1-5 treatments. Shorter treatment courses represent less treatment burden on patients, reduced financial impact, and potentially improved access to care for patients with transportation and/or socioeconomic barriers. Here we review the evolution of whole and partial breast treatment regimens for early-stage breast cancer.


Assuntos
Neoplasias da Mama , Mama/patologia , Neoplasias da Mama/patologia , Fracionamento da Dose de Radiação , Feminino , Humanos , Mastectomia Segmentar
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