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1.
J Neuropsychiatry Clin Neurosci ; 36(2): 118-124, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38258377

RESUMO

OBJECTIVE: Repetitive head impacts in professional fighting commonly lead to head injuries. Increased exposure to repetitive head trauma, measured by the number of professional fights and years of fighting, has been associated with slower processing speed and smaller brain volumes. The impact of win-loss outcomes has been investigated in other sports, with several studies suggesting that individuals on losing teams experience more head injuries. Here, the authors hypothesized that fighters with a worse fight record would exhibit poorer brain health outcomes. METHODS: The Professional Fighters Brain Health Study examined changes in neuropsychiatric symptoms, regional brain volume, and cognition among professional boxers and mixed martial arts fighters. These data were used to evaluate the relationship between win-loss ratios and brain health outcomes among professional fighters (N=212) by using validated neuropsychiatric symptom and cognitive measures and MRI data. RESULTS: Retired fighters with a better record demonstrated more impulsiveness (B=0.21, df=48) and slower processing speed (B=-0.42, df=31). More successful fighters did not perform better than fighters with worse records on any neuropsychiatric or cognitive test. Retired fighters with better fight records had smaller brain volumes in the subcortical gray matter, anterior corpus callosum, left and right hippocampi, left and right amygdala, and left thalamus. More successful active fighters had a smaller left amygdala volume. CONCLUSIONS: These findings suggest that among retired fighters, a better fight record was associated with greater impulsiveness, slower processing speed, and smaller brain volume in certain regions. This study shows that even successful fighters experience adverse effects on brain health.


Assuntos
Transtornos Cognitivos , Traumatismos Craniocerebrais , Humanos , Encéfalo/diagnóstico por imagem , Cognição , Substância Cinzenta
2.
Drug Chem Toxicol ; : 1-8, 2023 Nov 09.
Artigo em Inglês | MEDLINE | ID: mdl-37941394

RESUMO

Methadone is an opioid receptor agonist with a high potential for abuse. The current study aimed to compare different machine learning models to predict the outcomes following methadone poisoning. This six-year retrospective longitudinal study utilizes National Poison Data System (NPDS) data. The severity of outcomes was derived from the NPDS Coding Manual. Our database was divided into training (70%) and test (30%) sets. We used a light gradient boosting machine (LGBM), extreme gradient boosting (XGBoost), random forest (RF), and logistic regression (LR) to predict the outcomes of methadone poisoning. A total of 3847 patients with methadone exposures were included. Our results demonstrated that machine learning models conferred high accuracy and reliability in determining the outcomes of methadone poisoning cases. The performance evaluation showed all models had high accuracy, precision, specificity, recall, and F1-score values. All models could reach high specificity (more than 96%) and high precision (80% or more) for predicting major outcomes. The models could also achieve a high sensitivity to predict minor outcomes. Finally, the accuracy of all models was about 75%. However, XGBoost and LGBM models achieved the best performance among all models. This study showcased the accuracy and reliability of machine learning models in the outcome prediction of methadone poisoning.

3.
MMWR Morb Mortal Wkly Rep ; 71(22): 725-729, 2022 06 03.
Artigo em Inglês | MEDLINE | ID: mdl-35653284

RESUMO

Melatonin is an endogenous neurohormone that regulates the sleep-wake cycle (1). It is used therapeutically for insomnia in adults and for primary sleep disorders in children (2). Melatonin is regulated by the Food and Drug Administration (FDA) as a dietary supplement. Various synthetic melatonin preparations are widely available over the counter (OTC) in the United States with sales increasing from $285 million in 2016 to $821 million in 2020 (3). Children are at increased risk for melatonin exposure because of the supplement's widespread use and growing popularity as a sleep aid. In 2020, melatonin became the most frequently ingested substance among children reported to national poison control centers (4); however, more research is needed to describe the toxicity and outcomes associated with melatonin ingestions in children. This study assessed isolated melatonin ingestions among the pediatric population (defined here as children, adolescents, and young adults aged ≤19 years) during January 1, 2012-December 31, 2021, using the American Association of Poison Control Centers' National Poison Data System (NPDS). During the 10-year study period, 260,435 pediatric melatonin ingestions were reported to NPDS, and the annual number of ingestions increased 530%. In addition, pediatric melatonin ingestions accounted for 4.9% of all pediatric ingestions reported to poison control centers in 2021 compared with 0.6% in 2012. Pediatric hospitalizations and more serious outcomes due to melatonin ingestions increased during the study period, primarily related to an increase in unintentional ingestions among children aged ≤5 years. Five children required mechanical ventilation, and two died. Consumers and health care professionals should be encouraged to report any melatonin product-related adverse events to MedWatch, the FDA's medical product safety reporting program. Public health initiatives should focus on raising awareness of increasing numbers of melatonin ingestions among children and on the development of preventive measures to eliminate this risk.


Assuntos
Melatonina , Adolescente , Criança , Ingestão de Alimentos , Humanos , Centros de Controle de Intoxicações , Estudos Retrospectivos , Estados Unidos/epidemiologia , United States Food and Drug Administration
4.
Small ; 17(2): e2004168, 2021 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-33325643

RESUMO

A systematic study is conducted to compare the performances and stability of active layers employing a high performance electron donor (PBDB-T) combined with state-of-the-art fullerene (PC71 BM), nonfullerene (ITIC), and polymer (N2200) electron acceptors. The impact of the chemical nature of the acceptor on the durability of organic solar cells (OSCs) is elucidated by monitoring their photovoltaic performances under light exposure or dark conditions in the presence of oxygen. PC71 BM molecules exhibit a higher resistance toward oxidation compared to nonfullerene acceptors. Unencapsulated PBDB-T:PC71 BM OSCs display relatively stable performances at room temperature when stored in air for 3 months. However, when exposed to temperatures above 80 °C, their active materials demix causing notable reductions in the short-circuit densities. Such detrimental demixing can also be seen for PBDB-T:ITIC active layers above 120 °C. Although N2200 chains irreversibly degrade when exposed to air, thermally induced demixing does not occur in PBDB-T:N2200 active layers annealed up to 200 °C. In summary, fullerene OSCs may be the best currently available choice for unencapsulated room temperature applications but if oxidation of the polymer acceptors can be avoided, all polymer active layers should enable the fabrication of highly durable OSCs with lifetimes matching the requirements for OSC commercialization.

5.
Phys Chem Chem Phys ; 22(45): 26583-26591, 2020 Nov 25.
Artigo em Inglês | MEDLINE | ID: mdl-33201972

RESUMO

Using ultrafast spectroscopy, we investigate the photophysics of water-processable nanoparticles composed of a block copolymer electron donor and a fullerene derivative electron acceptor. The block copolymers are based on a poly[2,6-(4,4-bis-(2-ethylhexyl)-4H-cyclopenta[2,1-b;3,4-b']dithiophene)-alt-4,7-(2,1,3-benzothiadiazole)] rod, which is covalently linked with 2 or 100 hydrophilic coil units. In both samples the photogenerated excitons in the blend nanoparticles migrate in tens of ps to a donor/acceptor interface to be separated into free charges. However, transient absorption spectroscopy indicates that increasing the coil length from 2 to 100 units results in the formation of long living charge transfer states which reduce the charge generation efficiency. Our results shed light on the impact of rod-coil copolymer coil length on the blend nanoparticle morphology and provide essential information for the design of amphiphilic rod-coil block copolymers to increase the photovoltaic performances of water-processable organic solar cell active layers.

6.
Chem Rec ; 19(7): 1166-1178, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-30251409

RESUMO

Sunlight is among the most abundant energy sources available on our planet. Finding adequate solutions to properly and efficiently harvest it is of major importance to potentially solve the global energy crisis. Polymer solar cells have been introduced in the late 20th century as low-cost and easily processed alternative to the state-of-the-art silicon photovoltaics. Their power conversion efficiencies, which were initially rather low, are constantly improving and now reach values close to 15 %. As their optical properties can be easily tuned, designing active layer which absorb homogeneously throughout the visible spectrum is relatively simple. These peculiar characteristics enable the possibility to fabricate visibly transparent solar cells with high color rendering indices which can be employed as photovoltaic windows. After reviewing some of the most successful examples of polymer solar cell-based transparent photovoltaic window fabrication, I will discuss the possibility to produce these devices in a sustainable and/or eco-friendly manner while maintaining their performances.

7.
Sci Technol Adv Mater ; 17(1): 530-540, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27877901

RESUMO

Polymer solar cells (PSCs) are greatly influenced by both the vertical concentration gradient in the active layer and the quality of the various interfaces. To achieve vertical concentration gradients in inverted PSCs, a sequential deposition approach is necessary. However, a direct approach to sequential deposition by spin-coating results in partial dissolution of the underlying layers which decreases the control over the process and results in not well-defined interfaces. Here, we demonstrate that by using a transfer-printing process based on polydimethylsiloxane (PDMS) stamps we can obtain increased control over the thickness of the various layers while at the same time increasing the quality of the interfaces and the overall concentration gradient within the active layer of PSCs prepared in air. To optimize the process and understand the influence of various interlayers, our approach is based on surface free energy, spreading parameters and work of adhesion calculations. The key parameter presented here is the insertion of high quality hole transporting and electron transporting layers, respectively above and underneath the active layer of the inverted structure PSC which not only facilitates the transfer process but also induces the adequate vertical concentration gradient in the device to facilitate charge extraction. The resulting non-encapsulated devices (active layer prepared in air) demonstrate over 40% increase in power conversion efficiency with respect to the reference spin-coated inverted PSCs.

8.
Int Forum Allergy Rhinol ; 14(1): 130-134, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37415545

RESUMO

KEY POINTS: Metformin treatment is associated with reduced olfactory dysfunction (OD) in diabetic patients Metformin may possess potential protective effects on olfaction beyond glycemic control.


Assuntos
Diabetes Mellitus , Metformina , Transtornos do Olfato , Humanos , Metformina/uso terapêutico , Olfato , Prevalência , Diabetes Mellitus/tratamento farmacológico , Diabetes Mellitus/epidemiologia , Transtornos do Olfato/tratamento farmacológico , Transtornos do Olfato/epidemiologia
9.
JAMA Otolaryngol Head Neck Surg ; 150(3): 217-225, 2024 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-38236596

RESUMO

Importance: Single sensory impairment is associated with reduced functional resilience and increased mortality, though the effects of multiple sensory deficits are not known. Objective: To investigate longitudinal associations of the type, severity, and number of sensory impairments with physical function trajectories and mortality in older adults. Design, Setting, and Participants: This retrospective analysis of a longitudinal cohort study, the Health, Aging, and Body Composition (Health ABC) study, incorporated data from April 1997 to July 2013, featuring a 16-year follow-up with annual examinations and questionnaires. The cohort comprised 3075 men and women, aged 70 to 79 years at baseline, residing in Memphis, Tennessee, and Pittsburgh, Pennsylvania. All participants with complete sensory testing and covariate data at analytical baseline (year 5, 2002) were included. The data were analyzed September 1, 2022. Exposures: Visual, olfactory, auditory, and touch sensory functions were assessed between 2000 and 2002. Main Outcomes: The main outcomes included physical functioning trajectories and mortality risk. Physical function was assessed longitudinally using the Health ABC physical performance battery (HABCPPB). Results: A total of 1825 individuals (mean [SD] age, 77.4 [3.2] years; 957 [52%] female) were included in this study. Multivariable analysis of HABCPPB decline indicated that having 1 sensory impairment (ß estimate, -0.01 [95% CI, -0.02 to -0.001]); 2 sensory impairments (ß estimate, -0.01 [95% CI, -0.02 to -0.01]); 3 sensory impairments (ß estimate, -0.03 [95% CI, -0.04 to -0.02]); or 4 sensory impairments (ß estimate, -0.04 [95% CI, -0.05,-0.03]) was significantly associated with a steeper HABCPPB score decline in a dose-dependent manner. Adjusted Cox proportional hazards models indicated that having 1 sensory impairment (hazard ratio [HR], 1.35 [95% CI, 1.01-1.81]), 2 sensory impairments (HR, 1.58 [95% CI, 1.19-2.11]), 3 sensory impairments (HR, 1.79 [95% CI, 1.33-2.42]), or 4 sensory impairments (HR, 1.97 [95% CI, 1.39-2.79]) was significantly associated with increased mortality risk in a similarly dose-dependent manner. Conclusion: In this retrospective cohort study, the degree and number of multiple sensory impairments were associated with worse physical functioning and increased mortality risk. These findings represent an opportunity for further investigation into the value of screening, prevention, and treatment of sensory impairments to reduce morbidity and mortality in older adults.


Assuntos
Estudos Longitudinais , Masculino , Humanos , Feminino , Idoso , Estudos Retrospectivos , Estudos de Coortes , Modelos de Riscos Proporcionais , Pennsylvania/epidemiologia
10.
Biol Trace Elem Res ; 2024 Jul 30.
Artigo em Inglês | MEDLINE | ID: mdl-39080233

RESUMO

The role of heavy metals on human health has often been discussed regarding disease pathogenesis and risk factors. Alzheimer's disease (AD), a prevalent neurodegenerative disease, is no exception. We conducted a comprehensive examination to assess the concentrations of lead (Pb), cadmium (Cd), arsenic (As), and mercury (Hg) in biological samples of AD patients in comparison with a group of individuals without AD, with the objective of our study being to perform a systematic review on this topic. We performed this systematic review by searching various databases/search engines, including Web of Science, Scopus, PubMed, and Google Scholar, until December 7, 2022. Relevant studies were scrutinized for eligibility. Meta-analysis was performed on studies with sufficient data using STATA software. Twenty-seven out of 3349 studies met pre-defined eligibility criteria and were included in our systematic review. For the meta-analysis, 22 studies with 3346 participants (1291 AD patients and 2055 healthy controls) had sufficient data for inclusion in the analysis. Using a random-effects model, we found that pooled data indicated patients with AD had significantly higher levels of Cd in their biological samples compared to controls (Hedges' g, 0.83; 95% CI, 0.11, 1.54; p = 0.023). However, other heavy metals were not significantly different in circulatory samples of AD patients compared to healthy controls (p > 0.05). This systematic review and meta-analysis indicated that Cd concentrations in AD patients were significantly higher than in healthy controls. Other included heavy metals may not be directly associated with increased risk of AD.

11.
J Pharm Bioallied Sci ; 16(Suppl 1): S339-S342, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38595542

RESUMO

Introduction: The main goal of the root-end filling material is to create a hermetic seal to protect against microbes and their by-products. Excellent biocompatibility and sealing ability are characteristics of MTA developed by Torabinejad et al. This study aimed to compare the sealing ability of different type MTA as root-end filling material using dye penetration technique. Material and Method: One-twenty (N = 120) extracted human maxillary anterior teeth were decontaminated, cleaned, and decoronated. Endodontic treatment and root-end resection were done. Then root-end cavity was prepared and filled with tested materials (N = 30). A calibrated stereomicroscope was used to evaluate linear measurement. All data were tabulated and statistically analyzed with a level of significance set at P < .05. Result: This order of increasing microleaks was observed: MTA Angelus < MTA Plus < PRO-Root MTA < Control group. There was a statistically significant difference in mean microleakage in MTA Angelus and MTA Plus groups (P = 0.040). MTA Angelus shows the least microleakage among all the bioceramic material groups. Conclusion: Although the sealing ability of MTA Angelus is superior to MTA Plus, PRO-Root MTA. MTA Plus, PRO-Root MTA could be considered an acceptable alternative to MTA Angelus in peri-radicular surgeries.

12.
Int Forum Allergy Rhinol ; 14(10): 1598-1606, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-38940232

RESUMO

BACKGROUND: Amidst the rise of frailty among a globally aging population, olfactory decline has emerged as a harbinger of frailty and mortality in population-level studies. However, the relationships between frailty and the olfactory subdomains of identification (OI), discrimination (OD), and threshold (OT) remain unexplored. This study prospectively examined the association between olfactory subdomains and the physical frailty phenotype (PFP) to investigate olfactory evaluation as a means of frailty screening. METHODS: A case‒control study of 45 frail and 45 non-frail individuals matched by age and sex. OT, OD, OI (range 0‒16), and composite sum (threshold, discrimination, and identification scores [TDI], range 0‒48) were measured with Sniffin' Sticks. PFP was defined by presence of three or more criteria: physical inactivity, self-reported exhaustion, muscle weakness, slow gait, and unintentional weight loss. Conditional logistic regression evaluated associations between olfactory subdomains and frailty. RESULTS: Ninety individuals with mean age of 83.1 ± 4.9 years, 60% female (n = 54), and 87.8% white (n = 79) were included. Olfactory scores were significantly lower in the frail group for OI (9.2 vs. 12.1, p < 0.001), OD (8.1 vs. 11.6, p < 0.001), OT (4.4 vs. 8.5, p < 0.001), and TDI (21.7 vs. 32.2, p < 0.001) than in the non-frail group. A single-point decrease in olfactory score was associated with increased odds of frailty in OT (odds ratio [OR]: 2.21, 95% confidence interval: [1.22, 3.98]), OD (OR: 2.19, 95% CI: [1.32, 3.65]), OI (OR: 2.29, 95% CI: [1.19, 4.39]), and TDI (OR: 1.54, 95% CI: [1.14, 2.08]). CONCLUSION: The robust association between olfactory subdomain scores and frailty suggests that olfaction may be an accessible signifier of frailty. Future studies should investigate this relationship longitudinally to assess predictive relationships.


Assuntos
Fragilidade , Olfato , Humanos , Feminino , Masculino , Estudos de Casos e Controles , Fragilidade/epidemiologia , Estudos Prospectivos , Idoso de 80 Anos ou mais , Idoso , Olfato/fisiologia , Transtornos do Olfato/epidemiologia , Idoso Fragilizado , Limiar Sensorial
13.
Otol Neurotol ; 45(2): 136-142, 2024 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-38152035

RESUMO

OBJECTIVE: Cochlear implant electrode arrays are categorized based on their design as lateral wall (LW) and perimodiolar (PM) electrode arrays. The objective of this study was to investigate the effect of LW versus PM designs on postoperative speech perception across multiple manufacturers and over long follow-up durations. DESIGN: Retrospective cohort study. SETTING: Single academic medical center. PARTICIPANTS: A total of 478 adult cochlear implant recipients, implanted between the years 1992 and 2017. INTERVENTIONSS: PM versus LW cochlear implants. MAIN OUTCOMES AND MEASURES: Postoperative Consonant-Nucleus-Consonant Word (CNC-w) and Hearing in Noise Test (HINT) scores between 6 months and 5 years. RESULTS: Across 478 patients, approximately one-third received LW (n = 176, 36.8%), whereas 302 patients received a PM array (63.2%). The PM group had higher CNC-w scores from 6 months to 2 years (52 [interquartile range, 38-68] versus 48 [31-62], p = 0.036) and from 2 to 5 years (58 [43-72] versus 48 [33-66], p < 0.001). Multivariable analysis of patient-averaged scores indicated that the PM group had greater improvement from preoperative scores at all time points after the initial 6 months for both CNC-w ( ß = 4.4 [95% confidence interval, 0.6-8.3], p = 0.023) and HINT testing ( ß = 4.5 [95% confidence interval, 0.3-8.7], p = 0.038). CONCLUSIONS: This study indicates that PM electrode arrays are associated with small increases in postoperative speech perception scores, relative to LW arrays, when assessed across manufacturers, over long time durations, and using multiple outcome instruments. These findings may help guide surgeon selection and patient counseling of cochlear implant arrays.


Assuntos
Implante Coclear , Implantes Cocleares , Percepção da Fala , Adulto , Humanos , Estudos Retrospectivos , Fala , Cóclea , Resultado do Tratamento
14.
Oxf Med Case Reports ; 2023(9): omad096, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37771682

RESUMO

Antimuscarinic drug toxicity is a common pediatric emergency, which produces central and peripheral symptoms. Treatment of agitation and hyperactive antimuscarinic delirium, with first-line agents like cholinesterase inhibitors or benzodiazepines, is imperative to prevent severe toxicity. Intravenous physostigmine salicylate is a cholinesterase inhibitor that is commonly used to treat central antimuscarinic delirium. Its chemical structure facilitates crossing of the blood-brain barrier. Overlapping nationwide physostigmine and benzodiazepine shortages have prompted consideration of therapeutic alternatives. Rivastigmine is a long-acting cholinesterase inhibitor with a similar chemical structure to physostigmine. It represents a potential therapeutic option for antimuscarinic delirium. Rivastigmine offers potential benefits over physostigmine including a longer duration of action, slower rate of central nervous system penetration, more favorable side effect profile, and availability in multiple formulations. A paucity of literature exists describing the use of rivastigmine for central antimuscarinic delirium. We describe the effective use of oral rivastigmine in a child with central antimuscarinic delirium.

15.
Clin Toxicol (Phila) ; 61(12): 1040-1046, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38088581

RESUMO

INTRODUCTION: The United States drug overdose crisis continues to evolve. Xylazine has been increasingly identified as an adulterant in illicit opioid supplies. The incorporation of novel adulterants, like xylazine, into the illicit drug supply adds complexity to post-mortem toxicology testing, public health messaging, substance use mitigation, and the treatment of people who use drugs. METHODS: We assessed trends, decedent characteristics, drug co-detection, and blood concentrations of xylazine-positive post-mortem cases in Michigan. We utilized a toxicology testing program capable of detecting several opioids and non-opioids in post-mortem blood samples within 72 hours. RESULTS: A total of 279 deaths were xylazine-positive between October 2019 and June 2023, with 100 percent positive for fentanyl. Only 30 percent of xylazine-involved samples were positive for naloxone, while 21.2 percent of xylazine-negative and opioid-positive samples were positive for naloxone. The percentage of xylazine-positive deaths increased from 3.2 percent in 2021 to 4.7 percent in January-June 2023. A median of five total drug groups were present among xylazine-positive deaths. Post-mortem xylazine concentrations for 55 decedent blood samples ranged from 5.2 to 200 µg/L. DISCUSSION: Our study demonstrated increases in xylazine detection among post-mortem cases. Our findings are consistent with national trends of increasing xylazine presence among drug-involved deaths. Our range of detected post-mortem xylazine blood concentrations was consistent with what has been reported in previous literature. Fentanyl was detected in 100 percent of xylazine-positive overdose deaths. Naloxone detection was relatively low, highlighting the continued importance of increasing naloxone access and distribution. Deaths associated with xylazine often involved multiple other drugs. Limited human clinical xylazine research precludes accurate interpretation and attribution of causality from these data. CONCLUSIONS: Overdose-related deaths with xylazine detection are increasing in Michigan and across the United States. Further clinical and toxicological research can help contextualize the clinical significance of xylazine in opioid overdose, clarify epidemiologic and clinical research, and inform appropriate public health messaging.


Assuntos
Overdose de Drogas , Transtornos Relacionados ao Uso de Substâncias , Humanos , Estados Unidos/epidemiologia , Analgésicos Opioides , Xilazina , Overdose de Drogas/diagnóstico , Fentanila , Naloxona
16.
Nutrients ; 15(18)2023 Sep 07.
Artigo em Inglês | MEDLINE | ID: mdl-37764674

RESUMO

In the context of a growing body of evidence associating olfactory dysfunction (OD) with cognitive decline, this cross-sectional study used data from the 2013-2014 National Health and Nutrition Examination Survey (NHANES) sample in order to explore the role of dietary intake in this association. Leveraging a nationally representative sample of U.S. adults aged 60 years and older, this study analyzed dietary patterns using exploratory factor analysis. OD was categorized based on the NHANES Pocket Smell Test, and cognitive function was measured with a battery of tests. Survey-weighted multivariable regressions and causal mediation analysis were used to examine the relationship between dietary patterns, OD, and cognitive function. Results indicated that a poor adherence to a diet rich in monounsaturated fats (MUFAs) and polyunsaturated fats (PUFAs) was independently associated with both cognitive and olfactory dysfunctions, after adjusting for sociodemographic and health factors. Moreover, the relationship between OD and cognitive decline was found to be partly mediated by adherence to such a diet. This study proposes a potential link between diet, olfactory function, and cognitive decline, highlighting the role of nutritional interventions in mitigating cognitive decline, particularly in individuals with olfactory impairment.


Assuntos
Disfunção Cognitiva , Transtornos do Olfato , Adulto , Humanos , Pessoa de Meia-Idade , Idoso , Olfato , Inquéritos Nutricionais , Estudos Transversais , Dieta , Disfunção Cognitiva/epidemiologia , Transtornos do Olfato/epidemiologia , Cognição
17.
Basic Clin Pharmacol Toxicol ; 133(1): 98-110, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-36960587

RESUMO

Bupropion is widely used for the treatment of major depressive disorder and for smoking cessation assistance. Unfortunately, there are no practical systems to assist clinicians or poison centres in predicting outcomes based on clinical features. Hence, the purpose of this study was to use a decision tree approach to inform early diagnosis of outcomes secondary to bupropion overdose. This study utilized a dataset from the National Poison Data System, a 6-year retrospective cohort study on toxic exposures and patient outcomes. A machine learning algorithm (decision tree) was applied to the dataset using the sci-kit-learn library in Python. Shapley Additive exPlanations (SHAP) were used as an explainable method. Comparative analysis was performed using random forest (RF), Gradient Boosting classification, eXtreme Gradient Boosting, Light Gradient Boosting (LGM) and voting ensembling. ROC curve and precision-recall curve were used to analyse the performance of each model. LGM and RF demonstrated the highest performance to predict outcome of bupropion exposure. Multiple seizures, conduction disturbance, intentional exposure, and confusion were the most influential factors to predict the outcome of bupropion exposure. Coma and seizure, including single, multiple and status, were the most important factors to predict major outcomes.


Assuntos
Bupropiona , Transtorno Depressivo Maior , Humanos , Estados Unidos/epidemiologia , Transtorno Depressivo Maior/tratamento farmacológico , Transtorno Depressivo Maior/epidemiologia , Estudos Retrospectivos , Convulsões , Aprendizado de Máquina , Árvores de Decisões
18.
Clin Toxicol (Phila) ; 61(6): 463-469, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37358035

RESUMO

INTRODUCTION: The COVID-19 pandemic increased demand for alcohol-based hand sanitizers. We aimed to describe the epidemiological trends in pediatric alcohol-based hand sanitizer cases reported to United States poison centers. We characterized clinically significant pediatric reports involving alcohol-based hand sanitizer products before and during the pandemic and methanol-containing hand sanitizers during the pandemic. METHODS: We included all single-substance cases involving alcohol-based hand sanitizers reported to the National Poison Data System among children ≤ 19 years from 1 January 2017 to 31 December 2021, and methanol-containing hand sanitizers from 23 June 2020 to 31 December 2021. Multiple product exposures and non-human exposures were excluded. Clinically significant outcomes included moderate or major effects or death. RESULTS: There were 95,718 alcohol-based hand sanitizer pediatric cases during the study period. Most (n = 89,521; 94%) were unintentional, occurred by ingestion (n = 89,879; 93.9%), occurred at home, and were managed at the exposure site (n = 89,774; 93.8%). Common symptoms were vomiting (n = 2,969; 3.1%), coughing (n = 1,102; 1.2%), ocular irritation (n = 1,244; 1.3%), and drowsiness (n = 981; 1.0%). Most children (n = 3,937; 66.2%) managed at a health care facility were treated and released; a minority were admitted (n = 527; 9.0%). Few children (n = 81; 1.4%) were admitted to the intensive care unit. The prevalence of clinically significant cases increased in 2020 and 2021, compared to 2017. Population-adjusted rates, by state, of alcohol-based hand sanitizer cases ranged from 280 to 2,700 per million children. Of the 540 reported cases involving methanol-containing hand sanitizers, the majority (n = 255) occurred in July 2020. Thirteen cases (2.4%) had clinically significant outcomes. The prevalence of clinically significant cases remained similar in 2020 and 2021 and exhibited lower prevalence compared to alcohol-based products. Population-adjusted rates, by state, ranged from fewer than 0.9 to 40 per million children. CONCLUSIONS: Clinically significant pediatric cases involving alcohol-based hand sanitizers increased during the pandemic and remained elevated in 2021. Cases involving methanol-containing products were less frequent. Our findings may inform heightened product quality control and regulatory oversight.


Assuntos
COVID-19 , Higienizadores de Mão , Venenos , Humanos , Criança , Estados Unidos/epidemiologia , Metanol , Pandemias , Etanol , Centros de Controle de Intoxicações
19.
JAMA Otolaryngol Head Neck Surg ; 149(9): 828-836, 2023 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-37498617

RESUMO

Importance: Olfactory dysfunction (OD) is increasingly recognized as a robust marker of frailty and mortality. Despite broad recognition of frailty as a critical component of head and neck cancer (HNC) care, there is no standardized frailty assessment. Objective: To assess the prevalence of OD and its association with frailty and postoperative outcomes in HNC. Design, Setting, and Participants: In this prospective cohort study with enrollment between February 17, 2021, to September 29, 2021, at a tertiary academic medical center, 85 eligible adult patients with primary, treatment-naive HNC of mucosal or cutaneous origin were included. Patients with a history of COVID-19, neurocognitive, or primary smell/taste disorders were excluded. Exposures: Prospective olfactory assessments (self-reported, visual analog scale [VAS] and psychophysical, University of Pennsylvania Smell Identification Test [UPSIT]) with concurrent frailty assessment (Risk Analysis Index [RAI]) were used. Olfactory-specific quality of life (QOL) was examined with brief Questionnaire of Olfactory Disorders-Negative Statements (QOD-NS). Main Outcome(s) and Measure(s): The primary outcome was the prevalence of OD as assessed by VAS (0-10, no to normal smell) and UPSIT (0-40, higher scores reflect better olfaction) and its association with frailty (RAI, 0-81, higher scores indicate greater frailty). For surgical patients, secondary outcomes were associations between OD and postoperative length of stay (LOS), 30-day postoperative outcomes, and QOD-NS (0-21, higher scores indicate worse QOL). Results: Among 51 patients with HNC (mean [SD] age, 63 [10] years; 39 [77%] male participants; 41 [80%] White participants), 24 (47%) were frail, and 4 (8%) were very frail. Despite median (IQR) self-reported olfaction by VAS of 9 (8-10), 30 (59%) patients demonstrated measured OD with psychophysical testing. No meaningful association was found between self-reported and psychophysical testing (Hodges-Lehmann, <0.001; 95% CI, -2 to 1); a total of 46 (90%) patients did not report decreased olfaction-specific QOL. Median UPSIT scores were lower in frail patients (Hodges-Lehmann, 6; 95% CI, 2-12). Multivariate modeling demonstrated severe microsmia/anosmia was associated with 1.75 (95% CI, 1.09-2.80) times odds of being frail/very frail and approximately 3 days increased LOS (ß, 2.96; 95% CI, 0.29-5.62). Conclusions and Relevance: Although patients with HNC are unaware of olfactory changes, OD is common and may serve as a bellwether of frailty. In this prospective cohort study, a dose-dependent association was demonstrated between increasing degrees of OD and frailty, and the potential utility of olfaction was highlighted as a touchstone in the assessment of HNC frailty.


Assuntos
COVID-19 , Fragilidade , Neoplasias , Transtornos do Olfato , Sinusite , Adulto , Humanos , Masculino , Pessoa de Meia-Idade , Feminino , Olfato , Qualidade de Vida , Estudos Prospectivos , Fragilidade/complicações , Sinusite/cirurgia , Transtornos do Olfato/epidemiologia , Transtornos do Olfato/etiologia
20.
Laryngoscope Investig Otolaryngol ; 8(2): 409-416, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37090875

RESUMO

Objectives: Describe demographic and professional factors predictive of burnout in academic otolaryngology before and during the COVID-19 pandemic. Methods: In 2018 and 2020, cross-sectional surveys on physician wellness and burnout were distributed to faculty members of a single academic institution's otolaryngology department. Faculty were dichotomized into low and high burnout groups for 2018 (n = 8 high burnout, 19%) and 2020 (n = 11 high burnout, 37%). To identify protective factors against burnout, three semi-structured interviews were conducted with faculty that reported no burnout. Results: Forty-two participants (59%) in 2018 and 30 out of 49 participants (62%) in 2020 completed the survey. In multivariate analysis of 2018 survey data, full and associate professors had significantly lower odds of high burnout (OR 0.06, 95% CI 0.00-0.53; p = .03). Female gender was associated with increased in odds of high burnout (OR 15.55, 95% CI 1.86-231.74; p = .02). However, academic rank and gender did not remain independent predictors of high burnout in the 2020 survey. We identified significant differences in drivers of burnout brought on by the pandemic, including a shift from a myriad of work-related stressors in 2018 to a focus on patientcare and family obligations in 2020. Interview analysis identified three themes in faculty who reported no burnout: (1) focus on helping others, (2) happiness over compensation as currency, and (3) gratitude for the ability to have an impact. Conclusion: Approximately 20% of faculty reported high burnout before the pandemic, and this proportion nearly doubled during the pandemic. The risk factors and themes identified in this study may help academic otolaryngologists prevent burnout. Lay Summary: Factors driving burnout among academic otolaryngologists during the COVID-19 pandemic transitioned away from research, conferences, and work outside business hours toward family and patient responsibilities. Females report higher burnout and full professors report lower burnout. Level of evidence: III.

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