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1.
J Surg Res ; 295: 683-689, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38128347

RESUMEN

INTRODUCTION: Resuscitative thoracotomy (RT) in the setting of traumatic arrest serves as a vital but resource-intensive intervention. The COVID-19 pandemic has created critical shortages, sharpening the focus on efficient resource utilization. This study aims to compare RT performance and blood product utilization before and after the onset of the COVID-19 pandemic for patients in traumatic cardiac arrest. METHODS: All patients undergoing RT for traumatic cardiac arrest in the emergency department at our American College of Surgeons-verified Level 1 trauma center (August 01, 2017-July 31, 2022) were included in this retrospective observational study. Study groups were dichotomized into pre-COVID (before October 03, 2020) versus COVID (from October 03, 2020 on) based on patient arrival date demographics, clinical/injury data, and outcomes were collected. The primary outcome was blood product transfusion <4 h after presentation. RESULTS: 445 RTs (2% of 23,488 trauma encounters) were performed over the study period: Pre-COVID, n = 209 (2%) versus COVID, n = 236 (2%) (P = 0.697). Survival to discharge was equivalent Pre-COVID versus COVID (n = 22, 11% versus n = 21, 9%, P = 0.562). RT patients during COVID consumed a median of 1 unit less packed red blood cells at the 4 h measurement (3.0 [1.8-7.0] versus 3.9 [2.0-10.0] units, P = 0.012) and 1 unit less of platelets at the 4 h measurement (4.3 [2.6-10.0] versus 5.7 [2.9-14.4] units, P = 0.012) compared to Pre-COVID. These findings were persistent after performing multivariable negative binomial regression. CONCLUSIONS: Rates of RT and survival after RT remained consistent during the pandemic. Despite comparable RT frequency, packed red blood cells and platelet transfusions were reduced, likely reflecting resource expenditure minimization during the severe blood shortages that occurred during the pandemic. RT performance for patients in traumatic arrest may, therefore, be feasible during global pandemics at prepandemic frequencies as long as particular attention is paid to resource expenditure.


Asunto(s)
COVID-19 , Paro Cardíaco , Humanos , Toracotomía , Pandemias , Puntaje de Gravedad del Traumatismo , Resucitación , Estudios Retrospectivos , COVID-19/epidemiología
2.
Prev Med ; 183: 107956, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38615947

RESUMEN

OBJECTIVE: This study utilized a socioecological approach to prospectively identify intrapersonal, familial, and environmental factors associated with single nicotine product use (NPU) and multiple NPU among U.S. youth. METHODS: Participants were 10,029 youths (ages 12-17 years) who had completed the Population Assessment of Tobacco Health study's Wave 1 (2013-2014) and Wave 4 (2016-2018) assessments and data on past 30-day nicotine product use. Multinomial logistic regression was fit for the 3-level outcome (no use, single NPU, multiple NPU) to estimate adjusted associations between the predictors and the outcome. RESULTS: The current study found that intrapersonal (sex, age, race/ethnicity, internalizing symptoms, sensation seeking, harm perceptions, lifetime history of using two or more tobacco products), familial (parental discussion about not using tobacco and living with someone who uses tobacco products) and environmental factors (exposure to tobacco advertising) commonly associated with tobacco use differentiated between individuals who later reported past 30-day NPU (either multiple or single NPU) from those who did not report past 30-day NPU. One familial factor only differentiated between lifetime users who were single NPUs from those who reported no NPU: non-combustible tobacco product use allowed anywhere in the home. Intrapersonal factors differentiated multiple NPU from single NPU: older age, being male, lifetime history of using nicotine product and less harm perceptions. CONCLUSIONS: This study identified factors that may be studied to prevent any NPU, along with factors that may be studied to promote harm reduction by preventing escalation of single NPU to problematic patterns of multiple NPU.


Asunto(s)
Productos de Tabaco , Humanos , Adolescente , Masculino , Femenino , Estados Unidos/epidemiología , Niño , Productos de Tabaco/estadística & datos numéricos , Uso de Tabaco/epidemiología , Estudios Prospectivos , Factores de Riesgo
3.
Health Mark Q ; : 1-19, 2024 Jun 05.
Artículo en Inglés | MEDLINE | ID: mdl-38836584

RESUMEN

Both health and the environment are critical public health issues that have a considerable impact on young adults. However, they have different characteristics that influence how messaging is received. In our study, we examine the influence of three personal factors (issue involvement, behavioral change intention, and product use) on young adults' perception of messages for these two public health issues from both first- and third-person perspectives. We found various patterns when comparing the two public health issues, first-person and third-person measures, and the perceived threat and likelihood of contributing to the issues. We also discuss practical implications and suggestions based on our findings.

4.
Respir Res ; 24(1): 162, 2023 Jun 17.
Artículo en Inglés | MEDLINE | ID: mdl-37330506

RESUMEN

Exposure to e-cigarette vapors alters important biologic processes including phagocytosis, lipid metabolism, and cytokine activity in the airways and alveolar spaces. Little is known about the biologic mechanisms underpinning the conversion to e-cigarette, or vaping, product use-associated lung injury (EVALI) from normal e-cigarette use in otherwise healthy individuals. We compared cell populations and inflammatory immune populations from bronchoalveolar lavage fluid in individuals with EVALI to e-cigarette users without respiratory disease and healthy controls and found that e-cigarette users with EVALI demonstrate a neutrophilic inflammation with alveolar macrophages skewed towards inflammatory (M1) phenotype and cytokine profile. Comparatively, e-cigarette users without EVALI demonstrate lower inflammatory cytokine production and express features associated with a reparative (M2) phenotype. These data indicate macrophage-specific changes are occurring in e-cigarette users who develop EVALI.


Asunto(s)
Productos Biológicos , Sistemas Electrónicos de Liberación de Nicotina , Lesión Pulmonar , Humanos , Macrófagos Alveolares , Fenotipo , Citocinas
5.
Prev Med ; 169: 107437, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36731754

RESUMEN

This study examines the demographic factors associated with youths' first product tried (i.e., cigarettes, e-cigarettes, cigars, hookah, or smokeless tobacco). This study also evaluates whether the first product tried is associated with future nicotine product use (i.e., no use, single product use, and multiple product use) and nicotine dependence. Participants were 1999 youths (ages 12-17 years) who had ever tried a nicotine product and completed the Population Assessment of Tobacco Health study's Wave 1 (2013-2014) and Wave 4 (2016-2018) assessments. Two separate multinomial logistic regression models examined the association between 1) demographic factors and the first product tried at Wave 1 and 2) the first product tried at Wave 1 and past-30-day product use status at Wave 4. A two-part multivariable model examined the association between the first product tried and nicotine dependence, with part 1 modeling the presence (or absence) of any symptom of dependence and part 2 modeling the degree of dependence among those with any symptom of dependence. The first product tried was associated with sex, race, urbanicity, and parent education. First trying smokeless tobacco (vs. e-cigarettes) was associated with a greater likelihood of multiple product use (vs. no use and vs. single product use). Regarding the degree of nicotine dependence (n = 713), first trying smokeless tobacco (vs. e-cigarettes) was associated with higher nicotine dependence scores among those with any symptom of dependence. Youths who first try smokeless tobacco (vs. e-cigarettes) may be at higher risk for future multiple product use and more symptoms nicotine dependence. Research should explore tailored interventions for smokeless tobacco users.


Asunto(s)
Sistemas Electrónicos de Liberación de Nicotina , Productos de Tabaco , Tabaquismo , Humanos , Adolescente , Estados Unidos/epidemiología , Niño , Tabaquismo/epidemiología , Nicotina/efectos adversos , Uso de Tabaco/epidemiología
6.
BMC Pulm Med ; 23(1): 291, 2023 Aug 09.
Artículo en Inglés | MEDLINE | ID: mdl-37559051

RESUMEN

BACKGROUND: Acute eosinophilic pneumonia (AEP) is well-known as one of the primary eosinophilic pulmonary diseases of unknown etiology. It's defined as a febrile illness along with acute onset respiratory failure that is commonly misdiagnosed at the initial presentation as infectious pneumonia. Despite the fact that AEP sometimes classified as idiopathic as no exact cause can be identified in most cases, it has been suggested recently to be linked with electronic cigarette or vaping products and associated with electronic cigarette or vaping associated lung injury (EVALI). Therefore, history of recent tobacco smoking or vaping exposure along with peripheral eosinophilia are crucial clinical findings suggestive of AEP. CASE PRESENTATION: A previously healthy 17-year-old female presented to the Emergency Room with one day history of progressively worsening shortness of breath accompanied by left sided pleuritic chest pain and fever. She wasn't taking any medications, denied traditional cigarette smoking, exposure to pulmonary irritants, recent travel and had no history of close contact with sick patient. She recently started vaping 20 days prior to the presentation. Initially, she was admitted with a presumptive diagnosis of atypical pneumonia but was found to have AEP due to a recent vaping exposure. CONCLUSION: Vaping is a well-known health hazard that has become a growing trend among adolescents and have been promoted as a safe and effective alternative to traditional cigarettes. The etiology of AEP remains unclear, but many studies suggest a possible link with recent tobacco smoking or vaping. A key challenge for this clinical entity is to reach the diagnosis after excluding all other pulmonary eosinophilia causes, and it has an excellent prognosis if diagnosed early and treated appropriately.


Asunto(s)
Sistemas Electrónicos de Liberación de Nicotina , Lesión Pulmonar , Eosinofilia Pulmonar , Síndrome de Dificultad Respiratoria , Vapeo , Femenino , Adolescente , Humanos , Eosinofilia Pulmonar/diagnóstico , Eosinofilia Pulmonar/etiología , Eosinofilia Pulmonar/tratamiento farmacológico , Lesión Pulmonar/etiología , Vapeo/efectos adversos , Pronóstico , Síndrome de Dificultad Respiratoria/complicaciones
7.
Hu Li Za Zhi ; 70(2): 46-57, 2023 Apr.
Artículo en Zh | MEDLINE | ID: mdl-38532674

RESUMEN

BACKGROUND: There is growing concern related to the recent rise in consumption of cigarettes, electronic cigarettes, and heated tobacco products. The government should pay more attention to the use of various tobacco products by university students. PURPOSE: Problem behavior theory was used in this study to explore the factors influencing the use of various tobacco products by university students in the Greater Taipei area. METHODS: In this cross-sectional study, convenience sampling was used to select eight institutions of higher education in the Greater Taipei area. Eight departments recognized by the Ministry of Education were then listed on a table for use in randomizing the selection of third- and fourth-year undergraduate students. A total of 115 participants filled out the questionnaires included in the self-administered online survey. Data analysis was conducted using logistic regression. RESULTS: The prevalence of tobacco-product use in the sample was 5.22%. Logistic regression analysis revealed having parents who smoked (adjusted odds ratio, AOR = 2.05), holding a positive attitude toward their parents' smoking (AOR = 4.23), having peers who smoked (AOR = 4.33), engaging in deviant behavior (AOR = 90.44), and having peers involved in deviant behavior (AOR = 103.99) to be associated with a higher likelihood of engaging in tobacco-product use. CONCLUSIONS / IMPLICATIONS FOR PRACTICE: Family, peers and delinquency significantly influence the usage behavior of university students with regard to tobacco products. The government should allocate greater resources for tobacco harm prevention education aimed at the parents of university students. In addition, integrating tobacco harm education into campus curricula, utilizing social media for online digital education, and providing students with counseling and support measures are strategies that may help reduce the tobacco-product use among this vulnerable population.


Asunto(s)
Sistemas Electrónicos de Liberación de Nicotina , Problema de Conducta , Productos de Tabaco , Humanos , Universidades , Estudios Transversales , Estudiantes/psicología
8.
Am J Physiol Lung Cell Mol Physiol ; 322(5): L722-L736, 2022 05 01.
Artículo en Inglés | MEDLINE | ID: mdl-35318855

RESUMEN

Inhalation exposure to cigarette smoke and e-cigarette aerosol is known to alter the respiratory immune system, particularly cytokine signaling. In assessments of health impacts of tobacco product use, cytokines are often measured using a variety of sample types, from serum to airway mucosa. However, it is currently unclear whether and how well cytokine levels from different sample types and the airway locations they represent are correlated, making comparing studies that utilize differing sample types challenging. To address this challenge, we compared baseline cytokine signatures in upper and lower airways and systemic samples and evaluated how groups of coexpressed cytokines change with tobacco product use. Matched nasal lavage fluid (NLF), nasal epithelial lining fluid (NELF), sputum, and circulating serum samples were collected from 14 nonsmokers, 13 cigarette smokers, and 17 e-cigarette users and analyzed for levels of 22 cytokines. Individual cytokine signatures were first compared across each sample type, followed by identification of cytokine clusters within each sample type. Identified clusters were then evaluated for potential alterations following tobacco product use using eigenvector analyses. Individual cytokine signatures in the respiratory tract were significantly correlated (NLF, NELF, and sputum) compared with randomly permutated signatures, whereas serum was not significantly different from random permutations. Cytokine clusters that were similar across airway sample types were modified by tobacco product use, particularly e-cigarettes, indicating a degree of uniformity in terms of how cytokine host defense and immune cell recruitment responses cooperate in the upper and lower airways. Overall, cluster-based analyses were found to be especially useful in small cohort assessments, providing higher sensitivity than individual signatures to detect biologically meaningful differences between tobacco use groups. This novel cluster analysis approach revealed that eigencytokine patterns in noninvasive upper airway samples simulate cytokine patterns in lower airways.


Asunto(s)
Sistemas Electrónicos de Liberación de Nicotina , Productos de Tabaco , Tabaquismo , Citocinas , Humanos , Sistema Respiratorio , Productos de Tabaco/efectos adversos , Uso de Tabaco
9.
Am J Physiol Lung Cell Mol Physiol ; 322(6): L771-L783, 2022 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-35318859

RESUMEN

Although vitamin E acetate (VEA) is suspected to play a causal role in the development of electronic-cigarette, or vaping, product use-associated lung injury (EVALI), the underlying biological mechanisms of pulmonary injury are yet to be determined. In addition, no study has replicated the systemic inflammation observed in humans in a murine EVALI model, nor investigated potential additive toxicity of viral infection in the setting of exposure to vaping products. To identify the mechanisms driving VEA-related lung injury and test the hypothesis that viral infection causes additive lung injury in the presence of aerosolized VEA, we exposed mice to aerosolized VEA for extended times, followed by influenza infection in some experiments. We used mass spectrometry to evaluate the composition of aerosolized VEA condensate and the VEA deposition in murine or human alveolar macrophages. Extended vaping for 28 days versus 15 days did not worsen lung injury but caused systemic inflammation in the murine EVALI model. Vaping plus influenza increased lung water compared with virus alone. Murine alveolar macrophages exposed to vaped VEA hydrolyzed the VEA to vitamin E with evidence of oxidative stress in the alveolar space and systemic circulation. Aerosolized VEA also induced cell death and chemokine release and reduced efferocytotic function in human alveolar macrophages in vitro. These findings provide new insights into the biological mechanisms of VEA toxicity.


Asunto(s)
Sistemas Electrónicos de Liberación de Nicotina , Gripe Humana , Lesión Pulmonar , Vapeo , Acetatos/química , Animales , Humanos , Inflamación/inducido químicamente , Lesión Pulmonar/inducido químicamente , Macrófagos Alveolares/metabolismo , Ratones , Estrés Oxidativo , Vapeo/efectos adversos , Vitamina E/farmacología
10.
Am J Epidemiol ; 191(3): 397-401, 2022 Feb 19.
Artículo en Inglés | MEDLINE | ID: mdl-31225859

RESUMEN

Increasing numbers of adults in the United States use more than 1 tobacco product. Most use cigarettes in combination with other tobacco products. However, little is known about the all-cause and cancer-specific mortality risks of dual- and poly-tobacco-product use. We examined these associations by pooling nationally representative data from the 1991, 1992, 1998, 2000, 2005, and 2010 National Health Interview Surveys (n = 118,144). Mortality information was obtained through linkage to the National Death Index. Cigarette smokers who additionally used other tobacco products smoked as many if not more cigarettes per day than exclusive cigarette smokers. Furthermore, cigarette smokers who additionally used other tobacco products had mortality risks that were as high as and sometimes higher than those of exclusive cigarette smokers. As tobacco use patterns continue to change and diversify, investigators in future studies need to carefully assess the impact of noncigarette tobacco products on cigarette use and determine associated disease risks.

11.
Toxicol Appl Pharmacol ; 434: 115813, 2022 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-34838608

RESUMEN

Serious adverse health effects have been reported with the use of vaping products, including neurologic disorders and e-cigarette or vaping product use-associated lung injury (EVALI). Vitamin E acetate, likely added as a diluent to cannabis-containing products, was linked to EVALI. Literature searches were performed on vitamin E and vitamin E acetate-associated neurotoxicity. Blood brain barrier (BBB) penetration potential of vitamin E and vitamin E acetate were evaluated using cheminformatic techniques. Review of the literature showed that the neurotoxic potential of inhalation exposures to these compounds in humans is unknown. Physico-chemical properties demonstrate these compounds are lipophilic, and molecular weights indicate vitamin E and vitamin E acetate have the potential for BBB permeability. Computational models also predict both compounds may cross the BBB via passive diffusion. Based on literature search, no experimental nonclinical studies and clinical information on the neurotoxic potential of vitamin E via inhalation. Neurotoxic effects from pyrolysis by-product, phenyl acetate, structurally analogous to vitamin E acetate, suggests vitamin E acetate has potential for central nervous system (CNS) impairment. Cheminformatic model predictions provide a theoretical basis for potential CNS permeability of these inhaled dietary ingredients suggesting prioritization to evaluate for potential hazard to the CNS.


Asunto(s)
Síndromes de Neurotoxicidad/patología , Vapeo , Vitamina E/administración & dosificación , Barrera Hematoencefálica/metabolismo , Humanos , Estructura Molecular , Vitamina E/química , Vitamina E/metabolismo
12.
Pediatr Radiol ; 52(10): 2009-2016, 2022 09.
Artículo en Inglés | MEDLINE | ID: mdl-35982339

RESUMEN

Electronic cigarette or vaping product use-associated lung injury (EVALI) is a toxic inhalational injury that surged in late 2019 and early 2020, immediately prior to the coronavirus disease 2019 (COVID-19) pandemic. Although EVALI cases have significantly decreased, they are still encountered, especially among adolescents. While several characteristic imaging findings and patterns of EVALI have been described, some of them can overlap with the imaging features of COVID-19 pneumonia. We provide a comprehensive review of EVALI that includes the latest updates and highlight the important role of radiologists as contributors to the appropriate and timely care of pediatric patients with this diagnosis.


Asunto(s)
COVID-19 , Sistemas Electrónicos de Liberación de Nicotina , Lesión Pulmonar , Vapeo , Adolescente , Niño , Humanos , Lesión Pulmonar/diagnóstico por imagen , Pandemias , Vapeo/efectos adversos
13.
J Environ Manage ; 302(Pt B): 114114, 2022 Jan 15.
Artículo en Inglés | MEDLINE | ID: mdl-34800765

RESUMEN

Extending product lifespan has recently been recognized as an important strategy to achieve sustainable development. A substantial corpus of literature explores product lifespan from the perspective of product design or manufacturing practices, but the perspective of consumer has been largely overlooked. Addressing this void, this study systematically reviewed the literature on how consumer product use behavior influences the product lifespan. Insights gained from the review process guided our analysis on how product lifespan relates to consumer perceived value (comprising functional value, social value, and emotional value). We developed a five-stage framework to delineate the relationship between consumer perceived value and product use behavior across five-stages; namely, pre-acquisition, early use, middle use, late use, and pre-disposal. Furthermore, we identify promising directions for future scholarly work.


Asunto(s)
Comportamiento del Consumidor , Longevidad , Comercio , Emociones
14.
Subst Use Misuse ; 56(12): 1807-1814, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34320919

RESUMEN

BACKGROUND: Tobacco users with mental health conditions are a vulnerable population in tobacco research, yet few studies have evaluated the association of depressive and anxiety symptoms with multiple tobacco product (MTP) use among young adult electronic cigarette (ENDS) users. METHODS: Cross-sectional survey data on U.S. young adult past 30-day ENDS users (N = 2348) were collected via Amazon MTurk from May-July 2019. Binary logistic regressions evaluated the association of tobacco use pattern (exclusive ENDS use, ENDS + one other tobacco product [OTP; dual use], ENDS + two or more OTPs [poly-use]) with depressive (PHQ-9) and anxiety (GAD-7) symptoms. Among MTP users (n = 1736), we evaluated the association of ENDS use relative to OTP use and same-day MTP use with depressive and anxiety symptoms. RESULTS: The sample included 26% exclusive ENDS, 27% dual, and 47% poly-users. We observed a gradient-relationship for depressive and anxiety symptoms: poly-users had greater odds of depressive and anxiety symptoms compared to dual users (aOR = 1.86 [95%CI:1.50-2.30] and aOR = 1.61 [95%CI:1.30-2.01], respectively), and dual users had greater odds of depressive and anxiety symptoms compared to exclusive ENDS users (aOR = 1.42 [95%CI:1.11-1.81] and aOR = 1.56 [95%CI:1.20-2.02], respectively). MTP users who used ENDS more often than OTPs (vs. less often than OTPs) had greater odds of depressive (aOR = 1.38 [95%CI:1.06-1.80]) and anxiety (aOR = 1.37 [95%CI:1.04-1.79]) symptoms. CONCLUSIONS: The majority of young adult past 30-day ENDS users in this sample reported OTP use. Future research on MTP use should distinguish between dual and poly-use. Tobacco prevention efforts for young adults with mental health symptoms are needed.


Asunto(s)
Sistemas Electrónicos de Liberación de Nicotina , Productos de Tabaco , Ansiedad/epidemiología , Estudios Transversales , Humanos , Uso de Tabaco/epidemiología , Adulto Joven
15.
J Emerg Med ; 60(4): 524-530, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33483200

RESUMEN

BACKGROUND: E-cigarette or vaping product use-associated lung injury (EVALI) is a complex inflammatory syndrome predominantly seen in adolescents and young adults. The clinical and laboratory profile can easily mimic infectious and noninfectious conditions. The exclusion of these conditions is essential to establish the diagnosis. Recently, the novel coronavirus disease 2019 (COVID-19) pandemic introduced the multisystem inflammatory syndrome in children (MIS-C). MIS-C knowledge is evolving. The current criteria to establish the diagnosis are not specific and have overlapping features with EVALI, making the accurate diagnosis a clinical challenge during continued COVID-19 transmission within the community. CASE REPORT: Three young adults evaluated at our emergency department for prolonged fever and gastrointestinal and respiratory symptoms were initially assessed for possible MIS-C due to epidemiologic links to COVID-19 and were eventually diagnosed with EVALI. The clinical, laboratory, and radiologic characteristics of both entities are explored, as well as the appropriate medical management. WHY SHOULD AN EMERGENCY PHYSICIAN BE AWARE OF THIS?: Physician awareness of overlapping and differentiating EVALI and MIS-C features is essential to direct appropriate diagnostic evaluation and medical management of adolescents and young adults presenting with systemic inflammatory response during the unfolding pandemic of COVID-19.


Asunto(s)
COVID-19/epidemiología , Brotes de Enfermedades , Sistemas Electrónicos de Liberación de Nicotina , Lesión Pulmonar/inducido químicamente , Síndrome de Respuesta Inflamatoria Sistémica/epidemiología , Vapeo/efectos adversos , Femenino , Humanos , Lesión Pulmonar/epidemiología , Masculino , SARS-CoV-2 , Adulto Joven
16.
Sensors (Basel) ; 21(15)2021 Jul 22.
Artículo en Inglés | MEDLINE | ID: mdl-34372228

RESUMEN

To create products that are better fit for purpose, manufacturers require new methods for gaining insights into product experience in the wild at scale. "Chatty Factories" is a concept that explores the transformative potential of placing IoT-enabled data-driven systems at the core of design and manufacturing processes, aligned to the Industry 4.0 paradigm. In this paper, we propose a model that enables new forms of agile engineering product development via "chatty" products. Products relay their "experiences" from the consumer world back to designers and product engineers through the mediation provided by embedded sensors, IoT, and data-driven design tools. Our model aims to identify product "experiences" to support the insights into product use. To this end, we create an experiment to: (i) collect sensor data at 100 Hz sampling rate from a "Chatty device" (device with sensors) for six common everyday activities that drive produce experience: standing, walking, sitting, dropping and picking up of the device, placing the device stationary on a side table, and a vibrating surface; (ii) pre-process and manually label the product use activity data; (iii) compare a total of four Unsupervised Machine Learning models (three classic and the fuzzy C-means algorithm) for product use activity recognition for each unique sensor; and (iv) present and discuss our findings. The empirical results demonstrate the feasibility of applying unsupervised machine learning algorithms for clustering product use activity. The highest obtained F-measure is 0.87, and MCC of 0.84, when the Fuzzy C-means algorithm is applied for clustering, outperforming the other three algorithms applied.


Asunto(s)
Algoritmos , Aprendizaje Automático no Supervisado , Análisis por Conglomerados , Caminata
17.
Am J Respir Cell Mol Biol ; 63(6): 748-757, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-32822237

RESUMEN

Electronic-cigarette, or vaping, product use-associated lung injury (EVALI) is a syndrome of acute respiratory failure characterized by monocytic and neutrophilic alveolar inflammation. Epidemiological and clinical evidence suggests a role of vitamin E acetate (VEA) in the development of EVALI, yet it remains unclear whether VEA has direct pulmonary toxicity. To test the hypotheses that aerosolized VEA causes lung injury in mice and directly injures human alveolar epithelial cells, we exposed adult mice and primary human alveolar epithelial type II (AT II) cells to an aerosol of VEA generated by a device designed for vaping oils. Outcome measures in mice included lung edema, BAL analysis, histology, and inflammatory cytokines; in vitro outcomes included cell death, cytokine release, cellular uptake of VEA, and gene-expression analysis. Comparison exposures in both models included the popular nicotine-containing JUUL aerosol. We discovered that VEA caused dose-dependent increases in lung water and BAL protein compared with control and JUUL-exposed mice in association with increased BAL neutrophils, oil-laden macrophages, multinucleated giant cells, and inflammatory cytokines. VEA aerosol was also toxic to AT II cells, causing increased cell death and the release of monocyte and neutrophil chemokines. VEA was directly absorbed by AT II cells, resulting in the differential gene expression of several inflammatory biological pathways. Given the epidemiological and clinical characteristics of the EVALI outbreak, these results suggest that VEA plays an important causal role.


Asunto(s)
Acetatos/farmacología , Lesión Pulmonar/tratamiento farmacológico , Pulmón/efectos de los fármacos , Vitamina E/farmacología , Animales , Sistemas Electrónicos de Liberación de Nicotina , Humanos , Pulmón/patología , Lesión Pulmonar/inducido químicamente , Lesión Pulmonar/patología , Ratones Endogámicos C57BL , Nicotina/farmacología , Vapeo , Vitamina E/análisis
18.
Prev Med ; 141: 106284, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33068604

RESUMEN

This study examined patterns of tobacco product use and their association with nicotine dependence among U.S. youth. Combined data from the 2017-2018 National Youth Tobacco Surveys were analyzed for students that reported current (past-30-day) use of e-cigarettes, cigarettes, cigars, smokeless tobacco, or hookah (n = 6106). Analyses assessed multiple product use (≥2 tobacco products) overall and by sex, school level, race/ethnicity, current use, and frequent use (use of a product for ≥20 of the preceding 30 days). Multivariable logistic regression was used to identify correlates of nicotine dependence. During 2017-2018, 40.8% of tobacco product users reported use of multiple products. Multiple product use ranged from 47.0% among e-cigarette users to 80.7% among cigarette smokers. Among frequent users of each respective product, 80.0% of cigarette smokers, 74.9% of cigar smokers, 73.6% of smokeless tobacco users, 70.7% of hookah smokers, and 40.3% of e-cigarette users reported use of multiple products. Most youth who reported nicotine dependence (64.0%) were multiple product users. E-cigarettes were the most common single product used (36.3%) and the product most commonly used in combination with other products; e-cigarettes plus cigarettes (6.7%) was the most common product combination. Combustible product use, smokeless tobacco use, multiple product use and frequent use were associated with greater odds of nicotine dependence. Nicotine dependence among youth is especially influenced by cigarette use, smokeless tobacco use, frequent use of any tobacco product, and multiple product use. Proven tobacco control interventions in coordination with regulatory efforts can reduce youth tobacco product use.


Asunto(s)
Sistemas Electrónicos de Liberación de Nicotina , Productos de Tabaco , Tabaquismo , Tabaco sin Humo , Adolescente , Humanos , Nicotiana , Uso de Tabaco/epidemiología , Tabaquismo/epidemiología , Estados Unidos/epidemiología
19.
AJR Am J Roentgenol ; 215(3): 736-744, 2020 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-32352308

RESUMEN

OBJECTIVE. The purpose of this article is to review new pediatric lung disorders-including disorders that have occurred in recent years years such as severe acute respiratory syndrome (SARS), swine-origin influenza A (H1N1), Middle East respiratory syndrome (MERS), e-cigarette or vaping product use-associated lung injury (EVALI), and coronavirus disease (COVID-19) pneumonia-to enhance understanding of the characteristic imaging findings. CONCLUSION. Although the clinical symptoms of SARS, H1N1, MERS, EVALI, and COVID-19 pneumonia in pediatric patients may be nonspecific, some characteristic imaging findings have emerged or are currently emerging. It is essential for radiologists to have a clear understanding of the characteristic imaging appearances of these lung disorders in pediatric patients to ensure optimal patient care.


Asunto(s)
Infecciones por Coronavirus/diagnóstico por imagen , Gripe Humana/diagnóstico por imagen , Lesión Pulmonar/diagnóstico por imagen , Neumonía Viral/diagnóstico por imagen , Síndrome Respiratorio Agudo Grave/diagnóstico por imagen , Adolescente , Betacoronavirus , COVID-19 , Niño , Preescolar , Diagnóstico Diferencial , Sistemas Electrónicos de Liberación de Nicotina , Femenino , Humanos , Lactante , Subtipo H1N1 del Virus de la Influenza A , Lesión Pulmonar/etiología , Masculino , Coronavirus del Síndrome Respiratorio de Oriente Medio , Pandemias , Radiografía , Coronavirus Relacionado al Síndrome Respiratorio Agudo Severo , SARS-CoV-2 , Vapeo/efectos adversos , Adulto Joven
20.
Pediatr Radiol ; 50(3): 338-344, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31897566

RESUMEN

BACKGROUND: There has been a recent increase in recognition of lung disease related to the use of electronic cigarettes (called "vaping"). These patients present with acute respiratory illness following exposure to vaporized cannabis or nicotine products and sometimes require hospitalization and intensive care. We describe the imaging findings of this disease entity in the pediatric population. OBJECTIVE: To describe the radiologic findings of lung injury associated with electronic cigarette use (vaping) in the adolescent pediatric population. MATERIALS AND METHODS: We identified all adolescents with acute respiratory illness and a history of electronic cigarette use who presented at our institution within a 3-month period (June 2019 through August 2019). We excluded adolescents with potential intercurrent pulmonary disease. We reviewed the charts for symptomatology and laboratory and pathology data. In addition, we reviewed the chest radiographs and chest CTs of these adolescents. RESULTS: The review group consisted of 12 teenage pediatric patients (10 boys and 2 girls; mean age 16.9 years, range 16.0-17.7 years) with acute respiratory illness found to have a temporal association with electronic cigarette use for cannabis products, nicotine, or both. Other etiologies for illness in these adolescents had been excluded by clinical and laboratory evaluation. All of the adolescents were admitted to the hospital for treatment. The clinical presentations included dyspnea, abdominal pain and constitutional symptoms. Pulmonary function testing that was performed in all patients during admission or follow-up demonstrated reduced diffusion capacity in 4/12 (33%), an obstructive ventilatory pattern in 4/12 (33%), a restrictive pattern in 1/12 (8%), and a mixed obstructive and restrictive pattern in 2/12 (17%) adolescents. Bronchoalveolar lavage studies, performed in 9 of the 12 adolescents, revealed inflammatory cells and lipid-laden macrophages. All of the patients underwent CT of the chest; the findings were notable for centrilobular ground-glass nodules (11/12; 92%) and confluent ground-glass opacities (12/12; 100%), with frequent subpleural sparing (9/12; 75%). Additionally, 6/12 (50%) adolescents demonstrated small pleural effusions; 6/12 (50%) had mild bronchial wall thickening; 9/12 (75%) had enlarged hilar or mediastinal lymph nodes; and 2/12 (17%) had a small pericardial effusion. CONCLUSION: As seen in our teenage population, e-cigarette, or vaping, product use-associated lung injury (EVALI) is characterized by centrilobular ground-glass nodules and ground-glass opacities with subpleural sparing. The imaging findings are most consistent with acute lung injury resulting from toxic inhalation. Because adolescent pediatric patients might not be forthcoming with their history of electronic cigarette use, it is important for the pediatric radiologist to be aware of the imaging patterns of this disease.


Asunto(s)
Lesión Pulmonar Aguda/diagnóstico por imagen , Sistemas Electrónicos de Liberación de Nicotina/estadística & datos numéricos , Radiografía/métodos , Vapeo/efectos adversos , Lesión Pulmonar Aguda/fisiopatología , Adolescente , Femenino , Humanos , Pulmón/diagnóstico por imagen , Pulmón/fisiopatología , Masculino , Pruebas de Función Respiratoria/estadística & datos numéricos , Estudios Retrospectivos , Tomografía Computarizada por Rayos X/métodos
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