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Le TTT, Méndez D, Warner KE. New Estimates of Smoking-Attributable Mortality in the U.S. From 2020 Through 2035. Am J Prev Med 2024; 66:877-882. [PMID: 38143046 DOI: 10.1016/j.amepre.2023.12.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 12/19/2023] [Accepted: 12/19/2023] [Indexed: 12/26/2023]
Abstract
INTRODUCTION The often-cited Centers for Disease Control and Prevention (CDC) estimate of 480,000 annual U.S. smoking-attributable deaths (SADs), including 439,000 first-hand smoke deaths, derives from 2005 to 2009 data. Since then, adult smoking prevalence has decreased by 40%, while the population has grown and the smoking population aged. An updated estimate is presented to determine whether the CDC figure remains accurate or has changed substantially. In addition, the likely annual smoking-related mortality toll is projected through 2035. METHODS A well-established model of smoking prevalence and health effects is employed to estimate annual SADs among individuals exposed to first-hand smoke in the U.S. for two distinct periods: 2005-2009 and 2020-2035. The estimate for 2005-2009 serves as a benchmark to evaluate the reliability of the model's estimate in comparison to CDC's. The projections for 2020-2035 provide up-to-date figures for SADs, predicting how annual SADs are likely to change in the coming years. Data were collected between 2005 and 2020. The analysis was conducted in 2023. RESULTS This study's estimate of 420,000 first-hand smoke deaths over 2005-2009 is 95.7% of CDC's estimate during the same period. The model projections indicate that SADs among individuals who currently smoke or formerly smoked have increased modestly since 2005-2009. Beginning in 2020, annual SADs will remain relatively stable at approximately 450,000 before starting to decline around 2030. CONCLUSIONS These findings suggest that the CDC estimate of the annual mortality burden of smoking remains valid. Despite U.S. population growth and the aging of the smoking population, substantial reductions in smoking will finally produce a steady, if gradual, decline in SADs beginning around 2030.
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Affiliation(s)
- Thuy T T Le
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, Michigan.
| | - David Méndez
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, Michigan
| | - Kenneth E Warner
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, Michigan
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Le TTT, Warner KE, Mendez D. The evolution of age-specific smoking cessation rates in the United States from 2009 to 2017: a Kalman filter based approach. BMC Public Health 2023; 23:2076. [PMID: 37875887 PMCID: PMC10594685 DOI: 10.1186/s12889-023-16986-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 10/13/2023] [Indexed: 10/26/2023] Open
Abstract
BACKGROUND Tracking the US smoking cessation rate over time is of great interest to tobacco control researchers and policymakers since smoking cessation behaviors have a major effect on the public's health. Recent studies have employed dynamic models to estimate the US cessation rate through observed smoking prevalence. However, none of those studies has provided annual estimates of the cessation rate by age group. Hence, the primary objective of this study is to estimate annual smoking cessation rates specific to different age groups in the US from 2009 to 2017. METHODS We employed a Kalman filter approach to investigate the annual evolution of age-group-specific cessation rates, unknown parameters of a mathematical model of smoking prevalence, during the 2009-2017 period using data from the 2009-2018 National Health Interview Surveys. We focused on cessation rates in the 25-44, 45-64 and 65 + age groups. RESULTS The findings show that cessation rates followed a consistent u-shaped curve over time with respect to age (i.e., higher among the 25-44 and 65 + age groups, and lower among 45-64-year-olds). Over the course of the study, the cessation rates in the 25-44 and 65 + age groups remained nearly unchanged around 4.5% and 5.6%, respectively. However, the rate in the 45-64 age group exhibited a substantial increase of 70%, from 2.5% to 2009 to 4.2% in 2017. The estimated cessation rates in all three age groups tended to converge to the weighted average cessation rate over time. CONCLUSIONS The Kalman filter approach offers a real-time estimation of cessation rates that can be helpful for monitoring smoking cessation behavior.
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Affiliation(s)
- Thuy T T Le
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, MI, 48109, USA.
| | - Kenneth E Warner
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, MI, 48109, USA
| | - David Mendez
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, MI, 48109, USA
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Abstract
Importance The prevalence of electronic nicotine delivery systems (ENDS) use among US youths has increased significantly during the past decade. Identifying key factors highly associated with ENDS use is essential in monitoring and preventing this harmful behavior among youths. Objective To identify the most important risk factors in wave 4.5 (ie, December 2017 to December 2018) of the Population Assessment of Tobacco and Health Study (PATH) data that are associated with ENDS use in wave 5 (ie, December 2018 to November 2019) among adolescents who were tobacco-naive at baseline. Design, Setting, and Participants This prognostic study examined data from waves 4.5 and 5 of the PATH youth data set using machine learning techniques. The PATH study is a nationally representative longitudinal cohort study of tobacco use and health in the United States among individuals aged 12 years and older. The data analysis was carried out between January and April 2023. Main Outcomes and Measures Wave 5 current ENDS use status of wave 4.5 adolescents who were tobacco-naive. Results The analyzed data set comprised 7943 individuals who were tobacco-naive in wave 4.5. Among this group, 332 participants (4.2%) indicated their present use of ENDS in wave 5, 5047 (63.5%) were aged 12 to 14 years, 4066 (51.2%) were male, and 2455 (30.9%) were Hispanic. The most important risk factors of ENDS use in wave 5 among adolescents who were tobacco-naive in wave 4.5 were the likelihood of using ENDS if offered by a best friend (mean SHAP value, 0.184), the number of best friends using e-cigarettes (mean SHAP value, 0.167), household tobacco usage (mean SHAP value, 0.161), curiosity about ENDS use (mean SHAP value, 0.088), future intention to use ENDS (mean SHAP value, 0.068), youth's total average weekly earnings (mean SHAP value, 0.060), and perceptions of tobacco product safety (mean SHAP value, 0.026). Conclusions and Relevance The findings of this study suggest that family and friends play an important role in ENDS use among adolescents. The top-ranking factors associated with ENDS use in this study are areas for further exploration, given the increasing prevalence of ENDS use among youths in recent years. Additionally, these findings highlight the important role of families and schools in shaping adolescents' tobacco-related knowledge, which can protect them from using ENDS.
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Affiliation(s)
- Thuy T. T. Le
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor
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Le TTT, Issabakhsh M, Li Y, María Sánchez-Romero L, Tan J, Meza R, Levy D, Mendez D. Are the Relevant Risk Factors Being Adequately Captured in Empirical Studies of Smoking Initiation? A Machine Learning Analysis Based on the Population Assessment of Tobacco and Health Study. Nicotine Tob Res 2023; 25:1481-1488. [PMID: 37099744 PMCID: PMC10347975 DOI: 10.1093/ntr/ntad066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 02/23/2023] [Accepted: 04/21/2023] [Indexed: 04/28/2023]
Abstract
INTRODUCTION Cigarette smoking continues to pose a threat to public health. Identifying individual risk factors for smoking initiation is essential to further mitigate this epidemic. To the best of our knowledge, no study today has used machine learning (ML) techniques to automatically uncover informative predictors of smoking onset among adults using the Population Assessment of Tobacco and Health (PATH) study. AIMS AND METHODS In this work, we employed random forest paired with Recursive Feature Elimination to identify relevant PATH variables that predict smoking initiation among adults who have never smoked at baseline between two consecutive PATH waves. We included all potentially informative baseline variables in wave 1 (wave 4) to predict past 30-day smoking status in wave 2 (wave 5). Using the first and most recent pairs of PATH waves was found sufficient to identify the key risk factors of smoking initiation and test their robustness over time. The eXtreme Gradient Boosting method was employed to test the quality of these selected variables. RESULTS As a result, classification models suggested about 60 informative PATH variables among many candidate variables in each baseline wave. With these selected predictors, the resulting models have a high discriminatory power with the area under the specificity-sensitivity curves of around 80%. We examined the chosen variables and discovered important features. Across the considered waves, two factors, (1) BMI, and (2) dental and oral health status, robustly appeared as important predictors of smoking initiation, besides other well-established predictors. CONCLUSIONS Our work demonstrates that ML methods are useful to predict smoking initiation with high accuracy, identifying novel smoking initiation predictors, and to enhance our understanding of tobacco use behaviors. IMPLICATIONS Understanding individual risk factors for smoking initiation is essential to prevent smoking initiation. With this methodology, a set of the most informative predictors of smoking onset in the PATH data were identified. Besides reconfirming well-known risk factors, the findings suggested additional predictors of smoking initiation that have been overlooked in previous work. More studies that focus on the newly discovered factors (BMI and dental and oral health status,) are needed to confirm their predictive power against the onset of smoking as well as determine the underlying mechanisms.
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Affiliation(s)
- Thuy T T Le
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Mona Issabakhsh
- Department of Oncology, School of Medicine, Georgetown University, Washington, DC, USA
| | - Yameng Li
- Department of Oncology, School of Medicine, Georgetown University, Washington, DC, USA
| | | | - Jiale Tan
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Rafael Meza
- Integrative Oncology, BC Cancer Research Institute, Vancouver BC, USA
| | - David Levy
- Department of Oncology, School of Medicine, Georgetown University, Washington, DC, USA
| | - David Mendez
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, USA
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Le TTT, Warner KE, Mendez D. The Evolution of Age-Specific Smoking Cessation Rates in the United States From 2009 to 2018. Res Sq 2023:rs.3.rs-3030197. [PMID: 37398051 PMCID: PMC10312979 DOI: 10.21203/rs.3.rs-3030197/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Objective Tracking the US smoking cessation rate over time is of great interest to tobacco control researchers and policymakers since smoking cessation behaviors have a major effect on the public's health. A couple of recent studies have employed dynamic models to estimate the US cessation rate through observed smoking prevalence. However, none of those studies has provided recent annual estimates of the cessation rate by age group. Methods We employed a Kalman filter approach to investigate the annual evolution of age-group-specific cessation rates, unknown parameters of a mathematical model of smoking prevalence, during the 2009-2018 period using data from the National Health Interview Survey. We focused on cessation rates in the 24-44, 45-64 and 65 + age groups. Results The findings show that cessation rates follow a consistent u-shaped curve over time with respect to age (i.e., higher among the 25-44 and 65 + age groups, and lower among 45-64-year-olds). Over the course of the study, the cessation rates in the 25-44 and 65 + age groups remained nearly unchanged around 4.5% and 5.6%, respectively. However, the rate in the 45-64 age group exhibited a substantial increase of 70%, from 2.5% in 2009 to 4.2% in 2017. The estimated cessation rates in all three age groups tended to converge to the weighted average cessation rate over time. Conclusions The Kalman filter approach offers a real-time estimation of cessation rates that would be helpful for monitoring smoking cessation behavior, of interest in general but also for tobacco control policymakers.
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Affiliation(s)
- Thuy T T Le
- University of Michigan School of Public Health
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Issabakhsh M, Sánchez-Romero LM, Le TTT, Liber AC, Tan J, Li Y, Meza R, Mendez D, Levy DT. Machine learning application for predicting smoking cessation among US adults: An analysis of waves 1-3 of the PATH study. PLoS One 2023; 18:e0286883. [PMID: 37289765 PMCID: PMC10249849 DOI: 10.1371/journal.pone.0286883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 05/25/2023] [Indexed: 06/10/2023] Open
Abstract
Identifying determinants of smoking cessation is critical for developing optimal cessation treatments and interventions. Machine learning (ML) is becoming more prevalent for smoking cessation success prediction in treatment programs. However, only individuals with an intention to quit smoking cigarettes participate in such programs, which limits the generalizability of the results. This study applies data from the Population Assessment of Tobacco and Health (PATH), a United States longitudinal nationally representative survey, to select primary determinants of smoking cessation and to train ML classification models for predicting smoking cessation among the general population. An analytical sample of 9,281 adult current established smokers from the PATH survey wave 1 was used to develop classification models to predict smoking cessation by wave 2. Random forest and gradient boosting machines were applied for variable selection, and the SHapley Additive explanation method was used to show the effect direction of the top-ranked variables. The final model predicted wave 2 smoking cessation for current established smokers in wave 1 with an accuracy of 72% in the test dataset. The validation results showed that a similar model could predict wave 3 smoking cessation of wave 2 smokers with an accuracy of 70%. Our analysis indicated that more past 30 days e-cigarette use at the time of quitting, fewer past 30 days cigarette use before quitting, ages older than 18 at smoking initiation, fewer years of smoking, poly tobacco past 30-days use before quitting, and higher BMI resulted in higher chances of cigarette cessation for adult smokers in the US.
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Affiliation(s)
- Mona Issabakhsh
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington DC, United States of America
| | - Luz Maria Sánchez-Romero
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington DC, United States of America
| | - Thuy T. T. Le
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, MI, United States of America
| | - Alex C. Liber
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington DC, United States of America
| | - Jiale Tan
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, United States of America
| | - Yameng Li
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington DC, United States of America
| | - Rafael Meza
- Integrative Oncology, BC Cancer Research Institute, Vancouver, BC, Canada
| | - David Mendez
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, MI, United States of America
| | - David T. Levy
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington DC, United States of America
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Abbo SR, Nguyen W, Abma-Henkens MHC, van de Kamer D, Savelkoul NHA, Geertsema C, Le TTT, Tang B, Yan K, Dumenil T, van Oers MM, Suhrbier A, Pijlman GP. Comparative Efficacy of Mayaro Virus-Like Particle Vaccines Produced in Insect or Mammalian Cells. J Virol 2023; 97:e0160122. [PMID: 36883812 PMCID: PMC10062127 DOI: 10.1128/jvi.01601-22] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Accepted: 02/13/2023] [Indexed: 03/09/2023] Open
Abstract
Mayaro virus (MAYV) is a mosquito-transmitted alphavirus that causes often debilitating rheumatic disease in tropical Central and South America. There are currently no licensed vaccines or antiviral drugs available for MAYV disease. Here, we generated Mayaro virus-like particles (VLPs) using the scalable baculovirus-insect cell expression system. High-level secretion of MAYV VLPs in the culture fluid of Sf9 insect cells was achieved, and particles with a diameter of 64 to 70 nm were obtained after purification. We characterize a C57BL/6J adult wild-type mouse model of MAYV infection and disease and used this model to compare the immunogenicity of VLPs from insect cells with that of VLPs produced in mammalian cells. Mice received two intramuscular immunizations with 1 μg of nonadjuvanted MAYV VLPs. Potent neutralizing antibody responses were generated against the vaccine strain, BeH407, with comparable activity seen against a contemporary 2018 isolate from Brazil (BR-18), whereas neutralizing activity against chikungunya virus was marginal. Sequencing of BR-18 illustrated that this virus segregates with genotype D isolates, whereas MAYV BeH407 belongs to genotype L. The mammalian cell-derived VLPs induced higher mean neutralizing antibody titers than those produced in insect cells. Both VLP vaccines completely protected adult wild-type mice against viremia, myositis, tendonitis, and joint inflammation after MAYV challenge. IMPORTANCE Mayaro virus (MAYV) is associated with acute rheumatic disease that can be debilitating and can evolve into months of chronic arthralgia. MAYV is believed to have the potential to emerge as a tropical public health threat, especially if it develops the ability to be efficiently transmitted by urban mosquito vectors, such as Aedes aegypti and/or Aedes albopictus. Here, we describe a scalable virus-like particle vaccine against MAYV that induced neutralizing antibodies against a historical and a contemporary isolate of MAYV and protected mice against infection and disease, providing a potential new intervention for MAYV epidemic preparedness.
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Affiliation(s)
- Sandra R. Abbo
- Laboratory of Virology, Wageningen University & Research, Wageningen, the Netherlands
| | - Wilson Nguyen
- Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | | | - Denise van de Kamer
- Laboratory of Virology, Wageningen University & Research, Wageningen, the Netherlands
| | - Niek H. A. Savelkoul
- Laboratory of Virology, Wageningen University & Research, Wageningen, the Netherlands
| | - Corinne Geertsema
- Laboratory of Virology, Wageningen University & Research, Wageningen, the Netherlands
| | - Thuy T. T. Le
- Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Bing Tang
- Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Kexin Yan
- Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Troy Dumenil
- Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Monique M. van Oers
- Laboratory of Virology, Wageningen University & Research, Wageningen, the Netherlands
| | - Andreas Suhrbier
- Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- GVN Center of Excellence, Australian Infectious Disease Research Center, Brisbane, Queensland, Australia
| | - Gorben P. Pijlman
- Laboratory of Virology, Wageningen University & Research, Wageningen, the Netherlands
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Méndez D, Le TTT, Warner KE. Monitoring the Increase in the U.S. Smoking Cessation Rate and its Implication for Future Smoking Prevalence. Nicotine Tob Res 2022; 24:1727-1731. [PMID: 35486922 DOI: 10.1093/ntr/ntac115] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 03/18/2022] [Accepted: 04/27/2022] [Indexed: 11/12/2022]
Abstract
INTRODUCTION We calculate the U.S. adult smoking cessation rate for 2014-2019, compare it to the historical trend, and estimate the implication for future smoking prevalence. METHODS We repeated an earlier analysis, which examined the cessation rate from 1990-2014, extending the period to 2019. Employing National Health Interview Survey (NHIS) and National Survey on Drug Use and Health (NSDUH) data, we estimated the adult cessation rate in six-year intervals, using weighted non-linear least squares. We then employed a meta-regression model to test whether the cessation rate has increased beyond expectation. We used cessation rate estimates and smoking initiation rate estimates to project smoking prevalence in 2030 and eventual steady-state prevalence. RESULTS The annual cessation rate increased 29% using NHIS data (from 4.2% in 2008-2013 to 5.4% in 2014-2019) and 33% with NSDUH data (4.2% to 5.6%). The cessation rate increase accounts for 60% of a smoking prevalence decline in the most recent period exceeding the 1990-2013 predicted trend. The remaining 40% owes to declining smoking initiation. With current initiation and cessation rates, smoking prevalence should fall to 8.3% in 2030 and eventually reach a steady state of 3.53%. CONCLUSIONS The smoking cessation rate continued to increase during 2014-2019. NHIS and NSDUH results are practically identical. The larger share (60%) of the smoking prevalence decrease, beyond expectation, attributable to the increased cessation rate is encouraging since the positive health effects of cessation occur much sooner than those derived from declining initiation. IMPLICATIONS The smoking cessation rate in the U.S. continues to increase, accelerating the decline in smoking prevalence. This increase suggests that the Healthy People 2030 goal of 5% adult smoking prevalence, while ambitious, is attainable. Our findings can be used in simulation and statistical models that aim to predict future prevalence and population health effects due to smoking under various scenarios.
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Affiliation(s)
- David Méndez
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Thuy T T Le
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Kenneth E Warner
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI
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Le TTT, Jaffri MA. The association between smoking behaviors and prices and taxes per cigarette pack in the United States from 2000 through 2019. BMC Public Health 2022; 22:856. [PMID: 35484617 PMCID: PMC9052522 DOI: 10.1186/s12889-022-13242-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 04/04/2022] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE The conclusions on how tax and price increases affect smoking behaviors are mixed. This work is devoted to re-evaluating the relationship between cigarette prices and taxes and smoking behaviors. METHODS Using 2000-2019 Behavioral Risk Factor Surveillance System data, we employed linear mixed-effect models to re-examine the impact of cigarette prices and taxes on smoking prevalence and the proportion of current smokers having tried to quit smoking in the past 12 months. All the analyses were conducted for the general population, then by age group, gender, race/ethnicity, and income level. RESULTS The results indicate that higher cigarette prices and taxes were associated with a decrease in smoking prevalence and an increased likelihood of quitting smoking. Cigarette tax and price increases produced the most powerful impact on the smoking prevalence of 18- to 24-year-olds. The estimates also show that males tended to be more price-sensitive than females. Raising cigarette prices and taxes was estimated to be more effective in reducing the smoking prevalence among non-Hispanic Blacks and Hispanics when compared to non-Hispanic whites. Cigarette price and tax changes were likely to have a smaller effect on individuals with annual income under $25,000 relative to individuals with higher income levels. CONCLUSIONS Increases in cigarette prices and taxes are significantly associated with a reduction in smoking prevalence and an increased likelihood of quitting smoking among adults across different demographic and socioeconomic groups. However, as cigarette price and tax changes disproportionately affect low-income individuals, raising cigarette prices and taxes may deepen income disparities.
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Affiliation(s)
- Thuy T T Le
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
| | - Mohammed A Jaffri
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
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Mendez D, Le TTT. Consequences of a match made in hell: the harm caused by menthol smoking to the African American population over 1980-2018. Tob Control 2021; 31:tobaccocontrol-2021-056748. [PMID: 34535507 PMCID: PMC8924008 DOI: 10.1136/tobaccocontrol-2021-056748] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 08/16/2021] [Indexed: 11/04/2022]
Abstract
BACKGROUND For many years, national surveys have shown a consistently disproportionately high prevalence of menthol smokers among African Americans compared with the general population. However, to our knowledge, no prior study has quantified the harm that menthol smoking has caused on that population. In this work, we estimate the public health harm that menthol cigarettes have caused to the African American community over the last four decades. METHODS Using National Health Interview Survey data, we employed a well-established simulation model to reproduce the observed smoking trajectory over 1980-2018 in the African American population. Then, we repeat the experiment, removing the effects of menthol on the smoking initiation and cessation rates over that period, obtaining a new hypothetical smoking trajectory. Finally, we compared both scenarios to calculate the public health harm attributable to menthol cigarettes over 1980-2018. RESULTS Our results show that menthol cigarettes were responsible for 1.5 million new smokers, 157 000 smoking-related premature deaths and 1.5 million life-years lost among African Americans over 1980-2018. While African Americans constitute 12% of the total US population, these figures represent, respectively, a staggering 15%, 41% and 50% of the total menthol-related harm. DISCUSSION Our results show that menthol cigarettes disproportionally harmed African Americans significantly over the last 38 years and are responsible for exacerbating health disparities among that population. Removing menthol cigarettes from the market would benefit the overall US population but, particularly, the African American community.
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Affiliation(s)
- David Mendez
- Health Management and Policy, University of Michigan, Ann Arbor, Michigan, USA
| | - Thuy T T Le
- Health Management and Policy, University of Michigan, Ann Arbor, Michigan, USA
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Le TTT, Jost F, Raupach T, Zierk J, Rauh M, Suttorp M, Stanulla M, Metzler M, Sager S. A mathematical model of white blood cell dynamics during maintenance therapy of childhood acute lymphoblastic leukemia. Math Med Biol 2020; 36:471-488. [PMID: 30357334 DOI: 10.1093/imammb/dqy017] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 08/30/2018] [Accepted: 10/02/2018] [Indexed: 11/12/2022]
Abstract
Acute lymphoblastic leukemia is the most common malignancy in childhood and requires prolonged oral maintenance chemotherapy to prevent disease relapse after remission induction with intensive intravenous chemotherapy. In maintenance therapy, drug doses of 6-mercaptopurine (6-MP) and methotrexate (MTX) are adjusted to achieve sustained antileukemic activity without excessive myelosuppression. However, uncertainty exists regarding timing and extent of drug dose responses and optimal dose adaptation strategies. We propose a novel comprehensive mathematical model for 6-MP and MTX pharmacokinetics, pharmacodynamics and myelosuppression in acute lymphoblastic maintenance therapy. We personalize and cross-validate the mathematical model using clinical data and propose a real-time algorithm to predict chemotherapy responses with a clinical decision support system as a potential future application.
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Affiliation(s)
- Thuy T T Le
- Institute of Mathematical Optimization, Faculty of Mathematics, Otto-von-Guericke University Magdeburg, Germany
| | - Felix Jost
- Institute of Mathematical Optimization, Faculty of Mathematics, Otto-von-Guericke University Magdeburg, Germany
| | - Thomas Raupach
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Jakob Zierk
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Manfred Rauh
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Meinolf Suttorp
- Pediatric Hematology and Oncology, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Martin Stanulla
- Department of Pediatric Hemato-Oncology, Hannover Medical School, Hannover, Germany
| | - Markus Metzler
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Sebastian Sager
- Institute of Mathematical Optimization, Faculty of Mathematics, Otto-von-Guericke University Magdeburg, Germany
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Le TTT, Adler FR. Is mammography screening beneficial: An individual-based stochastic model for breast cancer incidence and mortality. PLoS Comput Biol 2020; 16:e1008036. [PMID: 32628726 PMCID: PMC7365474 DOI: 10.1371/journal.pcbi.1008036] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 07/16/2020] [Accepted: 06/09/2020] [Indexed: 11/18/2022] Open
Abstract
The benefits of mammography screening have been controversial, with conflicting findings from various studies. We hypothesize that unmeasured heterogeneity in tumor aggressiveness underlies these conflicting results. Based on published data from the Canadian National Breast Screening Study (CNBSS), we develop and parameterize an individual-based mechanistic model for breast cancer incidence and mortality that tracks five stages of breast cancer progression and incorporates the effects of age on breast cancer incidence and all-cause mortality. The model accurately reproduces the reported outcomes of the CNBSS. By varying parameters, we predict that the benefits of mammography depend on the effectiveness of cancer treatment and tumor aggressiveness. In particular, patients with the most rapidly growing or potentially largest tumors have the highest benefit and least harm from the screening, with only a relatively small effect of age. However, the model predicts that confining mammography to populations with a high risk of acquiring breast cancer increases the screening benefit only slightly compared with the full population.
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Affiliation(s)
- Thuy T. T. Le
- Department of Mathematics and School of Biological Sciences, University of Utah, Salt Lake City, Utah, United States of America
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Frederick R. Adler
- Department of Mathematics and School of Biological Sciences, University of Utah, Salt Lake City, Utah, United States of America
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Jost F, Zierk J, Le TTT, Raupach T, Rauh M, Suttorp M, Stanulla M, Metzler M, Sager S. Model-Based Simulation of Maintenance Therapy of Childhood Acute Lymphoblastic Leukemia. Front Physiol 2020; 11:217. [PMID: 32256384 PMCID: PMC7093595 DOI: 10.3389/fphys.2020.00217] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 02/25/2020] [Indexed: 01/19/2023] Open
Abstract
Acute lymphoblastic leukemia is the most common malignancy in childhood. Successful treatment requires initial high-intensity chemotherapy, followed by low-intensity oral maintenance therapy with oral 6-mercaptopurine (6MP) and methotrexate (MTX) until 2–3 years after disease onset. However, intra- and inter-individual variability in the pharmacokinetics (PK) and pharmacodynamics (PD) of 6MP and MTX make it challenging to balance the desired antileukemic effects with undesired excessive myelosuppression during maintenance therapy. A model to simulate the dynamics of different cell types, especially neutrophils, would be a valuable contribution to improving treatment protocols (6MP and MTX dosing regimens) and a further step to understanding the heterogeneity in treatment efficacy and toxicity. We applied and modified a recently developed semi-mechanistic PK/PD model to neutrophils and analyzed their behavior using a non-linear mixed-effects modeling approach and clinical data obtained from 116 patients. The PK model of 6MP influenced the accuracy of absolute neutrophil count (ANC) predictions, whereas the PD effect of MTX did not. Predictions based on ANC were more accurate than those based on white blood cell counts. Using the new cross-validated mathematical model, simulations of different treatment protocols showed a linear dose-effect relationship and reduced ANC variability for constant dosages. Advanced modeling allows the identification of optimized control criteria and the weighting of specific influencing factors for protocol design and individually adapted therapy to exploit the optimal effect of maintenance therapy on survival.
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Affiliation(s)
- Felix Jost
- Department of Mathematics, Institute of Mathematical Optimization, Otto-von-Guericke University Magdeburg, Magdeburg, Germany
| | - Jakob Zierk
- Department of Paediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Thuy T T Le
- Department of Mathematics, Institute of Mathematical Optimization, Otto-von-Guericke University Magdeburg, Magdeburg, Germany
| | - Thomas Raupach
- Department of Paediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Manfred Rauh
- Department of Paediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Meinolf Suttorp
- Pediatric Hematology and Oncology, University Hospital "Carl Gustav Carus", Dresden, Germany
| | - Martin Stanulla
- Department of Pediatric Hemato-Oncology, Hannover Medical School, Hanover, Germany
| | - Markus Metzler
- Department of Paediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Sebastian Sager
- Department of Mathematics, Institute of Mathematical Optimization, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.,Health Campus "Immunology, Infectiology and Inflammation (GC-I3)", Otto-von-Guericke University, Magdeburg, Germany
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Affiliation(s)
- Cang Huynh Mai
- Department of Chemical Engineering, Nong Lam University, Ho Chi Minh City, Vietnam
| | - Tung Thanh Diep
- Department of Chemical Engineering, Nong Lam University, Ho Chi Minh City, Vietnam
| | - Thuy T. T. Le
- Department of Chemical Engineering, Nong Lam University, Ho Chi Minh City, Vietnam
| | - Viet Nguyen
- Department of Chemical Engineering, Nong Lam University, Ho Chi Minh City, Vietnam
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15
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Hoang TAV, Nguyen TNH, Ueda S, Le QP, Tran TTN, Nguyen TND, Dao TVK, Tran MT, Le TTT, Le TL, Nakayama T, Hirai I, Do TH, Vien QM, Yamamoto Y. Correction to: Common findings of bla CTX-M-55-encoding 104-139 kbp plasmids harbored by extended-spectrum β-lactamase-producing Escherichia coli in pork meat, wholesale market workers, and patients with urinary tract infection in Vietnam. Curr Microbiol 2017; 76:962. [PMID: 29279979 DOI: 10.1007/s00284-017-1395-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
The original version of this article unfortunately contained a mistake. The legends of Tables 2 and 3, Fig. 1 are incorrect. The corrected legends are given below.
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Affiliation(s)
- T A V Hoang
- Department of Food Microbiology, Nha Trang Pasteur Institute, Nha Trang, Vietnam
| | - T N H Nguyen
- Department of Food Microbiology, Nha Trang Pasteur Institute, Nha Trang, Vietnam
| | - S Ueda
- School of Health Science, Faculty of Medicine, University of the Ryukyu, Okinawa, Japan
| | - Q P Le
- Department of Food Microbiology, Nha Trang Pasteur Institute, Nha Trang, Vietnam
| | - T T N Tran
- Department of Food Microbiology, Nha Trang Pasteur Institute, Nha Trang, Vietnam
| | - T N D Nguyen
- Department of Food Microbiology, Nha Trang Pasteur Institute, Nha Trang, Vietnam
| | - T V K Dao
- Department of Food Microbiology, Nha Trang Pasteur Institute, Nha Trang, Vietnam
| | - M T Tran
- Department of Food Microbiology, Nha Trang Pasteur Institute, Nha Trang, Vietnam
| | - T T T Le
- Department of Food Microbiology, Nha Trang Pasteur Institute, Nha Trang, Vietnam
| | - T L Le
- Department of Food Microbiology, Nha Trang Pasteur Institute, Nha Trang, Vietnam
| | - T Nakayama
- Graduate School of Pharmaceutical Science, Osaka University, Yamadaoka 2-7, Suita, Osaka, 537-0025, Japan.
| | - I Hirai
- School of Health Science, Faculty of Medicine, University of the Ryukyu, Okinawa, Japan
| | - T H Do
- Department of Food Microbiology, Nha Trang Pasteur Institute, Nha Trang, Vietnam
| | - Q M Vien
- Department of Food Microbiology, Nha Trang Pasteur Institute, Nha Trang, Vietnam
| | - Y Yamamoto
- Graduate School of Pharmaceutical Science, Osaka University, Yamadaoka 2-7, Suita, Osaka, 537-0025, Japan.,Osaka Prefectural Institute of Public Health, Osaka, Japan
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16
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Rudd PA, Raphael AP, Yamada M, Nufer KL, Gardner J, Le TTT, Prow NA, Dang N, Schroder WA, Prow TW, Suhrbier A. Effective cutaneous vaccination using an inactivated chikungunya virus vaccine delivered by Foroderm. Vaccine 2015; 33:5172-80. [PMID: 26296498 DOI: 10.1016/j.vaccine.2015.07.099] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2014] [Revised: 04/14/2015] [Accepted: 07/30/2015] [Indexed: 10/23/2022]
Abstract
Foroderm is a new cutaneous delivery technology that uses high-aspect ratio, cylindrical silica microparticles, that are massaged into the skin using a 3D-printed microtextured applicator, in order to deliver payloads across the epidermis. Herein we show that this technology is effective for delivery of a non-adjuvanted, inactivated, whole-virus chikungunya virus vaccine in mice, with minimal post-vaccination skin reactions. A single topical Foroderm-based vaccination induced T cell, Th1 cytokine and antibody responses, which provided complete protection against viraemia and disease after challenge with chikungunya virus. Foroderm vaccination was shown to deliver fluorescent, virus-sized beads across the epidermis, with beads subsequently detected in draining lymph nodes. Foroderm vaccination also stimulated the egress of MHC II(+) antigen presenting cells from the skin. Foroderm thus has potential as a simple, cheap, effective, generic, needle-free technology for topical delivery of vaccines.
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Affiliation(s)
- Penny A Rudd
- Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane 4029, QLD, Australia
| | - Anthony P Raphael
- Dermatology Research Centre, University of Queensland, School of Medicine, Translational Research Institute, Brisbane 4102, QLD, Australia
| | - Miko Yamada
- Dermatology Research Centre, University of Queensland, School of Medicine, Translational Research Institute, Brisbane 4102, QLD, Australia
| | - Kaitlin L Nufer
- Dermatology Research Centre, University of Queensland, School of Medicine, Translational Research Institute, Brisbane 4102, QLD, Australia
| | - Joy Gardner
- Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane 4029, QLD, Australia
| | - Thuy T T Le
- Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane 4029, QLD, Australia
| | - Natalie A Prow
- Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane 4029, QLD, Australia; Australian Infectious Disease Research Centre, School of Chemistry & Molecular Biosciences, University of Queensland, Brisbane 4072, QLD, Australia
| | - Nhung Dang
- Dermatology Research Centre, University of Queensland, School of Medicine, Translational Research Institute, Brisbane 4102, QLD, Australia
| | - Wayne A Schroder
- Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane 4029, QLD, Australia
| | - Tarl W Prow
- Dermatology Research Centre, University of Queensland, School of Medicine, Translational Research Institute, Brisbane 4102, QLD, Australia.
| | - Andreas Suhrbier
- Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane 4029, QLD, Australia; Australian Infectious Disease Research Centre, School of Chemistry & Molecular Biosciences, University of Queensland, Brisbane 4072, QLD, Australia
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Schroder WA, Le TTT, Major L, Street S, Gardner J, Lambley E, Markey K, MacDonald KP, Fish RJ, Thomas R, Suhrbier A. A physiological function of inflammation-associated SerpinB2 is regulation of adaptive immunity. J Immunol 2010; 184:2663-70. [PMID: 20130210 DOI: 10.4049/jimmunol.0902187] [Citation(s) in RCA: 84] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
SerpinB2 (plasminogen activator inhibitor-2) is widely described as an inhibitor of urokinase plasminogen activator; however, SerpinB2(-/-) mice show no detectable increase in urokinase plasminogen activator activity. In this study, we describe an unexpected immune phenotype in SerpinB2(-/-) mice. After immunization with OVA in CFA, SerpinB2(-/-) mice made approximately 6-fold more IgG2c and generated approximately 2.5-fold more OVA-specific IFN-gamma-secreting T cells than SerpinB2(+/+) littermate controls. In SerpinB2(+/+) mice, high inducible SerpinB2 expression was seen at the injection site and in macrophages low levels in draining lymph nodes and conventional dendritic cells, and no expression was seen in plasmacytoid dendritic, B, T, or NK cells. SerpinB2(-/-) macrophages promoted greater IFN-gamma secretion from wild-type T cells in vivo and in vitro and, when stimulated with anti-CD40/IFN-gamma or cultured with wild-type T cells in vitro, secreted more Th1-promoting cytokines than macrophages from littermate controls. Draining lymph node SerpinB2(-/-) myeloid APCs similarly secreted more Th1-promoting cytokines when cocultured with wild-type T cells. Regulation of Th1 responses thus appears to be a physiological function of inflammation-associated SerpinB2; an observation that may shed light on human inflammatory diseases like pre-eclampsia, lupus, asthma, scleroderma, and periodontitis, which are associated with SerpinB2 polymorphisms or dysregulated SerpinB2 expression.
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Affiliation(s)
- Wayne A Schroder
- Queensland Institute of Medical Research, Australian Center for International and Tropical Health, Griffith Medical Research College, University of Queensland, Princess Alexandra Hospital, Brisbane, Queensland, Australia
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18
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Ho-Pham LT, Nguyen PLT, Le TTT, Doan TAT, Tran NT, Le TA, Nguyen TV. Veganism, bone mineral density, and body composition: a study in Buddhist nuns. Osteoporos Int 2009; 20:2087-93. [PMID: 19350341 DOI: 10.1007/s00198-009-0916-z] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2008] [Accepted: 03/04/2009] [Indexed: 10/20/2022]
Abstract
SUMMARY This cross-sectional study showed that, although vegans had lower dietary calcium and protein intakes than omnivores, veganism did not have adverse effect on bone mineral density and did not alter body composition. INTRODUCTION Whether a lifelong vegetarian diet has any negative effect on bone health is a contentious issue. We undertook this study to examine the association between lifelong vegetarian diet and bone mineral density and body composition in a group of postmenopausal women. METHODS One hundred and five Mahayana Buddhist nuns and 105 omnivorous women (average age = 62, range = 50-85) were randomly sampled from monasteries in Ho Chi Minh City and invited to participate in the study. By religious rule, the nuns do not eat meat or seafood (i.e., vegans). Bone mineral density (BMD) at the lumbar spine (LS), femoral neck (FN), and whole body (WB) was measured by DXA (Hologic QDR 4500). Lean mass, fat mass, and percent fat mass were also obtained from the DXA whole body scan. Dietary calcium and protein intakes were estimated from a validated food frequency questionnaire. RESULTS There was no significant difference between vegans and omnivores in LSBMD (0.74 +/- 0.14 vs. 0.77 +/- 0.14 g/cm(2); mean +/- SD; P = 0.18), FNBMD (0.62 +/- 0.11 vs. 0.63 +/- 0.11 g/cm(2); P = 0.35), WBBMD (0.88 +/- 0.11 vs. 0.90 +/- 0.12 g/cm(2); P = 0.31), lean mass (32 +/- 5 vs. 33 +/- 4 kg; P = 0.47), and fat mass (19 +/- 5 vs. 19 +/- 5 kg; P = 0.77) either before or after adjusting for age. The prevalence of osteoporosis (T scores < or = -2.5) at the femoral neck in vegans and omnivores was 17.1% and 14.3% (P = 0.57), respectively. The median intake of dietary calcium was lower in vegans compared to omnivores (330 +/- 205 vs. 682 +/- 417 mg/day, P < 0.001); however, there was no significant correlation between dietary calcium and BMD. Further analysis suggested that whole body BMD, but not lumbar spine or femoral neck BMD, was positively correlated with the ratio of animal protein to vegetable protein. CONCLUSION These results suggest that, although vegans have much lower intakes of dietary calcium and protein than omnivores, veganism does not have adverse effect on bone mineral density and does not alter body composition.
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Affiliation(s)
- L T Ho-Pham
- Pham Ngoc Thach University of Medicine, Ho Chi Minh, Vietnam
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19
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Challacombe JM, Suhrbier A, Parsons PG, Jones B, Hampson P, Kavanagh D, Rainger GE, Morris M, Lord JM, Le TTT, Hoang-Le D, Ogbourne SM. Neutrophils are a key component of the antitumor efficacy of topical chemotherapy with ingenol-3-angelate. J Immunol 2007; 177:8123-32. [PMID: 17114487 DOI: 10.4049/jimmunol.177.11.8123] [Citation(s) in RCA: 142] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Harnessing neutrophils for the eradication of cancer cells remains an attractive but still controversial notion. In this study, we provide evidence that neutrophils are required to prevent relapse of skin tumors following topical treatment with a new anticancer agent, ingenol-3-angelate (PEP005). Topical PEP005 treatment induces primary necrosis of tumor cells, potently activates protein kinase C, and was associated with an acute T cell-independent inflammatory response characterized by a pronounced neutrophil infiltrate. In Foxn1(nu) mice depleted of neutrophils and in CD18-deficient mice (in which neutrophil extravasation is severely impaired) PEP005 treatment was associated with a >70% increase in tumor relapse rates. NK cell or monocyte/macrophage deficiency had no effect on relapse rates. Both in vitro and in mice, PEP005 induced MIP-2/IL-8, TNF-alpha, and IL-1beta, all mediators of neutrophil recruitment and activation. In vitro, PEP005 activated human endothelial cells resulting in neutrophil adhesion and also induced human neutrophils to generate tumoricidal-reactive oxygen intermediates. Treatment of tumors with PEP005 significantly elevated the level of anticancer Abs, which were able to promote neutrophil-mediated Ab-dependent cellular cytotoxicity (ADCC) in vitro. PEP005 treatment of tumors grown in SCID mice was also associated with >70% increase in tumor relapse rates. Taken together, these data suggest a central role for neutrophil-mediated ADCC in preventing relapse. PEP005-mediated cure of tumors therefore appears to involve initial chemoablation followed by a neutrophil-dependent ADCC-mediated eradication of residual disease, illustrating that neutrophils can be induced to mediate important anticancer activity with specific chemotherapeutic agents.
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Affiliation(s)
- Jodie M Challacombe
- Queensland Institute of Medical Research, Post Office Royal Brisbane Hospital, Brisbane, Queensland 4029, Australia
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20
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Maraskovsky E, Sjölander S, Drane DP, Schnurr M, Le TTT, Mateo L, Luft T, Masterman KA, Tai TY, Chen Q, Green S, Sjölander A, Pearse MJ, Lemonnier FA, Chen W, Cebon J, Suhrbier A. NY-ESO-1 protein formulated in ISCOMATRIX adjuvant is a potent anticancer vaccine inducing both humoral and CD8+ t-cell-mediated immunity and protection against NY-ESO-1+ tumors. Clin Cancer Res 2004; 10:2879-90. [PMID: 15102697 DOI: 10.1158/1078-0432.ccr-03-0245] [Citation(s) in RCA: 76] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
NY-ESO-1 is a 180 amino-acid human tumor antigen expressed by many different tumor types and belongs to the family of "cancer-testis" antigens. In humans, NY-ESO-1 is one of the most immunogenic tumor antigens and NY-ESO-1 peptides have been shown to induce NY-ESO-1-specific CD8(+) CTLs capable of altering the natural course of NY-ESO-1-expressing tumors in cancer patients. Here we describe the preclinical immunogenicity and efficacy of NY-ESO-1 protein formulated with the ISCOMATRIX adjuvant (NY-ESO-1 vaccine). In vitro, the NY-ESO-1 vaccine was readily taken up by human monocyte-derived dendritic cells, and on maturation, these human monocyte-derived dendritic cells efficiently cross-presented HLA-A2-restricted epitopes to NY-ESO-1-specific CD8(+) T cells. In addition, epitopes of NY-ESO-1 protein were also presented on MHC class II molecules to NY-ESO-1-specific CD4(+) T cells. The NY-ESO-1 vaccine induced strong NY-ESO-1-specific IFN-gamma and IgG2a responses in C57BL/6 mice. Furthermore, the NY-ESO-1 vaccine induced NY-ESO-1-specific CD8(+) CTLs in HLA-A2 transgenic mice that were capable of lysing human HLA-A2(+) NY-ESO-1(+) tumor cells. Finally, C57BL/6 mice, immunized with the NY-ESO-1 vaccine, were protected against challenge with a B16 melanoma cell line expressing NY-ESO-1. These data illustrate that the NY-ESO-1 vaccine represents a potent therapeutic anticancer vaccine.
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MESH Headings
- Adjuvants, Immunologic
- Animals
- Antigens, Neoplasm/chemistry
- Antineoplastic Agents/pharmacology
- CD4 Antigens/biosynthesis
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/metabolism
- Cancer Vaccines
- Cell Line, Tumor
- Disease Progression
- Dose-Response Relationship, Drug
- Enzyme-Linked Immunosorbent Assay
- Epitopes/chemistry
- Escherichia coli/metabolism
- HLA-A2 Antigen/chemistry
- Immunity, Cellular
- Immunoglobulin G/chemistry
- Immunohistochemistry
- Melanoma, Experimental
- Membrane Proteins/chemistry
- Mice
- Mice, Inbred BALB C
- Mice, Inbred C57BL
- Mice, Transgenic
- Monocytes/metabolism
- Peptides/chemistry
- Phenotype
- Plasmids/metabolism
- RNA, Messenger/metabolism
- Recombinant Proteins/chemistry
- Reverse Transcriptase Polymerase Chain Reaction
- Time Factors
- Transfection
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Affiliation(s)
- Eugene Maraskovsky
- Ludwig Institute for Cancer Research, Austin and Repatriation Medical Centre, Melbourne, Victoria, Australia.
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21
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Johnson BJ, Le TTT, Dobbin CA, Banovic T, Howard CB, Flores FDML, Vanags D, Naylor DJ, Hill GR, Suhrbier A. Heat shock protein 10 inhibits lipopolysaccharide-induced inflammatory mediator production. J Biol Chem 2004; 280:4037-47. [PMID: 15546885 DOI: 10.1074/jbc.m411569200] [Citation(s) in RCA: 120] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Heat shock protein 10 (Hsp10) and heat shock protein 60 (Hsp60) were originally described as essential mitochondrial proteins involved in protein folding. However, both proteins have also been shown to have a number of extracellular immunomodulatory activities. Here we show that purified recombinant human Hsp10 incubated with cells in vitro reduced lipopolysaccharide (LPS)-induced nuclear factor-kappaB activation and secretion of several inflammatory mediators from RAW264.7 cells, murine macrophages, and human peripheral blood mononuclear cells. Induction of tolerance by contaminating LPS was formally excluded as being responsible for Hsp10 activity. Treatment of mice with Hsp10 before endotoxin challenge resulted in the reduction of serum tumor necrosis factor-alpha and RANTES (regulated upon activation, normal T cell expressed and secreted) levels and an elevation of serum interleukin-10 levels. Hsp10 treatment also delayed mortality in a murine graft-versus-host disease model, where gut-derived LPS contributes to pathology. We were unable to confirm previous reports that Hsp10 has tumor growth factor properties and suggest that Hsp10 exerts anti-inflammatory activity by inhibiting Toll-like receptor signaling possibly by interacting with extracellular Hsp60.
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Affiliation(s)
- Barbara J Johnson
- CBio Limited, 17 Wakefield St., Alderley, Queensland 4051, Australia.
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22
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Abstract
Immunostimulating complex (ISCOM) vaccines are particulate antigen delivery vehicles composed of saponin, cholesterol, phospholipid and immunogen. Here we illustrate that ISCOM-based vaccines represent an attractive modality for the development of anti-cancer vaccines. Using murine models and a model cancer antigen, ISCOM vaccines were shown to induce potent CD8 T cell responses, to mediate protection in three different tumor models, to promote Th1-biased immunity, and to induce CD8 T cell responses in the absence of CD4+ T cell help. The former three activities were also found to be substantially improved when the vaccine antigen was associated with the ISCOM structure. Furthermore, the presence in vivo of pre-existing antibodies against the vaccine antigen did not inhibit CD8 T cell induction by the ISCOM vaccine. Although vaccination was effective against challenge with vaccine-antigen expressing tumors, no activity against neighboring vaccine-antigen negative tumor cells was observed, indicating that determinant spreading or bystander activity does not lead to significant anti-cancer activity.
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MESH Headings
- Animals
- Antibodies, Neoplasm/blood
- Antigens, Neoplasm/chemistry
- Antigens, Neoplasm/immunology
- CD8-Positive T-Lymphocytes/immunology
- Cancer Vaccines/chemistry
- Cancer Vaccines/immunology
- Carcinoma, Lewis Lung/immunology
- Carcinoma, Lewis Lung/prevention & control
- Epitopes
- Female
- ISCOMs/chemistry
- ISCOMs/immunology
- Immunoglobulin G/immunology
- Injections, Subcutaneous
- Melanoma, Experimental/immunology
- Melanoma, Experimental/prevention & control
- Mice
- Mice, Inbred BALB C
- Mice, Inbred C57BL
- Mice, Knockout
- Ovalbumin/chemistry
- Ovalbumin/immunology
- Time Factors
- Vaccination
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Affiliation(s)
- Aleksandra Lenarczyk
- Cooperative Research Center for Vaccine Technology, Queensland Institute of Medical Research and the University of Queensland, Queensland 4029, Australia
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23
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Ogbourne SM, Suhrbier A, Jones B, Cozzi SJ, Boyle GM, Morris M, McAlpine D, Johns J, Scott TM, Sutherland KP, Gardner JM, Le TTT, Lenarczyk A, Aylward JH, Parsons PG. Antitumor Activity of 3-Ingenyl Angelate. Cancer Res 2004; 64:2833-9. [PMID: 15087400 DOI: 10.1158/0008-5472.can-03-2837] [Citation(s) in RCA: 201] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Options for skin cancer treatment currently include surgery, radiotherapy, topical chemotherapy, cryosurgery, curettage, and electrodessication. Although effective, surgery is costly and unsuitable for certain patients. Radiotherapy can leave a poor cosmetic effect, and current chemotherapy is limited by low cure rates and extended treatment schedules. Here, we describe the preclinical activity of a novel topical chemotherapeutic agent for the treatment of skin cancer, 3-ingenyl angelate (PEP005), a hydrophobic diterpene ester isolated from the plant Euphorbia peplus. Three daily topical applications of 42 nmol (18 micro g) of PEP005 cured a series of s.c. mouse tumors (B16 melanoma, LK2 UV-induced squamous cell carcinoma, and Lewis lung carcinoma; n = >14 tumors/group) and human tumors (DO4 melanoma, HeLa cervical carcinoma, and PC3 and DU145 prostate carcinoma; n = >4 tumors/group) previously established (5-10 mm(3)) on C57BL/6 or Foxn1(nu) mice. The treatment produced a mild, short-term erythema and eschar formation but, ultimately, resulted in excellent skin cosmesis. The LD(90) for PEP005 for a panel of tumor cell lines was 180-220 micro M. Electron microscopy showed that treatment with PEP005 both in vitro (230 micro M) and in vivo (42 nmol) rapidly caused swelling of mitochondria and cell death by primary necrosis. (51)Cr release, uptake of propidium iodide, and staining with the mitochondria dye JC1, revealed that PEP005 (230 micro M) treatment of tumor cells in vitro resulted in a rapid plasma membrane perturbation and loss of mitochondrial membrane potential. PEP005 thus emerges as a new topical anti-skin cancer agent that has a novel mode of action involving plasma membrane and mitochondrial disruption and primary necrosis, ultimately resulting in an excellent cosmetic outcome.
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Affiliation(s)
- Steven M Ogbourne
- Queensland Institute of Medical Research, Melanoma Genomics Group, Brisbane, Australia
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Harvey TJ, Liu WJ, Wang XJ, Linedale R, Jacobs M, Davidson A, Le TTT, Anraku I, Suhrbier A, Shi PY, Khromykh AA. Tetracycline-inducible packaging cell line for production of flavivirus replicon particles. J Virol 2004; 78:531-8. [PMID: 14671135 PMCID: PMC303381 DOI: 10.1128/jvi.78.1.531-538.2004] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
We have previously developed replicon vectors derived from the Australian flavivirus Kunjin that have a unique noncytopathic nature and have been shown to direct prolonged high-level expression of encoded heterologous genes in vitro and in vivo and to induce strong and long-lasting immune responses to encoded immunogens in mice. To facilitate further applications of these vectors in the form of virus-like particles (VLPs), we have now generated a stable BHK packaging cell line, tetKUNCprME, carrying a Kunjin structural gene cassette under the control of a tetracycline-inducible promoter. Withdrawal of tetracycline from the medium resulted in production of Kunjin structural proteins that were capable of packaging transfected and self-amplified Kunjin replicon RNA into the secreted VLPs at titers of up to 1.6 x 10(9) VLPs per ml. Furthermore, secreted KUN replicon VLPs from tetKUNCprME cells could be harvested continuously for as long as 10 days after RNA transfection, producing a total yield of more than 10(10) VLPs per 10(6) transfected cells. Passaging of VLPs on Vero cells or intracerebral injection into 2- to 4-day-old suckling mice illustrated the complete absence of any infectious Kunjin virus. tetKUNCprME cells were also capable of packaging replicon RNA from closely and distantly related flaviviruses, West Nile virus and dengue virus type 2, respectively. The utility of high-titer KUN replicon VLPs was demonstrated by showing increasing CD8(+)-T-cell responses to encoded foreign protein with increasing doses of KUN VLPs. A single dose of 2.5 x 10(7) VLPs carrying the human respiratory syncytial virus M2 gene induced 1,400 CD8 T cells per 10(6) splenocytes in an ex vivo gamma interferon enzyme-linked immunospot assay. The packaging cell line thus represents a significant advance in the development of the noncytopathic Kunjin virus replicon-based gene expression system and may be widely applicable to the basic studies of flavivirus RNA packaging and virus assembly as well as to the development of gene expression systems based on replicons from different flaviviruses.
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Affiliation(s)
- Tracey J Harvey
- Sir Albert Sakzewski Virus Research Centre, Royal Children's Hospital, Brisbane, Queensland, Australia
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