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Abstract
Abstract
Soxhlet extraction of plant materials with alcohol converted monuron residue to carbamate. Although this conversion will not affect the accuracy of monuron determination by the Bratton-Marshall reaction, it will undoubtedly affect the accuracy if the measurement is carried out by thin layer or paper chromatography. Diuron, fenuron, and chloroxuron, which contain 1,1-dimethyl substitution, were also converted to the corresponding carbamates, while siduron, neburon, linuron, monomethyl monuron, monomethyl diuron, and p-chlorophenyl urea were not. When monuron was refluxed with other alcohols such as methanol, isopropanol, and n-butanol, monuron was also converted to other products.
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Affiliation(s)
- Shaw S Lee
- Department of Agricultural Chemistry, Oregon State University, Corvallis, Ore. 97330
| | - S C Fang
- Department of Agricultural Chemistry, Oregon State University, Corvallis, Ore. 97330
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Prada D, Zhong J, Colicino E, Zanobetti A, Schwartz J, Dagincourt N, Fang SC, Kloog I, Zmuda JM, Holick M, Herrera LA, Hou L, Dominici F, Bartali B, Baccarelli AA. Association of air particulate pollution with bone loss over time and bone fracture risk: analysis of data from two independent studies. Lancet Planet Health 2017; 1. [PMID: 29527596 PMCID: PMC5841468 DOI: 10.1016/s2542-5196(17)30136-5] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
BACKGROUND Air particulate matter (PM) is a ubiquitous environmental exposure associated with oxidation, inflammation, and age-related chronic disease. Whether PM is associated with loss of bone mineral density (BMD) and risk of bone fractures is undetermined. METHODS We conducted two complementary studies of: (i) long-term PM <2.5 μm (PM2.5) levels and osteoporosis-related fracture hospital admissions among 9.2 million Medicare enrollees of the Northeast/Mid-Atlantic United States between 2003-2010; (ii) long-term black carbon [BC] and PM2.5 levels, serum calcium homeostasis biomarkers (parathyroid hormone, calcium, and 25-hydroxyvitamin D), and annualized BMD reduction over a 8-year follow-up of 692 middle-aged (46.7±12.3 yrs), low-income BACH/Bone cohort participants. FINDINGS In the Medicare analysis, risk of bone fracture admissions at osteoporosis-related sites was greater in areas with higher PM2.5 levels (Risk ratio [RR] 1.041, 95% Confidence Interval [CI], 1.030, 1.051). This risk was particularly high among low-income communities (RR 1.076; 95% CI, 1.052, 1.100). In the longitudinal BACH/Bone study, baseline BC and PM2.5 levels were associated with lower serum PTH (Estimate for baseline one interquartile increase in 1-year average BC= -1.16, 95% CI -1.93, -0.38; Estimate for baseline one interquartile increase in 1-year average PM2.5= -7.39; 95%CI -14.17, -0.61). BC level was associated with higher BMD loss over time at multiple anatomical sites, including femoral neck (-0.08%/year per one interquartile increase; 95% CI -0.14, -0.02%/year) and ultradistal radius (-0.06%/year per one interquartile increase; 95% CI -0.12, -0.01%/year). INTERPRETATION Our results suggest that poor air quality is a modifiable risk factor for bone fractures and osteoporosis, especially in low-income communities.
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Affiliation(s)
- Diddier Prada
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, 665 Huntington Ave, Boston, MA, 02115, USA
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología – Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Mexico City, 14080, Mexico
| | - Jia Zhong
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, 665 Huntington Ave, Boston, MA, 02115, USA
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, 722 West 168 St. New York, NY, 10032, USA
| | - Elena Colicino
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, 665 Huntington Ave, Boston, MA, 02115, USA
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, 722 West 168 St. New York, NY, 10032, USA
| | - Antonella Zanobetti
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, 665 Huntington Ave, Boston, MA, 02115, USA
| | - Joel Schwartz
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, 665 Huntington Ave, Boston, MA, 02115, USA
| | | | - Shona C. Fang
- New England Research Institute, 480 Pleasant St, Watertown, MA, 02472, USA
| | - Itai Kloog
- Department of Geography and Environmental Development, Ben-Gurion University of the Negev, 663 Beer Sheva, Israel
| | - Joseph M. Zmuda
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Michael Holick
- School of Medicine Endocrinology, Diabetes, and Nutrition, Boston University, One Silber Way, Boston, MA, 02215, USA
| | - Luis A. Herrera
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología – Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Mexico City, 14080, Mexico
| | - Lifang Hou
- Institute for Public Health and Medicine, Northwestern University, Chicago, ILL, 60611, USA
| | - Francesca Dominici
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Harvard University, 665 Huntington Ave, Boston, MA, 02115, USA
| | - Benedetta Bartali
- New England Research Institute, 480 Pleasant St, Watertown, MA, 02472, USA
- Corresponding authors: 1. A.A. Baccarelli, Columbia University Mailman School of Public Health, 722 West 168th Street, ARB 11th Floor 1105E, New York NY 10032, USA, . 2. B. Bartali, New England Research Institute, 480 Pleasant St, Watertown, MA, 02472, USA.
| | - Andrea A. Baccarelli
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, 665 Huntington Ave, Boston, MA, 02115, USA
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, 722 West 168 St. New York, NY, 10032, USA
- Corresponding authors: 1. A.A. Baccarelli, Columbia University Mailman School of Public Health, 722 West 168th Street, ARB 11th Floor 1105E, New York NY 10032, USA, . 2. B. Bartali, New England Research Institute, 480 Pleasant St, Watertown, MA, 02472, USA.
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Zhang J, Cavallari JM, Fang SC, Weisskopf MG, Lin X, Mittleman MA, Christiani DC. Application of linear mixed-effects model with LASSO to identify metal components associated with cardiac autonomic responses among welders: a repeated measures study. Occup Environ Med 2017; 74:810-815. [PMID: 28663305 PMCID: PMC5740538 DOI: 10.1136/oemed-2016-104067] [Citation(s) in RCA: 7] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2016] [Revised: 04/07/2017] [Accepted: 05/10/2017] [Indexed: 11/21/2022]
Abstract
Background Environmental and occupational exposure to metals is ubiquitous worldwide, and understanding the hazardous metal components in this complex mixture is essential for environmental and occupational regulations. Objective To identify hazardous components from metal mixtures that are associated with alterations in cardiac autonomic responses. Methods Urinary concentrations of 16 types of metals were examined and ‘acceleration capacity’ (AC) and ‘deceleration capacity’ (DC), indicators of cardiac autonomic effects, were quantified from ECG recordings among 54 welders. We fitted linear mixed-effects models with least absolute shrinkage and selection operator (LASSO) to identify metal components that are associated with AC and DC. The Bayesian Information Criterion was used as the criterion for model selection procedures. Results Mercury and chromium were selected for DC analysis, whereas mercury, chromium and manganese were selected for AC analysis through the LASSO approach. When we fitted the linear mixed-effects models with ‘selected’ metal components only, the effect of mercury remained significant. Every 1 µg/L increase in urinary mercury was associated with −0.58 ms (−1.03, –0.13) changes in DC and 0.67 ms (0.25, 1.10) changes in AC. Conclusion Our study suggests that exposure to several metals is associated with impaired cardiac autonomic functions. Our findings should be replicated in future studies with larger sample sizes.
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Affiliation(s)
- Jinming Zhang
- Department of Environmental Health, Harvard T H Chan School of Public Health, Boston, USA
| | - Jennifer M Cavallari
- Department of Community Medicine and Health Care, University of Connecticut Health Center, Farmington, USA
| | - Shona C Fang
- Department of Epidemiology, New England Research Institute, Watertown, USA
| | - Marc G Weisskopf
- Department of Epidemiology, Harvard T H Chan School of Public Health, Boston, USA
| | - Xihong Lin
- Department of Biostatistics, Harvard T H Chan School of Public Health, Boston, USA
| | - Murray A Mittleman
- Department of Epidemiology, Harvard T H Chan School of Public Health, Boston, USA.,Cardiovascular Epidemiology Research Unit, Beth Israel Deaconess Medical Center/Harvard Medical School, Boston, USA
| | - David C Christiani
- Department of Environmental Health, Harvard T H Chan School of Public Health, Boston, USA.,Pulmonary and Critical Care Division, Massachusetts General Hospital/Harvard Medical School, Boston, USA
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Hagberg KW, Divan HA, Fang SC, Nickel JC, Jick SS. Risk of gynecomastia and breast cancer associated with the use of 5-alpha reductase inhibitors for benign prostatic hyperplasia. Clin Epidemiol 2017; 9:83-91. [PMID: 28228662 PMCID: PMC5312705 DOI: 10.2147/clep.s124674] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Background Clinical trial results suggest that 5-alpha reductase inhibitors (5ARIs) for the treatment of benign prostatic hyperplasia (BPH) may increase the risk of gynecomastia and male breast cancer, but epidemiological studies have been limited. Patients and methods We conducted a cohort study with nested case–control analyses using the UK Clinical Practice Research Datalink. We identified men diagnosed with BPH who were free from Klinefelter syndrome, prostate, genital or urinary cancer, prostatectomy or orchiectomy, or evidence of gynecomastia or breast cancer. Patients entered the cohort at age ≥40 years and at least 3 years after the start of their electronic medical record. We classified exposure as 5ARIs (alone or in combination with alpha blockers [ABs]), AB only, or unexposed to 5ARIs and ABs. Cases were men who had a first-time diagnosis of gynecomastia or breast cancer. Incidence rates and incidence rate ratios (IRRs) with 95% confidence intervals (CIs) in the gynecomastia analysis and crude and adjusted odds ratios (ORs) with 95% CIs in both analyses were calculated. Results Compared to no exposure, gynecomastia risk was elevated for users of 5ARIs (alone or in combination with ABs) in both the cohort (IRR=3.55, 95% CI 3.05–4.14) and case–control analyses (OR=3.31, 95% CI 2.66–4.10), whereas the risk was null for users of AB only. The increased risk of gynecomastia with the use of 5ARIs persisted regardless of the number of prescriptions, exposure timing, and presence or absence of concomitant prescriptions for drugs known to be associated with gynecomastia. The risk was higher for dutasteride than for finasteride. 5ARI users did not have an increased risk of breast cancer compared to unexposed men (OR=1.52, 95% CI 0.61–3.80). Conclusion In men with BPH, 5ARIs significantly increased the risk of gynecomastia, but not breast cancer, compared to AB use and no exposure.
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Affiliation(s)
- Katrina Wilcox Hagberg
- Boston Collaborative Drug Surveillance Program, Boston University School of Public Health, Lexington
| | - Hozefa A Divan
- New England Research Institutes, Inc., Watertown, MA, USA
| | - Shona C Fang
- New England Research Institutes, Inc., Watertown, MA, USA
| | - J Curtis Nickel
- Kingston General Hospital, Queen's University, Kingston, ON, Canada
| | - Susan S Jick
- Boston Collaborative Drug Surveillance Program, Boston University School of Public Health, Lexington
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Zhang J, Liu Z, Umukoro PE, Cavallari JM, Fang SC, Weisskopf MG, Lin X, Mittleman MA, Christiani DC. An epigenome-wide association analysis of cardiac autonomic responses among a population of welders. Epigenetics 2017; 12:71-76. [PMID: 28075199 PMCID: PMC5330442 DOI: 10.1080/15592294.2016.1270486] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [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] [Indexed: 01/08/2023] Open
Abstract
DNA methylation is one of the potential epigenetic mechanisms associated with various adverse cardiovascular effects; however, its association with cardiac autonomic dysfunction, in particular, is unknown. In the current study, we aimed to identify epigenetic variants associated with alterations in cardiac autonomic responses. Cardiac autonomic responses were measured with two novel markers: acceleration capacity (AC) and deceleration capacity (DC). We examined DNA methylation levels at more than 472,506 CpG probes through the Illumina Infinium HumanMethylation450 BeadChip assay. We conducted separate linear mixed models to examine associations of DNA methylation levels at each CpG with AC and DC. One CpG (cg26829071) located in the GPR133 gene was negatively associated with DC values after multiple testing corrections through false discovery rate. Our study suggests the potential functional importance of methylation in cardiac autonomic responses. Findings from the current study need to be replicated in future studies in a larger population.
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Affiliation(s)
- Jinming Zhang
- a Department of Environmental Health , Harvard T. H. Chan School of Public Health , Boston , MA , USA
| | - Zhonghua Liu
- b Department of Biostatistics , Harvard T. H. Chan School of Public Health , Boston , MA , USA
| | - Peter E Umukoro
- a Department of Environmental Health , Harvard T. H. Chan School of Public Health , Boston , MA , USA
| | - Jennifer M Cavallari
- c Department of Community Medicine and Health Care , University of Connecticut Health Center , Farmington , CT , USA
| | - Shona C Fang
- d Department of Epidemiology , New England Research Institute , Watertown , NY , USA
| | - Marc G Weisskopf
- a Department of Environmental Health , Harvard T. H. Chan School of Public Health , Boston , MA , USA.,e Department of Epidemiology , Harvard T. H. Chan School of Public Health , Boston , MA , USA
| | - Xihong Lin
- b Department of Biostatistics , Harvard T. H. Chan School of Public Health , Boston , MA , USA
| | - Murray A Mittleman
- e Department of Epidemiology , Harvard T. H. Chan School of Public Health , Boston , MA , USA.,f Cardiovascular Epidemiology Research Unit , Beth Israel Deaconess Medical, Center/Harvard Medical School , Boston , MA , USA
| | - David C Christiani
- a Department of Environmental Health , Harvard T. H. Chan School of Public Health , Boston , MA , USA.,e Department of Epidemiology , Harvard T. H. Chan School of Public Health , Boston , MA , USA.,g Pulmonary and Critical Care Division , Massachusetts General Hospital/Harvard Medical School , Boston , MA , USA
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Wolf EJ, Bovin MJ, Green JD, Mitchell KS, Stoop TB, Barretto KM, Jackson CE, Lee LO, Fang SC, Trachtenberg F, Rosen RC, Keane TM, Marx BP. Longitudinal associations between post-traumatic stress disorder and metabolic syndrome severity. Psychol Med 2016; 46:2215-2226. [PMID: 27087657 PMCID: PMC4925183 DOI: 10.1017/s0033291716000817] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Post-traumatic stress disorder (PTSD) is associated with elevated risk for metabolic syndrome (MetS). However, the direction of this association is not yet established, as most prior studies employed cross-sectional designs. The primary goal of this study was to evaluate bidirectional associations between PTSD and MetS using a longitudinal design. METHOD A total of 1355 male and female veterans of the conflicts in Iraq and Afghanistan underwent PTSD diagnostic assessments and their biometric profiles pertaining to MetS were extracted from the electronic medical record at two time points (spanning ~2.5 years, n = 971 at time 2). RESULTS The prevalence of MetS among veterans with PTSD was just under 40% at both time points and was significantly greater than that for veterans without PTSD; the prevalence of MetS among those with PTSD was also elevated relative to age-matched population estimates. Cross-lagged panel models revealed that PTSD severity predicted subsequent increases in MetS severity (β = 0.08, p = 0.002), after controlling for initial MetS severity, but MetS did not predict later PTSD symptoms. Logistic regression results suggested that for every 10 PTSD symptoms endorsed at time 1, the odds of a subsequent MetS diagnosis increased by 56%. CONCLUSIONS Results highlight the substantial cardiometabolic concerns of young veterans with PTSD and raise the possibility that PTSD may predispose individuals to accelerated aging, in part, manifested clinically as MetS. This demonstrates the need to identify those with PTSD at greatest risk for MetS and to develop interventions that improve both conditions.
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Affiliation(s)
- E J Wolf
- National Center for PTSD at VA Boston Healthcare System,Boston, MA,USA
| | - M J Bovin
- National Center for PTSD at VA Boston Healthcare System,Boston, MA,USA
| | - J D Green
- Department of Psychiatry,Boston University School of Medicine,Boston, MA,USA
| | - K S Mitchell
- National Center for PTSD at VA Boston Healthcare System,Boston, MA,USA
| | - T B Stoop
- Boston VA Research Institute,Boston, MA,USA
| | - K M Barretto
- VA Boston Healthcare System,Research Service,Boston, MA,USA
| | - C E Jackson
- Department of Psychiatry,Boston University School of Medicine,Boston, MA,USA
| | - L O Lee
- Department of Psychiatry,Boston University School of Medicine,Boston, MA,USA
| | - S C Fang
- New England Research Institutes,Watertown, MA,USA
| | | | - R C Rosen
- New England Research Institutes,Watertown, MA,USA
| | - T M Keane
- National Center for PTSD at VA Boston Healthcare System,Boston, MA,USA
| | - B P Marx
- National Center for PTSD at VA Boston Healthcare System,Boston, MA,USA
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Breyer BN, Fang SC, Seal KH, Ranganathan G, Marx BP, Keane TM, Rosen RC. Sexual Health in Male and Female Iraq and Afghanistan U. S. War Veterans With and Without PTSD: Findings From the VALOR Cohort. J Trauma Stress 2016; 29:229-36. [PMID: 27128485 PMCID: PMC4899252 DOI: 10.1002/jts.22097] [Citation(s) in RCA: 20] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2015] [Revised: 01/15/2016] [Accepted: 01/27/2016] [Indexed: 01/23/2023]
Abstract
We sought to determine whether posttraumatic stress disorder (PTSD) was associated with sexual health in returned warzone-deployed veterans from the recent Iraq and Afghanistan conflicts. We studied 1,581 males and females from the Veterans After-Discharge Longitudinal Registry, a gender-balanced U.S. Department of Veterans Affairs registry of health care-seeking veterans with and without PTSD. Approximately one quarter (25.1%) of males (n = 198) and 12.7% of females (n = 101) had a sexual dysfunction diagnosis and/or prescription treatment for sexual dysfunction. Both genders were more likely to have a sexual dysfunction diagnosis and/or prescription treatment if they had PTSD compared with those without PTSD (male: 27.3% vs. 21.1%, p = .054; female: 14.9% vs. 9.4%, p = .022). Among the 1,557 subjects analyzed here, males with PTSD had similar levels of sexual activity compared to those without PTSD (71.2% vs. 75.4%, p = .22), whereas females with PTSD were less likely to be sexually active compared to females without PTSD (58.7% vs. 72.1%, p < .001). Participants with PTSD were also less likely to report sex-life satisfaction (male: 27.6% vs. 46.0%, p < .001; female: 23.0% vs. 45.7%, p < .001) compared with those without PTSD. Although PTSD was not associated with sexual dysfunction after adjusting for confounding factors, it was significantly negatively associated with sex-life satisfaction in female veterans with a prevalence ratio of .71, 95% confidence interval [.57, .90].
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Affiliation(s)
- Benjamin N. Breyer
- Department of Urology, University of California San Francisco, San Francisco, California, USA
| | - Shona C. Fang
- Division of Epidemiology, New England Research Institutes, Watertown, Massachusetts, USA
| | - Karen H. Seal
- Departments of Medicine and Psychiatry, University of California, San Francisco, Veterans Administration Medical Center, San Francisco, California, USA
| | - Gayatri Ranganathan
- Division of Epidemiology, New England Research Institutes, Watertown, Massachusetts, USA
| | - Brian P. Marx
- VA Boston Healthcare System, Boston, Massachusetts, USA
,Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA
,National Center for PTSD, VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Terence M. Keane
- VA Boston Healthcare System, Boston, Massachusetts, USA
,Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA
,National Center for PTSD, VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Raymond C. Rosen
- Division of Epidemiology, New England Research Institutes, Watertown, Massachusetts, USA
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Fang SC, Chen S, Trachtenberg F, Rokicki S, Adamkiewicz G, Levy DE. Validity of Self-Reported Tobacco Smoke Exposure among Non-Smoking Adult Public Housing Residents. PLoS One 2016; 11:e0155024. [PMID: 27171392 PMCID: PMC4865127 DOI: 10.1371/journal.pone.0155024] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [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: 01/07/2016] [Accepted: 04/22/2016] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Tobacco smoke exposure (TSE) in public multi-unit housing (MUH) is of concern. However, the validity of self-reports for determining TSE among non-smoking residents in such housing is unclear. METHODS We analyzed data from 285 non-smoking public MUH residents living in non-smoking households in the Boston area. Participants were interviewed about personal TSE in various locations in the past 7 days and completed a diary of home TSE for 7 days. Self-reported TSE was validated against measurable saliva cotinine (lower limit of detection (LOD) 0.02 ng/ml) and airborne apartment nicotine (LOD 5 ng). Correlations, estimates of inter-measure agreement, and logistic regression assessed associations between self-reported TSE items and measurable cotinine and nicotine. RESULTS Cotinine and nicotine levels were low in this sample (median = 0.026 ng/ml and 0.022 μg/m(3), respectively). Prevalence of detectable personal TSE was 66.3% via self-report and 57.0% via measurable cotinine (median concentration among those with cotinine>LOD: 0.057 ng/ml), with poor agreement (kappa = 0.06; sensitivity = 68.9%; specificity = 37.1%). TSE in the home, car, and other peoples' homes was weakly associated with cotinine levels (Spearman correlations rs = 0.15-0.25), while TSE in public places was not associated with cotinine. Among those with airborne nicotine and daily diary data (n = 161), a smaller proportion had household TSE via self-report (41.6%) compared with measurable airborne nicotine (53.4%) (median concentration among those with nicotine>LOD: 0.04 μg/m(3)) (kappa = 0.09, sensitivity = 46.5%, specificity = 62.7%). CONCLUSIONS Self-report alone was not adequate to identify individuals with TSE, as 31% with measurable cotinine and 53% with measurable nicotine did not report TSE. Self-report of TSE in private indoor spaces outside the home was most associated with measurable cotinine in this low-income non-smoking population.
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Affiliation(s)
- Shona C. Fang
- New England Research Institutes, Inc., Watertown, MA, United States of America
| | - Shan Chen
- New England Research Institutes, Inc., Watertown, MA, United States of America
| | | | - Slawa Rokicki
- Interfaculty Initiative in Health Policy, Harvard University, Cambridge, MA, United States of America
| | - Gary Adamkiewicz
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America
| | - Douglas E. Levy
- Mongan Institute for Health Policy, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America
- Tobacco Research and Treatment Center, Massachusetts General Hospital, Boston, MA, United States of America
- * E-mail:
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Cavallari JM, Fang SC, Eisen EA, Mittleman MA, Christiani DC. Environmental and occupational particulate matter exposures and ectopic heart beats in welders. Occup Environ Med 2016; 73:435-41. [PMID: 27052768 DOI: 10.1136/oemed-2015-103256] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Accepted: 03/18/2016] [Indexed: 11/03/2022]
Abstract
OBJECTIVES Links between arrhythmias and particulate matter exposures have been found among sensitive populations. We examined the relationship between personal particulate matter ≤2.5 µm aerodynamic diameter (PM2.5) exposures and ectopy in a panel study of healthy welders. METHODS Simultaneous ambulatory ECG and personal PM2.5 exposure monitoring with DustTrak Aerosol Monitor was performed on 72 males during work and non-work periods for 5-90 h (median 40 h). ECGs were summarised hourly for supraventricular ectopy (SVE) and ventricular ectopy (VE). PM2.5 exposures both work and non-work periods were averaged hourly with lags from 0 to 7 h. Generalised linear mixed-effects models with a random participant intercept were used to examine the relationship between PM2.5 exposure and the odds of SVE or VE. Sensitivity analyses were performed to assess whether relationships differed by work period and among current smokers. RESULTS Participants had a mean (SD) age of 38 (11) years and were monitored over 2993 person-hours. The number of hourly ectopic events was highly skewed with mean (SD) of 14 (69) VE and 1 (4) SVE. We found marginally significant increases in VE with PM2.5 exposures in the sixth and seventh hour lags, yet no association with SVE. For every 100 μg/m(3) increase in sixth hour lagged PM2.5, the adjusted OR (95% CI) for VE was 1.03 (1.00 to 1.05). Results persisted in work or non-work exposure periods and non-smokers had increased odds of VE associated with PM2.5 as compared with smokers. CONCLUSIONS A small increase in the odds of VE with short-term PM2.5 exposure was observed among relatively healthy men with environmental and occupational exposures.
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Affiliation(s)
- Jennifer M Cavallari
- Division of Occupational and Environmental Medicine, UConn Health Center, Farmington, Connecticut, USA Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Shona C Fang
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Ellen A Eisen
- School of Public Health, University of California, Berkeley, California, USA
| | - Murray A Mittleman
- Cardiovascular Epidemiology Research Unit, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - David C Christiani
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA Massachusetts General Hospital, Boston, Massachusetts, USA
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Lee MS, Eum KD, Rodrigues EG, Magari SR, Fang SC, Modest GA, Christiani DC. Effects of Personal Exposure to Ambient Fine Particulate Matter on Acute Change in Nocturnal Heart Rate Variability in Subjects Without Overt Heart Disease. Am J Cardiol 2016; 117:151-6. [PMID: 26552502 DOI: 10.1016/j.amjcard.2015.10.015] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Revised: 10/09/2015] [Accepted: 10/09/2015] [Indexed: 02/02/2023]
Abstract
The immediate effect within minutes to hours of personal exposure to ambient fine particulate matter (PM2.5) on cardiac autonomic function is limited, particularly at night. Our study aimed to assess the lagged association between personal exposure to PM2.5 and nocturnal heart rate variability. Repeated measures panel study among 21 community adults recruited from a local health clinic during the period of March 1, 2004, to August 31, 2004, in Boston, Massachusetts, in the United States. Ambulatory electrocardiogram and continuous monitoring of personal exposure to PM2.5 and were measured for up to 2 consecutive days. We calculated 5-minute time-specific average PM2.5 exposure for each participant. Mixed-effects models were fit for 5-minute SD of normal-to-normal intervals (SDNN) and 5-minute heart rate in relation to 5-minute PM2.5 exposure lagged in 5-minute intervals up to 4 hours. We found an 8.4% decrease in nocturnal SDNN (95% confidence interval [CI] -11.3% to -5.5%) and a 1.9% increase in nighttime heart rate (95% CI 1.1% to 2.7%) for an interquartile range increase in PM2.5 (13.6 μg/m(3)), after adjusting for confounders. Significant decreases in nocturnal SDNN associated with PM2.5 exposure occurred within 2.5 hours. The largest decrease in nocturnal SDNN of -12.8% (95% CI -16.4 to -9.1%) that was associated with PM2.5 exposure was found with a lag of 25 minutes. Rapid changes in nocturnal heart rate variability associated with personal PM2.5 exposure occurred within the previous 2.5 hours, with the largest effects at 25 minutes, suggesting immediate cardiac autonomic effects of fine particulate exposure.
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Affiliation(s)
- Mi-Sun Lee
- Department of Environmental Health, Environmental and Occupational Medicine and Epidemiology Program, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Ki-Do Eum
- Department of Environmental Health, Environmental and Occupational Medicine and Epidemiology Program, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Ema G Rodrigues
- Department of Environmental Health, Environmental and Occupational Medicine and Epidemiology Program, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Shannon R Magari
- Department of Environmental Health, Environmental and Occupational Medicine and Epidemiology Program, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Colden Corporation, New York, New York
| | - Shona C Fang
- Department of Environmental Health, Environmental and Occupational Medicine and Epidemiology Program, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; New England Research Institutes, Inc., Watertown, Massachusetts
| | - Geoffrey A Modest
- Upham's Corner Health Center, Boston University School of Medicine, Boston, Massachusetts
| | - David C Christiani
- Department of Environmental Health, Environmental and Occupational Medicine and Epidemiology Program, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
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Umukoro PE, Cavallari JM, Fang SC, Lu C, Lin X, Mittleman MA, Christiani DC. Short-term metal particulate exposures decrease cardiac acceleration and deceleration capacities in welders: a repeated-measures panel study. Occup Environ Med 2015; 73:91-6. [PMID: 26644456 PMCID: PMC4752641 DOI: 10.1136/oemed-2015-103052] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2015] [Accepted: 10/20/2015] [Indexed: 11/04/2022]
Abstract
OBJECTIVE Acceleration (AC) and deceleration (DC) capacities measure heart rate variability during speeding up and slowing down of the heart, respectively. We investigated associations between AC and DC with occupational short-term metal PM2.5 exposures. METHODS A panel of 48 male welders had particulate matter less than 2.5 microns in diameter (PM2.5) exposure measurements over 4-6 h repeated over 5 sampling periods between January 2010 and June 2012. We simultaneously obtained continuous recordings of digital ECG using a Holter monitor. We analysed ECG data in the time domain to obtain hourly AC and DC. Linear mixed models were used to assess the associations between hourly PM2.5 exposure and each of hourly AC and DC, controlling for age, smoking status, active smoking, exposure to secondhand smoke, season/time of day when ECG reading was obtained and baseline AC or DC. We also ran lagged exposure response models for each successive hour up to 3 h after onset of exposure. RESULTS Mean (SD) shift PM2.5 exposure during welding was 0.47 (0.43) mg/m(3). Significant exposure-response associations were found for AC and DC with increased PM2.5 exposure. In our adjusted models without any lag between exposure and response, a 1 mg/m(3) increase of PM2.5 was associated with a decrease of 1.46 (95% CI 1.00 to 1.92) ms in AC and a decrease of 1.00 (95% CI 0.53 to 1.46) ms in DC. The effect of PM2.5 on AC and DC was maximal immediately postexposure and lasted 1 h following exposure. CONCLUSIONS There are short-term effects of metal particulates on AC and DC.
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Affiliation(s)
- Peter E Umukoro
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Jennifer M Cavallari
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA Department of Community Medicine and Health Care, University of Connecticut Health Center, Farmington, Connecticut, USA
| | - Shona C Fang
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Chensheng Lu
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Xihong Lin
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Murray A Mittleman
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA Cardiovascular Epidemiology Research Unit, Beth Israel Deaconess Medical Center/Harvard Medical School, Boston, Massachusetts, USA
| | - David C Christiani
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA Pulmonary and Critical Care Unit, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
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Fang SC, Schnurr PP, Kulish AL, Holowka DW, Marx BP, Keane TM, Rosen R. Psychosocial Functioning and Health-Related Quality of Life Associated with Posttraumatic Stress Disorder in Male and Female Iraq and Afghanistan War Veterans: The VALOR Registry. J Womens Health (Larchmt) 2015. [DOI: 10.1089/jwh.2014.5096] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Shona C. Fang
- Division of Epidemiology, New England Research Institutes, Inc., Watertown, Massachusetts
| | - Paula P. Schnurr
- Executive Division, National Center for PTSD, VA Medical Center, White River Junction, Vermont
- Department of Psychiatry, Geisel School of Medicine of Dartmouth, Hanover, New Hampshire
| | - Andrea L. Kulish
- Behavioral Science Division, National Center for PTSD at VA Boston, Boston, Massachusetts
| | - Darren W. Holowka
- Behavioral Science Division, National Center for PTSD at VA Boston, Boston, Massachusetts
- Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts
| | - Brian P. Marx
- Behavioral Science Division, National Center for PTSD at VA Boston, Boston, Massachusetts
- Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts
| | - Terence M. Keane
- Behavioral Science Division, National Center for PTSD at VA Boston, Boston, Massachusetts
- Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts
| | - Raymond Rosen
- Division of Epidemiology, New England Research Institutes, Inc., Watertown, Massachusetts
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Rokicki S, Adamkiewicz G, Fang SC, Rigotti NA, Winickoff JP, Levy DE. Assessment of Residents' Attitudes and Satisfaction Before and After Implementation of a Smoke-Free Policy in Boston Multiunit Housing. Nicotine Tob Res 2015; 18:1282-1289. [PMID: 26508397 DOI: 10.1093/ntr/ntv239] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Accepted: 10/18/2015] [Indexed: 11/14/2022]
Abstract
INTRODUCTION In 2012, the Boston Housing Authority (BHA) in Massachusetts implemented a smoke-free policy prohibiting smoking within its residences. We sought to characterize BHA resident experiences before and after the smoke-free policy implementation, and compare them to that of nearby residents of the Cambridge Housing Authority, which had no such policy. METHODS We recruited a convenience sample of nonsmoking residents from the BHA and Cambridge Housing Authority. We measured residents' awareness and support of their local smoking policies before and 9-12 months after the BHA's policy implementation, as well as BHA respondents' attitudes towards the smoke-free policy. We assessed tobacco smoke exposure via saliva cotinine, airborne apartment nicotine, and self-reported number of days smelling smoke in the home. We evaluated predictors of general satisfaction at follow-up using linear regression. RESULTS At follow-up, 91% of BHA respondents knew that smoking was not allowed in apartments and 82% were supportive of such a policy in their building. BHA residents believed enforcement of the smoke-free policy was low. Fifty-one percent of BHA respondents indicated that other residents "never" or "rarely" followed the new smoke-free rule and 41% of respondents were dissatisfied with policy enforcement. Dissatisfaction with enforcement was the strongest predictor of general housing satisfaction, while objective and self-reported measures of tobacco smoke exposure were not predictive of satisfaction. At follow-up, 24% of BHA participants had complained to someone in charge about policy violations. CONCLUSIONS Resident support for smoke-free policies is high. However, lack of enforcement of smoke-free policies may cause frustration and resentment among residents, potentially leading to a decrease in housing satisfaction. IMPLICATIONS Smoke-free housing laws are becoming increasingly prevalent, yet little is known about satisfaction and compliance with such policies post-implementation. We evaluated nonsmoking residents' attitudes about smoke-free rules and their satisfaction with enforcement 1 year after the BHA implemented its comprehensive smoke-free policy. We found that while residents were supportive of the policy, they believed enforcement was low, a perception that was associated with a drop in housing satisfaction. Our findings point to a desire for smoke-free housing among public housing residents, and the importance of establishing systems and guidelines to help landlords monitor and enforce these policies effectively.
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Affiliation(s)
- Slawa Rokicki
- Interfaculty Initiative in Health Policy, Harvard University , Cambridge, MA
| | - Gary Adamkiewicz
- Department of Environmental Health, Harvard T.H. Chan School of Public Health , Boston, MA
| | - Shona C Fang
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA.,New England Research Institutes, Inc, Watertown, MA
| | - Nancy A Rigotti
- Mongan Institute for Health Policy, Massachusetts General Hospital, Boston, MA.,Tobacco Research and Treatment Center, Massachusetts General Hospital, Boston, MA.,Department of Medicine, Harvard Medical School, Boston, MA
| | - Jonathan P Winickoff
- Tobacco Research and Treatment Center, Massachusetts General Hospital, Boston, MA.,Department of Medicine, Harvard Medical School, Boston, MA.,Division of General Academic Pediatrics and Center for Child and Adolescent Health Research and Policy, Massachusetts General Hospital, Boston, MA
| | - Douglas E Levy
- Mongan Institute for Health Policy, Massachusetts General Hospital, Boston, MA.,Tobacco Research and Treatment Center, Massachusetts General Hospital, Boston, MA.,Department of Medicine, Harvard Medical School, Boston, MA
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Levy DE, Adamkiewicz G, Rigotti NA, Fang SC, Winickoff JP. Changes in Tobacco Smoke Exposure following the Institution of a Smoke-Free Policy in the Boston Housing Authority. PLoS One 2015; 10:e0137740. [PMID: 26360258 PMCID: PMC4567081 DOI: 10.1371/journal.pone.0137740] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [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: 04/06/2015] [Accepted: 08/20/2015] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION To protect residents from tobacco smoke exposure (TSE), the Boston Housing Authority (BHA) prohibited smoking in BHA-owned apartments beginning in 2012. Our goal was to determine if the smoke-free policy reduced TSE for non-smoking BHA residents. METHODS We compared TSE before the smoke-free policy (2012) and one year later among BHA residents as well as residents of the neighboring Cambridge Housing Authority (CHA) where no such policy was in place. Participants were a convenience sample of adult non-smoking BHA and CHA residents cohabitating with only non-smokers. Main outcomes were 7-day airborne nicotine in participants' apartments; residents' saliva cotinine; and residents' self-reported TSE. RESULTS We enrolled 287 confirmed non-smokers (192 BHA, 95 CHA). Seventy-nine percent (229) were assessed at follow-up. At baseline, apartment and resident TSE were high in both housing authorities (detectable airborne nicotine: 46% BHA, 48% CHA; detectable saliva cotinine: 49% BHA, 70% CHA). At follow-up there were significant but similar declines in nicotine in both sites (detectable: -33% BHA, -39% CHA, p = 0.40). Detectable cotinine rose among BHA residents while declining among CHA participants (+17% BHA vs. -13% CHA, p = 0.002). Resident self-reported TSE within and outside of the housing environment decreased similarly for both BHA and CHA residents. CONCLUSIONS Apartment air nicotine decreased after the introduction of the smoke-free policy, though the decline may not have resulted from the policy. The BHA policy did not result in reduced individual-level TSE. Unmeasured sources of non-residential TSE may have contributed to BHA residents' cotinine levels.
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Affiliation(s)
- Douglas E. Levy
- Mongan Institute for Health Policy, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Tobacco Research and Treatment Center, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Gary Adamkiewicz
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Nancy A. Rigotti
- Mongan Institute for Health Policy, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Tobacco Research and Treatment Center, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Shona C. Fang
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- New England Research Institutes, Watertown, Massachusetts, United States of America
| | - Jonathan P. Winickoff
- Tobacco Research and Treatment Center, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- Division of General Pediatrics, Massachusetts General Hospital for Children, Boston, Massachusetts, United States of America
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15
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Fang SC, Schwartz J, Yang M, Yaggi HK, Bliwise DL, Araujo AB. Traffic-related air pollution and sleep in the Boston Area Community Health Survey. J Expo Sci Environ Epidemiol 2015; 25:451-6. [PMID: 24984980 PMCID: PMC4282629 DOI: 10.1038/jes.2014.47] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2013] [Revised: 04/18/2014] [Accepted: 05/16/2014] [Indexed: 05/23/2023]
Abstract
Little is known about environmental determinants of sleep. We investigated the association between black carbon (BC), a marker of traffic-related air pollution, and sleep measures among participants of the Boston Area Community Health Survey. We also sought to assess the impact of sociodemographic factors, health conditions, and season on associations. Residential 24-h BC was estimated from a validated land-use regression model for 3821 participants and averaged over 1-6 months and 1 year. Sleep measures included questionnaire-assessed sleep duration, sleep latency, and sleep apnea. Linear and logistic regression models controlling for confounders estimated the association between sleep measures and BC. Effect modification was tested with interaction terms. Main effects were not observed between BC and sleep measures. However, in stratified models, males experienced 0.23 h less sleep (95% CI: -0.42, -0.03) and those with low SES 0.25 h less sleep (95% CI: -0.48, -0.01) per IQR increase in annual BC (0.21 μg/m(3)). In blacks, sleep duration increased with annual BC (β=0.34 per IQR; 95% CI: 0.12, 0.57). Similar findings were observed for short sleep (≤5 h). BC was not associated with sleep apnea or sleep latency, however, long-term exposure may be associated with shorter sleep duration, particularly in men and those with low SES, and longer sleep duration in blacks.
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Affiliation(s)
- Shona C Fang
- 1] New England Research Institutes, Watertown, Massachusetts, USA [2] Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Joel Schwartz
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - May Yang
- New England Research Institutes, Watertown, Massachusetts, USA
| | - H Klar Yaggi
- Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Donald L Bliwise
- Department of Neurology, Emory University, Atlanta, Georgia, USA
| | - Andre B Araujo
- New England Research Institutes, Watertown, Massachusetts, USA
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Suarez E, Fang SC, Bliwise D, Yaggi HK, Araujo A. Disentangling racial/ethnic and socioeconomic differences in self-reported sleep measures: the Boston Area Community Health Survey. Sleep Health 2015; 1:90-97. [DOI: 10.1016/j.sleh.2015.02.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2015] [Revised: 02/20/2015] [Accepted: 02/22/2015] [Indexed: 10/23/2022]
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Goonesekera SD, Yang MH, Hall SA, Fang SC, Piccolo RS, McKinlay JB. Racial ethnic differences in type 2 diabetes treatment patterns and glycaemic control in the Boston Area Community Health Survey. BMJ Open 2015; 5:e007375. [PMID: 25967997 PMCID: PMC4431069 DOI: 10.1136/bmjopen-2014-007375] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2014] [Revised: 03/17/2015] [Accepted: 03/27/2015] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES Numerous studies continue to report poorer glycaemic control, and a higher incidence of diabetes-related complications among African-Americans and Hispanic-Americans as compared with non-Hispanic Caucasians with type 2 diabetes. We examined racial/ethnic differences in receipt of hypoglycaemic medications and glycaemic control in a highly insured Massachusetts community sample of individuals with type 2 diabetes. SETTING Community-based sample from Boston, Massachusetts, USA. PARTICIPANTS 682 patients with physician-diagnosed diabetes from the third wave of the Boston Area Community Health Survey (2010-2012). The study included approximately equal proportions of African-Americans, Hispanics and Caucasians. METHODS We examined racial/ethnic disparities in diabetes treatment by comparing proportions of individuals on mutually exclusive diabetes treatment regimens across racial/ethnic subgroups. Using multivariable linear and logistic regression, we also examined associations between race/ethnicity and glycaemic control in the overall population, and within treatment regimens, adjusting for age, gender, income, education, health insurance, health literacy, disease duration, diet and physical activity. RESULTS Among those treated (82%), the most commonly prescribed antidiabetic regimens were biguanides only (31%), insulin only (23%), and biguanides and insulin (16%). No overall racial/ethnic differences in treatment or glycaemic control (per cent difference for African-Americans: 6.18, 95% CI -1.00 to 13.88; for Hispanic-Americans: 1.01, 95% CI -10.42 to 12.75) were observed. Within regimens, we did not observe poorer glycaemic control for African-Americans prescribed biguanides only, insulin only or biguanides combined with insulin/sulfonylureas. However, African-Americans prescribed miscellaneous regimens had higher risk of poorer glycaemic control (per cent difference=23.37, 95% CI 7.25 to 43.33). There were no associations between glycaemic levels and Hispanic ethnicity overall, or within treatment regimens. CONCLUSIONS Findings suggest a lack of racial/ethnic disparities in diabetes treatment patterns and glycaemic control in this highly insured Massachusetts study population. Future studies are needed to understand impacts of increasing insurance coverage on racial/ethnic disparities in treatment patterns and related outcomes.
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Affiliation(s)
| | - May H Yang
- New England Research Institutes, Watertown, Massachusetts, USA
| | - Susan A Hall
- New England Research Institutes, Watertown, Massachusetts, USA
| | - Shona C Fang
- New England Research Institutes, Watertown, Massachusetts, USA
| | | | - John B McKinlay
- New England Research Institutes, Watertown, Massachusetts, USA
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Goonesekera SD, Fang SC, Piccolo RS, Florez JC, McKinlay JB. Biogeographic ancestry is associated with higher total body adiposity among African-American females: the Boston Area Community Health Survey. PLoS One 2015; 10:e0122808. [PMID: 25875902 PMCID: PMC4395279 DOI: 10.1371/journal.pone.0122808] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [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: 11/14/2014] [Accepted: 02/13/2015] [Indexed: 01/13/2023] Open
Abstract
OBJECTIVES The prevalence of obesity is disproportionately higher among African-Americans and Hispanics as compared to whites. We investigated the role of biogeographic ancestry (BGA) on adiposity and changes in adiposity in the Boston Area Community Health Survey. METHODS We evaluated associations between BGA, assessed via Ancestry Informative Markers, and adiposity (body mass index (BMI), percent body fat (PBF), and waist-to-hip ratio (WHR)) and changes in adiposity over 7 years for BMI and WHR and 2.5 years for PBF, per 10% greater proportion of BGA using multivariable linear regression. We also examined effect-modification by demographic and socio-behavioral variables. RESULTS We observed positive associations between West-African ancestry and cross-sectional BMI (percent difference=0.62%; 95% CI: 0.04%, 1.20%), and PBF (β=0.35; 95% CI: 0.11, 0.58). We also observed significant effect-modification of the association between West-African ancestry and BMI by gender (p-interaction: <0.002) with a substantially greater association in women. We observed no main associations between Native-American ancestry and adiposity but observed significant effect-modification of the association with BMI by diet (p-interaction: <0.003) with inverse associations among participants with higher Healthy Eating Scores. No associations were observed between BGA and changes in adiposity over time. CONCLUSION Findings support that West-African ancestry may contribute to high prevalence of total body adiposity among African-Americans, particularly African-American women.
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Affiliation(s)
- Sunali D. Goonesekera
- Department of Epidemiology and Biostatistics, New England Research Institutes, 480 Pleasant St., Watertown, MA 02472, United States of America
- * E-mail:
| | - Shona C. Fang
- Department of Epidemiology and Biostatistics, New England Research Institutes, 480 Pleasant St., Watertown, MA 02472, United States of America
- Department of Environmental Health, Harvard School of Public Health, Boston, MA 02115, United States of America
| | - Rebecca S. Piccolo
- Department of Epidemiology and Biostatistics, New England Research Institutes, 480 Pleasant St., Watertown, MA 02472, United States of America
| | - Jose C. Florez
- Diabetes Unit/ Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA 02114, United States of America
| | - John B. McKinlay
- Department of Epidemiology and Biostatistics, New England Research Institutes, 480 Pleasant St., Watertown, MA 02472, United States of America
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Laramie AK, Pun VC, Fang SC, Kriebel D, Davis L. Sharps Injuries among Employees of Acute Care Hospitals in Massachusetts, 2002–2007. Infect Control Hosp Epidemiol 2015; 32:538-44. [DOI: 10.1086/660012] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Objective.Sharps with engineered sharps injury protections (SESIPs) have been found to reduce risk of sharps injuries (Sis). We examined trends in SI rates among employees of acute care hospitals in Massachusetts, including the impact of SESIPs on SI trends during 2002-2007.Design.Prospective surveillance.Setting.Seventy-six acute care hospitals licensed by the Massachusetts Department of Public Health.Participants.Employees of acute care hospitals who reported Sis to their employers.Methods.Data on Sis in acute care hospitals collected by the Massachusetts Sharps Injury Surveillance System were used to examine trends in SI rates over time by occupation, hospital size, and device. Negative binomial regression was used to assess trends.Results.During 2002-2007, 16,158 Sis among employees of 76 acute care hospitals were reported to the surveillance system. The annual SI rate decreased by 22%, with an annual decline of 4.7% (P< .001). Rates declined significantly among nurses (—7.2% per year;P< .001) but not among physicians (—0.9% per year;P= .553). SI rates associated with winged steel needles and hypodermic needles and syringes also declined significantly as the proportion of injuries involving devices with sharps injury prevention features increased during the same time period.Conclusion.SI rates involving devices for which SESIPs are widely available and appear to be increasingly used have declined. The continued use of devices lacking SI protections for which SESIPs are available needs to be addressed. The extent to which injuries involving SESIPs are due to flaws in design or lack of experience and training must be examined.
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Fan T, Fang SC, Cavallari JM, Barnett IJ, Wang Z, Su L, Byun HM, Lin X, Baccarelli AA, Christiani DC. Heart rate variability and DNA methylation levels are altered after short-term metal fume exposure among occupational welders: a repeated-measures panel study. BMC Public Health 2014; 14:1279. [PMID: 25512264 PMCID: PMC4302115 DOI: 10.1186/1471-2458-14-1279] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2014] [Accepted: 12/11/2014] [Indexed: 02/03/2023] Open
Abstract
Background In occupational settings, boilermakers are exposed to high levels of metallic fine particulate matter (PM2.5) generated during the welding process. The effect of welding PM2.5 on heart rate variability (HRV) has been described, but the relationship between PM2.5, DNA methylation, and HRV is not known. Methods In this repeated-measures panel study, we recorded resting HRV and measured DNA methylation levels in transposable elements Alu and long interspersed nuclear element-1 (LINE-1) in peripheral blood leukocytes under ambient conditions (pre-shift) and right after a welding task (post-shift) among 66 welders. We also monitored personal PM2.5 level in the ambient environment and during the welding procedure. Results The concentration of welding PM2.5 was significantly higher than background levels in the union hall (0.43 mg/m3 vs. 0.11 mg/m3, p < 0.0001). The natural log of transformed power in the high frequency range (ln HF) had a significantly negative association with PM2.5 exposure (β = -0.76, p = 0.035). pNN10 and pNN20 also had a negative association with PM2.5 exposure (β = -0.16%, p = 0.006 and β = -0.13%, p = 0.030, respectively). PM2.5 was positively associated with LINE-1 methylation [β = 0.79%, 5-methylcytosince (%mC), p = 0.013]; adjusted for covariates. LINE-1 methylation did not show an independent association with HRV. Conclusions Acute decline of HRV was observed following exposure to welding PM2.5 and evidence for an epigenetic response of transposable elements to short-term exposure to high-level metal-rich particulates was reported. Electronic supplementary material The online version of this article (doi:10.1186/1471-2458-14-1279) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - David C Christiani
- Department of Environmental Health, Harvard School of Public Health, Boston, MA 02115, USA.
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Fang SC, Rosen RC, Vita JA, Ganz P, Kupelian V. Changes in erectile dysfunction over time in relation to Framingham cardiovascular risk in the Boston Area Community Health (BACH) Survey. J Sex Med 2014; 12:100-8. [PMID: 25293632 DOI: 10.1111/jsm.12715] [Citation(s) in RCA: 18] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
INTRODUCTION Erectile dysfunction (ED) is associated with cardiovascular disease (CVD); however, the association between change in ED status over time and future underlying CVD risk is unclear. AIM The aim of this study was to investigate the association between change in ED status and Framingham CVD risk, as well change in Framingham risk. METHODS We studied 965 men free of CVD in the Boston Area Community Health (BACH) Survey, a longitudinal cohort study with three assessments. ED was assessed with the five-item International Index of Erectile Function at BACH I (2002-2005) and BACH II (2007-2010) and classified as no ED/transient ED/persistent ED. CVD risk was assessed with 10-year Framingham CVD risk algorithm at BACH I and BACH III (2010-2012). Linear regression models controlled for baseline age, socio-demographic and lifestyle factors, as well as baseline Framingham risk. Models were also stratified by age (≥/< 50 years). MAIN OUTCOME MEASURES Framingham CVD risk and change in Framingham CVD risk were the main outcome measures. RESULTS Transient and persistent ED was significantly associated with increased Framingham risk and change in risk over time in univariate and age-adjusted models. In younger men, persistent ED was associated with a Framingham risk that was 1.58 percentage points higher (95% confidence interval [CI]: 0.11, 3.06) and in older men, a Framingham risk that was 2.54 percentage points higher (95% CI: -1.5, 6.59), compared with those without ED. Change in Framingham risk over time was also associated with transient and persistent ED in men <50 years, but not in older men. CONCLUSIONS Data suggest that even after taking into account other CVD risk factors, transient and persistent ED is associated with Framingham CVD risk and a greater increase in Framingham risk over time, particularly in younger men. Findings further support clinical assessment of CVD risk in men presenting with ED, especially those under 50 years.
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Affiliation(s)
- Shona C Fang
- Division of Epidemiology, New England Research Institutes, Inc., Watertown, MA, USA; Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA
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Fang SC, Subramanian SV, Piccolo R, Yang M, Yaggi HK, Bliwise DL, Araujo AB. Geographic variations in sleep duration: a multilevel analysis from the Boston Area Community Health (BACH) Survey. J Epidemiol Community Health 2014; 69:63-9. [PMID: 25199880 DOI: 10.1136/jech-2013-203256] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND Sleep plays an important role in health and varies by social determinants. Little is known, however, about geographic variations in sleep and the role of individual-level and neighbourhood-level factors. METHODS We used a multilevel modelling approach to quantify neighbourhood variation in self-reported sleep duration (very short <5 h; short 5-6.9 h; normative 7-8.9 h; long ≥9 h) among 3591 participants of the Boston Area Community Health Survey. We determined whether geographic variations persisted with control for individual-level demographic, socioeconomic status (SES) and lifestyle factors. We then determined the role of neighbourhood SES (nSES) in geographic variations. Additional models considered individual health factors. RESULTS Between neighbourhood differences accounted for a substantial portion of total variability in sleep duration. Neighbourhood variation persisted with control for demographics, SES and lifestyle factors. These characteristics accounted for a portion (6-20%) of between-neighbourhood variance in very short, short and long sleep, while nSES accounted for the majority of the remaining between-neighbourhood variances. Low and medium nSES were associated with very short and short sleep (eg, very short sleep OR=2.08; 95% CI 1.38 to 3.14 for low vs high nSES), but not long sleep. Further inclusion of health factors did not appreciably increase the amount of between-neighbourhood variance explained nor did it alter associations. CONCLUSIONS Sleep duration varied by neighbourhood in a diverse urban setting in the northeastern USA. Individual-level demographics, SES and lifestyle factors explained some geographic variability, while nSES explained a substantial amount. Mechanisms associated with nSES should be examined in future studies to help understand and reduce geographic variations in sleep.
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Affiliation(s)
- Shona C Fang
- New England Research Institutes, Inc, Watertown, Massachusetts, USA Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - S V Subramanian
- Department of Social and Behavioral Sciences, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Rebecca Piccolo
- New England Research Institutes, Inc, Watertown, Massachusetts, USA
| | - May Yang
- New England Research Institutes, Inc, Watertown, Massachusetts, USA
| | - H Klar Yaggi
- Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Donald L Bliwise
- Department of Neurology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Andre B Araujo
- New England Research Institutes, Inc, Watertown, Massachusetts, USA
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Lee MS, Eum KD, Fang SC, Rodrigues EG, Modest GA, Christiani DC. Oxidative stress and systemic inflammation as modifiers of cardiac autonomic responses to particulate air pollution. Int J Cardiol 2014; 176:166-70. [PMID: 25074558 DOI: 10.1016/j.ijcard.2014.07.012] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2014] [Accepted: 07/05/2014] [Indexed: 12/13/2022]
Abstract
BACKGROUND The role of oxidative stress and systemic inflammation on the association between personal exposures to ambient fine particulate matter ≤ 2.5 μm in diameter (PM2.5) and cardiac autonomic dysfunction, indicated by reduction in heart rate variability (HRV), has not been examined. METHODS We performed a repeated measures study on community adults in a densely populated inner city neighborhood in Boston, Massachusetts. Continuous ambulatory electrocardiogram (ECG) monitoring and personal exposure to PM2.5 were measured for up to two consecutive days. Peripheral blood and spot urine samples were collected at 12-hour intervals for the measurements of markers of inflammation including C-reactive protein (CRP), fibrinogen, white blood cell (WBC) and platelet counts as well as for the analysis of urinary 8-hydroxy-2'-deoxyguanosine (8-OHdG), a marker of oxidative DNA damage. RESULTS After adjusting for confounders, we found a pronounced decrease in nighttime standard deviation of normal-to normal intervals (SDNN): an interquartile range (IQR) increase in PM2.5 (13.6 μg/m(3)) was associated with an 8.4% decrease in SDNN (95% CI: -11.3 to -5.5). Compared with the lower eightieth percentile, significantly greater PM2.5 associated nighttime SDNN reductions were observed among subjects in the upper twentieth percentile of 8-OHdG by -25.3%, CRP by -24.9%, fibrinogen by -28.7%, WBC by -23.4%, and platelet counts by -24.0% (all P<0.0001; all P interaction<0.01). CONCLUSIONS These data suggest that oxidative stress and systemic inflammation exacerbate the adverse effects of PM2.5 on the cardiac autonomic function even at ambient levels of exposure.
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Affiliation(s)
- Mi-Sun Lee
- Environmental and Occupational Medicine and Epidemiology Program, Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA
| | - Ki-Do Eum
- Environmental and Occupational Medicine and Epidemiology Program, Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA
| | - Shona C Fang
- Environmental and Occupational Medicine and Epidemiology Program, Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA; New England Research Institutes, Inc., Watertown, MA, USA
| | - Ema G Rodrigues
- Environmental and Occupational Medicine and Epidemiology Program, Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA
| | - Geoffrey A Modest
- Upham's Corner Health Center, Boston University School of Medicine, Boston, MA, USA
| | - David C Christiani
- Environmental and Occupational Medicine and Epidemiology Program, Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA; Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
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Grashow R, Zhang J, Fang SC, Weisskopf MG, Christiani DC, Kile ML, Cavallari JM. Inverse association between toenail arsenic and body mass index in a population of welders. Environ Res 2014; 131:131-3. [PMID: 24721130 PMCID: PMC4035809 DOI: 10.1016/j.envres.2014.03.010] [Citation(s) in RCA: 20] [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] [Subscribe] [Scholar Register] [Received: 11/13/2013] [Revised: 02/14/2014] [Accepted: 03/11/2014] [Indexed: 05/20/2023]
Abstract
Recent data show that arsenic may play a role in obesity-related diseases. However, urinary arsenic studies report an inverse association between arsenic level and body mass index (BMI). We explored whether toenail arsenic, a long-term exposure measure, was associated with BMI in 74 welders with known arsenic exposure. BMI showed significant inverse associations with toenail arsenic (p=0.01), which persisted in models adjusted for demographics, diet and work history. It is unclear whether low arsenic biomarker concentrations in high BMI subjects truly reflect lower exposures, or instead reflect internal or metabolic changes that alter arsenic metabolism and tissue deposition.
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Affiliation(s)
- Rachel Grashow
- Department of Environmental Health, Harvard School of Public Health, Landmark Center, 401 Park Drive, 3rd Floor, Boston, MA 02215, USA.
| | - Jinming Zhang
- Department of Environmental Health, Harvard School of Public Health, Landmark Center, 401 Park Drive, 3rd Floor, Boston, MA 02215, USA
| | - Shona C Fang
- Department of Environmental Health, Harvard School of Public Health, Landmark Center, 401 Park Drive, 3rd Floor, Boston, MA 02215, USA; New England Research Institutes, Watertown, MA, USA
| | - Marc G Weisskopf
- Department of Environmental Health, Harvard School of Public Health, Landmark Center, 401 Park Drive, 3rd Floor, Boston, MA 02215, USA; Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
| | - David C Christiani
- Department of Environmental Health, Harvard School of Public Health, Landmark Center, 401 Park Drive, 3rd Floor, Boston, MA 02215, USA; Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
| | - Molly L Kile
- Department of Public Health, College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
| | - Jennifer M Cavallari
- Department of Environmental Health, Harvard School of Public Health, Landmark Center, 401 Park Drive, 3rd Floor, Boston, MA 02215, USA; Division of Occupational and Environmental Medicine, University of Connecticut Health Center, Farmington, CT, USA
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Grashow R, Zhang J, Fang SC, Weisskopf MG, Christiani DC, Cavallari JM. Toenail metal concentration as a biomarker of occupational welding fume exposure. J Occup Environ Hyg 2014; 11:397-405. [PMID: 24372360 PMCID: PMC4019688 DOI: 10.1080/15459624.2013.875182] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
In populations exposed to heavy metals, there are few biomarkers that capture intermediate exposure windows. We sought to determine the correlation between toenail metal concentrations and prior 12-month work activity in welders with variable, metal-rich, welding fume exposures. Forty-eight participants, recruited through a local union, provided 69 sets of toenail clippings. Union-supplied and worker-verified personal work histories were used to quantify hours welded and respirator use. Toenail samples were digested and analyzed for lead (Pb), manganese (Mn), cadmium (Cd), nickel (Ni), and arsenic (As) using ICP-MS. Spearman correlation coefficients were used to examine the correlation between toenail metal concentrations. Using mixed models to account for multiple participation times, we divided hours welded into three-month intervals and examined how weld hours correlated with log-transformed toenail Pb, Mn, Cd, Ni, and As concentrations. Highest concentrations were found for Ni, followed by Mn, Pb and As, and Cd. All the metals were significantly correlated with one another (rho range = 0.28-0.51), with the exception of Ni and As (rho = 0.20, p = 0.17). Using mixed models adjusted for age, respirator use, smoking status, and BMI, we found that Mn was associated with weld hours 7-9 months prior to clipping (p = 0.003), Pb was associated with weld hours 10-12 months prior to clipping (p = 0.03) and over the entire year (p = 0.04). Cd was associated with weld hours 10-12 months prior to clipping (p = 0.05), and also with the previous year's total hours welded (p = 0.02). The association between Ni and weld hours 7-9 months prior to clipping approached significance (p = 0.06). Toenail metal concentrations were not associated with the long-term exposure metric, years as a welder. Results suggest Mn, Pb, and Cd may have particular windows of relevant exposure that reflect work activity. In a population with variable exposure, toenails may serve as useful biomarkers for occupational metal fume exposures to Mn, Pb, and Cd during distinct periods over the year prior to sample collection.
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Affiliation(s)
- Rachel Grashow
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Jinming Zhang
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Shona C. Fang
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- New England Research Institutes, Watertown, MA
| | - Marc G. Weisskopf
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
| | - David C. Christiani
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Jennifer M. Cavallari
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- Division of Occupational and Environmental Medicine, University of Connecticut Health Center, Farmington, Connecticut, USA
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Zhang J, Fang SC, Mittleman MA, Christiani DC, Cavallari JM. Secondhand tobacco smoke exposure and heart rate variability and inflammation among non-smoking construction workers: a repeated measures study. Environ Health 2013; 12:83. [PMID: 24083379 PMCID: PMC3906998 DOI: 10.1186/1476-069x-12-83] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [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: 06/20/2013] [Accepted: 09/25/2013] [Indexed: 06/02/2023]
Abstract
BACKGROUND Although it has been well recognized that exposure to secondhand tobacco smoke (SHS) is associated with cardiovascular mortality, the mechanisms and time course by which SHS exposure may lead to cardiovascular effects are still being explored. METHODS Non-smoking workers were recruited from a local union and monitored inside a union hall while exposed to SHS over approximately 6 hours. Participants were fitted with a continuous electrocardiographic monitor upon enrollment which was removed at the end of a 24-hr monitoring period. A repeated measures study design was used where resting ECGs and blood samples were taken from individuals before SHS exposure (baseline), immediately following SHS exposure (post) and the morning following SHS exposure (next-morning).Inflammatory markers, including high sensitivity C-reactive protein (CRP) and white blood cell count (WBC) were analyzed. Heart rate variability (HRV) was analyzed from the ECG recordings in time (SDNN, rMSSD) and frequency (LF, HF) domain parameters over 5-minute periods. SHS exposure was quantified using a personal fine particulate matter (PM2.5) monitor.Linear mixed effects regression models were used to examine within-person changes in inflammatory and HRV parameters across the 3 time periods. Exposure-response relationships with PM2.5 were examined using mixed effects models. All models were adjusted for age, BMI and circadian variation. RESULTS A total of 32 male non-smokers were monitored between June 2010 and June 2012. The mean PM2.5 from SHS exposure was 132 μg/m3. Immediately following SHS exposure, a 100 μg/m3 increase in PM2.5 was associated with declines in HRV (7.8% [standard error (SE) =3%] SDNN, 8.0% (SE = 3.9%) rMSSD, 17.2% (SE = 6.3%) LF, 29.0% (SE = 10.1%) HF) and increases in WBC count 0.42 (SE = 0.14) k/μl. Eighteen hours following SHS exposure, a 100 μg/m3 increase in PM2.5 was associated with 24.2% higher CRP levels. CONCLUSIONS Our study suggest that short-term SHS exposure is associated with significantly lower HRV and higher levels of inflammatory markers. Exposure-associated declines in HRV were observed immediately following exposure while higher levels of CRP were not observed until 18 hours following exposure. Cardiovascular autonomic and inflammation responses may contribute to the pathophysiologic pathways that link SHS exposure with adverse cardiovascular outcomes.
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Affiliation(s)
- Jinming Zhang
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Shona C Fang
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- New England Research Institutes, Inc, Watertown, Massachusetts, USA
| | - Murray A Mittleman
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
- Harvard Medical School, Cardiovascular Epidemiology Research Unit, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - David C Christiani
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- Department of Medicine, Massachusetts General Hospital/Harvard Medical School, Boston, MA, USA
- Harvard Medical School, Cardiovascular Epidemiology Research Unit, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Jennifer M Cavallari
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- Division of Occupational and Environmental Medicine, University of Connecticut Health Center, Farmington, Connecticut, USA
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Araujo AB, Yaggi HK, Yang M, McVary KT, Fang SC, Bliwise DL. Sleep related problems and urological symptoms: testing the hypothesis of bidirectionality in a longitudinal, population based study. J Urol 2013; 191:100-6. [PMID: 23867307 DOI: 10.1016/j.juro.2013.07.011] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/10/2013] [Indexed: 12/13/2022]
Abstract
PURPOSE We evaluate the bidirectional association between urological symptoms (urinary incontinence, lower urinary tract symptoms and nocturia) and sleep related variables. MATERIALS AND METHODS Data were obtained from a prospective cohort study of 1,610 men and 2,535 women who completed baseline (2002 to 2005) and followup (2006 to 2010) phases of the BACH (Boston Area Community Health) Survey, a population based random sample survey. Sleep restriction (5 hours or less per night), restless sleep, sleep medication use and urological symptoms were assessed by self-report. Urinary incontinence was defined as weekly leakage or moderate/severe leakage, lower urinary tract symptoms (overall, obstructive, irritative) were defined by the AUA-SI (American Urological Association symptom index) and nocturia was defined as urinary frequency 2 or more times per night. RESULTS At the 5-year followup 10.0%, 8.5% and 16.0% of subjects newly reported lower urinary tract symptoms, urinary incontinence and nocturia, respectively, and 24.2%, 13.3% and 11.6% newly reported poor sleep quality, sleep restriction and use of sleep medication, respectively. Controlling for confounders, the odds of urological symptoms developing were consistently increased for subjects who reported poor sleep quality and sleep restriction at baseline, but only baseline nocturia was positively associated with incident sleep related problems at followup. Body mass index, a potential mediator, reduced selected associations between sleep and incident urinary incontinence and irritative symptoms, but C-reactive protein did not. CONCLUSIONS These data suggest that self-reported sleep related problems and urological symptoms are linked bidirectionally, and that body mass index may be a factor in the relationship between sleep and the development of urological symptoms.
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Affiliation(s)
- Andre B Araujo
- New England Research Institutes, Inc., Watertown, Massachusetts.
| | - H Klar Yaggi
- Yale University School of Medicine, New Haven, Connecticut
| | - May Yang
- New England Research Institutes, Inc., Watertown, Massachusetts
| | - Kevin T McVary
- Southern Illinois University School of Medicine, Springfield, Illinois
| | - Shona C Fang
- New England Research Institutes, Inc., Watertown, Massachusetts; Harvard School of Public Health, Boston, Massachusetts
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Fang SC, Mehta AJ, Hang JQ, Eisen EA, Dai HL, Zhang HX, Su L, Christiani DC. Cotton dust, endotoxin and cancer mortality among the Shanghai textile workers cohort: a 30-year analysis. Occup Environ Med 2013; 70:722-9. [PMID: 23828454 DOI: 10.1136/oemed-2012-100950] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND Although occupational exposure to cotton dust and endotoxin is associated with adverse respiratory health, associations with cancer are unclear. We investigated cancer mortality in relation to cotton dust and endotoxin exposure in the Shanghai textile workers cohort. METHODS We followed 444 cotton textile and a reference group of 467 unexposed silk workers for 30 years (26 777 person-years). HRs for all cancers combined (with and without lung cancer) and gastrointestinal cancer were estimated in Cox regression models as functions of cotton textile work and categories of cumulative exposure (low, medium, high), after adjustment for covariates including pack-years smoked. Different lag years accounted for disease latency. RESULTS Risks of mortality from gastrointestinal cancers and all cancers combined, with the exclusion of lung cancer, were increased in cotton workers relative to silk workers. When stratified by category of cumulative cotton exposure, in general, risks were greatest for 20-year lagged medium exposure (all cancers HR=2.7 (95% CI 1.4 to 5.2); cancer excluding lung cancer HR=3.4 (1.7-7.0); gastrointestinal cancer HR=4.1 (1.8-9.7)). With the exclusion of lung cancer, risks of cancer were more pronounced. When stratified by category of cumulative endotoxin exposure, consistent associations were not observed for all cancers combined. However, excluding lung cancer, medium endotoxin exposure was associated with all cancers and gastrointestinal cancer in almost all lag models. CONCLUSIONS Cotton dust may be associated with cancer mortality, especially gastrointestinal cancer, and endotoxin may play a causative role. Findings also indirectly support a protective effect of endotoxin on lung cancer.
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Affiliation(s)
- S C Fang
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
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Fang SC, Mehta AJ, Alexeeff SE, Gryparis A, Coull B, Vokonas P, Christiani DC, Schwartz J. Residential black carbon exposure and circulating markers of systemic inflammation in elderly males: the normative aging study. Environ Health Perspect 2012; 120:674-80. [PMID: 22336131 PMCID: PMC3346771 DOI: 10.1289/ehp.1103982] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2011] [Accepted: 02/15/2012] [Indexed: 05/19/2023]
Abstract
BACKGROUND Traffic-related particles (TRPs) are associated with adverse cardiovascular events. The exact mechanisms are unclear, but systemic inflammatory responses likely play a role. OBJECTIVES We conducted a repeated measures study among male participants of the Normative Aging Study in the greater Boston, Massachusetts, area to determine whether individual-level residential black carbon (BC), a marker of TRPs, is associated with systemic inflammation and whether coronary heart disease (CHD), diabetes, and obesity modify associations. METHODS We quantified markers of inflammation in 1,163 serum samples from 580 men. Exposure to BC up to 4 weeks prior was predicted from a validated spatiotemporal land-use regression model. Linear mixed effects models estimated the effects of BC on each marker while adjusting for potential confounders. RESULTS Associations between BC and blood markers were not observed in main effects models or when stratified by obesity status. However, BC was positively associated with markers of inflammation in men with CHD (particularly vascular endothelial growth factor) and in men with diabetes (particularly interleukin-1β and tumor necrosis factor-α). Significant exposure time windows varied by marker, although in general the strongest associations were observed with moving averages of 2-7 days after a lag of several days. CONCLUSIONS In an elderly male population, estimated BC exposures were positively associated with markers of systemic inflammation but only in men with CHD or diabetes.
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Affiliation(s)
- Shona C Fang
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA.
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Peters JL, Kubzansky LD, Ikeda A, Fang SC, Sparrow D, Weisskopf MG, Wright RO, Vokonas P, Hu H, Schwartz J. Lead concentrations in relation to multiple biomarkers of cardiovascular disease: the Normative Aging Study. Environ Health Perspect 2012; 120:361-366. [PMID: 22142875 PMCID: PMC3295335 DOI: 10.1289/ehp.1103467] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2011] [Accepted: 12/05/2011] [Indexed: 05/27/2023]
Abstract
BACKGROUND Lead exposure has been associated with cardiovascular disease (CVD) in animal and human studies. However, the mechanisms of action have not been fully elucidated. We therefore examined the relationship between lead and multiple biomarkers of CVD. METHODS Participants were older men from the Normative Aging Study without preexisting coronary heart disease, diabetes, or active infection at baseline (n = 426). Serum biomarkers included lipid profile [total cholesterol, high-density lipoprotein (HDL), low-density lipoprotein (LDL), and triglycerides] and inflammatory markers [C-reactive protein, intercellular adhesion molecule-1, interleukin-6, and tumor necrosis factor receptor-2 (TNF-R2)]. We measured lead in blood and in bone by K-shell X-ray fluorescence. In this sample, 194 men (44.3%) had two or more repeated measures, resulting in 636 observations for analysis. We conducted analyses using mixed effects models with random subject intercepts. RESULTS Lead levels were associated with several CVD biomarkers, including levels of TNF-R2 and lipid markers. Specifically, in multivariable models, a 50% increase in blood lead level was associated with 26% increased odds of high TNF-R2 levels (> 5.52 ng/mL; odds ratio = 1.26; 95% confidence interval: 1.09, 1.45). There were positive associations of blood lead level with total cholesterol and HDL levels, and these associations were more evident when modeled as continuous outcomes than when categorized using clinically relevant cut points. In addition, longitudinal analyses indicated a significant increase in TNF-R2 levels over time to be associated with high blood lead level at the preceding visit. CONCLUSIONS Blood lead level may be related with CVD in healthy older men through its association with TNF-R2 levels. In addition, the magnitude of the association of blood lead level with TNF-R2 level increased with age in the study population.
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Affiliation(s)
- Junenette L Peters
- Department of Environment Health, Harvard School of Public Health, Boston, Massachusetts, USA.
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Laohaudomchok W, Lin X, Herrick RF, Fang SC, Cavallari JM, Shrairman R, Landau A, Christiani DC, Weisskopf MG. Neuropsychological effects of low-level manganese exposure in welders. Neurotoxicology 2010; 32:171-9. [PMID: 21192973 DOI: 10.1016/j.neuro.2010.12.014] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2010] [Revised: 12/18/2010] [Accepted: 12/20/2010] [Indexed: 10/18/2022]
Abstract
While the neuropsychological effects of high manganese (Mn) exposure in occupational settings are well known, the effects of lower levels of exposure are less understood. In this study, we investigated the neuropsychological effects of lower level occupational Mn exposure in 46 male welders (mean age=37.4, S.D.=11.7 years). Each welders' cumulative Mn exposure indices (Mn-CEI) for the past 12 months and total work history Mn exposure were constructed based on air Mn measurements and work histories. The association between these exposure indices and performance on cognitive, motor control, and psychological tests was examined. In addition, among a subset of welders (n=24) who completed the tests both before and after a work shift, we examined the association between cross-shift Mn exposure assessed from personal monitoring and acute changes in test scores. Mn exposures in this study (median=12.9 μg/m³) were much lower, as compared to those observed in other similar studies. Increasing total Mn-CEI was significantly associated with slower reaction time on the continuous performance test (CPT; p<0.01), as well as worse mood for several scales on the Profile of Mood States (POMS; confused, tired, and a composite of tired and energetic, all p ≤ 0.03). Increasing Mn-CEI over the previous 12 months was significantly associated with worse mood on the sad, tense, and confused POMS scales (all p ≤ 0.03) and the association with worse CPT performance approached significance (p=0.10). Higher Mn exposure over the course of a workday was associated with worse performance on the CPT test across the day (p=0.06) as well as declines in fine motor control over the work-shift (p=0.04), adjusting for age and time between the 2 tests. Our study suggests that even at relatively low Mn exposure levels neuropsychological effects may manifest particularly with respect to attention, mood, and fine motor control.
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Affiliation(s)
- Wisanti Laohaudomchok
- Department of Environmental Health, Harvard School of Public Health, Boston, MA 02215, USA.
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Abstract
OBJECTIVE To compare the circadian variation of hourly heart rate variability (HRV) on work and non-workdays among boilermaker construction workers. METHOD A panel study of 18 males monitored by 24-h ambulatory ECG over 44 observation-days on paired work and non-workdays was conducted. ECGs were analysed and the SD of normal-to-normal beats index (SDNN(i)) was calculated from 5-min data and summarised hourly. SDNN(i)s over work and non-workdays were compared using linear mixed-effects models to account for repeated measures and harmonic regression to account for circadian variation. RESULTS Both work and non-work hourly HRV exhibited circadian variation with an increase in the evening and a decrease in the afternoon. SDNN(i) was lower on workdays as compared with non-workdays with the largest, statistically significant differences observed between 10:00 and 16:00, during active working. Lower SDNN(i), albeit smaller yet statistically significant differences, was also observed in the evening hours following work (17:00-21:00) and early morning (4:00). In regression models using all time periods, an average workday SDNN(i) was 8.1 ms (95% CI -9.8 to -6.3) lower than non-workday SDNN(i). The circadian pattern of HRV exhibited two peaks which differed on work and non-workdays. CONCLUSION While workday and non-workday HRV followed a circadian pattern, decreased HRV and variation of the circadian pattern were observed on workdays. Declines and changes in the circadian pattern of HRV is a concern among this exposed population.
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Affiliation(s)
- Jennifer M Cavallari
- Harvard School of Public Health, Department of Environmental Health, Environmental and Occupational Medicine and Epidemiology Program, 665 Huntington Ave, FXB-103, Boston, MA 02115, USA.
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Laohaudomchok W, Cavallari JM, Fang SC, Lin X, Herrick RF, Christiani DC, Weisskopf MG. Assessment of occupational exposure to manganese and other metals in welding fumes by portable X-ray fluorescence spectrometer. J Occup Environ Hyg 2010; 7:456-65. [PMID: 20526948 PMCID: PMC3072790 DOI: 10.1080/15459624.2010.485262] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Elemental analysis of welding fume samples can be done using several laboratory-based techniques. However, portable measurement techniques could offer several advantages. In this study, we sought to determine whether the portable X-ray fluorescence spectrometer (XRF) is suitable for analysis of five metals (manganese, iron, zinc, copper, and chromium) on 37-mm polytetrafluoroethylene filters. Using this filter fitted on a cyclone in line with a personal pump, gravimetric samples were collected from a group of boilermakers exposed to welding fumes. We assessed the assumption of uniform deposition of these metals on the filters, and the relationships between measurement results of each metal obtained from traditional laboratory-based XRF and the portable XRF. For all five metals of interest, repeated measurements with the portable XRF at the same filter area showed good consistency (reliability ratios are equal or close to 1.0 for almost all metals). The portable XRF readings taken from three different areas of each filter were not significantly different (p-values = 0.77 to 0.98). This suggested that the metal rich PM(2.5) deposits uniformly on the samples collected using this gravimetric method. For comparison of the two XRFs, the results from the portable XRF were well correlated and highly predictive of those from the laboratory XRF. The Spearman correlation coefficients were from 0.325 for chromium, to 0.995 for manganese and 0.998 for iron. The mean differences as a percent of the mean laboratory XRF readings were also small (<5%) for manganese, iron, and copper. The differences were greater for zinc and chromium, which were present at very low amounts in our samples and below the limits of detection of the portable XRF for many of the samples. These five metals were moderately to strongly correlated with the total fine particle fraction on filters (Spearman rho = 0.41 for zinc to 0.97 for iron). Such strong correlations and comparable results suggested that the portable XRF could be used as an effective and reliable tool for exposure assessment in many studies.
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Affiliation(s)
- Wisanti Laohaudomchok
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts 02215, USA.
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Fang SC, Eisen EA, Cavallari JM, Mittleman MA, Christiani DC. Circulating adhesion molecules after short-term exposure to particulate matter among welders. Occup Environ Med 2009; 67:11-6. [PMID: 19736177 DOI: 10.1136/oem.2008.043794] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND Studies from several countries indicate that welders experience increased risk of mortality and morbidity from ischaemic heart disease. Although the underlying mechanisms are unclear, vascular responses to particulate matter contained in welding fumes may play a role. To investigate this, we studied the acute effects of welding fume exposure on the endothelial component of vascular function, as measured by circulating adhesion molecules involved in leukocyte adhesion (sICAM-1 and sVCAM-1) and coagulation (vWF). METHODS A panel of 26 male welders was studied repeatedly across a 6 h work-shift on a high exposure welding day and/or a low exposure non-welding day. Personal PM(2.5) exposure was measured throughout the work-shift. Blood samples were collected in the morning (baseline) prior to the exposure period, immediately after the exposure period, and the following morning. To account for the repeated measurements, we used linear mixed models to evaluate the effects of welding (binary) and PM(2.5) (continuous) exposure on each blood marker, adjusting for baseline blood marker concentration, smoking, age and time of day. RESULTS Welding and PM(2.5) exposure were significantly associated with a decrease in sVCAM-1 in the afternoon and the following morning and an increase in vWF in the afternoon. CONCLUSIONS The data suggest that welding and short-term occupational exposure to PM(2.5) may acutely affect the endothelial component of vascular function.
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Affiliation(s)
- S C Fang
- Environmental and Occupational Medicine and Epidemiology Program, Department of Environmental Health, Harvard School of Public Health, 665 Huntington Avenue, FXB 103, Boston, MA 02115, USA.
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Fang SC, Cavallari JM, Eisen EA, Chen JC, Mittleman MA, Christiani DC. Vascular function, inflammation, and variations in cardiac autonomic responses to particulate matter among welders. Am J Epidemiol 2009; 169:848-56. [PMID: 19153215 DOI: 10.1093/aje/kwn405] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [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: 12/12/2022] Open
Abstract
Patients with health conditions associated with impaired vascular function and inflammation may be more susceptible to the adverse health effects of fine particulate (particulate matter with a mass median aerodynamic diameter of </=2.5 mum (PM(2.5))) exposure. In 2006, the authors conducted a panel study to investigate directly whether vascular function and inflammation (assessed by C-reactive protein) modify PM(2.5)-associated reductions in heart rate variability among 23 young male workers (mean age, 40 years) from Massachusetts. Concurrent 24-hour ambulatory electrocardiogram and personal PM(2.5) exposure information was collected over a total of 36 person-days, including either or both welding and nonwelding days. Linear mixed models were used to examine the 5-minute standard deviation of normal-to-normal intervals (SDNN) in relation to the moving PM(2.5) averages in the preceding 1-4 hours. C-reactive protein levels and 3 measures of vascular function (augmentation index, mean arterial pressure, and pulse pressure) were determined at baseline. The authors observed an inverse association between the 1-hour PM(2.5) and 5-minute SDNN. Greater SDNN declines were observed among those with C-reactive protein (P(interaction) < 0.001) and augmentation index (P = 0.06) values at or above the 75th percentile and pulse pressure values below the 75th percentile (P < 0.001). Systemic inflammation and poorer vascular function appear to aggravate particle-related declines in heart rate variability among workers.
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Fang SC, Eisen EA, Cavallari JM, Mittleman MA, Christiani DC. Acute changes in vascular function among welders exposed to metal-rich particulate matter. Epidemiology 2008; 19:217-25. [PMID: 18300696 DOI: 10.1097/ede.0b013e31816334dc] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
BACKGROUND Although welding fume exposure is associated with adverse cardiovascular outcomes, the mechanisms remain unclear. To investigate the role of vascular function, we assessed levels of the augmentation index (a correlate of arterial stiffness) after short-term exposure to welding-derived fine particulate matter (PM2.5). METHODS In a panel study, we monitored 26 male welders over 24 hours on a welding day (n = 25), a non-welding day (n = 15), or both (n = 14). Augmentation index (expressed as a percent) was obtained in the morning before exposure (baseline) and after exposure in the afternoon and the following morning. Personal PM2.5 exposure was measured over 6 hours of welding or an equivalent non-welding period. We used linear mixed models adjusting for baseline augmentation index, smoking, age, and time to evaluate the effects of welding (binary) and PM2.5 (continuous) on augmentation index levels. We also assessed modification by welding exposure the day before monitoring (binary). RESULTS Welding was associated with a 2.8% increase in afternoon augmentation index (95% confidence interval = -1.4 to 7.0) and a 2.4% decrease (-6.9 to 2.2) in next-morning augmentation index. Additional exposure the day prior to monitoring was associated with a greater afternoon increase (5.1%; 0.8 to 9.5). Using PM2.5 concentration, a positive association was observed in the afternoon and an inverse association the next morning; results differed by previous day's welding status after excluding outliers. CONCLUSIONS Subsequent to welding fume exposure, there is an increase in afternoon augmentation index and a decrease in next-morning augmentation index, with greater changes after consecutive days of exposure. These results suggest that exposure to the PM2.5 component of welding fume elicits acute adverse vascular responses.
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Affiliation(s)
- Shona C Fang
- Department of Environmental Health, Harvard School of Public Health, Boston, MA 02115, USA
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Cavallari JM, Eisen EA, Fang SC, Schwartz J, Hauser R, Herrick RF, Christiani DC. PM2.5 metal exposures and nocturnal heart rate variability: a panel study of boilermaker construction workers. Environ Health 2008; 7:36. [PMID: 18613971 PMCID: PMC2481261 DOI: 10.1186/1476-069x-7-36] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.6] [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: 01/07/2008] [Accepted: 07/09/2008] [Indexed: 05/19/2023]
Abstract
BACKGROUND To better understand the mechanism(s) of particulate matter (PM) associated cardiovascular effects, research priorities include identifying the responsible PM characteristics. Evidence suggests that metals play a role in the cardiotoxicity of fine PM (PM2.5) and in exposure-related decreases in heart rate variability (HRV). We examined the association between daytime exposure to the metal content of PM2.5 and night HRV in a panel study of boilermaker construction workers exposed to metal-rich welding fumes. METHODS Twenty-six male workers were monitored by ambulatory electrocardiogram (ECG) on a workday while exposed to welding fume and a non-workday (baseline). From the ECG, rMSSD (square root of the mean squared differences of successive intervals) was summarized over the night (0:00-7:00). Workday, gravimetric PM2.5 samples were analyzed by x-ray fluorescence to determine metal content. We used linear mixed effects models to assess the associations between night rMSSD and PM2.5 metal exposures both with and without adjustment for total PM2.5. Matched ECG measurements from the non-workday were used to control for individual cardiac risk factors and models were also adjusted for smoking status. To address collinearity between PM2.5 and metal content, we used a two-step approach that treated the residuals from linear regression models of each metal on PM2.5 as surrogates for the differential effects of metal exposures in models for night rMSSD. RESULTS The median PM2.5 exposure was 650 microg/m3; median metal exposures for iron, manganese, aluminum, copper, zinc, chromium, lead, and nickel ranged from 226 microg/m3 to non-detectable. We found inverse linear associations in exposure-response models with increased metal exposures associated with decreased night rMSSD. A statistically significant association for manganese was observed, with a decline of 0.130 msec (95% CI: -0.162, -0.098) in night rMSSD for every 1 microg/m3 increase in manganese. However, even after adjusting for individual metals, increases in total PM2.5 exposures were associated with declines in night rMSSD. CONCLUSION These results support the cardiotoxicity of PM2.5 metal exposures, specifically manganese. However the metal component alone did not account for the observed declines in night HRV. Therefore, results suggest the importance of other PM elemental components.
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Affiliation(s)
- Jennifer M Cavallari
- Department of Environmental Health, Harvard School of Public Health, 665 Huntington Ave, Boston, MA, 02115, USA
| | - Ellen A Eisen
- Department of Environmental Health, Harvard School of Public Health, 665 Huntington Ave, Boston, MA, 02115, USA
| | - Shona C Fang
- Department of Environmental Health, Harvard School of Public Health, 665 Huntington Ave, Boston, MA, 02115, USA
| | - Joel Schwartz
- Department of Environmental Health, Harvard School of Public Health, 665 Huntington Ave, Boston, MA, 02115, USA
| | - Russ Hauser
- Department of Environmental Health, Harvard School of Public Health, 665 Huntington Ave, Boston, MA, 02115, USA
| | - Robert F Herrick
- Department of Environmental Health, Harvard School of Public Health, 665 Huntington Ave, Boston, MA, 02115, USA
| | - David C Christiani
- Department of Environmental Health, Harvard School of Public Health, 665 Huntington Ave, Boston, MA, 02115, USA
- Pulmonary and Critical Care Unit, Department of Medicine, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA
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Cavallari JM, Fang SC, Eisen EA, Schwartz J, Hauser R, Herrick RF, Christiani DC. Time course of heart rate variability decline following particulate matter exposures in an occupational cohort. Inhal Toxicol 2008; 20:415-22. [PMID: 18302049 DOI: 10.1080/08958370801903800] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Although research suggests that particles influence cardiac autonomic response as evidenced by decreases in heart rate variability (HRV), the time course of the response remains unclear. Using a crossover panel study, we monitored 36 male boilermaker welders, occupationally exposed to metal-rich particulate matter (PM) to investigate the temporal trend of hourly HRV subsequent to PM exposure. Ambulatory electrocardiograms were collected over work (exposure) and non-work (control) periods and the mean of the standard deviations of all normal-to-normal intervals for all 5-min segments (SDNN(i)) was calculated hourly for up to 14-hrs post-work. The exposure-response relationship was examined with linear mixed effects regression models to account for participants monitored over multiple occasions. Models were adjusted for non-work HRV to control for diurnal fluctuations and individual predictors of HRV. The mean (SD) work PM(2. 5) concentration was 1.12 (0.76) mg/m(3). Hourly SDNN(i) was consistently lower post-work as compared to the same time period on a non-work day. HRV was inversely associated with work PM(2. 5) exposures in each of the 14-hrs post-work. The hourly associations suggested an early and later phase response, with the largest regression coefficients observed 2-3 hrs (beta = -6.86 (95% CI: -11.91, -1.81) msec/1 mg/m(3) at 3-hrs), and then 9-13 hrs (beta = -8.60 (95% CI: -17.45, 0.24) msec/1 mg/m(3) at 11-hrs), after adjusting for non-work HRV, smoking status, and age. This investigation demonstrates declines in HRV for up to 14 hours following PM exposure and a multiphase cardiovascular autonomic response with immediate (2 hrs) and delayed (9-13 hrs) responses.
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Affiliation(s)
- Jennifer M Cavallari
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA.
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Cavallari JM, Eisen EA, Chen JC, Fang SC, Dobson CB, Schwartz J, Christiani DC. Night heart rate variability and particulate exposures among boilermaker construction workers. Environ Health Perspect 2007; 115:1046-51. [PMID: 17637921 PMCID: PMC1913585 DOI: 10.1289/ehp.10019] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2006] [Accepted: 04/05/2007] [Indexed: 05/08/2023]
Abstract
BACKGROUND Although studies have documented the association between heart rate variability (HRV) and ambient particulate exposures, the association between HRV, especially at night, and metal-rich, occupational particulate exposures remains unclear. OBJECTIVE Our goal in this study was to investigate the association between long-duration HRV, including nighttime HRV, and occupational PM(2.5) exposures. METHODS We used 24-hr ambulatory electrocardiograms (ECGs) to monitor 36 male boilermaker welders (mean age of 41 years) over a workday and nonworkday. ECGs were analyzed for HRV in the time domain; rMSSD (square root of the mean squared differences of successive intervals), SDNN (SD of normal-to-normal intervals over entire recording), and SDNN(i) (SDNN for all 5-min segments) were summarized over 24-hr, day (0730-2130 hours), and night (0000-0700 hours) periods. PM(2.5) (particulate matter with an aerodynamic diameter </= 2.5 microm) exposures were monitored over the workday, and 8-hr time-weighted average concentrations were calculated. We used linear regression to assess the associations between HRV and workday particulate exposures. Matched measurements from a nonworkday were used to control for individual cardiac risk factors. RESULTS Mean (+/- SD) PM(2.5) exposure was 0.73 +/- 0.50 mg/m(3) and ranged from 0.04 to 2.70 mg/m(3). We observed a consistent inverse exposure-response relationship, with a decrease in all HRV measures with increased PM(2.5) exposure. However, the decrease was most pronounced at night, where a 1-mg/m(3) increase in PM(2.5) was associated with a change of -8.32 [95% confidence interval (CI), -16.29 to -0.35] msec nighttime rMSSD, -14.77 (95% CI, -31.52 to 1.97) msec nighttime SDNN, and -8.37 (95% CI, -17.93 to 1.20) msec nighttime SDNN(i), after adjusting for nonworking nighttime HRV, age, and smoking. CONCLUSION Metal-rich particulate exposures were associated with decreased long-duration HRV, especially at night. Further research is needed to elucidate which particulate metal constituent is responsible for decreased HRV.
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Affiliation(s)
- Jennifer M. Cavallari
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Ellen A. Eisen
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Jiu-Chiuan Chen
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- Department of Epidemiology, UNC School of Public Health, Chapel Hill, North Carolina, USA
| | - Shona C. Fang
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Christine B. Dobson
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Joel Schwartz
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - David C. Christiani
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Massachusetts General Hospital, Boston, Massachusetts, USA
- Address correspondence to D.C. Christiani, Environmental and Occupational Medicine and Epidemiology, Harvard School of Public Health, 665 Huntington Ave., SPH1-1402, Boston, MA 02115 USA. Telephone: (617) 432-3323. Fax: (617) 432-3441. E-mail:
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Abstract
Heartbeat detection is very important for retrieving the vital signs of heart functions. The morphologies and inter-beat intervals of heartbeats can reveal the condition of heart contraction. In this paper, we developed a heartbeat information integration scheme to deal with the information yielded by the energy thresholding and template match methods, which are usually used to detect the heartbeats and match the QRS, respectively. The proposed method are developed in SIMULINK 2.0 and assessed by the MIT/BIH arrhythmia database. The result demonstrated excellent sensitivity of detecting QRS and ventricular premature contraction in the proposed method.
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Affiliation(s)
- H L Chan
- Department of Electrical Engineering, Chang Gung University, TaoYuan, Taiwan
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Fang SC, Chan HL, Chen WH. Approximate entropy analysis of electroencephalogram in vasovagal syncope on tilt table test. Conf Proc IEEE Eng Med Biol Soc 2007; 2006:590-2. [PMID: 17271745 DOI: 10.1109/iembs.2004.1403226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Thirty vasovagal attacks on sublingual nitroglycerin stressed tilting test were selected. By the method of shifting window along the continuous EEG signals the linear (spectral power and coherence) and nonlinear (approximate entropy) EEG features of the whole course in the tilt table test were demonstrated. Of all the EEG parameters approximate entropy is a more sensitive index in clarifying stages of various degree of tilting stress and in identifying the syncopal transient.
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Affiliation(s)
- S C Fang
- Dept. of Neurology, Shin-Kong WHS Memorial Hospital, Taipei, Taiwan
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Abstract
The coma is common in intensive care units. The bedside physical examination provides a means to measuring the neurological status, but it cannot be a continuous evaluation, whereas electroencephalogram (EEG) can reflect the immediate electrical activities of the brain. In this paper, we investigate the spectral parameters, complexity and irregular measures, and spectral entropy in the coma. Compared to the normal subject, the EEG of the coma has a dominance of slow wave, low complexity, less irregularity, and low spectral entropy. This result demonstrates the possibility to use EEG analysis for the monitoring of neurological function.
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Affiliation(s)
- H L Chan
- Dept. of Electr. Eng., Chang-Gung Univ., Taoyuan, Taiwan
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Abstract
OBJECTIVE We assessed the association between cotton textile work and cancer mortality. METHODS The cancer mortality experience of 912 (444 cotton, 468 silk) textile workers in Shanghai, China, was compared. Workers were followed from 1981 to 2003. The associations between cotton textile work and death due to all cancers combined (with and without lung cancer) and to gastrointestinal cancers were estimated with Cox models, adjusting for age, work years, and pack-years. RESULTS There were 69 deaths. The adjusted hazard rate ratio (HR) was 2.10 (95% confidence interval [CI], 0.98-4.47) for all cancers combined and 2.56 (95% CI, 1.14-5.74) after excluding lung cancer. For gastrointestinal cancers, the adjusted HR was 2.09 (95% CI, 0.83-5.27). CONCLUSIONS These preliminary data suggest that, with the exception of lung cancer, cotton workers have significantly higher cancer mortality rates than silk workers.
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Affiliation(s)
- Shona C Fang
- Department of Environmental Health (Occupational Health Program), Harvard School of Public Health, Boston, Massachusetts 02115, USA
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Abstract
Spectral analysis of heart rate variability provides a probe to assess the function of the sympathetic and parasympathetic nervous systems. Time-frequency analysis of heart rate variability is useful for investigating autonomic nervous function in patients with syncope or non-sustained ventricular tachycardia, or in anaesthesia, etc. In this paper, we developed an algorithm for continuous and online analysis of heart rate variability. The algorithm was simulated and evaluated in MATLAB, and implemented on the digital signal processor. The electrocardiogram signals from MIT/BIH arrhythmia database and one patient with syncope demonstrate the capability of the proposed method in the continuous and online analysis of heart rate variability.
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Affiliation(s)
- H L Chan
- Department of Electrical Engineering, Chang Gung University, 259 Wen-Hwa 1st Road, Kwei-Shan, Tao-Yuan, Taiwan.
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Fernandez DE, Heck GR, Perry SE, Patterson SE, Bleecker AB, Fang SC. The embryo MADS domain factor AGL15 acts postembryonically. Inhibition of perianth senescence and abscission via constitutive expression. Plant Cell 2000; 12:183-98. [PMID: 10662856 PMCID: PMC139757 DOI: 10.1105/tpc.12.2.183] [Citation(s) in RCA: 114] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/1999] [Accepted: 11/21/1999] [Indexed: 05/20/2023]
Abstract
AGL15 (AGAMOUS-like 15), a member of the MADS domain family of regulatory factors, accumulates preferentially throughout the early stages of the plant life cycle. In this study, we investigated the expression pattern and possible roles of postembryonic accumulation of AGL15. Using a combination of reporter genes, RNA gel blot analysis, and immunochemistry, we found that the AGL15 protein accumulates transiently in the shoot apex in young Arabidopsis and Brassica seedlings and that promoter activity is associated with the shoot apex and the base of leaf petioles throughout the vegetative phase. During the reproductive phase, AGL15 accumulates transiently in floral buds. When AGL15 was expressed in Arabidopsis under the control of a strong constitutive promoter, we noted a striking increase in the longevity of the sepals and petals as well as delays in a selected set of age-dependent developmental processes, including the transition to flowering and fruit maturation. Although ethylene has been implicated in many of these same processes, the effects of AGL15 could be clearly distinguished from the effects of the ethylene resistant1-1 mutation, which confers dominant insensitivity to ethylene. By comparing the petal breakstrength (the force needed to remove petals) for flowers of different ages, we determined that ectopic AGL15 had a novel effect: the breakstrength of petals initially declined, as occurs in the wild type, but was then maintained at an intermediate value over a prolonged period. Abscission-associated gene expression and structural changes were also altered in the presence of ectopic AGL15.
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Affiliation(s)
- D E Fernandez
- Department of Botany, 430 Lincoln Drive, University of Wisconsin, Madison, Wisconsin 53706-1381, USA.
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Lin CN, Lu CM, Lin HC, Fang SC, Shieh BJ, Hsu MF, Wang JP, Ko FN, Teng CM. Novel antiplatelet constituents from formosan moraceous plants. J Nat Prod 1996; 59:834-838. [PMID: 8864236 DOI: 10.1021/np960376j] [Citation(s) in RCA: 46] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Sixteen constituents from Formosan Moraceous plants were tested for their antiplatelet activities in rabbit platelet suspension and human platelet-rich plasma. Cycloartocarpin A, cycloheterophyllin, broussochalcone A, kazinol A, broussoaurone A, and broussoflavonol F showed strong inhibition of arachidonic acid (AA)-induced platelet aggregation. Of the compounds tested, broussochalcone A exhibited the most potent inhibition of platelet aggregation induced by AA (IC50 = 6.8 microM). The antiplatelet effects of cycloheterophyllin, broussochalcone A, kazinol B, broussoaurone A, and broussoflavonol F are partially due to an inhibitory effect on cyclooxygenase.
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Affiliation(s)
- C N Lin
- School of Pharmacy, Kaohsiung Medical College, Taiwan, Republic of China
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Yu SM, Lee YC, Fang SC, Chan MT, Hwa SF, Liu LF. Sugars act as signal molecules and osmotica to regulate the expression of alpha-amylase genes and metabolic activities in germinating cereal grains. Plant Mol Biol 1996; 30:1277-1289. [PMID: 8704135 DOI: 10.1007/bf00019558] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
The molecular mechanisms that initiate and control the metabolic activities of seed germination are largely unknown. Sugars may play important roles in regulating such metabolic activities in addition to providing an essential carbon source for the growth of young seedlings and maintaining turgor pressure for the expansion of tissues during germination. To test this hypothesis, we investigated the physiological role of sugars in the regulation of alpha-amylase gene expression and carbohydrate metabolism in embryo and endosperm of germinating rice seeds. RNA gel blot analysis revealed that in the embryo and aleurone cells, expression of four alpha-amylase genes was differentially regulated by sugars via mechanisms beyond the well-known hormonal control mechanism. In the aleurone cells, expression of these alpha-amylase genes was regulated by gibberellins produced in the embryo and by osmotically active sugars. In the embryo, expression of two alpha-amylase genes and production of gibberellins were transient, and were probably induced by depletion of sugars in the embryo upon imbibition, and suppressed by sugars influx from the endosperm as germination proceeded. The deferential expression of the four alpha-amylase genes in the embryo and aleurone cells was probably due to their markedly different sensitivities to changes in tissue sugar levels. Our study supports a model in which sugars regulate the expression of alpha-amylase genes in a tissue-specific manner: via a feedback control mechanism in the embryo and via an osmotic control mechanism in the aleurone cells. An interactive loop among sugars, gibberellins, and alpha-amylase genes in the germinating cereal grain is proposed.
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Affiliation(s)
- S M Yu
- Institute of Molecular Biology, Academia Sinica, Taipei, Taiwan, ROC
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48
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Abstract
2,3- and 3,4-Dihydroxyxanthone react with ethyl 2,3-dibromopropanoate to form the new, substituted 1,4-benzodioxanes 3 and 4, respectively. The regioisomers 3a and 3b; 4a and 4b were separated by column chromatography and characterized for evaluation of the antiplatelet effects in rabbit washed platelets and human platelet-rich plasma. The ethoxycarbonyl derivatives 3a (20 microM) and 3b (20 microM) strongly inhibited the aggregation of rabbit washed platelets induced by arachidonic acid and collagen. The compound 4b showed the most potent inhibition of rabbit washed-platelet aggregation induced by arachidonic acid (IC50 = 8.3 microM). Of the compounds tested in human platelet-rich plasma, compound 4b exhibited the most potent inhibition of primary and secondary aggregation induced by adrenaline (IC50 = 8.6 microM). We conclude that the antiplatelet effects of these four ethoxycarbonyl derivatives are mainly due to an inhibitory effect on thromboxane formation and interference in the adrenaline-receptor interaction.
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Affiliation(s)
- C N Lin
- Natural Products Research Centre, Kaohsiung Medical College, Taiwan, R.O.C
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49
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Abstract
PR toxin, a mycotoxin from cultures of Penicillium roqueforti, inhibited the in vitro activities of rat liver DNA polymerase alpha, beta, and gamma irrespectively of the nature of template-primer used. The concentration required for 50% inhibition of DNA polymerase alpha was 5-6 X 10(-6) M, while those for DNA polymerase beta and gamma were several times higher. By using DNA polymerase beta as a model, and based on the enzyme and template-primer concentration effects and also from the kinetic analysis on PR toxin inhibition, we concluded that two action mechanisms of PR toxin inhibition on in vitro DNA synthesis are operative. Inhibition of the in vitro DNA synthesis directed by DNA template was mediated primarily through alteration of the enzyme itself, whereas in the DNA synthesis reaction directed by RNA template DNA primer, the impairment of template or primer function due to PR toxin treatment probably had occurred. The inhibition of DNA polymerase by PR toxin persisted even after exhaustive dialysis. Addition of PR toxin to an ongoing reaction also inhibited DNA synthesis. Inactivation of DNA polymerase activity of PR toxin likely involved some essential amino acid residues other than sulfhydryl groups.
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50
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Browne CL, Fang SC. Differential uptake of mercury vapor by gramineous c(3) and c(4) plants. Plant Physiol 1983; 72:1040-2. [PMID: 16663117 PMCID: PMC1066371 DOI: 10.1104/pp.72.4.1040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
The uptake of mercury vapor by six gramineous plant species was compared under uniform conditions using a whole-plant chamber and (203)Hg-labeled mercury at a low atmospheric concentration. Mean Hg uptake by leaves of the C(3) species oats (Avena sativa), barley (Hordeum vulgare), and wheat (Triticum aestivum) was 5 times greater than that by leaves of the C(4) species corn (Zea mays), sorghum (Sorghum bicolor), and crabgrass (Digitaria sanguinalis). Although there was a difference in resistances associated with vapor entry into the leaves, as shown by estimates of gas exchange, the differential uptake by C(3) and C(4) species was largely attributable to internal resistances to Hg vapor binding. The nature of the internal resistances and the site or sites of Hg vapor binding remain unspecified.
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Affiliation(s)
- C L Browne
- Department of Agricultural Chemistry and Environmental Health Sciences Center, Oregon State University, Corvallis, Oregon 97331
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