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Larkin A, Kim JS, Kim N, Baek SH, Yamada S, Park K, Tai K, Yanagi Y, Park JH. Accuracy of artificial intelligence-assisted growth prediction in skeletal Class I preadolescent patients using serial lateral cephalograms for a 2-year growth interval. Orthod Craniofac Res 2024. [PMID: 38321788 DOI: 10.1111/ocr.12764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/23/2024] [Indexed: 02/08/2024]
Abstract
OBJECTIVE To investigate the accuracy of artificial intelligence-assisted growth prediction using a convolutional neural network (CNN) algorithm and longitudinal lateral cephalograms (Lat-cephs). MATERIALS AND METHODS A total of 198 Japanese preadolescent children, who had skeletal Class I malocclusion and whose Lat-cephs were available at age 8 years (T0) and 10 years (T1), were allocated into the training, validation, and test phases (n = 161, n = 17, n = 20). Orthodontists and the CNN model identified 28 hard-tissue landmarks (HTL) and 19 soft-tissue landmarks (STL). The mean prediction error values were defined as 'excellent,' 'very good,' 'good,' 'acceptable,' and 'unsatisfactory' (criteria: 0.5 mm, 1.0 mm, 1.5 mm, and 2.0 mm, respectively). The degree of accurate prediction percentage (APP) was defined as 'very high,' 'high,' 'medium,' and 'low' (criteria: 90%, 70%, and 50%, respectively) according to the percentage of subjects that showed the error range within 1.5 mm. RESULTS All HTLs showed acceptable-to-excellent mean PE values, while the STLs Pog', Gn', and Me' showed unsatisfactory values, and the rest showed good-to-acceptable values. Regarding the degree of APP, HTLs Ba, ramus posterior, Pm, Pog, B-point, Me, and mandibular first molar root apex exhibited low APPs. The STLs labrale superius, lower embrasure, lower lip, point of lower profile, B', Pog,' Gn' and Me' also exhibited low APPs. The remainder of HTLs and STLs showed medium-to-very high APPs. CONCLUSION Despite the possibility of using the CNN model to predict growth, further studies are needed to improve the prediction accuracy in HTLs and STLs of the chin area.
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Affiliation(s)
- A Larkin
- Postgraduate Orthodontic Program, Arizona School of Dentistry & Oral Health, A.T. Still University, Mesa, Arizona, USA
| | - J-S Kim
- Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - N Kim
- Department of Convergence Medicine, University of Ulsan, College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - S-H Baek
- Department of Orthodontics, School of Dentistry, Dental Research Institute, Seoul National University, Seoul, Republic of Korea
| | - S Yamada
- Department of Dental Informatics, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - K Park
- Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - K Tai
- Postgraduate Orthodontic Program, Arizona School of Dentistry & Oral Health, A.T. Still University, Mesa, Arizona, USA
- Private Practice of Orthodontics, Okayama, Japan
| | - Y Yanagi
- Department of Dental Informatics, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - J H Park
- Postgraduate Orthodontic Program, Arizona School of Dentistry & Oral Health, A.T. Still University, Mesa, Arizona, USA
- Graduate School of Dentistry, Kyung Hee University, Seoul, Republic of Korea
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Larkin A, Waitzkin H, Fassler E, Nayar KR. How missing evidence-based medicine indicators can inform COVID-19 vaccine distribution policies: a scoping review and calculation of indicators from data in randomised controlled trials. BMJ Open 2022; 12:e063525. [PMID: 36523237 PMCID: PMC9748517 DOI: 10.1136/bmjopen-2022-063525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 11/02/2022] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE Reports of efficacy, effectiveness and harms of COVID-19 vaccines have not used key indicators from evidence-based medicine (EBM) that can inform policies about vaccine distribution. This study aims to clarify EBM indicators that consider baseline risks when assessing vaccines' benefits versus harms: absolute risk reduction (ARR) and number needed to be vaccinated (NNV), versus absolute risk of the intervention (ARI) and number needed to harm (NNH). METHODS We used a multimethod approach, including a scoping review of the literature; calculation of risk reductions and harms from data concerning five major vaccines; analysis of risk reductions in population subgroups with varying baseline risks; and comparisons with prior vaccines. FINDINGS The scoping review showed few reports regarding ARR, NNV, ARI and NNH; comparisons of benefits versus harms using these EBM methods; or analyses of varying baseline risks. Calculated ARRs for symptomatic infection and hospitalisation were approximately 1% and 0.1%, respectively, as compared with relative risk reduction of 50%-95% and 58%-100%. NNV to prevent one symptomatic infection and one hospitalisation was in the range of 80-500 and 500-4000. Based on available data, ARI and NNH as measures of harm were difficult to calculate, and the balance between benefits and harms using EBM measures remained uncertain. The effectiveness of COVID-19 vaccines as measured by ARR and NNV was substantially higher in population subgroups with high versus low baseline risks. CONCLUSIONS Priorities for vaccine distribution should target subpopulations with higher baseline risks. Similar analyses using ARR/NNV and ARI/NNH would strengthen evaluations of vaccines' benefits versus harms. An EBM perspective on vaccine distribution that emphasises baseline risks becomes especially important as the world's population continues to face major barriers to vaccine access-sometimes termed 'vaccine apartheid'.
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Affiliation(s)
- Andrew Larkin
- Allende Program in Social Medicine, Albuquerque, New Mexico, USA
| | - Howard Waitzkin
- Allende Program in Social Medicine, Albuquerque, New Mexico, USA
- Locum Tenens Program, Health Sciences Center, and Department of Sociology, University of New Mexico, Albuquerque, New Mexico, USA
| | - Ella Fassler
- Allende Program in Social Medicine, Albuquerque, New Mexico, USA
| | - Kesavan Rajasekharan Nayar
- Santhigiri Research Foundation, Thiruvananthapuram, Kerala, India
- Global Institute of Public Health, Thiruvananthapuram, Kerala, India
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Fassler E, Larkin A, Rajasekharan Nayar K, Waitzkin H. Using absolute risk reduction to guide the equitable distribution of COVID-19 vaccines. BMJ Evid Based Med 2022; 27:330-333. [PMID: 35256457 PMCID: PMC9691808 DOI: 10.1136/bmjebm-2021-111789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/01/2022] [Indexed: 11/04/2022]
Affiliation(s)
- Ella Fassler
- Allende Program in Social Medicine, Albuquerque, New Mexico, USA
| | - Andrew Larkin
- Allende Program in Social Medicine, Albuquerque, New Mexico, USA
| | - Kesavan Rajasekharan Nayar
- Global Institute of Public Health, Thiruvananthapuram, Kerala, India
- Santhigiri Research Foundation, Thiruvananthapuram, Kerala, India
| | - Howard Waitzkin
- Allende Program in Social Medicine, Albuquerque, New Mexico, USA
- Locum Tenens Program, Health Sciences Center; and Department of Sociology, University of New Mexico, Albuquerque, New Mexico, USA
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Jimenez MP, Suel E, Rifas-Shiman SL, Hystad P, Larkin A, Hankey S, Just AC, Redline S, Oken E, James P. Street-view greenspace exposure and objective sleep characteristics among children. Environ Res 2022; 214:113744. [PMID: 35760115 PMCID: PMC9930007 DOI: 10.1016/j.envres.2022.113744] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [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: 03/18/2022] [Revised: 05/19/2022] [Accepted: 06/19/2022] [Indexed: 05/19/2023]
Abstract
Greenspace may benefit sleep by enhancing physical activity, reducing stress or air pollution exposure. Studies on greenspace and children's sleep are limited, and most use satellite-derived measures that do not capture ground-level exposures that may be important for sleep. We examined associations of street view imagery (SVI)-based greenspace with sleep in Project Viva, a Massachusetts pre-birth cohort. We used deep learning algorithms to derive novel metrics of greenspace (e.g., %trees, %grass) from SVI within 250m of participant residential addresses during 2007-2010 (mid-childhood, mean age 7.9 years) and 2012-2016 (early adolescence, 13.2y) (N = 533). In early adolescence, participants completed >5 days of wrist actigraphy. Sleep duration, efficiency, and time awake after sleep onset (WASO) were derived from actigraph data. We used linear regression to examine cross-sectional and prospective associations of mid-childhood and early adolescence greenspace exposure with early adolescence sleep, adjusting for confounders. We compared associations with satellite-based greenspace (Normalized Difference Vegetation Index, NDVI). In unadjusted models, mid-childhood SVI-based total greenspace and %trees (per interquartile range) were associated with longer sleep duration at early adolescence (9.4 min/day; 95%CI:3.2,15.7; 8.1; 95%CI:1.7,14.6 respectively). However, in fully adjusted models, only the association between %grass at mid-childhood and WASO was observed (4.1; 95%CI:0.2,7.9). No associations were observed between greenspace and sleep efficiency, nor in cross-sectional early adolescence models. The association between greenspace and sleep differed by racial and socioeconomic subgroups. For example, among Black participants, higher NDVI was associated with better sleep, in neighborhoods with low socio-economic status (SES), higher %grass was associated with worse sleep, and in neighborhoods with high SES, higher total greenspace and %grass were associated with better sleep time. SVI metrics may have the potential to identify specific features of greenspace that affect sleep.
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Affiliation(s)
- Marcia P Jimenez
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA.
| | - Esra Suel
- Faculty of Medicine, School of Public Health, Imperial College London, London, UK
| | - Sheryl L Rifas-Shiman
- Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - Perry Hystad
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
| | - Andrew Larkin
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
| | - Steve Hankey
- School of Public and International Affairs, Virginia Tech University, Blacksburg, VA, USA
| | - Allan C Just
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Susan Redline
- Brigham and Women's Faulkner Hospital, Sleep Medicine and Endocrinology Center, Boston, MA, USA
| | - Emily Oken
- Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA; Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Peter James
- Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA; Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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Hystad P, Amram O, Oje F, Larkin A, Boakye K, Avery A, Gebremedhin A, Duncan G. Bring Your Own Location Data: Use of Google Smartphone Location History Data for Environmental Health Research. Environ Health Perspect 2022; 130:117005. [PMID: 36356208 PMCID: PMC9648904 DOI: 10.1289/ehp10829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
BACKGROUND Environmental exposures are commonly estimated using spatial methods, with most epidemiological studies relying on home addresses. Passively collected smartphone location data, like Google Location History (GLH) data, may present an opportunity to integrate existing long-term time-activity data. OBJECTIVES We aimed to evaluate the potential use of GLH data for capturing long-term retrospective time-activity data for environmental health research. METHODS We included 378 individuals who participated in previous Global Positioning System (GPS) studies within the Washington State Twin Registry. GLH data consists of location information that has been routinely collected since 2010 when location sharing was enabled within android operating systems or Google apps. We created instructions for participants to download their GLH data and provide it through secure data transfer. We summarized the GLH data provided, compared it to available GPS data, and conducted an exposure assessment for nitrogen dioxide (NO2) air pollution. RESULTS Of 378 individuals contacted, we received GLH data from 61 individuals (16.1%) and 53 (14.0%) indicated interest but did not have historical GLH data available. The provided GLH data spanned 2010-2021 and included 34 million locations, capturing 66,677 participant days. The median number of days with GLH data per participant was 752, capturing 442 unique locations. When we compared GLH data to 2-wk GPS data (∼1.8 million points), 95% of GPS time-activity points were within 100m of GLH locations. We observed important differences between NO2 exposures assigned at home locations compared with GLH locations, highlighting the importance of GLH data to environmental exposure assessment. DISCUSSION We believe collecting GLH data is a feasible and cost-effective method for capturing retrospective time-activity patterns for large populations that presents new opportunities for environmental epidemiology. Cohort studies should consider adding GLH data collection to capture historical time-activity patterns of participants, employing a "bring-your-own-location-data" citizen science approach. Privacy remains a concern that needs to be carefully managed when using GLH data. https://doi.org/10.1289/EHP10829.
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Affiliation(s)
- Perry Hystad
- College of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon, USA
| | - Ofer Amram
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of Medicine, Washington State University (WSU), Spokane, Washington, USA
- Paul G. Allen School for Global Animal Health, WSU, Pullman, Washington, USA
| | - Funso Oje
- School of Electrical Engineering and Computer Science, WSU, Pullman, Washington, USA
| | - Andrew Larkin
- College of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon, USA
| | - Kwadwo Boakye
- College of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon, USA
| | - Ally Avery
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of Medicine, Washington State University (WSU), Spokane, Washington, USA
| | - Assefaw Gebremedhin
- School of Electrical Engineering and Computer Science, WSU, Pullman, Washington, USA
| | - Glen Duncan
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of Medicine, Washington State University (WSU), Spokane, Washington, USA
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Larkin A, Krishna A, Chen L, Amram O, Avery AR, Duncan GE, Hystad P. Measuring and modelling perceptions of the built environment for epidemiological research using crowd-sourcing and image-based deep learning models. J Expo Sci Environ Epidemiol 2022; 32:892-899. [PMID: 36369372 PMCID: PMC9650176 DOI: 10.1038/s41370-022-00489-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 10/19/2022] [Accepted: 10/20/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Perceptions of the built environment, such as nature quality, beauty, relaxation, and safety, may be key factors linking the built environment to human health. However, few studies have examined these types of perceptions due to the difficulty in quantifying them objectively in large populations. OBJECTIVE To measure and predict perceptions of the built environment from street-view images using crowd-sourced methods and deep learning models for application in epidemiologic studies. METHODS We used the Amazon Mechanical-Turk crowdsourcing platform where participants compared two street-view images and quantified perceptions of nature quality, beauty, relaxation, and safety. We optimized street-view image sampling methods to improve the quality and resulting perception data specific to participants enrolled in the Washington State Twin Registry (WSTR) health study. We used a transfer learning approach to train deep learning models by leveraging existing image perception data from the PlacePulse 2.0 dataset, which includes 1.1 million image comparisons, and refining based on new WSTR perception data. Resulting models were applied to WSTR addresses to estimate exposures and evaluate associations with traditional built environment measures. RESULTS We collected over 36,000 image comparisons and calculated perception measures for each image. Our final deep learning models explained 77.6% of nature quality, 68.1% of beauty, 72.0% of relaxation, and 64.7% of safety in pairwise image comparisons. Applying transfer learning with the new perception labels specific to the WSTR yielded an average improvement of 3.8% for model performance. Perception measures were weakly to moderately correlated with traditional built environment exposures for WSTR participant addresses; for example, nature quality and NDVI (r = 0.55), neighborhood area deprivation (r = -0.16), and walkability (r = -0.20), respectively. SIGNIFICANCE We were able to measure and model perceptions of the built environment optimized for a specific health study. Future applications will examine associations between these exposure measures and mental health in the WSTR. IMPACT STATEMENT Built environments influence health through complex pathways. Perceptions of nature quality, beauty, relaxation and safety may be particularly import for understanding these linkages, but few studies to-date have examined these perceptions objectively for large populations. For quantitative research, an exposure measure must be reproducible, accurate, and precise--here we work to develop such measures for perceptions of the urban environment. We created crowd-sourced and image-based deep learning methods that were able to measure and model these perceptions. Future applications will apply these models to examine associations with mental health in the Washington State Twin Registry.
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Affiliation(s)
- Andrew Larkin
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
| | - Ajay Krishna
- College of Engineering, Oregon State University, Corvallis, OR, USA
| | - Lizhong Chen
- College of Engineering, Oregon State University, Corvallis, OR, USA
| | - Ofer Amram
- Elson S. Floyd College of Medicine, Washington State University, Health Sciences Spokane, Spokane, WA, USA
| | - Ally R Avery
- Elson S. Floyd College of Medicine, Washington State University, Health Sciences Spokane, Spokane, WA, USA
| | - Glen E Duncan
- Elson S. Floyd College of Medicine, Washington State University, Health Sciences Spokane, Spokane, WA, USA
| | - Perry Hystad
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA.
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Anenberg SC, Mohegh A, Goldberg DL, Kerr GH, Brauer M, Burkart K, Hystad P, Larkin A, Wozniak S, Lamsal L. Long-term trends in urban NO 2 concentrations and associated paediatric asthma incidence: estimates from global datasets. Lancet Planet Health 2022; 6:e49-e58. [PMID: 34998460 DOI: 10.1016/s2542-5196(21)00255-2] [Citation(s) in RCA: 53] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 08/30/2021] [Accepted: 09/01/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND Combustion-related nitrogen dioxide (NO2) air pollution is associated with paediatric asthma incidence. We aimed to estimate global surface NO2 concentrations consistent with the Global Burden of Disease study for 1990-2019 at a 1 km resolution, and the concentrations and attributable paediatric asthma incidence trends in 13 189 cities from 2000 to 2019. METHODS We scaled an existing annual average NO2 concentration dataset for 2010-12 from a land use regression model (based on 5220 NO2 monitors in 58 countries and land use variables) to other years using NO2 column densities from satellite and reanalysis datasets. We applied these concentrations in an epidemiologically derived concentration-response function with population and baseline asthma rates to estimate NO2-attributable paediatric asthma incidence. FINDINGS We estimated that 1·85 million (95% uncertainty interval [UI] 0·93-2·80 million) new paediatric asthma cases were attributable to NO2 globally in 2019, two thirds of which occurred in urban areas (1·22 million cases; 95% UI 0·60-1·8 million). The proportion of paediatric asthma incidence that is attributable to NO2 in urban areas declined from 19·8% (1·22 million attributable cases of 6·14 million total cases) in 2000 to 16·0% (1·24 million attributable cases of 7·73 million total cases) in 2019. Urban attributable fractions dropped in high-income countries (-41%), Latin America and the Caribbean (-16%), central Europe, eastern Europe, and central Asia (-13%), and southeast Asia, east Asia, and Oceania (-6%), and rose in south Asia (+23%), sub-Saharan Africa (+11%), and north Africa and the Middle East (+5%). The contribution of NO2 concentrations, paediatric population size, and asthma incidence rates to the change in NO2-attributable paediatric asthma incidence differed regionally. INTERPRETATION Despite improvements in some regions, combustion-related NO2 pollution continues to be an important contributor to paediatric asthma incidence globally, particularly in cities. Mitigating air pollution should be a crucial element of public health strategies for children. FUNDING Health Effects Institute, NASA.
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Affiliation(s)
- Susan C Anenberg
- Milken Institute School of Public Health, George Washington University, Washington, DC, USA.
| | - Arash Mohegh
- Milken Institute School of Public Health, George Washington University, Washington, DC, USA
| | - Daniel L Goldberg
- Milken Institute School of Public Health, George Washington University, Washington, DC, USA; Energy Systems Division, Argonne National Laboratory, Washington, DC, USA
| | - Gaige H Kerr
- Milken Institute School of Public Health, George Washington University, Washington, DC, USA
| | - Michael Brauer
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA; University of British Columbia, Vancouver, BC, Canada
| | - Katrin Burkart
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA
| | | | | | - Sarah Wozniak
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA
| | - Lok Lamsal
- NASA Goddard Space Flight Center, Greenbelt, MD, USA
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Hystad P, Larkin A, Rangarajan S, AlHabib KF, Avezum Á, Calik KBT, Chifamba J, Dans A, Diaz R, du Plessis JL, Gupta R, Iqbal R, Khatib R, Kelishadi R, Lanas F, Liu Z, Lopez-Jaramillo P, Nair S, Poirier P, Rahman O, Rosengren A, Swidan H, Tse LA, Wei L, Wielgosz A, Yeates K, Yusoff K, Zatoński T, Burnett R, Yusuf S, Brauer M. Associations of outdoor fine particulate air pollution and cardiovascular disease in 157 436 individuals from 21 high-income, middle-income, and low-income countries (PURE): a prospective cohort study. Lancet Planet Health 2020; 4:e235-e245. [PMID: 32559440 PMCID: PMC7457447 DOI: 10.1016/s2542-5196(20)30103-0] [Citation(s) in RCA: 92] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 03/19/2020] [Accepted: 04/21/2020] [Indexed: 05/05/2023]
Abstract
BACKGROUND Most studies of long-term exposure to outdoor fine particulate matter (PM2·5) and cardiovascular disease are from high-income countries with relatively low PM2·5 concentrations. It is unclear whether risks are similar in low-income and middle-income countries (LMICs) and how outdoor PM2·5 contributes to the global burden of cardiovascular disease. In our analysis of the Prospective Urban and Rural Epidemiology (PURE) study, we aimed to investigate the association between long-term exposure to PM2·5 concentrations and cardiovascular disease in a large cohort of adults from 21 high-income, middle-income, and low-income countries. METHODS In this multinational, prospective cohort study, we studied 157 436 adults aged 35-70 years who were enrolled in the PURE study in countries with ambient PM2·5 estimates, for whom follow-up data were available. Cox proportional hazard frailty models were used to estimate the associations between long-term mean community outdoor PM2·5 concentrations and cardiovascular disease events (fatal and non-fatal), cardiovascular disease mortality, and other non-accidental mortality. FINDINGS Between Jan 1, 2003, and July 14, 2018, 157 436 adults from 747 communities in 21 high-income, middle-income, and low-income countries were enrolled and followed up, of whom 140 020 participants resided in LMICs. During a median follow-up period of 9·3 years (IQR 7·8-10·8; corresponding to 1·4 million person-years), we documented 9996 non-accidental deaths, of which 3219 were attributed to cardiovascular disease. 9152 (5·8%) of 157 436 participants had cardiovascular disease events (fatal and non-fatal incident cardiovascular disease), including 4083 myocardial infarctions and 4139 strokes. Mean 3-year PM2·5 at cohort baseline was 47·5 μg/m3 (range 6-140). In models adjusted for individual, household, and geographical factors, a 10 μg/m3 increase in PM2·5 was associated with increased risk for cardiovascular disease events (hazard ratio 1·05 [95% CI 1·03-1·07]), myocardial infarction (1·03 [1·00-1·05]), stroke (1·07 [1·04-1·10]), and cardiovascular disease mortality (1·03 [1·00-1·05]). Results were similar for LMICs and communities with high PM2·5 concentrations (>35 μg/m3). The population attributable fraction for PM2·5 in the PURE cohort was 13·9% (95% CI 8·8-18·6) for cardiovascular disease events, 8·4% (0·0-15·4) for myocardial infarction, 19·6% (13·0-25·8) for stroke, and 8·3% (0·0-15·2) for cardiovascular disease mortality. We identified no consistent associations between PM2·5 and risk for non-cardiovascular disease deaths. INTERPRETATION Long-term outdoor PM2·5 concentrations were associated with increased risks of cardiovascular disease in adults aged 35-70 years. Air pollution is an important global risk factor for cardiovascular disease and a need exists to reduce air pollution concentrations, especially in LMICs, where air pollution levels are highest. FUNDING Full funding sources are listed at the end of the paper (see Acknowledgments).
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Affiliation(s)
- Perry Hystad
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA; Population Health Research Institute, McMaster University and Hamilton Health Sciences, Hamilton, ON, Canada.
| | - Andrew Larkin
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
| | - Sumathy Rangarajan
- Population Health Research Institute, McMaster University and Hamilton Health Sciences, Hamilton, ON, Canada
| | - Khalid F AlHabib
- Department of Cardiac Sciences, King Fahad Cardiac Center, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Álvaro Avezum
- Department of Medicine, Universidade de Santo Amaro, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil
| | | | - Jephat Chifamba
- Department of Physiology, College of Health Sciences, University of Zimbabwe, Harare, Zimbabwe
| | - Antonio Dans
- Department of Cardiac Sciences, University of Philippines, Manila, Philippines
| | - Rafael Diaz
- Estudios Clínicos Latinoamérica (ECLA), Rosario, Santa Fe, Argentina
| | - Johan L du Plessis
- Occupational Hygiene and Health Research Initiative, North-West University, Potchefstroom, South Africa
| | - Rajeev Gupta
- Eternal Heart Care Centre and Research Institute, Jaipur, India
| | - Romaina Iqbal
- Department of Community Health Sciences and Medicine, Aga Khan University, Karachi, Pakistan
| | - Rasha Khatib
- Institute for Community and Public Health, Birzeit University, Birzeit, Palestine; Advocate Health Care, Chicago, IL, USA
| | - Roya Kelishadi
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Fernando Lanas
- Department of Medicine, Universidad de La Frontera, Temuco, Chile
| | - Zhiguang Liu
- Jockey Club School of Public Health and Primary Care, the Chinese University of Hong Kong, Prince of Wales Hospital, Sha Tin, Hong Kong
| | - Patricio Lopez-Jaramillo
- Fundación Oftalmológica de Santander Clínica Carlos Ardila Lulle (FOSCAL), Bucaramanga, Colombia; Escuela de Medicina, Universidad de Santander, Bucaramanga, Colombia
| | - Sanjeev Nair
- Health Action by People, Thiruvananthapuram, India
| | - Paul Poirier
- Faculty of Pharmacy, University Institute of Cardiology and Respirology of Quebec, Laval University, Québec, QC, Canada
| | | | - Annika Rosengren
- Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Hany Swidan
- Dubai Health Authority, Dubai, United Arab Emirates
| | - Lap Ah Tse
- Jockey Club School of Public Health and Primary Care, the Chinese University of Hong Kong, Prince of Wales Hospital, Sha Tin, Hong Kong
| | - Li Wei
- National Centre for Cardiovascular Diseases, Cardiovascular Institute and Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Andreas Wielgosz
- Department of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Karen Yeates
- Department of Medicine, Queen's University, Kingston, ON, Canada
| | - Khalid Yusoff
- Faculty of Medicine, Universiti Teknologi MARA, Selangor, Malaysia; UCSI University, Cheras, Kuala Lumpur, Malaysia
| | - Tomasz Zatoński
- Department of Otolaryngology Head and Neck Surgery, Wrocław Medical University, Wrocław, Poland
| | - Rick Burnett
- Environmental Health Science and Research Bureau, Health Canada, Ottawa, ON, Canada
| | - Salim Yusuf
- Population Health Research Institute, McMaster University and Hamilton Health Sciences, Hamilton, ON, Canada
| | - Michael Brauer
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
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Rohlman D, Dixon HM, Kincl L, Larkin A, Evoy R, Barton M, Phillips A, Peterson E, Scaffidi C, Herbstman JB, Waters KM, Anderson KA. Development of an environmental health tool linking chemical exposures, physical location and lung function. BMC Public Health 2019; 19:854. [PMID: 31262274 PMCID: PMC6604385 DOI: 10.1186/s12889-019-7217-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Accepted: 06/20/2019] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND A challenge in environmental health research is collecting robust data sets to facilitate comparisons between personal chemical exposures, the environment and health outcomes. To address this challenge, the Exposure, Location and lung Function (ELF) tool was designed in collaboration with communities that share environmental health concerns. These concerns centered on respiratory health and ambient air quality. The ELF collects exposure to polycyclic aromatic hydrocarbons (PAHs), given their association with diminished lung function. Here, we describe the ELF as a novel environmental health assessment tool. METHODS The ELF tool collects chemical exposure for 62 PAHs using passive sampling silicone wristbands, geospatial location data and respiratory lung function measures using a paired hand-held spirometer. The ELF was tested by 10 individuals with mild to moderate asthma for 7 days. Participants wore a wristband each day to collect PAH exposure, carried a cell phone, and performed spirometry daily to collect respiratory health measures. Location data was gathered using the geospatial positioning system technology in an Android cell-phone. RESULTS We detected and quantified 31 PAHs across the study population. PAH exposure data showed spatial and temporal sensitivity within and between participants. Location data was used with existing datasets such as the Toxics Release Inventory and the National Oceanic and Atmospheric Administration (NOAA) Hazard Mapping System. Respiratory health outcomes were validated using criteria from the American Thoracic Society with 94% of participant data meeting standards. Finally, the ELF was used with a high degree of compliance (> 90%) by community members. CONCLUSIONS The ELF is a novel environmental health assessment tool that allows for personal data collection spanning chemical exposures, location and lung function measures as well as self-reported information.
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Affiliation(s)
- Diana Rohlman
- College of Public Health and Human Sciences; Superfund Research Program, Oregon State University, 101 Milam Hall, Corvallis, Oregon USA
| | - Holly M. Dixon
- Environmental and Molecular Toxicology, Food Safety and Environmental Stewardship Program, Oregon State University, Corvallis, Oregon USA
| | - Laurel Kincl
- College of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon USA
| | - Andrew Larkin
- College of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon USA
| | - Richard Evoy
- College of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon USA
| | - Michael Barton
- Superfund Research Program, Food Safety and Environmental Stewardship Program, Oregon State University, Corvallis, Oregon USA
| | - Aaron Phillips
- Computing & Analytics Division, Pacific Northwest National Laboratory, Richland, Washington USA
| | - Elena Peterson
- Computing & Analytics Division, Pacific Northwest National Laboratory, Richland, Washington USA
| | | | - Julie B. Herbstman
- Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA
| | - Katrina M. Waters
- Biological Sciences Division, Pacific Northwest National Laboratory, Pacific Northwest National Laboratory, Richland, WA USA
| | - Kim A. Anderson
- Environmental and Molecular Toxicology, Food Safety and Environmental Stewardship Program, Oregon State University, Corvallis, Oregon USA
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10
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Larkin A, Hystad P. Evaluating street view exposure measures of visible green space for health research. J Expo Sci Environ Epidemiol 2019; 29:447-456. [PMID: 29352209 DOI: 10.1038/s41370-018-0017-1] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Revised: 09/25/2017] [Accepted: 11/21/2017] [Indexed: 05/04/2023]
Abstract
Urban green space, or natural environments, are associated with multiple physical and mental health outcomes. Several proposed pathways of action for these benefits (e.g., stress reduction and attention restoration) require visual perception of green space; however, existing green space exposure measures commonly used in epidemiological studies do not capture street-scale exposures. We downloaded 254 Google Street View (GSV) panorama images from Portland, Oregon and calculated percent of green in each image, called Green View Index (GVI). For these locations we also calculated satellite-based normalized difference vegetation index (NDVI), % tree cover, % green space, % street tree buffering, distance to parks, and several neighborhood socio-economic variables. Correlations between the GVI and other green space measures were low (-0.02 to 0.50), suggesting GSV-based measures captured unique information about green space exposures. We further developed a GVI:NDVI ratio, which was associated with the amount of vertical green space in an image. The GVI and GVI:NDVI ratio were weakly related to neighborhood socioeconomic status and are therefore less susceptible to confounding in health studies compared to other green space measures. GSV measures captured unique characteristics of the green space environment and offer a new approach to examine green space and health associations in epidemiological research.
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Affiliation(s)
- Andrew Larkin
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA.
| | - Perry Hystad
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
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11
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Hystad P, Duong M, Brauer M, Larkin A, Arku R, Kurmi OP, Fan WQ, Avezum A, Azam I, Chifamba J, Dans A, du Plessis JL, Gupta R, Kumar R, Lanas F, Liu Z, Lu Y, Lopez-Jaramillo P, Mony P, Mohan V, Mohan D, Nair S, Puoane T, Rahman O, Lap AT, Wang Y, Wei L, Yeates K, Rangarajan S, Teo K, Yusuf S. Health Effects of Household Solid Fuel Use: Findings from 11 Countries within the Prospective Urban and Rural Epidemiology Study. Environ Health Perspect 2019; 127:57003. [PMID: 31067132 PMCID: PMC6791569 DOI: 10.1289/ehp3915] [Citation(s) in RCA: 82] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 04/16/2019] [Accepted: 04/16/2019] [Indexed: 05/19/2023]
Abstract
BACKGROUND Household air pollution (HAP) from solid fuel use for cooking affects 2.5 billion individuals globally and may contribute substantially to disease burden. However, few prospective studies have assessed the impact of HAP on mortality and cardiorespiratory disease. OBJECTIVES Our goal was to evaluate associations between HAP and mortality, cardiovascular disease (CVD), and respiratory disease in the prospective urban and rural epidemiology (PURE) study. METHODS We studied 91,350 adults 35–70 y of age from 467 urban and rural communities in 11 countries (Bangladesh, Brazil, Chile, China, Colombia, India, Pakistan, Philippines, South Africa, Tanzania, and Zimbabwe). After a median follow-up period of 9.1 y, we recorded 6,595 deaths, 5,472 incident cases of CVD (CVD death or nonfatal myocardial infarction, stroke, or heart failure), and 2,436 incident cases of respiratory disease (respiratory death or nonfatal chronic obstructive pulmonary disease, pulmonary tuberculosis, pneumonia, or lung cancer). We used Cox proportional hazards models adjusted for individual, household, and community-level characteristics to compare events for individuals living in households that used solid fuels for cooking to those using electricity or gas. RESULTS We found that 41.8% of participants lived in households using solid fuels as their primary cooking fuel. Compared with electricity or gas, solid fuel use was associated with fully adjusted hazard ratios of 1.12 (95% CI: 1.04, 1.21) for all-cause mortality, 1.08 (95% CI: 0.99, 1.17) for fatal or nonfatal CVD, 1.14 (95% CI: 1.00, 1.30) for fatal or nonfatal respiratory disease, and 1.12 (95% CI: 1.06, 1.19) for mortality from any cause or the first incidence of a nonfatal cardiorespiratory outcome. Associations persisted in extensive sensitivity analyses, but small differences were observed across study regions and across individual and household characteristics. DISCUSSION Use of solid fuels for cooking is a risk factor for mortality and cardiorespiratory disease. Continued efforts to replace solid fuels with cleaner alternatives are needed to reduce premature mortality and morbidity in developing countries. https://doi.org/10.1289/EHP3915.
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Affiliation(s)
- Perry Hystad
- School of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon, USA
| | - MyLinh Duong
- Population Health Research Institute, Department of Medicine, McMaster University and Hamilton Health Sciences, Hamilton, ON, Canada
| | - Michael Brauer
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Andrew Larkin
- School of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon, USA
| | - Raphael Arku
- University of Massachusetts at Amherst, Amherst, Massachusetts, USA
| | - Om P. Kurmi
- Population Health Research Institute, McMaster University, Hamilton Health Sciences Center, Hamilton, Ontario, Canada
| | - Wen Qi Fan
- University of Toronto, Toronto, Ontario, Canada
| | - Alvaro Avezum
- Dante Pazzanese Institute of Cardiology, Santo Amaro, São Paulo, Brazil
| | - Igbal Azam
- Department of Community Health Sciences, Aga Khan University, Karachi, Pakistan
| | - Jephat Chifamba
- Department of Physiology, College of Health Sciences, University of Zimbabwe, Harare, Zimbabwe
| | - Antonio Dans
- Section of Adult Medicine, Medical Research Unit, University of the Philippines College of Medicine, Manila, Philippines
| | - Johan L. du Plessis
- Occupational Hygiene and Health Research Initiative, North-West University, Potchefstroom, South Africa
| | - Rajeev Gupta
- Eternal Heart Care Centre and Research Institute, Jaipur, India
| | - Rajesh Kumar
- Post Graduate Institute of Medical Education and Research School of Public Health, Chandigarh, India
| | | | - Zhiguang Liu
- Jockey Club School of Public Health and Primary Care, Chinese University of Hong Kong, Hong Kong, SAR, China
| | - Yin Lu
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | | | - Prem Mony
- Division of Epidemiology, Biostatistics and Population Health, St John’s Medical College and Research Institute, Bangalore, India
| | | | - Deepa Mohan
- Madras Diabetes Research Foundation, Chennai, India
| | - Sanjeev Nair
- Health Action by People, Thiruvananthapuram, Kerala, India
| | - Thandi Puoane
- School of Public Health, University of the Western Cape, Bellville, South Africa
| | - Omar Rahman
- School of Public Health, Independent University, Dhaka, Bangladesh
| | - Ah Tse Lap
- Jockey Club School of Public Health and Primary Care, Chinese University of Hong Kong, Hong Kong, SAR, China
| | - Yanga Wang
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Li Wei
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Karen Yeates
- Department of Medicine, Queen’s University, Kingston, Ontario, Canada
| | - Sumathy Rangarajan
- Population Health Research Institute, McMaster University, Hamilton Health Sciences Center, Hamilton, Ontario, Canada
| | - Koon Teo
- Population Health Research Institute, McMaster University, Hamilton Health Sciences Center, Hamilton, Ontario, Canada
| | - Salim Yusuf
- Population Health Research Institute, McMaster University, Hamilton Health Sciences Center, Hamilton, Ontario, Canada
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12
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Cusack L, Sbihi H, Larkin A, Chow A, Brook JR, Moraes T, Mandhane PJ, Becker AB, Azad MB, Subbarao P, Kozyrskyj A, Takaro TK, Sears MR, Turvey SE, Hystad P. Residential green space and pathways to term birth weight in the Canadian Healthy Infant Longitudinal Development (CHILD) Study. Int J Health Geogr 2018; 17:43. [PMID: 30514315 PMCID: PMC6280529 DOI: 10.1186/s12942-018-0160-x] [Citation(s) in RCA: 26] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2018] [Accepted: 11/22/2018] [Indexed: 01/30/2023] Open
Abstract
Background A growing number of studies observe associations between the amount of green space around a mother’s home and positive birth outcomes; however, the robustness of this association and potential pathways of action remain unclear.
Objectives To examine associations between mother’s residential green space and term birth weight within the Canadian Healthy Infant Longitudinal Development (CHILD) study and examine specific hypothesized pathways. Methods We examined 2510 births located in Vancouver, Edmonton, Winnipeg, and Toronto Canada. Green space was estimated around mother’s residences during pregnancy using Landsat 30 m normalized difference vegetation index (NDVI). We examined hypothesized pathways of: (1) reduction of environmental exposure; (2) built environment features promoting physical activity; (3) psychosocial conditions; and (4) psychological influences. Linear regression was used to assess associations between green space and term birth weight adjusting first for a comprehensive set of confounding factors and then incrementally for pathway variables. Results Fully adjusted models showed non-statistically significant increases in term birth weight with increasing green space. For example, a 0.1 increase in NDVI within 500 m was associated with a 21.5 g (95% CI − 4.6, 47.7) increase in term birth weight. Associations varied by city and were most robust for high-density locations. For the two largest cities (Vancouver and Toronto), we observed an increase in birth weight of 41.2 g (95% CI 7.8, 74.6) for a 0.1 increase in NDVI within 500 m. We did not observe substantial reductions in the green space effect on birth weight when adjusting for pathway variables. Conclusion Our results highlight the need to further characterize the interactions between green space, urban density and climate related factors as well as the pathways linking residential green space to birth outcomes.
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Affiliation(s)
| | - Hind Sbihi
- University of British Columbia, Vancouver, BC, Canada.,BC Children's Hospital, Vancouver, BC, Canada
| | | | | | | | - Theo Moraes
- Hospital for Sick Children, Toronto, ON, Canada
| | | | | | | | | | | | | | | | - Stuart E Turvey
- University of British Columbia, Vancouver, BC, Canada.,BC Children's Hospital, Vancouver, BC, Canada
| | - Perry Hystad
- College of Public Health and Human Sciences, Oregon State University, 2520 SW Campus Way, Corvallis, OR, 97331, USA.
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13
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Hoolohan C, Larkin A, McLachlan C, Falconer R, Soutar I, Suckling J, Varga L, Haltas I, Druckman A, Lumbroso D, Scott M, Gilmour D, Ledbetter R, McGrane S, Mitchell C, Yu D. Engaging stakeholders in research to address water-energy-food (WEF) nexus challenges. Sustain Sci 2018; 13:1415-1426. [PMID: 30220918 PMCID: PMC6132404 DOI: 10.1007/s11625-018-0552-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Accepted: 03/16/2018] [Indexed: 06/08/2023]
Abstract
The water-energy-food (WEF) nexus has become a popular, and potentially powerful, frame through which to analyse interactions and interdependencies between these three systems. Though the case for transdisciplinary research in this space has been made, the extent of stakeholder engagement in research remains limited with stakeholders most commonly incorporated in research as end-users. Yet, stakeholders interact with nexus issues in a variety of ways, consequently there is much that collaboration might offer to develop nexus research and enhance its application. This paper outlines four aspects of nexus research and considers the value and potential challenges for transdisciplinary research in each. We focus on assessing and visualising nexus systems; understanding governance and capacity building; the importance of scale; and the implications of future change. The paper then proceeds to describe a novel mixed-method study that deeply integrates stakeholder knowledge with insights from multiple disciplines. We argue that mixed-method research designs-in this case orientated around a number of cases studies-are best suited to understanding and addressing real-world nexus challenges, with their inevitable complex, non-linear system characteristics. Moreover, integrating multiple forms of knowledge in the manner described in this paper enables research to assess the potential for, and processes of, scaling-up innovations in the nexus space, to contribute insights to policy and decision making.
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Affiliation(s)
- C. Hoolohan
- Tyndall Centre for Climate Change Research, University of Manchester, Manchester, UK
| | - A. Larkin
- Tyndall Centre for Climate Change Research, University of Manchester, Manchester, UK
| | - C. McLachlan
- Tyndall Centre for Climate Change Research, University of Manchester, Manchester, UK
| | | | | | | | - L. Varga
- Cranfield University, Cranfield, UK
| | | | | | | | - M. Scott
- University of Glasgow, Glasgow, UK
| | - D. Gilmour
- University of Abertay Dundee, Dundee, UK
| | | | | | | | - D. Yu
- Loughborough University, Loughborough, UK
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Abstract
PURPOSE OF REVIEW We present a review of emerging technologies and how these can transform personal air pollution exposure assessment and subsequent health research. RECENT FINDINGS Estimating personal air pollution exposures is currently split broadly into methods for modeling exposures for large populations versus measuring exposures for small populations. Air pollution sensors, smartphones, and air pollution models capitalizing on big/new data sources offer tremendous opportunity for unifying these approaches and improving long-term personal exposure prediction at scales needed for population-based research. A multi-disciplinary approach is needed to combine these technologies to not only estimate personal exposures for epidemiological research but also determine drivers of these exposures and new prevention opportunities. While available technologies can revolutionize air pollution exposure research, ethical, privacy, logistical, and data science challenges must be met before widespread implementations occur. Available technologies and related advances in data science can improve long-term personal air pollution exposure estimates at scales needed for population-based research. This will advance our ability to evaluate the impacts of air pollution on human health and develop effective prevention strategies.
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Affiliation(s)
- A Larkin
- College of Public Health and Human Sciences, Oregon State University, Milam 20A, Corvallis, OR, 97331, USA
| | - P Hystad
- College of Public Health and Human Sciences, Oregon State University, Milam 20C, Corvallis, OR, 97331, USA.
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15
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Jain S, Larkin A, Chong H. OR063 A case of recurrent splenic lesions in a patient with Vici syndrome. Ann Allergy Asthma Immunol 2017. [DOI: 10.1016/j.anai.2017.08.051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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16
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Larkin A, Geddes JA, Martin RV, Xiao Q, Liu Y, Marshall JD, Brauer M, Hystad P. Global Land Use Regression Model for Nitrogen Dioxide Air Pollution. Environ Sci Technol 2017; 51:6957-6964. [PMID: 28520422 PMCID: PMC5565206 DOI: 10.1021/acs.est.7b01148] [Citation(s) in RCA: 109] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Nitrogen dioxide is a common air pollutant with growing evidence of health impacts independent of other common pollutants such as ozone and particulate matter. However, the worldwide distribution of NO2 exposure and associated impacts on health is still largely uncertain. To advance global exposure estimates we created a global nitrogen dioxide (NO2) land use regression model for 2011 using annual measurements from 5,220 air monitors in 58 countries. The model captured 54% of global NO2 variation, with a mean absolute error of 3.7 ppb. Regional performance varied from R2 = 0.42 (Africa) to 0.67 (South America). Repeated 10% cross-validation using bootstrap sampling (n = 10,000) demonstrated a robust performance with respect to air monitor sampling in North America, Europe, and Asia (adjusted R2 within 2%) but not for Africa and Oceania (adjusted R2 within 11%) where NO2 monitoring data are sparse. The final model included 10 variables that captured both between and within-city spatial gradients in NO2 concentrations. Variable contributions differed between continental regions, but major roads within 100 m and satellite-derived NO2 were consistently the strongest predictors. The resulting model can be used for global risk assessments and health studies, particularly in countries without existing NO2 monitoring data or models.
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Affiliation(s)
- Andrew Larkin
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
- Corresponding Author: Milam 20A, Oregon State University, Corvallis, OR 97331, Telephone Number: 541-737-5413,
| | - Jeffrey A. Geddes
- Department of Earth and Environment, Boston University, Boston, MA, USA
| | - Randall V. Martin
- Department of Physics and Atmospheric Science, Dalhousie University, Halifax, Nova Scotia, Canada
- Harvard-Smithsonian Center for Astrophysics, Cambridge, Massachusetts, United States
| | - Qingyang Xiao
- Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Yang Liu
- Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Julian D. Marshall
- Department of Civil and Environmental Engineering, University of Washington, Seattle, WA, USA
| | - Michael Brauer
- School of Population and Public Health, University of British Columbia, BC, Canada
| | - Perry Hystad
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
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17
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Cusack L, Larkin A, Carozza S, Hystad P. Associations between residential greenness and birth outcomes across Texas. Environ Res 2017; 152:88-95. [PMID: 27743971 DOI: 10.1016/j.envres.2016.10.003] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2016] [Revised: 09/13/2016] [Accepted: 10/07/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND The amount of greenness around mothers' residences has been associated with positive birth outcomes; however, findings are inconclusive. Here we examine residential greenness and birth outcomes in a population-based birth cohort in Texas, a state with large regional variation in greenness levels, several distinct cities, and a diverse population. METHODS We used Vital Statistics data to create a birth cohort (n=3,026,603) in Texas from 2000 to 2009. Greenness exposure measures were estimated from full residential addresses across nine months of pregnancy, and each trimester specifically, using the mean of corresponding MODIS satellite 16-day normalized difference vegetation index (NDVI) surfaces at a 250m resolution, which have not been previously used. Logistic and linear mixed models were used to determine associations with preterm birth, small for gestational age (SGA) and term birth weight, controlling for individual and neighborhood factors. RESULTS Unadjusted results demonstrated consistent protective effects of residential greenness on adverse birth outcomes for all of Texas and the four largest cities (Houston, San Antonio, Dallas, and Austin). However, in fully adjusted models these effects almost completely disappeared. For example, mothers with the highest (>0.52) compared to the lowest (<0.37) NDVI quartiles had a 24.4g (95% CI: 22.7, 26.1) increase in term birth weight in unadjusted models, which was attenuated to 1.9g (95% CI: 0.1, 3.7) in fully adjusted models. Maternal and paternal race, ethnicity and education had the largest impact on reducing associations. Trimester-specific greenness exposures showed similar results to nine-month average exposures. Some evidence was seen for protective effects of greenness for Hispanics, mothers with low education and mothers living in low income neighborhoods. CONCLUSIONS In this large population-based study, across multiple urban areas in Texas and diverse populations, we did not observe consistent associations between residential greenness and birth outcomes.
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Affiliation(s)
- Leanne Cusack
- College of Public Health and Human Sciences, School of Biological and Population Health Sciences, Oregon State University, Corvallis, OR, USA.
| | - Andrew Larkin
- College of Public Health and Human Sciences, School of Biological and Population Health Sciences, Oregon State University, Corvallis, OR, USA
| | - Sue Carozza
- College of Public Health and Human Sciences, School of Biological and Population Health Sciences, Oregon State University, Corvallis, OR, USA
| | - Perry Hystad
- College of Public Health and Human Sciences, School of Biological and Population Health Sciences, Oregon State University, Corvallis, OR, USA
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18
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Larkin A, van Donkelaar A, Geddes JA, Martin RV, Hystad P. Relationships between Changes in Urban Characteristics and Air Quality in East Asia from 2000 to 2010. Environ Sci Technol 2016; 50:9142-9. [PMID: 27442110 PMCID: PMC5553683 DOI: 10.1021/acs.est.6b02549] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Characteristics of urban areas, such as density and compactness, are associated with local air pollution concentrations. The potential for altering air pollution through changing urban characteristics, however, is less certain, especially for expanding cities within the developing world. We examined changes in urban characteristics from 2000 to 2010 for 830 cities in East Asia to evaluate associations with changes in nitrogen dioxide (NO2) and fine particulate matter (PM2.5) air pollution. Urban areas were stratified by population size into small (100 000-250 000), medium, (250 000-1 000 000), and large (>1 000 000). Multivariate regression models including urban baseline characteristics, meteorological variables, and change in urban characteristics explained 37%, 49%, and 54% of the change in NO2 and 29%, 34%, and 37% of the change in PM2.5 for small, medium and large cities, respectively. Change in lights at night strongly predicted change in NO2 and PM2.5, while urban area expansion was strongly associated with NO2 but not PM2.5. Important differences between changes in urban characteristics and pollutant levels were observed by city size, especially NO2. Overall, changes in urban characteristics had a greater impact on NO2 and PM2.5 change than baseline characteristics, suggesting urban design and land use policies can have substantial impacts on local air pollution levels.
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Affiliation(s)
- Andrew Larkin
- College of Public Health and Human Sciences, Oregon State University,
Corvallis, OR, USA, 97331
- , Telephone:
001-541-737-2743
| | - Aaron van Donkelaar
- Department of Physics and Atmospheric Science, Dalhousie University,
Halifax, Nova Scotia, Canada
| | - Jeffrey A. Geddes
- Department of Physics and Atmospheric Science, Dalhousie University,
Halifax, Nova Scotia, Canada
| | - Randall V. Martin
- Department of Physics and Atmospheric Science, Dalhousie University,
Halifax, Nova Scotia, Canada
- Harvard-Smithsonian Center for Astrophysics, Cambridge, Massachusetts,
USA
| | - Perry Hystad
- College of Public Health and Human Sciences, Oregon State University,
Corvallis, OR, USA, 97331
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Gregory J, Larkin A, Nicholas M, Winder J, Borromeo M, MacGregor C. ESTABLISHING A RHYTHM: THE DEVELOPMENT OF AN INTER-PROFESSIONAL COMMUNICATION PRACTICE MODEL IN THE CARDIAC SERVICES INTENSIVE CARE [CSICU]. Can J Cardiol 2015. [DOI: 10.1016/j.cjca.2015.07.700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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20
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Larkin A, Williams DE, Kile ML, Baird WM. Developing a smartphone software package for predicting atmospheric pollutant concentrations at mobile locations. Comput J 2015; 58:1431-1442. [PMID: 26146409 PMCID: PMC4489712 DOI: 10.1093/comjnl/bxu067] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
There is considerable evidence that exposure to air pollution is harmful to health. In the U.S., ambient air quality is monitored by Federal and State agencies for regulatory purposes. There are limited options, however, for people to access this data in real-time which hinders an individual's ability to manage their own risks. This paper describes a new software package that models environmental concentrations of fine particulate matter (PM2.5), coarse particulate matter (PM10), and ozone concentrations for the state of Oregon and calculates personal health risks at the smartphone's current location. Predicted air pollution risk levels can be displayed on mobile devices as interactive maps and graphs color-coded to coincide with EPA air quality index (AQI) categories. Users have the option of setting air quality warning levels via color-coded bars and were notified whenever warning levels were exceeded by predicted levels within 10 km. We validated the software using data from participants as well as from simulations which showed that the application was capable of identifying spatial and temporal air quality trends. This unique application provides a potential low-cost technology for reducing personal exposure to air pollution which can improve quality of life particularly for people with health conditions, such as asthma, that make them more susceptible to these hazards.
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Affiliation(s)
- Andrew Larkin
- Environmental and Molecular Toxicology, Oregon State University, Corvallis, OR, USA
- Superfund Research Center, Oregon State University, Corvallis, OR, USA
| | - David E. Williams
- Environmental and Molecular Toxicology, Oregon State University, Corvallis, OR, USA
- Superfund Research Center, Oregon State University, Corvallis, OR, USA
- Linus Pauling Institute, Oregon State University, Corvallis, OR, USA
| | - Molly L. Kile
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
| | - William M. Baird
- Environmental and Molecular Toxicology, Oregon State University, Corvallis, OR, USA
- Superfund Research Center, Oregon State University, Corvallis, OR, USA
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Palmer AL, Leykam VL, Larkin A, Krueger SK, Phillips IR, Shephard EA, Williams DE. Metabolism and pharmacokinetics of the anti-tuberculosis drug ethionamide in a flavin-containing monooxygenase null mouse. Pharmaceuticals (Basel) 2013; 5:1147-59. [PMID: 23580869 PMCID: PMC3621790 DOI: 10.3390/ph5111147] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Multiple drug resistance (MDR) in Mycobacterium tuberculosis (mTB), the causative agent for tuberculosis (TB), has led to increased use of second-line drugs, including ethionamide (ETA). ETA is a prodrug bioactivated by mycobacterial and mammalian flavin-containing monooxygenases (FMOs). FMO2 is the major isoform in the lungs of most mammals, including primates. In humans a polymorphism exists in the expression of FMO2. FMO2.2 (truncated, inactive) protein is produced by the common allele, while the ancestral allele, encoding active FMO2.1, has been documented only in individuals of African and Hispanic origin, at an incidence of up to 50% and 7%, respectively. We hypothesized that FMO2 variability in TB-infected individuals would yield differences in concentrations and ratios of ETA prodrug and metabolites. In this study we assessed the impact of the FMO2 genetic polymorphism on the pharmacokinetics of ETA after administration of a single oral dose of ETA (125 mg/kg) to wild type and triple Fmo1/2/4-null mice, measuring levels of prodrug vs. metabolites in plasma collected from 0 to 3.5 h post-gavage. All mice metabolized ETA to ETA S-oxide (ETASO) and 2-ethyl-4-amidopyridine (ETAA). Wild type mice had higher plasma concentrations of metabolites than of parent compound (p = 0.001). In contrast, Fmo1/2/4-null mice had higher plasma concentrations of parent compound than of metabolites (p = 0.0001). Thus, the human FMO2 genotype could impact the therapeutic efficacy and/or toxicity of ETA.
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Affiliation(s)
- Amy L. Palmer
- Department of Environmental and Molecular Toxicology, Oregon State University, 1007 ALS Corvallis, OR 97331, USA; (A.L.P.); (V.L.L.); (A.L.)
| | - Virginia L. Leykam
- Department of Environmental and Molecular Toxicology, Oregon State University, 1007 ALS Corvallis, OR 97331, USA; (A.L.P.); (V.L.L.); (A.L.)
| | - Andrew Larkin
- Department of Environmental and Molecular Toxicology, Oregon State University, 1007 ALS Corvallis, OR 97331, USA; (A.L.P.); (V.L.L.); (A.L.)
| | - Sharon K. Krueger
- Linus Pauling Institute, Oregon State University, 307 Linus Pauling Institute Corvallis, OR 97331, USA;
| | - Ian R. Phillips
- School of Biological and Chemical Sciences, Queen Mary, University of London, London E1 4NS, UK;
| | - Elizabeth A. Shephard
- Department of Structural and Molecular Biology, University College London, London WC1E 6BT, UK;
| | - David E. Williams
- Department of Environmental and Molecular Toxicology, Oregon State University, 1007 ALS Corvallis, OR 97331, USA; (A.L.P.); (V.L.L.); (A.L.)
- Linus Pauling Institute, Oregon State University, 307 Linus Pauling Institute Corvallis, OR 97331, USA;
- Author to whom correspondence should be addressed; ; Tel.: +1-541-737-3277; Fax: +1-541-737-5077
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Larkin A, Siddens LK, Krueger SK, Tilton SC, Waters KM, Williams DE, Baird WM. Application of a fuzzy neural network model in predicting polycyclic aromatic hydrocarbon-mediated perturbations of the Cyp1b1 transcriptional regulatory network in mouse skin. Toxicol Appl Pharmacol 2012; 267:192-9. [PMID: 23274566 DOI: 10.1016/j.taap.2012.12.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2012] [Revised: 12/10/2012] [Accepted: 12/14/2012] [Indexed: 10/27/2022]
Abstract
Polycyclic aromatic hydrocarbons (PAHs) are present in the environment as complex mixtures with components that have diverse carcinogenic potencies and mostly unknown interactive effects. Non-additive PAH interactions have been observed in regulation of cytochrome P450 (CYP) gene expression in the CYP1 family. To better understand and predict biological effects of complex mixtures, such as environmental PAHs, an 11 gene input-1 gene output fuzzy neural network (FNN) was developed for predicting PAH-mediated perturbations of dermal Cyp1b1 transcription in mice. Input values were generalized using fuzzy logic into low, medium, and high fuzzy subsets, and sorted using k-means clustering to create Mamdani logic functions for predicting Cyp1b1 mRNA expression. Model testing was performed with data from microarray analysis of skin samples from FVB/N mice treated with toluene (vehicle control), dibenzo[def,p]chrysene (DBC), benzo[a]pyrene (BaP), or 1 of 3 combinations of diesel particulate extract (DPE), coal tar extract (CTE) and cigarette smoke condensate (CSC) using leave-one-out cross-validation. Predictions were within 1 log(2) fold change unit of microarray data, with the exception of the DBC treatment group, where the unexpected down-regulation of Cyp1b1 expression was predicted but did not reach statistical significance on the microarrays. Adding CTE to DPE was predicted to increase Cyp1b1 expression, whereas adding CSC to CTE and DPE was predicted to have no effect, in agreement with microarray results. The aryl hydrocarbon receptor repressor (Ahrr) was determined to be the most significant input variable for model predictions using back-propagation and normalization of FNN weights.
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Affiliation(s)
- Andrew Larkin
- Department of Environmental and Molecular Toxicology, Oregon State University, USA
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Garrett M, Hogan N, Larkin A, Saunders J, Jakeman P, Coote S. Exercise in the community for people with minimal gait impairment due to MS: an assessor-blind randomized controlled trial. Mult Scler 2012; 19:782-9. [DOI: 10.1177/1352458512461966] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: While there is an increasing body of evidence supporting the efficacy of exercise in people with multiple sclerosis (MS), additional information on the effectiveness of combining aerobic and resistance training, and yoga is required. Objectives: This study evaluated the effectiveness of community exercise interventions for people with MS having minimal gait impairment. Methods: A multi-centred, block-randomised, assessor-blinded, controlled trial was conducted. Participants were randomised in groups of eight to physiotherapist (PT)-led exercise ( n = 80), yoga ( n = 77), fitness instructor (FI)-led exercise ( n = 86) and they took part in weekly community-based group exercise sessions. Those in the control group were asked not to change of their exercise habits ( n = 71). The primary outcome was the Multiple Sclerosis Impact Scale (MSIS) 29v2 physical component, measured before and after the 10-week intervention. Secondary outcomes were the MSIS 29v2 psychological component, the Modified Fatigue Impact Scale (MFIS) and the 6-Minute Walk Test (6MWT). Results: The group x time interaction approached significance for the MSIS-29v2 physical component ( f = 2.48, p = 0.061) and MFIS total ( f = 2.50, p = 0.06), and it was significant for the MFIS physical subscale ( f = 4.23, p = 0.006). All three exercise interventions led to a statistically significant improvement on the MSIS-29 psychological component and both the MFIS total and physical subscales, which were greater than the control ( p < 0.05). Only the PT-led and FI-led interventions significantly improved the MSIS-29 physical and 6MWT to levels greater than the control ( p < 0.05). Conclusions: This study provides evidence for the positive effect of exercise on the physical impact of MS and fatigue. The group nature of the classes may have contributed to the positive effects seen on the psychological impact of MS.
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Affiliation(s)
| | - N Hogan
- University of Limerick, Ireland
| | - A Larkin
- Multiple Sclerosis Society of Ireland, Galway, Ireland
| | | | | | - S Coote
- University of Limerick, Ireland
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Siddens LK, Larkin A, Krueger SK, Bradfield CA, Waters KM, Tilton SC, Pereira CB, Löhr CV, Arlt VM, Phillips DH, Williams DE, Baird WM. Polycyclic aromatic hydrocarbons as skin carcinogens: comparison of benzo[a]pyrene, dibenzo[def,p]chrysene and three environmental mixtures in the FVB/N mouse. Toxicol Appl Pharmacol 2012; 264:377-86. [PMID: 22935520 PMCID: PMC3483092 DOI: 10.1016/j.taap.2012.08.014] [Citation(s) in RCA: 106] [Impact Index Per Article: 8.8] [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: 06/08/2012] [Revised: 07/27/2012] [Accepted: 08/15/2012] [Indexed: 02/04/2023]
Abstract
The polycyclic aromatic hydrocarbon (PAH), benzo[a]pyrene (BaP), was compared to dibenzo[def,p]chrysene (DBC) and combinations of three environmental PAH mixtures (coal tar, diesel particulate and cigarette smoke condensate) using a two stage, FVB/N mouse skin tumor model. DBC (4nmol) was most potent, reaching 100% tumor incidence with a shorter latency to tumor formation, less than 20 weeks of 12-O-tetradecanoylphorbol-13-acetate (TPA) promotion compared to all other treatments. Multiplicity was 4 times greater than BaP (400 nmol). Both PAHs produced primarily papillomas followed by squamous cell carcinoma and carcinoma in situ. Diesel particulate extract (1 mg SRM 1650b; mix 1) did not differ from toluene controls and failed to elicit a carcinogenic response. Addition of coal tar extract (1 mg SRM 1597a; mix 2) produced a response similar to BaP. Further addition of 2 mg of cigarette smoke condensate (mix 3) did not alter the response with mix 2. PAH-DNA adducts measured in epidermis 12 h post initiation and analyzed by ³²P post-labeling, did not correlate with tumor incidence. PAH-dependent alteration in transcriptome of skin 12 h post initiation was assessed by microarray. Principal component analysis (sum of all treatments) of the 922 significantly altered genes (p<0.05), showed DBC and BaP to cluster distinct from PAH mixtures and each other. BaP and mixtures up-regulated phase 1 and phase 2 metabolizing enzymes while DBC did not. The carcinogenicity with DBC and two of the mixtures was much greater than would be predicted based on published Relative Potency Factors (RPFs).
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Affiliation(s)
- Lisbeth K. Siddens
- Department of Environmental and Molecular Toxicology, Oregon State University, USA
- Superfund Research Center, Oregon State University, USA
| | - Andrew Larkin
- Department of Environmental and Molecular Toxicology, Oregon State University, USA
- Superfund Research Center, Oregon State University, USA
| | - Sharon K. Krueger
- Superfund Research Center, Oregon State University, USA
- The Linus Pauling Institute, Oregon State University, USA
| | | | - Katrina M. Waters
- Superfund Research Center, Oregon State University, USA
- Computational Biology and Bioinformatics Group, Pacific Northwest National Laboratory, Richland WA 99352 USA
| | - Susan C. Tilton
- Superfund Research Center, Oregon State University, USA
- Computational Biology and Bioinformatics Group, Pacific Northwest National Laboratory, Richland WA 99352 USA
| | - Cliff B. Pereira
- Superfund Research Center, Oregon State University, USA
- Deptartment of Statistics, Oregon State University, Corvallis, OR 97331, USA
- Environmental Health Sciences Center, Oregon State University, Corvallis, OR 97331, USA
| | - Christiane V. Löhr
- Environmental Health Sciences Center, Oregon State University, Corvallis, OR 97331, USA
- College of Veterinary Medicine, Oregon State University, Corvallis, OR 97331, USA
| | - Volker M. Arlt
- Analytical and Environmental Sciences Division, MRC-HPA Centre for Environment & Health, King’s College London, London SE1 9NH, U.K
| | - David H. Phillips
- Analytical and Environmental Sciences Division, MRC-HPA Centre for Environment & Health, King’s College London, London SE1 9NH, U.K
| | - David E. Williams
- Department of Environmental and Molecular Toxicology, Oregon State University, USA
- Superfund Research Center, Oregon State University, USA
- The Linus Pauling Institute, Oregon State University, USA
- Environmental Health Sciences Center, Oregon State University, Corvallis, OR 97331, USA
| | - William M. Baird
- Department of Environmental and Molecular Toxicology, Oregon State University, USA
- Superfund Research Center, Oregon State University, USA
- Environmental Health Sciences Center, Oregon State University, Corvallis, OR 97331, USA
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Sharma SK, Almeida FA, Kierstein S, Hortobagyi L, Lin T, Larkin A, Peterson J, Yagita H, Zangrilli JG, Haczku A. Systemic FasL neutralization increases eosinophilic inflammation in a mouse model of asthma. Allergy 2012; 67:328-35. [PMID: 22175699 DOI: 10.1111/j.1398-9995.2011.02763.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/12/2011] [Indexed: 01/23/2023]
Abstract
BACKGROUND Eosinophils and lymphocytes are pathogenically important in allergic inflammation and sensitive to Fas-mediated apoptosis. Fas ligand (FasL) activity therefore should play a role in regulating the allergic immune response. We aimed to characterize the role of FasL expression in airway eosinophilia in Aspergillus fumigatus (Af)-induced sensitization and to determine whether FasL neutralization alters the inflammatory response. METHODS Sensitized Balb/c mice were killed before (day 0) and 1, 7 and 10 days after a single intranasal challenge with Af. Animals received either neutralizing antibody to FasL (clone MFL4) or irrelevant hamster IgG via intraperitoneal injection on days -1 and 5. FasL expression, BAL and tissue inflammatory cell and cytokine profile, and apoptosis were assessed. RESULTS Postchallenge FasL gene expression in BAL cells and TUNEL positivity in the airways coincided with the height of inflammatory cell influx on day 1, while soluble FasL protein was released on day 7, preceding resolution of the inflammatory changes. Although eosinophil numbers showed a negative correlation with soluble FasL levels in the airways, MBP(+) eosinophils remained TUNEL negative in the submucosal tissue, throughout the 10-day period after Af challenge. Systemic FasL neutralization significantly enhanced BAL and tissue eosinophil counts. This effect was associated with increased activation of T cells and release of IL-5, IL-9, and GM-CSF in the BAL fluid of mice, indicating an involvement of pro-eosinophilic survival pathways. CONCLUSIONS FasL activity may play an active role in resolving eosinophilic inflammation through regulating T cells and pro-eosinophilic cytokine release during the allergic airway response.
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Affiliation(s)
| | - F. A. Almeida
- Division of Pulmonary and Critical Care; Thomas Jefferson University; Philadelphia; PA; USA
| | - S. Kierstein
- Pulmonary, Allergy and Critical Care Division; University of Pennsylvania School of Medicine; Philadelphia; PA; USA
| | - L. Hortobagyi
- Pulmonary, Allergy and Critical Care Division; University of Pennsylvania School of Medicine; Philadelphia; PA; USA
| | - T. Lin
- Division of Pulmonary and Critical Care; Thomas Jefferson University; Philadelphia; PA; USA
| | - A. Larkin
- Center for Translational Medicine; Thomas Jefferson University; Philadelphia; PA; USA
| | - J. Peterson
- Center for Translational Medicine; Thomas Jefferson University; Philadelphia; PA; USA
| | - H. Yagita
- Juntendo University School of Medicine; Tokyo; Japan
| | | | - A. Haczku
- Pulmonary, Allergy and Critical Care Division; University of Pennsylvania School of Medicine; Philadelphia; PA; USA
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Eustace AJ, Kennedy S, Larkin A, Mahgoub T, Tryfonopoulos D, O'Driscoll L, Clynes M, Crown J, O'Donovan N. Identification of predictive biomarkers for dasatinib treatment of metastatic melanoma. J Clin Oncol 2011. [DOI: 10.1200/jco.2011.29.15_suppl.8578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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27
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Browne B, Crown J, Eustace AJ, Kennedy S, O'Brien N, Larkin A, Ballot J, Mahgoub T, Qadir Z, Sclafani F, Madden SF, Kennedy MJ, Duffy MJ, O'Donovan N. IGF1R and phosphorylated IGF1R in HER2-positive breast cancer. J Clin Oncol 2011. [DOI: 10.1200/jco.2011.29.15_suppl.587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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28
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Haffner CD, Thomson SA, Guo Y, Petrov K, Larkin A, Banker P, Schaaf G, Dickerson S, Gobel J, Gillie D, Condreay JP, Poole C, Carpenter T, Ulrich J. Substituted N-{3-[(1,1-dioxido-1,2-benzothiazol-3-yl)(phenyl)amino]propyl}benzamide analogs as potent Kv1.3 ion channel blockers. Part 2. Bioorg Med Chem Lett 2010; 20:6989-92. [PMID: 20974533 DOI: 10.1016/j.bmcl.2010.09.131] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2010] [Revised: 09/23/2010] [Accepted: 09/24/2010] [Indexed: 10/19/2022]
Abstract
We report the synthesis and in vitro activity of a series of novel substituted N-{3-[(1,1-dioxido-1,2-benzothiazol-3-yl)(phenyl)amino]propyl}benzamide analogs. These analogs showed potent inhibitory activity against Kv1.3. Several demonstrated similar potency to the known Kv1.3 inhibitor PAP-1 when tested under the IonWorks patch clamp assay conditions. Two compounds 13i and 13rr were advanced further as potential tool compounds for in vivo validation studies.
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Affiliation(s)
- Curt D Haffner
- Department of Medicinal Chemistry, GlaxoSmithKline Research and Development, Research Triangle Park, NC 27709, USA.
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29
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Eustace AJ, Mahgoub T, Kennedy S, Crown J, Larkin A, Tryfonopoulos D, O'Driscoll L, Clynes M, O'Donovan N. Targeting SRC kinase (SRC) in melanoma cells. J Clin Oncol 2010. [DOI: 10.1200/jco.2010.28.15_suppl.8584] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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30
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Larkin A, Friedman K, Mahesh M, Noz M, Wagner S, Wahl R. SU-GG-I-145: Quantifying the Increase in Radiation Exposure Associated with SPECT/CT Compared to SPECT Alone for Routine Nuclear Medicine Examinations. Med Phys 2008. [DOI: 10.1118/1.2961543] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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31
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O'Connor U, Dowling A, Larkin A, Sheahan N, Gray L, Gallagher A, O'Reilly G, Kosunen A, Zdesar U, Malone JF. Development of training syllabi for radiation protection and quality assurance of dual-energy X-ray absorptiometry (DXA) systems. Radiat Prot Dosimetry 2008; 129:211-213. [PMID: 18397931 DOI: 10.1093/rpd/ncn088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
The use of dual-energy X-ray absorptiometry (DXA) scanners for measuring bone mineral density (BMD) is on the increase. A single DXA scan is a relatively low-dose diagnostic X-ray examination; however, radiation protection (RP) issues should not be trivialised. One objective of the EU 6th Framework SENTINEL co-ordination action was to develop training syllabi in RP and quality assurance (QA) for BMD, and this study presents the results. An EU-wide survey was carried out which confirmed that there was a need for an accredited DXA RP training course in many EU states. There is also limited published guidance on acceptance testing/QA for DXA. Two training syllabi were developed: one on RP and one on QA of DXA systems. A training course was delivered in Ireland in 2006 by the Medical Physics & Bioengineering Department of St James's Hospital, Dublin. Following the training course, a PC-based training CD was developed and will be made available. A harmonised approach to training will promote consistent approaches to radiation safety across the EU.
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Affiliation(s)
- U O'Connor
- St James's Hospital, The Haughton Institute, Dublin, Ireland.
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Larkin A, Sheahan N, O'Connor U, Gray L, Dowling A, Vano E, Torbica P, Salat D, Schreiner A, Neofotistou V, Malone JF. QA/acceptance testing of DEXA X-ray systems used in bone mineral densitometry. Radiat Prot Dosimetry 2008; 129:279-283. [PMID: 18381338 DOI: 10.1093/rpd/ncn086] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
New developments in dual energy X-ray absorptiometry (DEXA) imaging technology [fan beam and cone beam (CB)] result in higher exposure levels, shorter scan times, increased patient throughput and increased shielding requirements. This study presents the results of a European survey detailing the number and location of DEXA systems in SENTINEL partner states and the QA (quality assurance) currently performed by physicists and operators in these centres. The results of a DEXA equipment survey based on an in-house developed QA protocol are presented. Measurements show that the total effective dose to the patient from a spine and dual femur DEXA examination on the latest generation DEXA systems is comparable with a few microSv at most. Scatter measurements showed that the use of a mobile lead screen for staff protection was necessary for fan and CB systems. Scattered dose from newer generation systems may also exceed the exposure limits for the general public so structural shielding may also be required. Considerable variation in the magnitude and annual repeatability of half value layer was noted between different models of DEXA scanners. A comparative study of BMD (bone mineral density) accuracy using the European Spine Phantom highlighted a deviation of up to 7% in BMD values between scanners of different manufacturers.
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Affiliation(s)
- A Larkin
- St James's Hospital, Dublin, Ireland, UK.
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Gray L, Dowling A, Gallagher A, Gorman D, O'Connor U, Devine M, Larkin A, Walsh C, Malone JF. Acceptance testing and routine quality control in general radiography: mobile units and film/screen fixed systems. Radiat Prot Dosimetry 2008; 129:276-278. [PMID: 18326885 DOI: 10.1093/rpd/ncn033] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
This study presents the findings from acceptance testing and routine quality control (QC) of general radiographic X-ray equipment in Ireland during 2006 and early 2007, including mobile X-ray units and film/screen fixed systems. Acceptance testing and routine QC of the diagnostic X-ray imaging equipment are requirements of European and Irish legislation. One hundred general radiographic X-ray systems were tested within Ireland, 73% of them failed to meet the required QC guidelines, whereby one or more faults were identified. The majority of these failures were minor ones, requiring attention by the suppliers at the next routine service. Significant faults were only identified in seven systems. The suppliers were requested to investigate these issues as soon as possible and take the necessary corrective action. A review of the QC results highlights the need to perform comprehensive acceptance and routine testing of the systems.
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Affiliation(s)
- L Gray
- St James's Hospital/The Haughton Institute, Dublin, Ireland.
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Walsh C, Gorman D, Byrne P, Larkin A, Dowling A, Malone JF. Quality assurance of computed and digital radiography systems. Radiat Prot Dosimetry 2008; 129:271-275. [PMID: 18319281 DOI: 10.1093/rpd/ncn047] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Computed radiography (CR) and digital radiography (DR) are replacing traditional film screen radiography as hospitals move towards digital imaging and picture archiving and communication systems (PACS). Both IPEM and KCARE have recently published quality assurance and acceptance testing guidelines for DR. In this paper, the performance of a range of CR and DR systems is compared. Six different manufacturers are included. Particular attention is paid to the performance of the systems under automatic exposure control (AEC). The patient is simulated using a range of thicknesses of tissue equivalent material. Image quality assessment was based on detector assessment protocols and includes pixel value measures as well as subjective assessment using Leeds Test Objects. The protocols for detector assessment cover a broad range of tests and in general detectors (whether DR or CR) performed satisfactorily. The chief limitation in performing these tests was that not all systems provided ready access to pixel values. Subjective tests include the use of the Leeds TO20. As part of this work, suggested reference values are provided to calculate the TO20 image quality factor. One consequence of moving from film screen to digital technologies is that the dynamic range of digital detectors is much wider, and increased exposures are no longer evident from changes in image quality. As such, AEC is a key parameter for CR and DR. Dose was measured using a standard phantom as a basic means of comparing systems. In order to assess the AEC performance, exit doses were also measured while varying phantom thickness. Signal-to-noise ratios (SNRs) were calculated on a number of systems where pixel values were available. SNR was affected by the selection of acquisition protocol. Comparisons between different technologies and collation of data will help refine acceptance thresholds and contribute to optimising dose and image quality.
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Affiliation(s)
- C Walsh
- Haughton Institute, Dublin 8 & The Adelaide and Meath Hospital incorporating the National Children's Hospital, Dublin.
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Vano E, Järvinen H, Kosunen A, Bly R, Malone J, Dowling A, Larkin A, Padovani R, Bosmans H, Dragusin O, Jaschke W, Torbica P, Back C, Schreiner A, Bokou C, Kottou S, Tsapaki V, Jankowski J, Papierz S, Domienik J, Werduch A, Nikodemova D, Salat D, Kepler K, Bor MD, Vassileva J, Borisova R, Pellet S, Corbett RH. Patient dose in interventional radiology: a European survey. Radiat Prot Dosimetry 2008; 129:39-45. [PMID: 18287189 DOI: 10.1093/rpd/ncn024] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Patient doses for a few common fluoroscopy-guided procedures in interventional radiology (IR) (excluding cardiology) were collected from a few radiological departments in 13 European countries. The major aim was to evaluate patient doses for the basis of the reference levels. In total, data for 20 procedures for about 1300 patients were collected. There were many-fold variations in the number of IR equipment and procedures per population, in the entrance dose rates, and in the patient dose data (total dose area product or DAP, fluoroscopy time and number of frames). There was no clear correlation between the total DAP and entrance dose rate, or between the total DAP and fluoroscopy time, indicating that a number of parameters affect the differences. Because of the limited number of patients, preliminary reference levels were proposed only for a few procedures. There is a need to improve the optimisation of IR procedures and their definitions and grouping, in order to account for their different complexities.
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Affiliation(s)
- E Vano
- Radiology Department, Ciudad Universitaria, Complutense University, Madrid, Spain
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36
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Dowling A, Gallagher A, O'Connor U, Larkin A, Gorman D, Gray L, Malone J. Acceptance testing and QA of interventional cardiology systems. Radiat Prot Dosimetry 2008; 129:291-294. [PMID: 18283061 DOI: 10.1093/rpd/ncn042] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Interventional cardiology (IC) is a rapidly growing field of medical specialisation. Such procedures are complex and may subject patients and operators to higher levels of risk than those encountered in general radiology. Acceptance testing and quality assurance (QA) of radiological equipment, including IC equipment, is a requirement of the EU Medical Exposures Directive (MED) (97/43/EURATOM). In addition, the MED identifies interventional radiology as an area of special concern. This study presents the results of a survey of 17 IC systems (including several flat panel detector systems) in Irish hospitals. The results of the survey indicate large differences in patient doses between manufacturers for equivalent levels of measured image quality. In addition, all systems were found to have failed one or more acceptance tests, with 60% of systems demonstrating significant problems at acceptance testing. The results of the survey demonstrate the importance of acceptance testing and QA in IC. The results also provide baseline data, which may be used in the development of future QA guidelines.
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Affiliation(s)
- A Dowling
- Department of Medical Physics and Bioengineering, St. James's Hospital, Dublin, Ireland.
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37
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O'Connor U, Dowling A, Gallagher A, Gorman D, Walsh C, Larkin A, Gray L, Devine M, Malone J. Acceptance testing of fluoroscopy systems used for interventional purposes. Radiat Prot Dosimetry 2008; 129:56-58. [PMID: 18285319 DOI: 10.1093/rpd/ncn041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
This study presents the results of acceptance testing on 18 interventional fluoroscopy systems in Ireland. Acceptance testing and routine quality assurance (QA) of X-ray systems are the requirements of the EU Medical Exposures Directive (MED) and these requirements were subsequently implemented into Irish legislation. The MED states that special consideration should be given to the QA and dose assessment of high dose procedures such as interventional fluoroscopy. Owing to the advances in fluoroscopy technology, it has been found that comprehensive testing of interventional systems proves challenging in a busy hospital environment. A number of recurrent problems have been identified and are presented.
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Affiliation(s)
- U O'Connor
- St James's Hospital/The Haughton Institute, Dublin, Ireland.
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38
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Desrosiers L, Rezk S, Larkin A, Khan A, Li C. Myofibroblastoma of the male breast: a rare entity of increasing frequency that can be diagnosed on needle core biopsy. Histopathology 2007; 51:568-72. [PMID: 17880543 DOI: 10.1111/j.1365-2559.2007.02808.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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39
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O'Driscoll L, Walsh N, Larkin A, Ballot J, Ooi WS, Gullo G, O'Connor R, Clynes M, Crown J, Kennedy S. MDR1/P-glycoprotein and MRP-1 drug efflux pumps in pancreatic carcinoma. Anticancer Res 2007; 27:2115-20. [PMID: 17695494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
BACKGROUND Pancreatic cancer is one of the most challenging solid organ malignancies. This is due to its aggressiveness, frequent late presentation as advanced disease and chemoresistance. A better understanding of the molecular basis of its drug resistance is needed. MATERIALS AND METHODS In this study, the first of its kind, the expression of both MDR1 P-gp and MRP-1 protein in pancreatic tumour specimens was examined by immunohistochemistry. Expression of these drug efflux pumps was examined using semi-quantitative immunohistochemistry according to the percentage of cells within the tumour, demonstrating another staining intencity. RESULTS Overall, 93.3% of pancreatic carcinomas expressed MDR1 P-gp, approximately 31% co-expressed MRP-1 with MDR1 P-gp, while 6.7% expressed neither of these proteins. CONCLUSION Our results show that drug efflux pumps, in particular that of MDR1 P-gp, are frequently expressed in pancreatic cancer. While a causative role for these efflux pumps in pancreatic cancer chemoresistance cannot necessarily be concluded, the information presented here should be considered when selecting chemotherapy/drug efflux pump inhibitors for future therapies.
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Affiliation(s)
- L O'Driscoll
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland.
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40
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Roy S, Kenny E, Kennedy S, Larkin A, Ballot J, Perez De Villarreal M, Crown J, O'Driscoll L. MDR1/P-glycoprotein and MRP-1 mRNA and protein expression in non-small cell lung cancer. Anticancer Res 2007; 27:1325-30. [PMID: 17593626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
BACKGROUND Multiple drug resistance (MDR), both inherent and acquired, is a serious problem in non-small cell lung carcinomas (NSCLC). The purpose of this study was to investigate the prevalence of expression of genes encoding drug efflux pumps, MDR1 and MRP-1, at both the mRNA and protein levels, in this type of cancer. MATERIALS AND METHODS Tumour specimens (38 cases) were analysed using immunohistochemistry and, where possible (30 cases), also using reverse-transcriptase polymerase chain reaction. RESULTS The results from this analysis indicated that either, or both, drug efflux pumps were frequently expressed in NSCLC. Expression of mrp1 was found to be predominant over mdr1 at the mRNA level, while MDR1 P-gp was more frequently detected than MRP-1 protein. In some cases, proteins encoding pumps were detected without corresponding mRNAs--possibly due to differing sensitivities of the analysis techniques. CONCLUSION Future studies of mdr1 and mrp1 using increased-sensitivity qPCR techniques, in parallel with protein analysis, in larger cohorts of cases may help to elucidate the role of drug efflux pumps in NSCLC multiple drug resistance.
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Affiliation(s)
- S Roy
- St. Vincent's University Hospital, Dublin 4, Ireland
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41
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O'Connor R, O'Leary M, Ballot J, Collins CD, Kinsella P, Mager DE, Arnold RD, O'Driscoll L, Larkin A, Kennedy S, Fennelly D, Clynes M, Crown J. A phase I clinical and pharmacokinetic study of the multi-drug resistance protein-1 (MRP-1) inhibitor sulindac, in combination with epirubicin in patients with advanced cancer. Cancer Chemother Pharmacol 2006; 59:79-87. [PMID: 16642371 DOI: 10.1007/s00280-006-0240-7] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2006] [Accepted: 03/20/2006] [Indexed: 12/16/2022]
Abstract
PURPOSE Multi-drug resistance mediated by ATP-binding cassette trans-membrane protein pumps is an important cause of cancer treatment failure. Sulindac has been shown to be a competitive substrate for the clinically important resistance protein, multi-drug resistance protein-1 (MRP-1), and thus might enhance the anti-cancer activity of substrate chemotherapeutic agents, e.g. anthracyclines. METHODS We conducted a dose-escalating, single arm, prospective, open label, non-randomised phase I trial of epirubicin (75 mg/m(2)) in combination with escalating oral doses of sulindac (0-800 mg) in patients with advanced cancer to identify an appropriate dose of sulindac to use in future resistance studies. Anthracycline and sulindac pharmacokinetics were studied in cycles 1 and 3. RESULTS Seventeen patients (8 breast, 3 lung, 2 bowel, 1 melanoma, 1 renal, 1 ovarian and 1 of unknown primary origin, 16/17 having had prior chemotherapy) were enrolled. Eight patients received a full six cycles of treatment; 14 patients received three or more cycles. Dose-limiting toxicity was observed in two patients at 800 mg sulindac (1 renal impairment, 1 fatal haemoptysis in a patient with advanced lung cancer), and sulindac 600 mg was deemed to be the maximum tolerated dose. Sulindac had no effect on epirubicin pharmacokinetics. Among 15 patients with evaluable tumour, two partial responses were seen (malignant melanoma and breast cancer). Four others had prolonged stable disease. CONCLUSION Epirubicin 75 mg/m(2) and sulindac 600 mg are the recommended doses for phase II studies for these agents in combination.
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MESH Headings
- ATP Binding Cassette Transporter, Subfamily B, Member 1/antagonists & inhibitors
- ATP Binding Cassette Transporter, Subfamily B, Member 1/metabolism
- Adult
- Aged
- Anti-Inflammatory Agents, Non-Steroidal/adverse effects
- Anti-Inflammatory Agents, Non-Steroidal/pharmacokinetics
- Anti-Inflammatory Agents, Non-Steroidal/therapeutic use
- Antibiotics, Antineoplastic/adverse effects
- Antibiotics, Antineoplastic/therapeutic use
- Chemotherapy, Adjuvant
- Creatinine/blood
- Dose-Response Relationship, Drug
- Drug Resistance, Multiple/drug effects
- Drug Resistance, Neoplasm/drug effects
- Epirubicin/adverse effects
- Epirubicin/therapeutic use
- Female
- Humans
- Immunohistochemistry
- Male
- Middle Aged
- Myocardium/metabolism
- Neoplasms/drug therapy
- Neoplasms/metabolism
- Neoplasms/pathology
- Platelet Count
- Prospective Studies
- Sulindac/adverse effects
- Sulindac/pharmacokinetics
- Sulindac/therapeutic use
- Troponin/metabolism
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Affiliation(s)
- R O'Connor
- The National Institute for Cellular Biotechnology, Dublin City University, Dublin, 9, Ireland.
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42
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Tian C, Larkin A. Deterministic weak localization in periodic structures. Phys Rev Lett 2005; 95:246601. [PMID: 16384403 DOI: 10.1103/physrevlett.95.246601] [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] [Received: 03/14/2005] [Indexed: 05/05/2023]
Abstract
In some perfect periodic structures classical motion exhibits deterministic diffusion. For such systems we present the weak localization theory. As a manifestation for the velocity autocorrelation function a universal power law decay is predicted to appear at four Ehrenfest times. This deterministic weak localization is robust against weak quenched disorders, which may be confirmed by coherent backscattering measurements of periodic photonic crystals.
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Affiliation(s)
- C Tian
- Kavli Institute for Theoretical Physics, University of California, Santa Barbara, California 93106, USA
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43
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James D, Leadbeatter S, Davison A, Coyle T, Larkin A, Smith K, Mayo S, Hunt N. Sci Justice 2005; 45:227-228. [DOI: 10.1016/s1355-0306(05)71669-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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44
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Walsh C, Larkin A, Dennan S, O'Reilly G. Exposure variations under error conditions in automatic exposure controlled film-screen projection radiography. Br J Radiol 2004; 77:931-3. [PMID: 15507417 DOI: 10.1259/bjr/62185486] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Improper automatic exposure control (AEC) termination may result in high overexposures on some radiographic systems. Under AEC, X-ray factors are adjusted automatically to compensate for differences in patient thickness and density. In radiography, AEC is implemented using ionization chambers placed in the film bucky. In this study we deliberately chose incorrect set-up conditions and assessed the response of the AEC system. Two types of incorrect set-up were studied: (1) incorrect selection of bucky radiation detector and (2) simulated misalignment between the X-ray field and light field. The systems tested varied in age from 1 year to in excess of 10 years. In the first test, overexposures of 90 mGy were recorded. Two systems did not meet EC guidelines for improper AEC termination. The second test, misalignment of the X-ray field, was observed to affect the exposure delivered by approximately +/-22%. The maximum dose increase observed, with a chest phantom in the beam, was 165 microGy. Misalignments also resulted in reduced exposures, which may impact on image quality.
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Affiliation(s)
- C Walsh
- St. James's Hospital, Dublin 8, Ireland
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45
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Abstract
Quantum kicked rotor was recently realized in experiments with cold atomic gases and standing optical waves. As predicted, it exhibits dynamical localization in the momentum space. Here we consider the weak-localization regime concentrating on the Ehrenfest time scale. The latter accounts for the spread time of a minimal wave packet and is proportional to the logarithm of the Planck constant. We show that the onset of the dynamical localization is essentially delayed by four Ehrenfest times, and give quantitative predictions suitable for an experimental verification.
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Affiliation(s)
- C Tian
- Department of Physics, University of Minnesota, Minneapolis, MN 55455, USA
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46
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Li Y, Li H, Bassi R, Ludwig D, Witte L, Meyer D, Larkin A, Zhu Z, Senter P, Hicklin D. 308 Inhibition of FLT3-expressing leukemia cells by a monoclonal antibody-auristatin conjugate. EJC Suppl 2004. [DOI: 10.1016/s1359-6349(04)80316-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
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47
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Abstract
Fibre mapping, more commonly known as one-to-one taping, was developed in Germany approximately twenty years ago. The technique facilitates the distribution of fibres on a surface to be recorded. The impact of this technique on the investigation of serious crime has been reported in the European Fibre Group on several occasions. This paper represents a case study of the application of the technique. It is believed to be the first time that this technique has been successfully applied in the United Kingdom.
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Affiliation(s)
- T Coyle
- Forensic Alliance, F5, Culham Science Centre, Abingdon OX14 3ED, United Kingdom
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48
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O'Driscoll L, Cronin D, Kennedy SM, Purcell R, Linehan R, Glynn S, Larkin A, Scanlon K, McDermott EW, Hill AD, O'Higgins NJ, Parkinson M, Clynes M. Expression and prognostic relevance of Mcl-1 in breast cancer. Anticancer Res 2004; 24:473-82. [PMID: 15152946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Abstract
BACKGROUND Bcl-2, an anti-apoptotic protein, is frequently associated with favourable prognosis in breast cancer. The potential role of mcl-1, another bcl-2 family member, in breast cancer has not yet been defined. PATIENTS AND METHODS This study examined the expression of mcl-1 and bcl-2 in 170 cases of invasive primary breast carcinoma, using reverse-transcriptase polymerase chain reaction and immunohistochemical analyses. RESULTS Expression of bcl-2 mRNA and protein were found to be favourably associated with outcome for patients, supporting a prognostic role for bcl-2 in breast cancer, whereas mcl-1 expression, at the mRNA or protein level, did not correlate with tumour size, grade, lymph node or ER status, age of patient at diagnosis, or disease outcome. CONCLUSION As these analyses of mcl-1 expression may have co-detected mcl-1(S/deltaTM) (a more recently identified, shorter variant, that may be pro-apoptotic) with the anti-apoptotic wild-type of mcl-1, it is possible that future studies may indicate some significant clinical correlations if the isoforms can be independently investigated.
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Affiliation(s)
- L O'Driscoll
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
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49
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Gompels MM, Hodges E, Lock RJ, Angus B, White H, Larkin A, Chapel HM, Spickett GP, Misbah SA, Smith JL. Lymphoproliferative disease in antibody deficiency: a multi-centre study. Clin Exp Immunol 2003; 134:314-20. [PMID: 14616793 PMCID: PMC1808874 DOI: 10.1046/j.1365-2249.2003.02253.x] [Citation(s) in RCA: 76] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We have undertaken a retrospective study of antibody deficient patients, with and without lymphoma, and assessed the ability of specific polymerase chain reaction (PCR) primers to determine if the detection of clonal lymphocyte populations correlates with clinical and immunohistochemical diagnosis of lymphoma. We identified 158 cases with antibody deficiency presenting during the past 20 years. Paraffin-embedded biopsy specimens or slides were available for analysis in a cohort of 34 patients. Of these patients, 29 had common variable immunodeficiency, one X-linked agammaglobulinaemia, one X-linked immunoglobulin deficiency of uncertain cause and three isolated IgG subclass deficiency. We have confirmed that lymphoma in antibody deficiency is predominantly B cell in origin. Clonal lymphocyte populations were demonstrated in biopsies irrespective of histology (16/19 with lymphoma and 11/15 without). Isolated evidence of clonality in biopsy material is therefore an insufficient diagnostic criterion to determine malignancy. Furthermore, our data suggest that clonal expansions are rarely the result of Epstein-Barr virus-driven disease.
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Affiliation(s)
- M M Gompels
- Immunology and Immunogenetics, Southmead Hospital, North Bristol NHS Trust, Bristol, UK.
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50
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Connolly L, Moran E, Larkin A, Scheffer G, Scheper R, Sarkadi B, Kool M, Clynes M. A new monoclonal antibody, P2A8(6), that specifically recognizes a novel epitope on the multidrug resistance-associated protein 1 (MRP1), but not on MRP2 nor MRP3. Hybrid Hybridomics 2002; 20:333-41. [PMID: 11839251 DOI: 10.1089/15368590152740734] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Multidrug resistance (MDR) is a major problem in the chemotherapeutic treatment of cancer. Overexpression of the multidrug resistance-associated protein 1 (MRP1), is associated with MDR in certain tumors. A number of MRP1-specific MAbs, which facilitate both clinical and experimental investigations of this protein, are available. To add to this panel of existing antibodies, we have now generated an additional MRP1-specific monoclonal antibody (MAb), P2A8(6), which detects a unique heat stable epitope on the MRP1 molecule. Female Wistar rats were immunized via footpad injections with a combination of two short synthetic peptides corresponding to amino acids 235-246 (peptide A) and 246-260 (peptide B) of the MRP1 protein. Immune reactive B cells were then isolated from the popliteal lymph nodes for fusion with SP2/O-Ag14 myeloma cells. Resultant hybridoma supernatants were screened for MRP1-specific antibody production. Antibody P2A8(6) was characterized by Western blotting and immunocytochemistry on paired multidrug resistant (MRP1 overexpressing) and sensitive parental cell lines. The antibody detects a protein of 190 kDa in MRP1-expressing cell lines but not in MRP2- or MRP3-transfected cell lines. P2A8(6) stains drug-selected and MRP1-transfected cell lines homogeneously by immunocytochemistry and recognizes MRP1 by immunohistochemistry on formalin-fixed paraffin wax-embedded tissue sections. Peptide inhibition studies confirm that P2A8(6) reacts with peptide B (amino acids 246-260), therefore recognizing a different epitope from that of all currently available MRP1 MAbs. This new MAb, chosen for its specificity to the MRP1 protein, may be a useful addition to the currently available range of MRP1-specific MAbs.
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Affiliation(s)
- L Connolly
- National Cell and Tissue Culture Centre/Bioresearch Ireland, D.C.U., Glasnevin, Dublin 9, Ireland
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