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Angley M, Zhang Y, Koutrakis P, Kahe K. Exposure to radon and ambient particle radioactivity during pregnancy and adverse maternal, fetal and perinatal outcomes: The current literature and potential mechanisms. ENVIRONMENTAL RESEARCH 2024; 263:120272. [PMID: 39481782 DOI: 10.1016/j.envres.2024.120272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 10/12/2024] [Accepted: 10/29/2024] [Indexed: 11/02/2024]
Abstract
Radon is a colorless, odorless radioactive gas that is naturally occurring in the environment, originating from the decay of uranium that exists in the earth's crust. In addition to lung cancer, radon exposure has recently been associated with hypertension and cardiovascular disease. However, little consideration has been given to radon exposure during pregnancy, even though pregnant people are a more vulnerable population and ionizing radiation is a known risk factor for adverse maternal and fetal outcomes. There is also greater recognition of the potential effect of ambient particle radioactivity. The radioactivity of ambient particles is primarily due to the decay of radon progeny, and thus another source of exposure to radiation due to radon decay. We systematically searched and evaluated the literature and summarized the current evidence on radon and particle radioactivity exposure during pregnancy. While the literature is sparse, we identified eight human studies that address this topic. The accumulated evidence suggests that radon and particle radioactivity may be associated with a range of adverse pregnancy outcomes, including gestational diabetes and hypertension and fetal development. Additionally, we highlight several potential biological pathways by which radon may affect maternal and fetal health. The ubiquity of radon and ambient particle radioactivity exposure, biological plausibility and results of early studies all suggest radon exposure during pregnancy is an important topic that merits further investigation.
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Affiliation(s)
- Meghan Angley
- Department of Obstetrics and Gynecology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Yijia Zhang
- Department of Obstetrics and Gynecology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Petros Koutrakis
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Ka Kahe
- Department of Obstetrics and Gynecology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA.
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2
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Helmig D, Nobel J, Caputi D, Brown D, Daly RW, Darby LS, Doe PT, Gonzalez O, Greenberg G, Hueber J, Potter K, Schade GW, Simoncic S, Stahli M, Subra W. Elevated airborne radioactivity downwind of a Colorado oil refinery. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION (1995) 2024:1-12. [PMID: 39189887 DOI: 10.1080/10962247.2024.2393194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 07/09/2024] [Accepted: 07/22/2024] [Indexed: 08/28/2024]
Abstract
Airborne radioactivity from fossil fuel production systems is poorly characterized, but a recent study showed elevated ambient levels with proximity to oil and gas production wells. Here, we report year-long, high temporal resolution monitoring results of airborne alpha radioactivity from both radon gas and radon progeny attached to particulates immediately northeast of an oil refinery in Commerce City, Colorado, USA, in an environmental justice community of concern. Gas and particle-associated radioactivity contributed nearly evenly to the total alpha radioactivity. Total radioactivity levels of 30-40 Bq m-3 were 2-3 times higher than background levels (~10-15 Bq m-3) when winds were light and southwesterly, suggesting the refinery as the geographic origin. Furthermore, elevated airborne radioactivity tracked most closely with the light hydrocarbon and natural gas tracer ethane. Thus, the data imply natural gas as the radon emission carrier. Our findings are unique and suggest a need for further investigations of radon emissions from oil and gas infrastructure such as natural gas processing plants, compressor stations, petrochemical plants, and oil refineries that process oil and natural gas from unconventional production.Implications: Regulatory agencies currently do not mandate or conduct monitoring of radioactivity releases and public exposure from petroleum industry air emissions. This study reports elevated radioactivity from radon gas and nonvolatile radon decay products attached to particulate matter, at about 2-3 times above background levels in proximity to Colorado's largest oil refinery. Observations were within an environmental justice community of concern that experiences well above-average exposure to many other harmful atmospheric pollutants, suggesting potential adverse health effects from this cumulative exposure. Our findings offer actionable insights for policymakers, industry stakeholders, and affected communities alike.
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Affiliation(s)
- Detlev Helmig
- Boulder Atmosphere Innovation Research LLC, Boulder, Colorado, USA
| | | | - Dani Caputi
- Boulder Atmosphere Innovation Research LLC, Boulder, Colorado, USA
- Planet Ozone Meteorological Consulting, Concord, California, USA
| | - David Brown
- Environment and Human Health Inc, Westport, Connecticut, USA
| | - Ryan W Daly
- Boulder Atmosphere Innovation Research LLC, Boulder, Colorado, USA
| | - Lisa S Darby
- Boulder Atmosphere Innovation Research LLC, Boulder, Colorado, USA
- LDWX LLC, Boulder, Colorado, USA
| | | | | | | | - Jacques Hueber
- Boulder Atmosphere Innovation Research LLC, Boulder, Colorado, USA
| | - Kat Potter
- Boulder Atmosphere Innovation Research LLC, Boulder, Colorado, USA
- Kateric Ltd, Longmont, Colorado, USA
| | - Gunnar W Schade
- Atmospheric Sciences, Texas A&M University, College Station, Texas, USA
| | - Susan Simoncic
- Boulder Atmosphere Innovation Research LLC, Boulder, Colorado, USA
- Pitch Roll and Yaw LLC, Boulder, Colorado, USA
| | - Michel Stahli
- Boulder Atmosphere Innovation Research LLC, Boulder, Colorado, USA
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Zhao D, Mo Y, Neganova ME, Aleksandrova Y, Tse E, Chubarev VN, Fan R, Sukocheva OA, Liu J. Dual effects of radiotherapy on tumor microenvironment and its contribution towards the development of resistance to immunotherapy in gastrointestinal and thoracic cancers. Front Cell Dev Biol 2023; 11:1266537. [PMID: 37849740 PMCID: PMC10577389 DOI: 10.3389/fcell.2023.1266537] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 09/19/2023] [Indexed: 10/19/2023] Open
Abstract
Successful clinical methods for tumor elimination include a combination of surgical resection, radiotherapy, and chemotherapy. Radiotherapy is one of the crucial components of the cancer treatment regimens which allow to extend patient life expectancy. Current cutting-edge radiotherapy research is focused on the identification of methods that should increase cancer cell sensitivity to radiation and activate anti-cancer immunity mechanisms. Radiation treatment activates various cells of the tumor microenvironment (TME) and impacts tumor growth, angiogenesis, and anti-cancer immunity. Radiotherapy was shown to regulate signaling and anti-cancer functions of various TME immune and vasculature cell components, including tumor-associated macrophages, dendritic cells, endothelial cells, cancer-associated fibroblasts (CAFs), natural killers, and other T cell subsets. Dual effects of radiation, including metastasis-promoting effects and activation of oxidative stress, have been detected, suggesting that radiotherapy triggers heterogeneous targets. In this review, we critically discuss the activation of TME and angiogenesis during radiotherapy which is used to strengthen the effects of novel immunotherapy. Intracellular, genetic, and epigenetic mechanisms of signaling and clinical manipulations of immune responses and oxidative stress by radiotherapy are accented. Current findings indicate that radiotherapy should be considered as a supporting instrument for immunotherapy to limit the cancer-promoting effects of TME. To increase cancer-free survival rates, it is recommended to combine personalized radiation therapy methods with TME-targeting drugs, including immune checkpoint inhibitors.
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Affiliation(s)
- Deyao Zhao
- Department of Radiation Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yingyi Mo
- Department of Radiation Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Margarita E. Neganova
- Arbuzov Institute of Organic and Physical Chemistry, FRC Kazan Scientific Center, Russian Academy of Sciences, Kazan, Russia
- Institute of Physiologically Active Compounds at Federal Research Center of Problems of Chemical Physics and Medicinal Chemistry, Russian Academy of Sciences, Chernogolovka, Russia
| | - Yulia Aleksandrova
- Arbuzov Institute of Organic and Physical Chemistry, FRC Kazan Scientific Center, Russian Academy of Sciences, Kazan, Russia
- Institute of Physiologically Active Compounds at Federal Research Center of Problems of Chemical Physics and Medicinal Chemistry, Russian Academy of Sciences, Chernogolovka, Russia
| | - Edmund Tse
- Department of Hepatology, Royal Adelaide Hospital, CALHN, Adelaide, SA, Australia
| | - Vladimir N. Chubarev
- Sechenov First Moscow State Medical University, Sechenov University, Moscow, Russia
| | - Ruitai Fan
- Department of Radiation Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Olga A. Sukocheva
- Department of Hepatology, Royal Adelaide Hospital, CALHN, Adelaide, SA, Australia
| | - Junqi Liu
- Department of Radiation Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Stern RA, Lawrence J, Wolfson JM, Li L, Koutrakis P. Radon sampling methodologies: A case for accurate, accessible measurements using household instruments. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION (1995) 2023; 73:519-524. [PMID: 37311115 PMCID: PMC11380572 DOI: 10.1080/10962247.2023.2223149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 04/26/2023] [Accepted: 05/10/2023] [Indexed: 06/15/2023]
Abstract
Radon is a prevalent carcinogenic gas and the leading cause of lung cancer in the United States besides smoking. As the residential environment is the primary source of radon exposure, accessible and accurate measurements of radon in this environment are essential. However, no radon monitors have been evaluated that are inexpensive enough for regular household use. In this study, we examine two household-grade, continuous monitoring devices, the Ecosense RadonEye and EcoQube. We compare them to two research-grade instruments, the Durridge Company Rad7 and the Rad Elec Inc. E-PERM. In our study, the Ecosense household radon monitors performed accurately and can be used by homeowners and researchers alike as an affordable and reliable radon sensor.Implications: The ability of homeowners and renters to regularly monitor the radon levels inside their home is an important preventative health measure. However, low-cost instrumentation is needed that can provide accurate radon measurements. In this study, we show that the affordable Ecosense continuous monitors produce results that are in line with expensive research-grade instruments in a residential environment, over a range of concentrations. The Ecosense monitors may be suitable for home use, and they may provide a solution that can be used by policymakers and home-dwellers alike to improve regular radon monitoring in residences.
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Affiliation(s)
- Rebecca A Stern
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, Massachusetts, USA
| | - Joy Lawrence
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, Massachusetts, USA
| | - Jack M Wolfson
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, Massachusetts, USA
| | - Longxiang Li
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, Massachusetts, USA
| | - Petros Koutrakis
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, Massachusetts, USA
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5
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Zoran MA, Savastru RS, Savastru DM, Tautan MN. Cumulative effects of air pollution and climate drivers on COVID-19 multiwaves in Bucharest, Romania. PROCESS SAFETY AND ENVIRONMENTAL PROTECTION : TRANSACTIONS OF THE INSTITUTION OF CHEMICAL ENGINEERS, PART B 2022; 166:368-383. [PMID: 36034108 PMCID: PMC9391082 DOI: 10.1016/j.psep.2022.08.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 08/12/2022] [Accepted: 08/16/2022] [Indexed: 06/15/2023]
Abstract
Over more than two years of global health crisis due to ongoing COVID-19 pandemic, Romania experienced a five-wave pattern. This study aims to assess the potential impact of environmental drivers on COVID-19 transmission in Bucharest, capital of Romania during the analyzed epidemic period. Through descriptive statistics and cross-correlation tests applied to time series of daily observational and geospatial data of major outdoor inhalable particulate matter with aerodynamic diameter ≤ 2.5 µm (PM2.5) or ≤ 10 µm (PM10), nitrogen dioxide (NO2), ozone (O3), sulfur dioxide (SO2), carbon monoxide (CO), Aerosol Optical Depth at 550 nm (AOD) and radon (222Rn), we investigated the COVID-19 waves patterns under different meteorological conditions. This study examined the contribution of individual climate variables on the ground level air pollutants concentrations and COVID-19 disease severity. As compared to the long-term average AOD over Bucharest from 2015 to 2019, for the same year periods, this study revealed major AOD level reduction by ~28 % during the spring lockdown of the first COVID-19 wave (15 March 2020-15 May 2020), and ~16 % during the third COVID-19 wave (1 February 2021-1 June 2021). This study found positive correlations between exposure to air pollutants PM2.5, PM10, NO2, SO2, CO and 222Rn, and significant negative correlations, especially for spring-summer periods between ground O3 levels, air temperature, Planetary Boundary Layer height, and surface solar irradiance with COVID-19 incidence and deaths. For the analyzed time period 1 January 2020-1 April 2022, before and during each COVID-19 wave were recorded stagnant synoptic anticyclonic conditions favorable for SARS-CoV-2 virus spreading, with positive Omega surface charts composite average (Pa/s) at 850 mb during fall- winter seasons, clearly evidenced for the second, the fourth and the fifth waves. These findings are relevant for viral infections controls and health safety strategies design in highly polluted urban environments.
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Key Words
- 222Rn
- 222Rn, Radon
- AOD, Total Aerosol Optical Depth at 550 nm
- Aerosol Optical Depth (AOD)
- CAMS, Copernicus Atmosphere Monitoring Service
- CO, Carbon monoxide
- COVID, 19 Coronavirus Disease 2019
- COVID-19 disease
- Climate variables
- DNC, Daily New COVID-19 positive cases
- DND, Daily New COVID-19 Deaths
- MERS, CoV Middle East respiratory syndrome coronavirus
- NO2, Nitrogen dioxide
- NOAA, National Oceanic and Atmospheric Administration U.S.A.
- O3, Ozone
- Outdoor air pollutants
- PBL, Planetary Boundary Layer height
- PM, Particulate Matter: PM1(1 µm), PM2.5 (2.5 µm) and PM10(10.0 µm) diameter
- RH, Air relative humidity
- SARS, CoV Severe Outdoor Respiratory Syndrome Coronavirus
- SARS, CoV-2 Severe Outdoor Respiratory Syndrome Coronavirus 2
- SI, Surface solar global irradiance
- SO2, Sulfur dioxide
- Synoptic meteorological circulation
- T, Air temperature at 2 m height
- p, Air pressure
- w, Wind speed intensity
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Affiliation(s)
- Maria A Zoran
- IT Department, National Institute of R&D for Optoelectronics, Atomistilor Street 409, MG5, Magurele, Bucharest 077125, Romania
| | - Roxana S Savastru
- IT Department, National Institute of R&D for Optoelectronics, Atomistilor Street 409, MG5, Magurele, Bucharest 077125, Romania
| | - Dan M Savastru
- IT Department, National Institute of R&D for Optoelectronics, Atomistilor Street 409, MG5, Magurele, Bucharest 077125, Romania
| | - Marina N Tautan
- IT Department, National Institute of R&D for Optoelectronics, Atomistilor Street 409, MG5, Magurele, Bucharest 077125, Romania
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6
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Zoran MA, Savastru RS, Savastru DM, Tautan MN. Impacts of exposure to air pollution, radon and climate drivers on the COVID-19 pandemic in Bucharest, Romania: A time series study. ENVIRONMENTAL RESEARCH 2022; 212:113437. [PMID: 35594963 PMCID: PMC9113773 DOI: 10.1016/j.envres.2022.113437] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 05/03/2022] [Accepted: 05/04/2022] [Indexed: 05/05/2023]
Abstract
During the ongoing global COVID-19 pandemic disease, like several countries, Romania experienced a multiwaves pattern over more than two years. The spreading pattern of SARS-CoV-2 pathogens in the Bucharest, capital of Romania is a multi-factorial process involving among other factors outdoor environmental variables and viral inactivation. Through descriptive statistics and cross-correlation analysis applied to daily time series of observational and geospatial data, this study aims to evaluate the synergy of COVID-19 incidence and lethality with air pollution and radon under different climate conditions, which may exacerbate the coronavirus' effect on human health. During the entire analyzed period 1 January 2020-21 December 2021, for each of the four COVID-19 waves were recorded different anomalous anticyclonic synoptic meteorological patterns in the mid-troposphere, and favorable stability conditions during fall-early winter seasons for COVID-19 disease fast-spreading, mostly during the second, and the fourth waves. As the temporal pattern of airborne SARS-CoV-2 and its mutagen variants is affected by seasonal variability of the main air pollutants and climate parameters, this paper found: 1) the daily outdoor exposures to air pollutants (particulate matter PM2.5 and PM10, nitrogen dioxide-NO2, sulfur dioxide-SO2, carbon monoxide-CO) and radon - 222Rn, are directly correlated with the daily COVID-19 incidence and mortality, and may contribute to the spread and the severity of the pandemic; 2) the daily ground ozone-O3 levels, air temperature, Planetary Boundary Layer height, and surface solar irradiance are anticorrelated with the daily new COVID-19 incidence and deaths, averageingful for spring-summer periods. Outdoor exposure to ambient air pollution associated with radon is a non-negligible driver of COVID-19 transmission in large metropolitan areas, and climate variables are risk factors in spreading the viral infection. The findings of this study provide useful information for public health authorities and decision-makers to develop future pandemic diseases strategies in high polluted metropolitan environments.
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Affiliation(s)
- Maria A Zoran
- National Institute of R&D for Optoelectronics, Bucharest, Magurele, Romania.
| | - Roxana S Savastru
- National Institute of R&D for Optoelectronics, Bucharest, Magurele, Romania
| | - Dan M Savastru
- National Institute of R&D for Optoelectronics, Bucharest, Magurele, Romania
| | - Marina N Tautan
- National Institute of R&D for Optoelectronics, Bucharest, Magurele, Romania
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Schiff JE, Vieira CLZ, Garshick E, Wang V, Blomberg A, Gold DR, Schwartz J, Tracy SM, Vokonas P, Koutrakis P. The role of solar and geomagnetic activity in endothelial activation and inflammation in the NAS cohort. PLoS One 2022; 17:e0268700. [PMID: 35881632 PMCID: PMC9321765 DOI: 10.1371/journal.pone.0268700] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 05/05/2022] [Indexed: 01/08/2023] Open
Abstract
This study investigated the associations between solar and geomagnetic activity and circulating biomarkers of systemic inflammation and endothelial activation in the Normative Aging Study (NAS) cohort. Mixed effects models with moving day averages from day 0 to day 28 were used to study the associations between solar activity (sunspot number (SSN), interplanetary magnetic field (IMF)), geomagnetic activity (planetary K index (Kp index), and various inflammatory and endothelial markers. Biomarkers included intracellular adhesion molecule-1 (sICAM-1), vascular cell adhesion molecule-1 (sVCAM-1), C-reactive protein (CRP), and fibrinogen. After adjusting for demographic and meteorological variables, we observed significant positive associations between sICAM-1 and sVCAM-1 concentrations and solar and geomagnetic activity parameters: IMF, SSN, and Kp. Additionally, a negative association was observed between fibrinogen and Kp index and a positive association was observed for CRP and SSN. These results demonstrate that solar and geomagnetic activity might be upregulating endothelial activation and inflammation.
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Affiliation(s)
- Jessica E. Schiff
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States of America
| | - Carolina L. Z. Vieira
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States of America
| | - Eric Garshick
- Pulmonary, Allergy, Sleep, and Critical Care Medicine Section, VA Boston Healthcare System, Boston, MA, United States of America
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA, United States of America
- Harvard Medical School, Boston, MA, United States of America
| | - Veronica Wang
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States of America
| | - Annelise Blomberg
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States of America
| | - Diane R. Gold
- Professor of Medicine, Harvard Medical School, Boston, MA, United States of America
- Professor of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America
| | - Joel Schwartz
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States of America
| | - Samantha M. Tracy
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States of America
| | - Pantel Vokonas
- VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, Boston, MA, United States of America
| | - Petros Koutrakis
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States of America
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8
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Zhang Y, Lu L, Chen C, Field RW, D'Alton M, Kahe K. Does protracted radon exposure play a role in the development of dementia? ENVIRONMENTAL RESEARCH 2022; 210:112980. [PMID: 35189101 PMCID: PMC9081166 DOI: 10.1016/j.envres.2022.112980] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2021] [Revised: 01/17/2022] [Accepted: 02/17/2022] [Indexed: 06/10/2023]
Abstract
Radon is a ubiquitous radioactive gas that decays into a series of solid radioactive decay products. Radon, and its decay products, enter the human body primarily through inhalation and can be delivered to various tissues including the brain through systemic circulation. It can also reach the brain by neuronal pathways via the olfactory system. While ionizing radiation has been suggested as a risk factor of dementia for decades, studies exploring the possible role of radon exposure in the development of Alzheimer's Diseases (AD) and other dementias are sparse. We systematically reviewed the literature and found several lines of evidence suggesting that radon decay products (RDPs) disproportionally deposit in the brain of AD patients with selective accumulation within the protein fractions. Ecologic study findings also indicate a significant positive correlation between geographic-level radon distribution and AD mortality in the US. Additionally, pathologic studies of radon shed light on the potential pathways of radon decay product induced proinflammation and oxidative stress that may result in the development of dementia. In summary, there are plausible underlying biological mechanisms linking radon exposure to the risk of dementia. Since randomized clinical trials on radon exposure are not feasible, well-designed individual-level epidemiologic studies are urgently needed to elucidate the possible association between radon (i.e., RDPs) exposure and the onset of dementia.
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Affiliation(s)
- Yijia Zhang
- Department of Obstetrics and Gynecology, Columbia University Irving Medical Center, New York, NY, 10032, USA; Department of Epidemiology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Liping Lu
- Department of Obstetrics and Gynecology, Columbia University Irving Medical Center, New York, NY, 10032, USA; Department of Epidemiology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Cheng Chen
- Department of Obstetrics and Gynecology, Columbia University Irving Medical Center, New York, NY, 10032, USA; Department of Epidemiology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - R William Field
- Department of Occupational and Environmental Health and Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, IA, 52242, USA
| | - Mary D'Alton
- Department of Obstetrics and Gynecology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Ka Kahe
- Department of Obstetrics and Gynecology, Columbia University Irving Medical Center, New York, NY, 10032, USA; Department of Epidemiology, Columbia University Irving Medical Center, New York, NY, 10032, USA.
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9
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Colonna KJ, Koutrakis P, Kinney PL, Cooke RM, Evans JS. Mortality Attributable to Long-Term Exposure to Ambient Fine Particulate Matter: Insights from the Epidemiologic Evidence for Understudied Locations. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:6799-6812. [PMID: 35442648 DOI: 10.1021/acs.est.1c08343] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Epidemiologic cohort studies have consistently demonstrated that long-term exposure to ambient fine particles (PM2.5) is associated with mortality. Nevertheless, extrapolating results to understudied locations may involve considerable uncertainty. To explore this issue, this review discusses the evidence for (i) the associated risk of mortality, (ii) the shape of the concentration-response function, (iii) a causal interpretation, and (iv) how the source mix/composition of PM2.5 and population characteristics may alter the effect. The accumulated evidence suggests the following: (i) In the United States, the change in all-cause mortality risk per μg/m3 is about 0.8%. (ii) The concentration-response function appears nonlinear. (iii) Causation is overwhelmingly supported. (iv) Fossil fuel combustion-related sources are likely more toxic than others, and age, race, and income may modify the effect. To illustrate the use of our findings in support of a risk assessment in an understudied setting, we consider Kuwait. However, given the complexity of this relationship and the heterogeneity in reported effects, it is unreasonable to think that, in such circumstances, point estimates can be meaningful. Consequently, quantitative probabilistic estimates, which cannot be derived objectively, become essential. Formally elicited expert judgment can provide such estimates, and this review provides the evidence to support an elicitation.
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Affiliation(s)
- Kyle J Colonna
- Department of Environmental Health, Harvard University T.H. Chan School of Public Health, Boston, Massachusetts 02115, United States
| | - Petros Koutrakis
- Department of Environmental Health, Harvard University T.H. Chan School of Public Health, Boston, Massachusetts 02115, United States
| | - Patrick L Kinney
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts 02118, United States
| | - Roger M Cooke
- Resources for the Future, Washington, DC 20036, United States
- Department of Mathematics, Delft University of Technology, Delft, NL 2628 XE, Netherlands
| | - John S Evans
- Department of Environmental Health, Harvard University T.H. Chan School of Public Health, Boston, Massachusetts 02115, United States
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10
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Tracy SM, Vieira CLZ, Garshick E, Wang VA, Alahmad B, Eid R, Schwartz J, Schiff JE, Vokonas P, Koutrakis P. Associations between solar and geomagnetic activity and peripheral white blood cells in the Normative Aging Study. ENVIRONMENTAL RESEARCH 2022; 204:112066. [PMID: 34537201 PMCID: PMC8678289 DOI: 10.1016/j.envres.2021.112066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 07/22/2021] [Accepted: 09/13/2021] [Indexed: 06/13/2023]
Abstract
It has been hypothesized that solar and geomagnetic activity can affect the function of the autonomic nervous system (ANS) and melatonin secretion, both of which may influence immune response. We investigated the association between solar geomagnetic activity and white blood cell counts in the Normative Aging Study (NAS) Cohort between 2000 and 2013. Linear mixed effects models with moving day averages ranging from 0 to 28 days were used to evaluate the effects of solar activity measures, interplanetary magnetic field (IMF), and sunspot number (SSN), and a measure of geomagnetic activity, K Index (K), on total white blood cell (WBC), neutrophil, monocytes, lymphocyte, eosinophil, and basophil concentrations. After adjusting for demographic and health-related factors, there were consistently significant associations between IMF, SSN, and Kp index, with reductions in total WBC, neutrophils, and basophil counts. These associations were stronger with longer moving averages. The associations were similar after adjusting for ambient air particulate pollution and particle radioactivity. Our findings suggest that periods of increased solar and geomagnetic activity result in lower WBC, neutrophil, and basophil counts that may contribute to mil mild immune suppression.
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Affiliation(s)
- Samantha M Tracy
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States.
| | - Carolina L Z Vieira
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States
| | - Eric Garshick
- Pulmonary, Allergy, Sleep, and Critical Care Medicine Section, VA Boston Healthcare System, Boston, MA, USA; Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Veronica A Wang
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States
| | - Barrak Alahmad
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States
| | - Ryan Eid
- Department of Medicine, Division of Allergy, Asthma and Immunology, University of Virginia Health System, Charlottesville, VA, USA
| | - Joel Schwartz
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States
| | - Jessica E Schiff
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States
| | - Pantel Vokonas
- VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Petros Koutrakis
- Department of Environmental Health, Harvard T.H. Chan School of Public Heath, Boston, MA, United States
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11
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Wang VA, Zilli Vieira CL, Garshick E, Schwartz JD, Garshick MS, Vokonas P, Koutrakis P. Solar Activity Is Associated With Diastolic and Systolic Blood Pressure in Elderly Adults. J Am Heart Assoc 2021; 10:e021006. [PMID: 34713707 PMCID: PMC8751821 DOI: 10.1161/jaha.120.021006] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Background Since solar activity and related geomagnetic disturbances modulate autonomic nervous system activity, we hypothesized that these events would be associated with blood pressure (BP). Methods and Results We studied 675 elderly men from the Normative Aging Study (Boston, MA) with 1949 BP measurements between 2000 and 2017. Mixed‐effects regression models were used to investigate the association of average 1‐day (ie, day of BP measurement) to 28‐day interplanetary magnetic field intensity, sunspot number, and a dichotomized measure of global geomagnetic activity (Kp index) in 4‐day increments with diastolic and systolic BP. We adjusted for meteorological conditions and other covariates associated with BP, and in additional models adjusted for ambient air pollutants (particulate matter with an aerodynamic diameter ≤2.5 µm, black carbon, and particle number) and ambient particle radioactivity. There were positive associations between interplanetary magnetic field, sunspot number, and Kp index and BP that were greatest with these exposures averaged over 16 through 28 days before BP measurement. An interquartile range increase of 16‐day interplanetary magnetic field and sunspot number and higher Kp index were associated with a 2.5 (95% CI, 1.7‒3.2), 2.8 (95% CI, 2.1‒3.4), and 1.7 (95% CI, 0.8‒2.5) mm Hg increase, respectively, for diastolic BP as well as a 2.1 (95% CI, 0.7‒3.6), 2.7 (95% CI, 1.5‒4.0), and 0.4 (95% CI, −1.2 to 2.1) mm Hg increase, respectively, for systolic BP. Associations remained after adjustment for ambient air pollutants and ambient particle radioactivity. Conclusions Solar activity and solar‐driven geomagnetic disturbances were positively associated with BP, suggesting that these natural phenomena influence BP in elderly men.
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Affiliation(s)
- Veronica A Wang
- Department of Environmental Health Harvard T.H. Chan School of Public Health Boston MA
| | | | - Eric Garshick
- Pulmonary, Allergy, Sleep and Critical Care Medicine Section VA Boston Healthcare System Boston MA.,Channing Division of Network Medicine Department of Medicine Brigham and Women's Hospital Boston MA.,Harvard Medical School Boston MA
| | - Joel D Schwartz
- Department of Environmental Health Harvard T.H. Chan School of Public Health Boston MA
| | - Michael S Garshick
- Department of Medicine Center for the Prevention of Cardiovascular Disease New York University School of Medicine New York NY.,Leon H. Charney Division of Cardiology Department of Medicine New York University School of Medicine New York NY
| | - Pantel Vokonas
- VA Normative Aging Study Veterans Affairs Boston Healthcare System Boston MA.,Department of Medicine Boston University School of Medicine Boston MA
| | - Petros Koutrakis
- Department of Environmental Health Harvard T.H. Chan School of Public Health Boston MA
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12
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Li L, Blomberg AJ, Lawrence J, Réquia WJ, Wei Y, Liu M, Peralta AA, Koutrakis P. A spatiotemporal ensemble model to predict gross beta particulate radioactivity across the contiguous United States. ENVIRONMENT INTERNATIONAL 2021; 156:106643. [PMID: 34020300 PMCID: PMC9384849 DOI: 10.1016/j.envint.2021.106643] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 04/23/2021] [Accepted: 05/10/2021] [Indexed: 06/12/2023]
Abstract
Particulate radioactivity, a characteristic of particulate matter, is primarily determined by the abundance of radionuclides that are bound to airborne particulates. Exposure to high levels of particulate radioactivity has been associated with negative health outcomes. However, there are currently no spatially and temporally resolved particulate radioactivity data for exposure assessment purposes. We estimated the monthly distributions of gross beta particulate radioactivity across the contiguous United States from 2001 to 2017 with a spatial resolution of 32 km, via a multi-stage ensemble-based model. Particulate radioactivity was measured at 129 RadNet monitors across the contiguous U.S. In stage one, we built 264 base learning models using six methods, then selected nine base models that provide different predictions. In stage two, we used a non-negative geographically and temporally weighted regression method to aggregate the selected base learner predictions based on their local performance. The results of block cross-validation analysis suggested that the non-negative geographically and temporally weighted regression ensemble learning model outperformed all base learning model with the smallest rooted mean square error (0.094 mBq/m3). Our model provided an accurate estimation of particulate radioactivity, thus can be used in future health studies.
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Affiliation(s)
- Longxiang Li
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA 02114, USA.
| | - Annelise J Blomberg
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA 02114, USA; Division of Occupational and Environmental Medicine, Lund University, Lund, Sweden
| | - Joy Lawrence
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA 02114, USA
| | - Weeberb J Réquia
- School of Public Policy and Government, Fundação Getúlio Vargas Brasília, Distrito Federal, Brazil
| | - Yaguang Wei
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA 02114, USA
| | - Man Liu
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA 02114, USA
| | - Adjani A Peralta
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA 02114, USA
| | - Petros Koutrakis
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA 02114, USA
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13
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Papatheodorou S, Yao W, Vieira CLZ, Li L, Wylie BJ, Schwartz J, Koutrakis P. Residential radon exposure and hypertensive disorders of pregnancy in Massachusetts, USA: A cohort study. ENVIRONMENT INTERNATIONAL 2021; 146:106285. [PMID: 33395935 DOI: 10.1016/j.envint.2020.106285] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 10/30/2020] [Accepted: 11/15/2020] [Indexed: 05/13/2023]
Abstract
BACKGROUND Exposure to ionizing radiation has been associated with hypertension, but the relationship between residential radon exposure and hypertensive disorders of pregnancy (HDP) has not been examined. METHODS We used the Massachusetts Birth Registry of Vital Records from 2001 to 2015 including women with a singleton pregnancy without prior hypertension. The binary outcome (HDP) included gestational hypertension and pre-eclampsia cases and was assessed using birth certificate data. We obtained 141,665 basement radon measurements from Spruce Environmental Technologies, Inc. and modeled the monthly zip code basement radon level. We used a logistic regression model adjusted for sociodemographic covariates, maternal comorbidities, PM2.5, season, temperature, and relative humidity. We examined effect modification by maternal age, race, and maternal education as an indicator of socio-economic status. RESULTS Of 975,528 women, 3.7% (36,530) of them developed HDP. Zip code level radon ranged from 22 to 333 mBq/m3. An interquartile range (IQR) increase in zip code radon level throughout pregnancy was associated with a 15% increase in the odds of HDP (95% CI 13% to 18%). In women less than 20 years old, an IQR increase in zip code level radon was associated with 38% increase in the odds of HDP (95% CI 24% to 50%), while the effect was smaller in older women. There was no effect modification by maternal race or education. CONCLUSIONS In this cohort, higher levels of residential radon are associated with increased odds of HDP. After stratifying by age, this effect was stronger in participants younger than 20 years old. Since the burden of hypertensive disorders of pregnancy is increasing and affects women's future cardiovascular health, identification of modifiable risk factors is of great importance.
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Affiliation(s)
| | - Weiyu Yao
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Carolina L Z Vieira
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Longxiang Li
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Blair J Wylie
- Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Division of Maternal-Fetal Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Joel Schwartz
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Petros Koutrakis
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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14
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Unconventional oil and gas development and ambient particle radioactivity. Nat Commun 2020; 11:5002. [PMID: 33051463 PMCID: PMC7553919 DOI: 10.1038/s41467-020-18226-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Accepted: 08/07/2020] [Indexed: 11/09/2022] Open
Abstract
Unconventional oil and natural gas development (UOGD) expanded extensively in the United States from the early 2000s. However, the influence of UOGD on the radioactivity of ambient particulate is not well understood. We collected the ambient particle radioactivity (PR) measurements of RadNet, a nationwide environmental radiation monitoring network. We obtained the information of over 1.5 million wells from the Enverus database. We investigated the association between the upwind UOGD well count and the downwind gross-beta radiation with adjustment for environmental factors governing the natural emission and transport of radioactivity. Our statistical analysis found that an additional 100 upwind UOGD wells within 20 km is associated with an increase of 0.024 mBq/m3 (95% confidence interval [CI], 0.020, 0.028 mBq/m3) in the gross-beta particle radiation downwind. Based on the published health analysis of PR, the widespread UOGD could induce adverse health effects to residents living close to UOGD by elevating PR.
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15
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Blomberg AJ, Li L, Schwartz JD, Coull BA, Koutrakis P. Exposure to Particle Beta Radiation in Greater Massachusetts and Factors Influencing Its Spatial and Temporal Variability. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2020; 54:6575-6583. [PMID: 32363859 DOI: 10.1021/acs.est.0c00454] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Particle radioactivity is a property of airborne particles caused by the presence of naturally occurring or anthropogenic radionuclides. Recent studies have found associations between particle radioactivity and adverse health outcomes, including changes in blood pressure and lung function. However, the spatiotemporal distribution of particle radioactivity and factors influencing its variability have not been extensively studied. We address these knowledge gaps using measurements of gross beta activity, collected at seven Environmental Protection Agency (EPA) RadNet monitors located in and around Massachusetts. We apply back-trajectory analysis to identify prevailing air mass trajectories and find that these trajectories strongly influence seasonal trends in beta activity. We also evaluate the effects of different meteorological predictors on daily beta activity concentrations using a mixed-effect model. Important predictors of beta activity include air mass trajectories, temperature, and relative humidity. Finally, we create a series of random forest models to impute missing beta activity concentrations at each RadNet monitor for use in future health studies. This is the first study to analyze spatiotemporal trends in particle radioactivity using measurements from the EPA RadNet system.
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Affiliation(s)
- Annelise J Blomberg
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston Massachusetts 02115, United States
| | - Longxiang Li
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston Massachusetts 02115, United States
| | - Joel D Schwartz
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston Massachusetts 02115, United States
| | - Brent A Coull
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston Massachusetts 02115, United States
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston Massachusetts 02215, United States
| | - Petros Koutrakis
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston Massachusetts 02115, United States
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