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Schraw JM, Rudolph KE, Shumate CJ, Gribble MO. Direct potable reuse and birth defects prevalence in Texas: An augmented synthetic control method analysis of data from a population-based birth defects registry. Environ Epidemiol 2024; 8:e300. [PMID: 38617421 PMCID: PMC11008670 DOI: 10.1097/ee9.0000000000000300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 02/12/2024] [Indexed: 04/16/2024] Open
Abstract
Background Direct potable reuse (DPR) involves adding purified wastewater that has not passed through an environmental buffer into a water distribution system. DPR may help address water shortages and is approved or is under consideration as a source of drinking water for several water-stressed population centers in the United States, however, there are no studies of health outcomes in populations who receive DPR drinking water. Our objective was to determine whether the introduction of DPR for certain public water systems in Texas was associated with changes in birth defect prevalence. Methods We obtained data on maternal characteristics for all live births and birth defects cases regardless of pregnancy outcome in Texas from 2003 to 2017 from the Texas Birth Defects Registry and birth and fetal death records. The ridge augmented synthetic control method was used to model changes in birth defect prevalence (per 10,000 live births) following the adoption of DPR by four Texas counties in mid-2013, with county-level data on maternal age, percent women without a high school diploma, percent who identified as Hispanic/Latina or non-Hispanic/Latina Black, and rural-urban continuum code as covariates. Results There were nonstatistically significant increases in prevalence of all birth defects collectively (average treatment effect in the treated = 53.6) and congenital heart disease (average treatment effect in the treated = 287.3) since June 2013. The estimated prevalence of neural tube defects was unchanged. Conclusions We estimated nonstatistically significant increases in birth defect prevalence following the implementation of DPR in four West Texas counties. Further research is warranted to inform water policy decisions.
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Affiliation(s)
- Jeremy M. Schraw
- Center for Epidemiology and Population Health, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Kara E. Rudolph
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York City, New York
| | - Charles J. Shumate
- Birth Defects Epidemiology and Surveillance Branch, Texas Department of State Health Services, Austin, Texas
| | - Matthew O. Gribble
- School of Medicine, University of California San Francisco, San Francisco, California
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Jacobsen BH, Hansen B, Schullehner J. Health-economic valuation of lowering nitrate standards in drinking water related to colorectal cancer in Denmark. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 906:167368. [PMID: 37788765 DOI: 10.1016/j.scitotenv.2023.167368] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 09/07/2023] [Accepted: 09/24/2023] [Indexed: 10/05/2023]
Abstract
Nitrate in drinking water is a contaminant which can affect human health and has been associated with an increased risk of, amongst other diseases, colorectal cancer. Based on epidemiologic data from Denmark on the association between drinking water nitrate and colorectal cancer, the health and economic consequences of lowering the standard of nitrate in drinking water from 50 mg/L to 9.25 mg/L and 3.87 mg/L, respectively are analyzed. The drinking water nitrate attributable number of cases was estimated using the risk in the exposed and unexposed population based on current nationwide exposure distributions. The analysis shows that a lower limit of 9.25 mg/L would decrease the annual number of colorectal cancer cases by 72 (95 % confidence interval: 34-114) and by an additional 55 (95 % CI: 10-100) for a stricter limit of 3.87 mg/L. The resulting avoided health-related costs are $179 million per year for the 9.25 mg/L nitrate limit and another $138 million per year for a further reduction to 3.87 mg/L nitrate. The new requirements would incur costs linked to either i) changes in land use management, ii) well reallocation or iii) use of treatment technologies. The additional costs are estimated to $0.03-1.84 per m3 abstracted water from public water companies, which together with costs for owners of private wells, will result in an average additional cost of $9 and $6 million per year for the two levels. The economic health benefits are higher than the costs for both limits with net gains of $170 million (9.25 mg/L) and additionally $132 million (3.87 mg/L) a year. Even in a worst-case scenario (lowest health-related benefits and highest mitigation costs), there is a likely economic gain for society from lowering the limit to 9.25 mg/L, but this might not be the case for the lower limit of 3.87 mg/L.
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Affiliation(s)
- Brian H Jacobsen
- Department of Food and Resource Economics (IFRO), University of Copenhagen, Rolighedsvej 23, 1958 Frederiksberg C, Denmark.
| | - Birgitte Hansen
- Department of Geochemistry, Geological Survey of Denmark and Greenland, University City 81, building 1872, 8000 Aarhus, Denmark.
| | - Jörg Schullehner
- Department of Public Health, Aarhus University, Building 1260, Bartholins Allé 2, 8000 Aarhus, Denmark; Danish Big Data Centre for Environment and Health (BERTHA), Aarhus University, Bartholins Allé 2, 8000 Aarhus, Denmark.
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Lee D, Gibson JM, Brown J, Habtewold J, Murphy HM. Burden of disease from contaminated drinking water in countries with high access to safely managed water: A systematic review. WATER RESEARCH 2023; 242:120244. [PMID: 37390656 DOI: 10.1016/j.watres.2023.120244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 06/14/2023] [Accepted: 06/16/2023] [Indexed: 07/02/2023]
Abstract
The vast majority of residents of high-income countries (≥90%) reportedly have high access to safely managed drinking water. Owing perhaps to the widely held perception of near universal access to high-quality water services in these countries, the burden of waterborne disease in these contexts is understudied. This systematic review aimed to: identify population-scale estimates of waterborne disease in countries with high access to safely managed drinking water, compare methods to quantify disease burden, and identify gaps in available burden estimates. We conducted a systematic review of population-scale disease burden estimates attributed to drinking water in countries where ≥90% of the population has access to safely managed drinking water per official United Nations monitoring. We identified 24 studies reporting estimates for disease burden attributable to microbial contaminants. Across these studies, the median burden of gastrointestinal illness risks attributed to drinking water was ∼2,720 annual cases per 100,000 population. Beyond exposure to infectious agents, we identified 10 studies reporting disease burden-predominantly, cancer risks-associated with chemical contaminants. Across these studies, the median excess cancer cases attributable to drinking water was 1.2 annual cancer cases per 100,000 population. These median estimates slightly exceed WHO-recommended normative targets for disease burden attributable to drinking water and these results highlight that there remains important preventable disease burden in these contexts, particularly among marginalized populations. However, the available literature was scant and limited in geographic scope, disease outcomes, range of microbial and chemical contaminants, and inclusion of subpopulations (rural, low-income communities; Indigenous or Aboriginal peoples; and populations marginalized due to discrimination by race, ethnicity, or socioeconomic status) that could most benefit from water infrastructure investments. Studies quantifying drinking water-associated disease burden in countries with reportedly high access to safe drinking water, focusing on specific subpopulations lacking access to safe water supplies and promoting environmental justice, are needed.
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Affiliation(s)
- Debbie Lee
- Water, Health and Applied Microbiology (WHAM) Lab, Department of Epidemiology and Biostatistics, College of Public Health, Temple University, Philadelphia, PA, United States; Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO, United States
| | - Jacqueline MacDonald Gibson
- Department of Civil, Construction, and Environmental Engineering, North Carolina State University, Raleigh, NC, United States
| | - Joe Brown
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jemaneh Habtewold
- Water, Health and Applied Microbiology (WHAM) Lab, Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, ON, United States
| | - Heather M Murphy
- Water, Health and Applied Microbiology (WHAM) Lab, Department of Epidemiology and Biostatistics, College of Public Health, Temple University, Philadelphia, PA, United States; Water, Health and Applied Microbiology (WHAM) Lab, Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, ON, United States.
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Abba SI, Egbueri JC, Benaafi M, Usman J, Usman AG, Aljundi IH. Fluoride and nitrate enrichment in coastal aquifers of the Eastern Province, Saudi Arabia: The influencing factors, toxicity, and human health risks. CHEMOSPHERE 2023:139083. [PMID: 37331666 DOI: 10.1016/j.chemosphere.2023.139083] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 05/27/2023] [Accepted: 05/29/2023] [Indexed: 06/20/2023]
Abstract
Fluoride and nitrate contamination of groundwater is a major environmental issue in the world's arid and semiarid regions. This issue is severe in both developed and developing countries. This study aimed at assessing the concentration levels, contamination mechanisms, toxicity, and human health risks of NO3- and F- in the groundwater within the coastal aquifers of the eastern part of Saudi Arabia using a standard integrated approach. Most of the tested physicochemical properties of the groundwater exceeded their standard limits. The water quality index and synthetic pollution index evaluated the suitability of the groundwater and showed that all the samples have poor and unsuitable quality for drinking. The toxicity of F- was estimated to be higher than NO3-. Also, the health risk assessment revealed higher risks due to F- than NO3-. Younger populations had higher risks than elderly populations. For both F- and NO3-, the order of health risk was Infants > Children > Adults. Most of the samples posed medium to high chronic risks due to F- and NO3- ingestion. However, negligible health risks were obtained for potential dermal absorption of NO3-. Na-Cl and Ca-Mg-Cl water types predominate in the area. Pearson's correlation analysis, principal component analysis, regression models, and graphical plots were used to determine the possible sources of the water contaminants and their enrichment mechanisms. Geogenic and geochemical processes had greater impact he groundwater chemistry than anthropogenic activities. For the first time, these findings provide public knowledge on the overall water quality of the coastal aquifers and could help the inhabitants, water management authorities, and researchers to identify the groundwater sources that are most desirable for consumption and the human populations that are vulnerable to non-carcinogenic health risks.
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Affiliation(s)
- S I Abba
- Interdisciplinary Research Center for Membrane and Water Security, King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia
| | | | - Mohammed Benaafi
- Interdisciplinary Research Center for Membrane and Water Security, King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia.
| | - Jamilu Usman
- Interdisciplinary Research Center for Membrane and Water Security, King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia
| | - A G Usman
- Near East University, Operational Research Center in Healthcare, Nicosia, 99138, TRNC Mersin 10, Turkey; Department of Analytical Chemistry, Faculty of Pharmacy, Near East University, TRNC, Mersin 10, 99138, Nicosia, Turkey
| | - Isam H Aljundi
- Interdisciplinary Research Center for Membrane and Water Security, King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia; Department of Chemical Engineering, King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia
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Zuo X, Xu W, Wei S, Jiang S, Luo Y, Ling M, Zhang K, Gao Y, Wang Z, Hu J, Grossart HP, Luo Z. Aerobic denitrifying bacterial-fungal consortium mediating nitrate removal: Dynamics, network patterns and interactions. iScience 2023; 26:106824. [PMID: 37250796 PMCID: PMC10212969 DOI: 10.1016/j.isci.2023.106824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 05/01/2023] [Accepted: 05/03/2023] [Indexed: 05/31/2023] Open
Abstract
In recent years, nitrogen removal by mixed microbial cultures has received increasing attention owing to cooperative metabolism. A natural bacterial-fungal consortium was isolated from mariculture, which exhibited an excellent aerobic denitrification capacity. Under aerobic conditions, nitrate removal and denitrification efficiencies were up to 100% and 44.27%, respectively. High-throughput sequencing and network analysis suggested that aerobic denitrification was potentially driven by the co-occurrence of the following bacterial and fungal genera: Vibrio, Fusarium, Gibberella, Meyerozyma, Exophiala and Pseudoalteromonas, with the dominance of Vibrio and Fusarium in bacterial and fungal communities, respectively. In addition, the isolated consortium had a high steady aerobic denitrification performance in our sub-culturing experiments. Our results provide new insights on the dynamics, network patterns and interactions of aerobic denitrifying microbial consortia with a high potential for new biotechnology applications.
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Affiliation(s)
- Xiaotian Zuo
- Key Laboratory of Marine Biogenetic Resources, Third Institute of Oceanography, Ministry of Natural Resources, Xiamen 361005, China
- School of Marine Sciences, China University of Geosciences, Beijing 100083, China
| | - Wei Xu
- Key Laboratory of Marine Biogenetic Resources, Third Institute of Oceanography, Ministry of Natural Resources, Xiamen 361005, China
| | - Shiping Wei
- School of Marine Sciences, China University of Geosciences, Beijing 100083, China
| | - Shuangcheng Jiang
- Fisheries Research Institute of Fujian, Key Laboratory of Cultivation and High-value Utilization of Marine Organisms in Fujian Province, Xiamen 361013, China
| | - Yu Luo
- Key Laboratory of Marine Biogenetic Resources, Third Institute of Oceanography, Ministry of Natural Resources, Xiamen 361005, China
| | - Minghuang Ling
- Key Laboratory of Marine Biogenetic Resources, Third Institute of Oceanography, Ministry of Natural Resources, Xiamen 361005, China
| | - Kai Zhang
- Key Laboratory of Marine Biogenetic Resources, Third Institute of Oceanography, Ministry of Natural Resources, Xiamen 361005, China
| | - Yuanhao Gao
- Key Laboratory of Marine Biogenetic Resources, Third Institute of Oceanography, Ministry of Natural Resources, Xiamen 361005, China
| | - Zhichao Wang
- Key Laboratory of Marine Biogenetic Resources, Third Institute of Oceanography, Ministry of Natural Resources, Xiamen 361005, China
| | - Jiege Hu
- Key Laboratory of Marine Biogenetic Resources, Third Institute of Oceanography, Ministry of Natural Resources, Xiamen 361005, China
| | - Hans-Peter Grossart
- Department of Experimental Limnology, Leibniz Institute of Freshwater Ecology and Inland Fisheries, Stechlin 16775, Germany
- Institute of Biochemistry and Biology, Postdam University, Potsdam 14469, Germany
| | - Zhuhua Luo
- Key Laboratory of Marine Biogenetic Resources, Third Institute of Oceanography, Ministry of Natural Resources, Xiamen 361005, China
- School of Marine Sciences, Nanjing University of Information Science & Technology, Nanjing 210044, China
- Marine Biology College, Xiamen Ocean Vocational College, Xiamen 361012, China
- Co-Innovation Center of Jiangsu Marine Bioindustry Technology, Jiangsu Ocean University, Lianyungang 222005, China
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Patra S, Pranudta A, Chanlek N, Nguyen TT, Nhat NH, El-Moselhy MM, Padungthon S. Denitrification of nitrate in regeneration waste brine using hybrid cation exchanger supported nanoscale zero-valent iron with/without palladium nanoparticles. CHEMOSPHERE 2023; 310:136851. [PMID: 36244425 DOI: 10.1016/j.chemosphere.2022.136851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 10/06/2022] [Accepted: 10/08/2022] [Indexed: 06/16/2023]
Abstract
The Sustainable Development Goals require that reducing waste is a priority. This work described the application of an innovative zero-waste hybrid ion exchange nanotechnology that concurrently removed nitrate and induced denitrification to ammonia, with the ability to generate fertilizer for the agriculture sector from the recycled by-products. Herein, hybrid cation exchanger-supported zero-valent iron (Fe0), and bimetallic Fe0/Pd nanoparticles (HCIX-Fe0 and HCIX-Fe0/Pd) were synthesized and successfully validated for denitrification of nitrate in spent waste brine that contained nitrate. The kinetics of nitrate catalysis by both HCIX-Fe0 and HCIX-Fe0/Pd were compared and presented by six kinetic models, namely, zero-order, pseudo first- and second-order reaction, pseudo first- and second-order adsorption, and Elovich. HCIX-Fe0/Pd displayed a higher kinetic value than HCIX-Fe0, with k1 of 0.0019 and 0.0026 min-1, respectively. Nitrate was predominantly catalysed to NH4+ at a ratio of ammonia to other nitrogen compounds of around 80:20. Although HCIX-Fe0/Pd showed slightly better (14%) kinetic results, it was determined as unfavourable for real-life application due to low selectivity toward N2 gas and the need to use H2 gas. Based on practicability, the HCIX-Fe0 was further validated. The effect of salt (using NaCl) and the role of initial pH conditions were optimized and discussed. The recovery of nitrate removal was also calculated, and a recovery range of 91.42-99.14% was obtained for three consecutive runs. The sustainable, novel, zero waste hybrid ion exchange nanotechnology using the combination of two fixed-bed columns containing nitrate-selective resin for nitrate removal and novel HCIX-Fe0 for nitrate reduction to NH4+ may be a promising sustainable solution toward the goal of discharging zero nitrate waste to the environment.
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Affiliation(s)
- Santanu Patra
- Advanced Functional Nanomaterials & Membrane for Environmental Remediation (AFMER) Research Unit, Khon Kaen University, Khon Kaen, Thailand; Environmental Engineering Program, Faculty of Engineering, Khon Kaen University, Khon Kaen, Thailand
| | - Antika Pranudta
- Advanced Functional Nanomaterials & Membrane for Environmental Remediation (AFMER) Research Unit, Khon Kaen University, Khon Kaen, Thailand; Environmental Engineering Program, Faculty of Engineering, Khon Kaen University, Khon Kaen, Thailand
| | - Narong Chanlek
- Synchrotron Light Research Institute, Nakhon Ratchasima, Thailand
| | - Trung Thanh Nguyen
- Faculty of Technology, Engineering, and Environment, An Giang University, Long Xuyen City, Viet Nam
| | - Nguyen Hong Nhat
- Faculty of Technology, Engineering, and Environment, An Giang University, Long Xuyen City, Viet Nam
| | | | - Surapol Padungthon
- Advanced Functional Nanomaterials & Membrane for Environmental Remediation (AFMER) Research Unit, Khon Kaen University, Khon Kaen, Thailand; Environmental Engineering Program, Faculty of Engineering, Khon Kaen University, Khon Kaen, Thailand.
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Yang C, Wang L, Chen S, Li Y, Huang S, Zeng Q, Chen Y. Nitrate transport velocity data in the global unsaturated zones. Sci Data 2022; 9:613. [PMID: 36220857 PMCID: PMC9553929 DOI: 10.1038/s41597-022-01621-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 07/21/2022] [Indexed: 11/09/2022] Open
Abstract
Nitrate pollution in groundwater, which is an international problem, threatens human health and the environment. It could take decades for nitrate to transport in the groundwater system. When understanding the impacts of this nitrate legacy on water quality, the nitrate transport velocity (vN) in the unsaturated zone (USZ) is of great significance. Although some local USZ vN data measured or simulated are available, there has been no such a dataset at the global scale. Here, we present a Global-scale unsaturated zone Nitrate transport Velocity dataset (GNV) generated from a Nitrate Time Bomb (NTB) model using global permeability and porosity and global average annual groundwater recharge data. To evaluate GNV, a baseline dataset of USZ vN was created using locally measured data and global lithological data. The results show that 94.50% of GNV match the baseline USZ vN dataset. This dataset will largely contribute to research advancement in the nitrate legacy in the groundwater system, provide evidence for managing nitrate water pollution, and promote international and interdisciplinary collaborations.
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Affiliation(s)
- Congyu Yang
- College of Geo-exploration Science and Technology, Jilin University, Changchun, China
| | - Lei Wang
- British Geological Survey, Keyworth, Nottingham, NG12 5GG, United Kingdom.
| | - Shengbo Chen
- College of Geo-exploration Science and Technology, Jilin University, Changchun, China.
| | - Yuanyin Li
- British Geological Survey, Keyworth, Nottingham, NG12 5GG, United Kingdom.,Department of Geography, Durham University, Durham, DH1 3LE, United Kingdom
| | - Shuang Huang
- MCC Smart City (Wuhan) Engineering Technology CO., Ltd, Wuhan, China
| | - Qinghong Zeng
- College of Geo-exploration Science and Technology, Jilin University, Changchun, China
| | - Yanbing Chen
- College of Geo-exploration Science and Technology, Jilin University, Changchun, China
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Chen B, Xie Z, Duan X. Thyroid cancer incidence trend and association with obesity, physical activity in the United States. BMC Public Health 2022; 22:1333. [PMID: 35831811 PMCID: PMC9281136 DOI: 10.1186/s12889-022-13727-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Accepted: 06/30/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND State-level racial/ethnic and age differences and the temporal trend of thyroid cancer (TC) incidence in the USA remain unknown. Our research purposes include: Characterizing state-level temporal variation in TC incidence; examining the disparities of TC incidence by state-level race/ethnicity and age; performing an ecological correlation between TC incidence and obesity/physical activity. METHODS TC incidence data during 2000-2017 were extracted from the United States cancer statistics. Using joinpoint regression to evaluate TC incidence trends. Annual percent change (APC), average APC (AAPC) and incidence rates were calculated. The obesity prevalence and physical activity level at the state-level were extracted from Behavioral Risk Factor Surveillance System, and the association between state-level AAPC of TC and obesity/physical activity was tested by Pearson correlation coefficient. RESULTS We found that the TC incidence had shown an overall downward trend in recent years, but 10 states continued increasing. There were significant differences in state-level race/ethnicity (non-Hispanic Whites as a reference) and age group (45-59 age group as a reference) incidence: Incidence Rate Ratio (IRR) was 0.4-1.2 for non-Hispanic Blacks, 0.7-1.6 for non-Hispanic Asian and Pacific Islanders, 0.4-1.2 for non-Hispanic American Indians/Alaskan Natives, and 0.5-1.3 for Hispanics. High IRR in young people were distributed in northern USA, while in older people were distributed in south. The state-level obesity/physical activity level and AAPC had a weak correlation (r = 0.34, P = 0.016) and inverse weak correlation (r = -0.29, P = 0.037), respectively. The AAPC of states with a consistent increasing trend had an extremely strong correlation with obesity prevalence (r = 0.80, p = 0.006), and an inverse strong correlation with physical activity level (r = -0.65, P = 0.04). CONCLUSIONS Thyroid cancer incidence in 10 states continued increasing. State-level variation in race/ethnicity and age group incidence were found. Lifestyle and environmental factors may interfere with the incidence trend of TC in the USA.
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Affiliation(s)
- Biaoyou Chen
- Department of Head and Neck Surgery, Guangxi Medical University Cancer Hospital, 71 Hedi Road, Nanning, 530021, China
| | - Zhaomin Xie
- Department of Medical Oncology, Cancer Hospital of Shantou University Medical College, 22 Xinling Road, Shantou, 515031, China
| | - Xuwei Duan
- Department of Head and Neck Surgery, Guangxi Medical University Cancer Hospital, 71 Hedi Road, Nanning, 530021, China
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