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      The association between serum copper concentration and prevalence of diabetes among US adults with hypertension (NHANES 2011–2016)

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          Abstract

          The objective of this study was to examine the association between the serum copper concentration and the prevalence of diabetes among US adults with hypertension using the data from the National Health and Nutrition Examination Survey (NHANES). The study population was selected from adults aged over 20 years old in the three survey cycles of NHANES from 2011 to 2016. Logistic regression model analyses were applied to determine the independent risky effect of copper to the prevalence of diabetes. Also, a restricted cubic spline (RCS) model was performed to explore the potential nonlinear association between serum copper concentration and the prevalence of diabetes. A total of 1786 subjects (742 cases and 1044 controls) were included, and 924 were men (51.7%), and 742 (41.5%) were diabetic. Compared with non‐diabetic individuals, the concentration of serum copper in diabetic patients with hypertension was higher. After adjusting for age, sex, race, education, marital status, body mass index (BMI), family poverty income ratio (PIR), smoking, alcohol drinking, physical activity, systolic blood pressure (SBP), diastolic blood pressure (DBP), and hyperlipidemia, the highest quartile of serum copper concentration significantly increased the risk of diabetes as compared with the lowest quartile (OR: 1.38, 95% CI: 1.01–1.92, p trend = 0.036). The results of RCS analysis showed significant non‐linear relationship between serum copper concentration and prevalence of diabetes ( p‐non‐linear = 0.010). This study finds that serum copper concentration are significantly associated with risk of diabetes in hypertensive patients, which suggests copper as an important risk factor of diabetes development.

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          IDF Diabetes Atlas: Global, regional and country-level diabetes prevalence estimates for 2021 and projections for 2045

          To provide global, regional, and country-level estimates of diabetes prevalence and health expenditures for 2021 and projections for 2045.
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            Advances in metal-induced oxidative stress and human disease.

            Detailed studies in the past two decades have shown that redox active metals like iron (Fe), copper (Cu), chromium (Cr), cobalt (Co) and other metals undergo redox cycling reactions and possess the ability to produce reactive radicals such as superoxide anion radical and nitric oxide in biological systems. Disruption of metal ion homeostasis may lead to oxidative stress, a state where increased formation of reactive oxygen species (ROS) overwhelms body antioxidant protection and subsequently induces DNA damage, lipid peroxidation, protein modification and other effects, all symptomatic for numerous diseases, involving cancer, cardiovascular disease, diabetes, atherosclerosis, neurological disorders (Alzheimer's disease, Parkinson's disease), chronic inflammation and others. The underlying mechanism of action for all these metals involves formation of the superoxide radical, hydroxyl radical (mainly via Fenton reaction) and other ROS, finally producing mutagenic and carcinogenic malondialdehyde (MDA), 4-hydroxynonenal (HNE) and other exocyclic DNA adducts. On the other hand, the redox inactive metals, such as cadmium (Cd), arsenic (As) and lead (Pb) show their toxic effects via bonding to sulphydryl groups of proteins and depletion of glutathione. Interestingly, for arsenic an alternative mechanism of action based on the formation of hydrogen peroxide under physiological conditions has been proposed. A special position among metals is occupied by the redox inert metal zinc (Zn). Zn is an essential component of numerous proteins involved in the defense against oxidative stress. It has been shown, that depletion of Zn may enhance DNA damage via impairments of DNA repair mechanisms. In addition, Zn has an impact on the immune system and possesses neuroprotective properties. The mechanism of metal-induced formation of free radicals is tightly influenced by the action of cellular antioxidants. Many low-molecular weight antioxidants (ascorbic acid (vitamin C), alpha-tocopherol (vitamin E), glutathione (GSH), carotenoids, flavonoids, and other antioxidants) are capable of chelating metal ions reducing thus their catalytic activity to form ROS. A novel therapeutic approach to suppress oxidative stress is based on the development of dual function antioxidants comprising not only chelating, but also scavenging components. Parodoxically, two major antioxidant enzymes, superoxide dismutase (SOD) and catalase contain as an integral part of their active sites metal ions to battle against toxic effects of metal-induced free radicals. The aim of this review is to provide an overview of redox and non-redox metal-induced formation of free radicals and the role of oxidative stress in toxic action of metals. Copyright © 2011 Elsevier Ireland Ltd. All rights reserved.
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              National health and nutrition examination survey: analytic guidelines, 1999-2010.

              Background-Analytic guide lines were first created in 1996 to assist data users in analyzing data from the Third National Health and Nutrition Examination Survey (NHANES III),conducted from 1988 to 1994 by the Centers for Disease Control and Prevention's National Center for Health Statistics. NHANES became a continuous annual survey in 1999, with data released to the public in 2-year intervals. In 2002, 2004, and 2006, guidelines were created and posted on the NHANES website to assist analysts in understanding the key issues related to analyzing data from 1999 onward. This report builds on these previous guidelines and provides the first comprehensive summary of analytic guidelines for the 1999-2010 NHANES data. Objectives-This report provides general guidelines for researchers in analyzing 1999-2010 NHANES publicly released data. Information is presented on key issues related to NHANES data, including sample design, demographic variables, and combining survey cycles. Guidance is also provided on data analysis, including the use of appropriate survey weights, calculating variance estimations, determining the reliability of estimates, age adjustment, and computing population counts.
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                Author and article information

                Contributors
                20810107@qq.com
                changjfei@163.com
                Journal
                J Cell Mol Med
                J Cell Mol Med
                10.1111/(ISSN)1582-4934
                JCMM
                Journal of Cellular and Molecular Medicine
                John Wiley and Sons Inc. (Hoboken )
                1582-1838
                1582-4934
                03 April 2024
                April 2024
                : 28
                : 8 ( doiID: 10.1111/jcmm.v28.8 )
                : e18270
                Affiliations
                [ 1 ] Department of Chinese Medicine The Second Affiliated Hospital of Guangdong Medical University Guangdong China
                [ 2 ] Department of Chinese Medicine Qingdao West Coast New Area People's Hospital Qingdao China
                [ 3 ] Rehabilitation Medicine Department Qingdao West Coast New Area People's Hospital Qingdao China
                [ 4 ] Geriatrics Department The Second Affiliated Hospital of Guangzhou University of Chinese Medicine Guangzhou China
                [ 5 ] Surgery Teaching and Research Office Heilongjiang University of Chinese Medicine Harbin China
                Author notes
                [*] [* ] Correspondence

                Jianfei Chang, Department of Chinese Medicine, The Second Affiliated Hospital of Guangdong Medical University, Guangdong, China.

                Email: changjfei@ 123456163.com

                Qiu Sun, Surgery Teaching and Research Office, Heilongjiang University of Chinese Medicine, Harbin, China.

                Email: 20810107@ 123456qq.com

                Author information
                https://orcid.org/0009-0008-5997-1510
                Article
                JCMM18270 JCMM-10-2023-069.R1
                10.1111/jcmm.18270
                10989603
                38568081
                ea4d20b3-17d6-4325-a874-2083b4994710
                © 2024 The Authors. Journal of Cellular and Molecular Medicine published by Foundation for Cellular and Molecular Medicine and John Wiley & Sons Ltd.

                This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

                History
                : 17 February 2024
                : 10 October 2023
                : 13 March 2024
                Page count
                Figures: 2, Tables: 3, Pages: 9, Words: 5046
                Funding
                Funded by: Heilongjiang Provincial Administration of Traditional Chinese Medicine
                Award ID: ZHY18‐054
                Award ID: ZHY18‐061
                Categories
                Original Article
                Original Articles
                Custom metadata
                2.0
                April 2024
                Converter:WILEY_ML3GV2_TO_JATSPMC version:6.4.0 mode:remove_FC converted:03.04.2024

                Molecular medicine
                copper,cross‐sectional study,diabetes,hypertension,nhanes
                Molecular medicine
                copper, cross‐sectional study, diabetes, hypertension, nhanes

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