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Maurya AK, Srivastava M, Ashish A, Singh NK, Yadav AK, Vishwakarma S, Singh R. Trace elements and cognitions in elderly population: a case-control study. Biometals 2025:10.1007/s10534-025-00679-5. [PMID: 40138166 DOI: 10.1007/s10534-025-00679-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2025] [Accepted: 03/12/2025] [Indexed: 03/29/2025]
Abstract
There have been almost no studies with trace elements and psychological battery in cognitively impaired elderly individuals. Such research is crucial to enhance diagnostic accuracy. We aim to identify significant differences in blood serum concentration levels of trace elements, Hindi Mini-Mental State Examination (HMMSE), and psychological battery as Hindi Mattis Dementia Rating Scale (HMDRS) scores between case and control groups in the elderly. A cross-sectional research design was conducted with a total of 240 subjects, comprising 120 each from the case and control groups. Trace elements were analyzed using Atomic Absorption Spectrometry. HMMSE and HMDRS tests were administered to assess cognition scores. The chi-square test, t-test, and appropriate statistics were utilized. Our findings indicate significant differences in demographic factors (age, gender, education level) and clinical levels (p < .001), while caste, habitat, and marital status were not significant (p < .05). Concentration levels of Iron (Fe) and Copper (Cu) was higher, Zinc (Zn), Chromium (Cr), and Selenium (Se) were lower, significantly different (p < .001), but Magnesium (Mg) was not (p < .05). Additionally, third HMMSE and HMDRS were significant (p < .001) between the case and control groups in the elderly. The study suggested that higher levels of Fe and Cu, while lower Zn, Cr, and Se blood serum concentrations increased the risk of cognitive impairments in the elderly population, demonstrated by the HMMSE and HMDRS test scores which were lower in the case group.
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Affiliation(s)
- Anil Kumar Maurya
- Department of Anatomy, Institute of Medical Sciences, Banaras Hindu University, Uttar Pradesh, Varanasi, 221005, India
| | - Mona Srivastava
- Department of Psychiatry, Institute of Medical Sciences, Banaras Hindu University, Uttar Pradesh, Varanasi, 221005, India
| | - Ashish Ashish
- Multidisciplinary Research Unit, ICMR DHR, Institute of Medical Sciences, Banaras Hindu University, Uttar Pradesh, Varanasi, 221005, India
| | - Nitish Kumar Singh
- Multidisciplinary Research Unit, ICMR DHR, Institute of Medical Sciences, Banaras Hindu University, Uttar Pradesh, Varanasi, 221005, India
| | - Abhay Kumar Yadav
- Department of Anatomy, Institute of Medical Sciences, Banaras Hindu University, Uttar Pradesh, Varanasi, 221005, India
| | - Shani Vishwakarma
- Department of Anatomy, Institute of Medical Sciences, Banaras Hindu University, Uttar Pradesh, Varanasi, 221005, India
| | - Royana Singh
- Department of Anatomy, Institute of Medical Sciences, Banaras Hindu University, Uttar Pradesh, Varanasi, 221005, India.
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Jiao Y, Zhang X, Duan L, Cheng R, Yang N, Peng Z, Li B, Xu L, Chen W, Chen J, Liu Y, Yan H. Association of plasma zinc and copper levels with mild cognitive impairment in patients with type 2 diabetes. Front Nutr 2025; 12:1532080. [PMID: 40144573 PMCID: PMC11936807 DOI: 10.3389/fnut.2025.1532080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Accepted: 02/27/2025] [Indexed: 03/28/2025] Open
Abstract
Background Type 2 diabetes mellitus (T2DM) is a significant risk factor for cognitive impairment. Zinc deficiency contributes to T2DM development, while copper may exacerbate diabetes through prooxidant mechanisms. Higher zinc levels may protect against copper toxicity. This study investigates the association of plasma zinc and copper levels with mild cognitive impairment (MCI) in T2DM patients. Methods T2DM patients admitted to Tongji Hospital from 2012 to 2018 were classified into MCI (n = 136) and control (n = 136) groups, matched by age (± 3 years) and gender. Conditional logistic regression was used to assess the associations between plasma zinc, copper levels and MCI. A generalized additive model (GAM) evaluated the dose-response relationship between plasma zinc, copper levels and Mini-Mental State Examination (MMSE) scores. Results The median of plasma metal levels in MCI and control groups were 831.31 μg/L and 936.29 μg/L for zinc, 932.07 μg/L and 860.47 μg/L for copper, and 0.91 and 1.11 for the zinc-to-copper (Zn/Cu) ratio. Compared to participants in the lowest tertile, the multivariable-adjusted odds ratios with 95% confidence intervals (CI) for MCI in the highest tertile were 0.33 (0.13, 0.79) for zinc, 3.56 (1.42, 8.94) for copper, and 0.37 (0.15, 0.93) for the Zn/Cu ratio. Plasma Aβ40 levels were significantly lower (p = 0.009) and plasma Aβ42/40 levels were significantly higher (p = 0.008) in MCI group compared with those in control group. Zinc concentration was positively associated with Aβ42. For per SD (327.71 μg/L) increase in plasma zinc levels, the percent change (95% CI) of Aβ42 were 2.90 (0.85, 4.99). Conclusion Higher plasma zinc levels and higher Zn/Cu ratio were associated with lower odds of MCI in T2DM patients, while higher copper levels increased the risk of MCI. This study provides insights on plasma zinc, copper, and Zn/Cu ratio and Aβ of MCI, further studies are needed to clarify the underlying mechanisms for novel therapies that could prevent or cure multiple T2DM-related cognitive impairments.
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Affiliation(s)
- Yang Jiao
- Department of Health Toxicology, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xing Zhang
- Department of Health Toxicology, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Lian Duan
- Department of Health Toxicology, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ruijie Cheng
- Department of Health Toxicology, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ning Yang
- Department of Health Toxicology, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhao Peng
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ben Li
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Changsha Institute for Food and Drug Control, Changsha, China
| | - Lu Xu
- Xiangyang Public Inspection and Testing Center, Xiangyang, China
| | - Wenwen Chen
- Department of Health Toxicology, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jingrong Chen
- Department of Health Toxicology, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yanchao Liu
- Department of Neurosurgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hong Yan
- Department of Health Toxicology, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Zeng D, Chen B, Wang H, Xu S, Liu S, Yu Z, Pan X, Tang X, Qin Y. The mediating role of inflammatory biomarkers in the association between serum copper and sarcopenia. Sci Rep 2025; 15:1673. [PMID: 39799188 PMCID: PMC11724950 DOI: 10.1038/s41598-024-84011-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 12/19/2024] [Indexed: 01/15/2025] Open
Abstract
This study aims to investigate the association between serum copper (Cu), selenium (Se), zinc (Zn), Se/Cu and Zn/Cu ratios and the risk of sarcopenia. In this study, which involved 2766 adults aged ≥ 20 years enrolled in the National Health and Nutrition Examination Survey (NHANES) from 2011 to 2016, multivariable logistic regression, restricted cubic spline (RCS) models and mediation analyses were used. After full adjustment, multivariable logistic regression revealed that higher serum copper levels were correlated with an increased risk of sarcopenia. Conversely, higher serum Se/Cu (OR 0.45, 95% CI 0.23-0.89, P = 0.023) and Zn/Cu (OR 0.49, 95% CI 0.27-0.90, P = 0.024) were associated with a decreased risk of sarcopenia. The RCS curve indicated a non-linear, roughly inverted L-shaped relationship between serum Cu and sarcopenia risk (P non-linear < 0.001). Additionally, Se/Cu (P non-linear = 0.179) and Zn/Cu (P non-linear = 0.786) showed negative linear associations with sarcopenia risk. Furthermore, white blood cell (WBC) count, neutrophil count, and systemic inflammation index (SII) were identified as significant mediators in the relationship between serum Cu and the risk of sarcopenia, with mediation proportions of 6.34%, 6.20%, and 4.37%, respectively (all P < 0.05). Therefore, balancing essential trace metals is crucial for maintaining muscle health.
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Affiliation(s)
- Dapeng Zeng
- The Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China
- Joint International Research Laboratory of Ageing Active Strategy and Bionic Health in Northeast Asia of Ministry of Education, Changchun, Jilin Province, China
| | - Bo Chen
- The Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China
- Joint International Research Laboratory of Ageing Active Strategy and Bionic Health in Northeast Asia of Ministry of Education, Changchun, Jilin Province, China
| | - Hao Wang
- The Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China
- Joint International Research Laboratory of Ageing Active Strategy and Bionic Health in Northeast Asia of Ministry of Education, Changchun, Jilin Province, China
| | - Shenghao Xu
- The Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China
- Joint International Research Laboratory of Ageing Active Strategy and Bionic Health in Northeast Asia of Ministry of Education, Changchun, Jilin Province, China
| | - Shibo Liu
- The Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China
- Joint International Research Laboratory of Ageing Active Strategy and Bionic Health in Northeast Asia of Ministry of Education, Changchun, Jilin Province, China
| | - Zehao Yu
- The Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China
- Joint International Research Laboratory of Ageing Active Strategy and Bionic Health in Northeast Asia of Ministry of Education, Changchun, Jilin Province, China
| | - Xiangjun Pan
- The Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China
- Joint International Research Laboratory of Ageing Active Strategy and Bionic Health in Northeast Asia of Ministry of Education, Changchun, Jilin Province, China
| | - Xiongfeng Tang
- The Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China.
- Joint International Research Laboratory of Ageing Active Strategy and Bionic Health in Northeast Asia of Ministry of Education, Changchun, Jilin Province, China.
| | - Yanguo Qin
- The Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China.
- Joint International Research Laboratory of Ageing Active Strategy and Bionic Health in Northeast Asia of Ministry of Education, Changchun, Jilin Province, China.
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Fu Z, Xu X, Cao L, Xiang Q, Gao Q, Duan H, Wang S, Zhou L, Yang X. Single and joint exposure of Pb, Cd, Hg, Se, Cu, and Zn were associated with cognitive function of older adults. Sci Rep 2024; 14:28567. [PMID: 39558028 PMCID: PMC11574263 DOI: 10.1038/s41598-024-79720-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Accepted: 11/12/2024] [Indexed: 11/20/2024] Open
Abstract
BACKGROUND Impaired cognitive function following exposure to heavy metals has emerged as a significant global health concern. Nevertheless, the impact of combined exposure to multiple heavy metals on cognitive impairment remains unclear. OBJECTIVE This study aimed to explore the association between multiple heavy metals exposure and cognitive function to provide theoretical evidence to guide prevention strategies. METHODS The blood levels of lead (Pb), cadmium (Cd), mercury (Hg), selenium (Se), copper (Cu) and zinc (Zn) and the results of the cognitive function tests were extracted from 811 elderly Americans who completed the NHANES between 2011 and 2014. Quantile regression (QR), restricted cubic splines (RCS), and Bayesian kernel machine regression (BKMR) were used to explore the individual and joint association between heavy metals exposure and performance in 4 standardized cognitive tests; Item Response Theory (IRT), Delayed Recall Test (DRT), Animal Fluency Test (AFT) and Digit Symbol Substitution Test (DSST). RESULTS A negative association was noted between Cd levels and IRT (p = 0.048, 95%CI: -2.7, -0.1). Se concentrations ranging between 2.197 µg/L (95%CI: 0.004, 0.15) to 2.29 µg/L (95%CI: 2.56, 7.64) (log10Se) was postively associated with DSST (p = 0.001 ). Cu was negatively associated with DSST (p = 0.049, 95%CI: -37.75, -0.09), while Zn was positively associated with IRT (p = 0.022, 95%CI: 0.55, 11.73). Exposure to the 6 heavy metals combined showed a positive linear association with IRT, DRT, and a negative linear association with DSST. An interaction between Cd and the other heavy metals (excepted for Pb). CONCLUSION Exposure to Pb, Cd, Hg, Se, Cu, and Zn was associated with cognitive function. Joint exposure to the 6 heavy metals showed a positive linear association with IRT, DRT, contrarily, a negative linear association with DSST.
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Affiliation(s)
- Zixuan Fu
- MOE Key Laboratory of Coal environmental pathopoiesis and control, Shanxi Medial University, Taiyuan, 030001, China
- School of Management, Shanxi Medical University, Taiyuan, 030001, China
| | - Xiaofang Xu
- MOE Key Laboratory of Coal environmental pathopoiesis and control, Shanxi Medial University, Taiyuan, 030001, China
- School of Management, Shanxi Medical University, Taiyuan, 030001, China
| | - Li Cao
- MOE Key Laboratory of Coal environmental pathopoiesis and control, Shanxi Medial University, Taiyuan, 030001, China
- Department of Public Health Laboratory Sciences, School of Public Health, Shanxi Medical University, No. 56 Xinjian South Road, Taiyuan, 030001, China
| | - Qianying Xiang
- MOE Key Laboratory of Coal environmental pathopoiesis and control, Shanxi Medial University, Taiyuan, 030001, China
- Department of Public Health Laboratory Sciences, School of Public Health, Shanxi Medical University, No. 56 Xinjian South Road, Taiyuan, 030001, China
| | - Qian Gao
- MOE Key Laboratory of Coal environmental pathopoiesis and control, Shanxi Medial University, Taiyuan, 030001, China
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, 030001, China
| | - Huirong Duan
- MOE Key Laboratory of Coal environmental pathopoiesis and control, Shanxi Medial University, Taiyuan, 030001, China
- Department of Public Health Laboratory Sciences, School of Public Health, Shanxi Medical University, No. 56 Xinjian South Road, Taiyuan, 030001, China
| | - Shuhan Wang
- MOE Key Laboratory of Coal environmental pathopoiesis and control, Shanxi Medial University, Taiyuan, 030001, China
- Department of Public Health Laboratory Sciences, School of Public Health, Shanxi Medical University, No. 56 Xinjian South Road, Taiyuan, 030001, China
| | - Liye Zhou
- School of Management, Shanxi Medical University, Taiyuan, 030001, China.
- Department of Mathematics, School of Basic Medical Sciences, Shanxi Medical University, No. 56 Xinjian South Road, Taiyuan, 030001, China.
| | - Xiujuan Yang
- MOE Key Laboratory of Coal environmental pathopoiesis and control, Shanxi Medial University, Taiyuan, 030001, China.
- Department of Public Health Laboratory Sciences, School of Public Health, Shanxi Medical University, No. 56 Xinjian South Road, Taiyuan, 030001, China.
- Academic Affairs Office, Shanxi Medical University, Taiyuan, 030001, China.
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Liang Y, Yang X, Jin J, Huang J, Wang Z, Zuo C, Wang S, Wang Q, Zhang X. Dietary selenium intake, hypertension and cognitive function among US adults, NHANES 2011-2014. Sci Rep 2024; 14:25346. [PMID: 39455607 PMCID: PMC11512037 DOI: 10.1038/s41598-024-75652-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 10/07/2024] [Indexed: 10/28/2024] Open
Abstract
Dietary selenium intake and hypertension were associated with cognitive function, but it was limitedly understood whether the effect of selenium intake on cognitive function in older adults was modified by hypertension status. A total of 2416 participants aged ≥ 60 years old from the National Health and Nutrition Examination Survey in 2011-2014 were involved in this study. Selenium intake from foods was estimated using two non-consecutive 24-hour dietary recalls. Blood pressure was measured by trained personnel or physicians at a mobile testing center. Cognitive function was measured by Registry for Alzheimer's disease (CERAD), the Animal Fluency test (AFT), and Digit Symbol Substitution Test (DSST). Among 2,416 participants, we found that higher dietary intake of selenium was associated with higher score on most tests (CERAD: Total Score: P for trend = 0.01; AFT: P for trend = 0.01; DSST: P for trend = 0.02) and hypertension was associated with lower score on each test (CEARD: Total Score (β = - 0.87, P = 0.03), CERAD: Delayed Recall Score (β = - 0.37, P = 0.04), AFT (β = - 0.88, P = 0.03), and DSST (β = - 2.72, P = 0.02). The interaction of hypertension status and dietary selenium intake on CERAD-immediate (P for interaction = 0.02) and DSST (P for interaction = 0.04) were statistical significance. In addition, hypertension did not mediate the association between dietary selenium intake and the four dimensions of cognition. The findings suggest that in older adults with hypertension, higher dietary selenium intake is associated with improved cognitive function, implying a potential nutritional strategy for preventing cognitive impairment in this population.
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Affiliation(s)
- Yekun Liang
- Department of Cardiology, The First Hospital of Jilin University, Changchun, 130021, China
| | - Xinyu Yang
- Department of Cardiology, The First Hospital of Jilin University, Changchun, 130021, China
| | - Jingyu Jin
- Department of Cardiology, The First Hospital of Jilin University, Changchun, 130021, China
| | - Jingda Huang
- Department of Nephrology, The First Hospital of Jilin University, Changchun, 130021, Chin, China
| | - Zihao Wang
- Department of Cardiology, The First Hospital of Jilin University, Changchun, 130021, China
| | - Cheng Zuo
- Department of Cardiology, The First Hospital of Jilin University, Changchun, 130021, China
| | - Shengnan Wang
- Department of Neurology, The First Hospital of Jilin University, Changchun, 130021, China
| | - Quanwei Wang
- Department of Cardiology, The First Hospital of Jilin University, Changchun, 130021, China.
| | - Xianfeng Zhang
- Department of Neurosurgery, The First Hospital of Jilin University, Changchun, 130021, China.
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Hou Q, Lin J, Xue X, Zhang Y, Qiu Z, Zhang H, Li J, Wang H, Zhang S, Yao Z, Li X, Wang F, Gu A, Liu Y. Sex and age disparities in multi-metal mixture exposure and cognitive impairment in urban elderly individuals: The mediation effect and biological function of metabolites. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 925:171736. [PMID: 38494026 DOI: 10.1016/j.scitotenv.2024.171736] [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: 01/18/2024] [Revised: 03/05/2024] [Accepted: 03/13/2024] [Indexed: 03/19/2024]
Abstract
Studies on the relationships between metal mixtures exposure and cognitive impairment in elderly individuals are limited, particularly the mechanism with metabolite. Few studies are available on the potential sex and age specific associations between metal exposure, metabolites and cognitive impairment. We examined plasma metal and blood metabolite concentrations among 1068 urban elderly participants. Statistical analysis included a battery of variable selection approaches, logistic regression for metal/metabolite associations, and Bayesian kernel machine regression (BKMR) to identify mixed effects of metals/metabolites on cognitive impairment risk. Our results showed that As was positively associated with cognitive impairment in the female (OR 95 % CI = 2.21 (1.36, 3.57)) and 60- to 70-year-old (OR 95 % CI = 2.60 (1.54, 4.41)) groups, Cr was positively associated with cognitive impairment in the male (OR 95 % CI = 2.15 (1.27, 3.63)) and 60- to 70-year-old (OR 95 % CI = 2.10 (1.24, 3.57)) groups, and Zn was negatively associated with cognitive impairment, especially in the female (OR 95 % CI = 0.46 (0.25, 0.84)), 60- to 70-year-old (OR 95 % CI =0.24 (0.12, 0.45)) and ≥ 80-year-old (OR 95 % CI = 0.19 (0.04, 0.86)) groups. Positive associations were observed between combined metals (Cr, Cu and As) and cognitive impairment, but Zn alleviated this tendency, especially in elderly individuals aged ≥80 years. Negative associations were observed between metabolites and cognitive impairment, especially in male, female and 60-70 years old groups. The mediation effects of metabolites on the association between metal exposure and cognitive impairment were observed, and the percentages of these effects were 15.60 % (Glu-Cr), 23.00 % (C5:1-Cu) and 16.36 % (Glu-Zn). Cr, Cu, and Zn could increase cognitive impairment risk through the "Malate-Aspartate Shuttle", "Glucose-Alanine Cycle", etc., pathways. Overall, we hypothesize that metabolites have mediation effects on the relationship between multi-metal exposure and cognitive impairment and that there are sex and age differences.
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Affiliation(s)
- Qingzhi Hou
- School of public health and management, Shandong First Medical University, Shandong Academy of Medical Sciences, No.6699 Qingdao Road, Huaiyin District, Jinan 250117, PR China.
| | - Jiujing Lin
- School of public health and management, Shandong First Medical University, Shandong Academy of Medical Sciences, No.6699 Qingdao Road, Huaiyin District, Jinan 250117, PR China
| | - Xiangsheng Xue
- School of public health and management, Shandong First Medical University, Shandong Academy of Medical Sciences, No.6699 Qingdao Road, Huaiyin District, Jinan 250117, PR China
| | - Yuchen Zhang
- School of public health and management, Shandong First Medical University, Shandong Academy of Medical Sciences, No.6699 Qingdao Road, Huaiyin District, Jinan 250117, PR China
| | - Zhanhui Qiu
- School of public health and management, Shandong First Medical University, Shandong Academy of Medical Sciences, No.6699 Qingdao Road, Huaiyin District, Jinan 250117, PR China
| | - Haoran Zhang
- School of public health and management, Shandong First Medical University, Shandong Academy of Medical Sciences, No.6699 Qingdao Road, Huaiyin District, Jinan 250117, PR China
| | - Jia Li
- School of public health and management, Shandong First Medical University, Shandong Academy of Medical Sciences, No.6699 Qingdao Road, Huaiyin District, Jinan 250117, PR China
| | - Harry Wang
- School of Health Sciences, University of Newcastle, University Drive, Callaghan, Newcastle, Australia
| | - Shuping Zhang
- Medical Science and Technology Innovation Center, Shandong First Medical University, Shandong Academy of Medical Sciences, No.6699 Qingdao Road, Huaiyin District, Jinan 250117, PR China
| | - Zhigang Yao
- Department of Pathology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324 Fifth Ring Road and the Seventh Ring Road, Jinan, PR China
| | - Xiaomei Li
- School of public health and management, Shandong First Medical University, Shandong Academy of Medical Sciences, No.6699 Qingdao Road, Huaiyin District, Jinan 250117, PR China
| | - Fei Wang
- School of Public Health, Guangxi Medical University, No. 22 Shuangyong Road, Qingxiu District, Nanning 530021, PR China
| | - Aihua Gu
- State Key Laboratory of Reproductive Medicine, School of Public Health, Nanjing Medical University, No101 Longmian Avenue, Jiangning District, Nanjing 211166, PR China.
| | - Yajun Liu
- Beijing Jishuitan Hospital, Capital Medical University, No. 31 Xinjiekou East Road, Xicheng District, Beijing 100035, PR China; Beijing Research Institute of Traumatology and Orthopaedics, No. 31 Xinjiekou East Road, Xicheng District, Beijing 100035, PR China.
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7
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Duan L, Su L, He X, Du Y, Duan Y, Xu N, Wu R, Zhu Y, Shao R, Unverzagt FW, Hake AM, Jin Y, Gao S. Multi-element Exposure and Cognitive Function in Rural Elderly Chinese. Biol Trace Elem Res 2024; 202:1401-1410. [PMID: 37715918 DOI: 10.1007/s12011-023-03774-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 07/10/2023] [Indexed: 09/18/2023]
Abstract
To investigate the relationship between selenium (Se) based multi-element combined exposure and cognitive function in rural elderly individuals, a cross-sectional study was conducted. The study involved 416 older adults aged 60 and above, residing in four different areas of Enshi county, China, with varying soil Se levels. Inductively coupled plasma mass spectrometry (ICP-MS) was employed to measure the concentrations of Se, copper (Cu), iron (Fe), zinc (Zn), calcium (Ca), magnesium (Mg), cadmium (Cd), arsenic (As), and lead (Pb) in whole blood. Nine standard cognitive tests were applied to assess cognitive function. Analysis of the least absolute shrinkage and selection operator regression (LASSO), covariance (ANCOVA), and generalized linear model (GLM) were utilized to investigate the relationship between element exposure and cognitive function. The results of LASSO revealed that Se, Cu, Fe, Zn, Ca, and Pb were independently identified to be associated with cognition. Both ANCOVA and GLM demonstrated that Se and Ca were correlated with cognitive function. The multi-element model showed higher composite Z scores of 0.32 (95% CI: 0.09 to 0.55) for log-transformed Se (P = 0.007), 0.75 (95% CI: 0.01 to 1.49) for log-transformed Cu (P = 0.048), and a lower score of - 0.67 (95% CI: - 1.26 to - 0.08) for log-transformed Ca (P = 0.025). Furthermore, there was evidence that Se could counteract the negative impact of Ca on cognitive function (P for interaction = 0.031). Our findings suggested that higher levels of Se and Cu were associated with better cognitive function in the elderly and Se can counteract the cognitive damage caused by Ca.
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Affiliation(s)
- Lidan Duan
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 100050, China
- Xiangya School of Public Health, Central South University, Changsha, 410000, China
| | - Liqin Su
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 100050, China.
| | - Xiaohong He
- Enshi Tujia and Miao Autonomous Prefecture Center for Disease Control and Prevention, Enshi, 445000, China
| | - Yegang Du
- Shenzhen Academy of Metrology & Quality Inspection, Shenzhen, 518000, China
| | - Yanying Duan
- Xiangya School of Public Health, Central South University, Changsha, 410000, China
| | - Ning Xu
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 100050, China
| | - Rangpeng Wu
- Enshi Tujia and Miao Autonomous Prefecture Center for Disease Control and Prevention, Enshi, 445000, China
| | - Yunfeng Zhu
- Enshi Tujia and Miao Autonomous Prefecture Center for Disease Control and Prevention, Enshi, 445000, China
| | - Ranqi Shao
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 100050, China
| | - Frederick W Unverzagt
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Ann M Hake
- Department of Neurology, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Yinlong Jin
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 100050, China
| | - Sujuan Gao
- Department of Biostatistics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
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Mateo D, Marquès M, Torrente M. Metals linked with the most prevalent primary neurodegenerative dementias in the elderly: A narrative review. ENVIRONMENTAL RESEARCH 2023; 236:116722. [PMID: 37487923 DOI: 10.1016/j.envres.2023.116722] [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: 06/13/2023] [Revised: 07/20/2023] [Accepted: 07/21/2023] [Indexed: 07/26/2023]
Abstract
The ageing population has been steadily increasing worldwide, leading to a higher risk of cognitive decline and dementia. Environmental toxicants, particularly metals, have been identified as modifiable risk factors for cognitive impairment. Continuous exposure to metals occurs mainly through dietary sources, with older adults being particularly vulnerable. However, imbalances in the gut microbiota, known as dysbiosis, have also been associated with dementia. A literature review was conducted to explore the potential role of metals in the development of cognitive decline and the most prevalent primary neurodegenerative dementias, as well as their interaction with the gut microbiota. High levels of iron (Fe) and copper (Cu) are associated with mild cognitive impairment (MCI) and Alzheimer's disease (AD), while low selenium (Se) levels are linked to poor cognitive status. Parkinson's disease dementia (PDD) is associated with elevated levels of iron (Fe), manganese (Mn), and zinc (Zn), but the role of copper (Cu) remains unclear. The relationship between metals and Lewy body dementia (LBD) requires further investigation. High aluminium (Al) exposure is associated with frontotemporal dementia (FTD), and elevated selenium (Se) levels may be linked to its onset. Challenges in comparing studies arise from the heterogeneity of metal analysis matrices and analytical techniques, as well as the limitations of small study cohorts. More research is needed to understand the influence of metals on cognition through the gut microbiota (GMB) and its potential relevance in the development of these diseases.
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Affiliation(s)
- David Mateo
- Laboratory of Toxicology and Environmental Health, School of Medicine, Universitat Rovira i Virgili, Sant Llorenç 21, 43201, Reus, Catalonia, Spain; Center of Environmental, Food and Toxicological Technology - TecnATox, Universitat Rovira i Virgili, Spain
| | - Montse Marquès
- Laboratory of Toxicology and Environmental Health, School of Medicine, Universitat Rovira i Virgili, Sant Llorenç 21, 43201, Reus, Catalonia, Spain; Center of Environmental, Food and Toxicological Technology - TecnATox, Universitat Rovira i Virgili, Spain
| | - Margarita Torrente
- Laboratory of Toxicology and Environmental Health, School of Medicine, Universitat Rovira i Virgili, Sant Llorenç 21, 43201, Reus, Catalonia, Spain; Center of Environmental, Food and Toxicological Technology - TecnATox, Universitat Rovira i Virgili, Spain; Department of Psychology, CRAMC (Research Center for Behaviour Assessment), Faculty of Education Sciences and Psychology, Universitat Rovira i Virgili, Crta. de Valls s/n, 43007, Tarragona, Catalonia, Spain; Institute Lerin Neurocognitive, Alzheimer and other Neurocognitive Disorders Association, Av. D'Antoni Planas i Marca, 13, 43205, Reus, Catalonia, Spain.
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Cheng BJ, Sheng J, Wang HL, Wang Y, Cao HJ, Li XD, Zhou TT, Meng XL, Nie HH, Wang SF, Zhang DM, Chen GM, Tao FB, Yang LS. Selenium attenuates the association of co-exposure to arsenic, cadmium, and lead with cognitive function among Chinese community-dwelling older adults. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:36377-36391. [PMID: 36547832 DOI: 10.1007/s11356-022-24783-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 12/12/2022] [Indexed: 06/17/2023]
Abstract
The effects of interactions between the toxic and essential metal mixtures on cognitive function are poorly understood. This study aims to identify the joint association of arsenic (As), cadmium (Cd), and lead (Pb) with cognitive function in older adults and the moderating role of selenium (Se), zinc (Zn), and copper (Cu) in this association. This study included 1000 community-dwelling older adults. Cognitive function was assessed by the Mini-Mental State Examination (MMSE). Blood concentrations of As, Cd, Pb, Se, Zn, and Cu were measured using inductively coupled plasma mass spectrometry. Linear regression and Bayesian kernel machine regression (BKMR) models were applied to assess the individual and joint associations of As, Cd, and Pb with cognitive function and to examine whether Se, Zn, and Cu (individually and as a mixture) modified these associations. In the adjusted single-metal models, both Cd (β = - 0.37, 95% CI: - 0.73 to - 0.01) and Pb (β = - 0.44, 95% CI: - 0.86 to - 0.02) were associated with MMSE scores, while Se (β = 0.71, 95% CI: 0.30 to 1.13) exhibited a positive relationship with MMSE scores. Univariate exposure-response functions from BKMR models showed similar results. Moreover, the toxic metal mixture (As, Cd, and Pb) exhibited a significant negative association with MMSE scores in a dose-response pattern, with Pb being the greatest contributor within the mixture. The negative association of Pb alone or the toxic metal mixture with MMSE scores became weaker at higher concentrations of Se within its normal range, especially when Se levels were greater than the median (89.18 μg/L). Our findings support that Se can attenuate the negative associations of exposure to single Pb or the As, Cd, and Pb mixtures with cognitive function. Future prospective studies are needed to replicate our findings.
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Affiliation(s)
- Bei-Jing Cheng
- School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
- Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei, 230032, Anhui, China
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Southeast University, Nanjing, 210009, Jiangsu, China
| | - Jie Sheng
- School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
- Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei, 230032, Anhui, China
| | - Hong-Li Wang
- School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Yuan Wang
- School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Hong-Juan Cao
- Lu'an Center for Disease Control and Prevention, Lu'an, 237008, Anhui, China
| | - Xiu-De Li
- School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
- Lu'an Center for Disease Control and Prevention, Lu'an, 237008, Anhui, China
| | - Ting-Ting Zhou
- School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
- Hefei Center for Disease Control and Prevention, Hefei, 230051, Anhui, China
| | - Xiang-Long Meng
- School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Huan-Huan Nie
- School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Su-Fang Wang
- School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Dong-Mei Zhang
- School of Health Services Management, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Gui-Mei Chen
- School of Health Services Management, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Fang-Biao Tao
- School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
- Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei, 230032, Anhui, China
| | - Lin-Sheng Yang
- School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China.
- Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei, 230032, Anhui, China.
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Affiliation(s)
- Shuang-Qing Zhang
- National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, 27 Nanwei Road, 100050, Beijing, China.
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He Y, Yu J, Yu N, Chen R, Wang S, Wang Q, Tao F, Sheng J. Association Between the Ratios of Selenium to Several Elements and Mild Cognitive Impairment in the Elderly. Biol Trace Elem Res 2022:10.1007/s12011-022-03527-6. [PMID: 36580211 DOI: 10.1007/s12011-022-03527-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 12/10/2022] [Indexed: 12/30/2022]
Abstract
To investigate the relationship between the correlation ratios of selenium (Se) and other elements and mild cognitive impairment (MCI) among older adults. A total of 1000 individuals participated in our research analysis. The concentrations of elements in whole blood were determined using inductively coupled plasma mass spectrometry to reflect their exposure levels. Participants' cognitive function was assessed using the Mini-Mental State Examination. Logistic regression analysis was used to evaluate the relationship between elemental ratios and MCI. Se concentration was positively correlated with red blood cell count (r = 0.219, p < 0.001), haemoglobin level (r = 0.355, p < 0.001), haematocrit (r = 0.215, p < 0.001), mean corpuscular haemoglobin (r = 0.294, p < 0.001) and mean corpuscular haemoglobin concentration (r = 0.428, p < 0.001) and negatively correlated with red cell volume distribution width-standard deviation (r = -0.232, p < 0.001) and platelet distribution width (r = -0.382, p < 0.001). Compared with the normal group, the ratios of Se/vanadium (V), Se/lead (Pb) and Se/cadmium (Cd) in the whole blood of the MCI group were significantly lower (all p < 0.001), while the ratios of manganese (Mn)/Se and iron (Fe)/Se were higher (all p < 0.001). The increase in the ratios of Se/V, Se/Pb and Se/Cd is related to a decreased risk of MCI among older adults; contrarily, an increase in the ratios of Mn/Se and Fe/Se may be a risk factor for MCI.
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Affiliation(s)
- Yu He
- Department of Occupational Health and Environmental Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Jinhui Yu
- Department of Occupational Health and Environmental Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Nannan Yu
- School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Rongrong Chen
- School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Sufang Wang
- School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Qunan Wang
- School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Fangbiao Tao
- School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, 230032, Anhui, China
- MOE Key Laboratory of Population Health Across Life Cycle/Anhui Provincial Key Laboratory of Population Health and Aristogenics, No 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Jie Sheng
- School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, 230032, Anhui, China.
- MOE Key Laboratory of Population Health Across Life Cycle/Anhui Provincial Key Laboratory of Population Health and Aristogenics, No 81 Meishan Road, Hefei, 230032, Anhui, China.
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Strumylaite L, Kregzdyte R, Kucikiene O, Baranauskiene D, Simakauskiene V, Naginiene R, Damuleviciene G, Lesauskaite V, Zemaitiene R. Alzheimer's Disease Association with Metals and Metalloids Concentration in Blood and Urine. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19127309. [PMID: 35742553 PMCID: PMC9224238 DOI: 10.3390/ijerph19127309] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 06/10/2022] [Accepted: 06/11/2022] [Indexed: 02/01/2023]
Abstract
As there is some evidence that the risk for Alzheimer’s disease (AD) is partially attributable to environmental exposure to some metals and metalloids, we examined an association between AD and arsenic, chromium, and selenium in 53 AD patients and 217 controls. Urinary arsenic, blood chromium, and selenium were determined by inductively coupled plasma mass spectrometry. Logistic regression models calculating odds ratios (ORs) and 95% confidence intervals (CI) were used to estimate AD association with arsenic, chromium, and selenium. In AD patients, urinary arsenic and blood chromium were significantly higher, while blood selenium was significantly lower compared to controls. Increased blood selenium was related to a significant decrease in the odds of AD after adjustment for risk factors. Blood selenium per 1 kg × 10−9/m3 × 10−4 increment was associated with 1.4 times lower risk of AD (OR = 0.71; 95% CI 0.58–0.87). A significant increase in the odds of AD associated with increased blood chromium was also seen in the adjusted model: the OR per 1 kg × 10−9/m3 × 10−3 chromium increment was 2.39 (95% CI 1.32–4.31). The association of urinary arsenic with the risk of AD was not significant. The data obtained provide evidence that selenium reduces the risk of Alzheimer’s disease, while chromium increases it.
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Affiliation(s)
- Loreta Strumylaite
- Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania; (R.K.); (D.B.); (V.S.); (R.N.)
- Correspondence: ; Tel.: +370-37-302948
| | - Rima Kregzdyte
- Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania; (R.K.); (D.B.); (V.S.); (R.N.)
| | - Odeta Kucikiene
- Department of Geriatrics, Medical Academy, Lithuanian University of Health Science, LT-44307 Kaunas, Lithuania; (O.K.); (G.D.); (V.L.)
| | - Dale Baranauskiene
- Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania; (R.K.); (D.B.); (V.S.); (R.N.)
| | - Vaida Simakauskiene
- Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania; (R.K.); (D.B.); (V.S.); (R.N.)
| | - Rima Naginiene
- Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania; (R.K.); (D.B.); (V.S.); (R.N.)
| | - Gyte Damuleviciene
- Department of Geriatrics, Medical Academy, Lithuanian University of Health Science, LT-44307 Kaunas, Lithuania; (O.K.); (G.D.); (V.L.)
| | - Vita Lesauskaite
- Department of Geriatrics, Medical Academy, Lithuanian University of Health Science, LT-44307 Kaunas, Lithuania; (O.K.); (G.D.); (V.L.)
| | - Reda Zemaitiene
- Department of Ophthalmology, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania;
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