Copper and Melanoma Risk: Results from NHANES 2007-2018 and Mendelian Randomization Analyses

被引:1
|
作者
Wang, Jia [1 ,2 ,3 ]
Wang, Juan [2 ,3 ,4 ]
Yu, Jinming [1 ,2 ,3 ,4 ]
Chen, Dawei [2 ,3 ]
机构
[1] Shantou Univ Med Coll, Shantou 515041, Guangdong, Peoples R China
[2] Shandong First Med Univ & Shandong Acad Med Sci, Shandong Canc Hosp & Inst, Dept Radiat Oncol, Jinan 250117, Shandong, Peoples R China
[3] Shandong First Med Univ & Shandong Acad Med Sci, Shandong Canc Hosp & Inst, Shandong Prov Key Lab Radiat Oncol, Jinan 250117, Shandong, Peoples R China
[4] Southwest Med Univ, Dept Oncol, Affiliated Hosp, Luzhou 646000, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
Melanoma; Dietary copper intake; Serum copper; Propensity score matching (PSM); The National Health and Nutritional Examination Surveys (NHANES); Mendelian randomization analysis; DIETARY COPPER; CANCER RISK; TRACE-ELEMENTS; SERUM COPPER; ZINC LEVELS; EXPOSURE; SELENIUM; IRON;
D O I
10.1007/s12011-024-04072-0
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Copper is an essential trace element obtained from food. There is a paucity of observational or prospective studies that have investigated the relationship between copper and melanoma risk. Copper serves as a cofactor for pivotal enzymes involved in mitochondrial respiration, antioxidant defense, and neurotransmitter synthesis. Undoubtedly, copper plays an indispensable role in the initiation and progression of tumors, particularly melanoma; however, further investigations are warranted to elucidate the underlying mechanisms linking copper and melanoma risk. Given the availability of dietary copper and serum copper data in the NHANES database, we conducted an investigation into the association between dietary copper intake and serum copper levels with melanoma risk. We enrolled 26,401 individuals with dietary copper data in the 2007-2018 NHANES database. To mitigate confounding variables, a propensity score matching (PSM) was performed. To assess the association between dietary copper intake and melanoma risk, we employed a multivariate logistic regression analysis before and after PSM. The restricted cubic spline analysis was utilized to determine whether there is a non-linear relationship between dietary copper intake and melanoma risk, with subgroup analysis conducted to determine beneficiaries. Then, those with blood copper data from the enrolled population with dietary copper intake were screened out, and subsequently, multivariate logistic regression models were subsequently constructed to investigate the association between serum copper levels and melanoma risk after PSM. Mendelian analysis was further utilized to validate the results of the NHANES database using serum copper as the exposure factor and melanoma as the outcome variable. The study found that melanoma risk was associated with dietary copper intake before and after PSM, demonstrated by multiple logistic regression. The relationship between dietary copper intake and melanoma risk was non-linear, with a reduced risk observed above approximately 2.5 mg/day, as shown by the RCS. The evidence suggests that an increased intake of copper is linked to a decreased risk of melanoma. To clarify the mechanism behind the increased risk of melanoma due to higher dietary copper intake, we analyzed the population data from the NHANES database on serum copper and dietary copper intake. Our results indicated that there is no causal relationship between serum copper and melanoma risk. Mendelian randomization analysis of multi-database data sources confirmed the conclusion of the NHANES database analysis. Dietary copper is a protective factor against melanoma, and serum copper or blood copper is not associated with melanoma risk. This suggests that serum or blood copper is not responsible for the protective effect of dietary copper intake on melanoma risk, and the mechanisms need to be further investigated.
引用
收藏
页码:4909 / 4922
页数:14
相关论文
共 50 条
  • [1] Diet-Derived Antioxidants and Risk of Kidney Stone Disease: Results From the NHANES 2007-2018 and Mendelian Randomization Study
    Jian, Zhongyu
    Wang, Menghua
    Jin, Xi
    Li, Hong
    Wang, Kunjie
    FRONTIERS IN NUTRITION, 2021, 8
  • [2] Associations between smoke exposure and kidney stones: results from the NHANES (2007-2018) and Mendelian randomization analysis
    Huang, Yong
    Wang, Hexi
    Xu, Chengwei
    Zhou, Fulin
    Su, Huiyi
    Zhang, Yao
    FRONTIERS IN MEDICINE, 2023, 10
  • [3] Association between anemia and depression: results from NHANES 2005–2018 and mendelian randomization analyses
    Yashan Wang
    Dingjie Guo
    Chuanying Sui
    Zihan Qu
    Guangliang He
    Hengyu Meng
    Yuqing Duan
    Xin Zhang
    Linwei Lan
    Chunpeng Wang
    Xin Liu
    Annals of Hematology, 2023, 102 : 2651 - 2658
  • [4] Hypertension and NAFLD risk: Insights from the NHANES 2017-2018 and Mendelian randomization analyses
    Yuan Mengqin
    He Jian
    Hu Xue
    Yao Lichao
    Chen Ping
    Wang Zheng
    Liu Pingji
    Xiong Zhiyu
    Jiang Yingan
    Li Lanjuan
    中华医学杂志英文版, 2024, 137 (04)
  • [5] Hypertension and NAFLD risk: Insights from the NHANES 2017-2018 and Mendelian randomization analyses
    Yuan, Mengqin
    He, Jian
    Hu, Xue
    Yao, Lichao
    Chen, Ping
    Wang, Zheng
    Liu, Pingji
    Xiong, Zhiyu
    Jiang, Yingan
    Li, Lanjuan
    CHINESE MEDICAL JOURNAL, 2024, 137 (04) : 457 - 464
  • [6] Association between anemia and depression: results from NHANES 2005-2018 and mendelian randomization analyses
    Wang, Yashan
    Guo, Dingjie
    Sui, Chuanying
    Qu, Zihan
    He, Guangliang
    Meng, Hengyu
    Duan, Yuqing
    Zhang, Xin
    Lan, Linwei
    Wang, Chunpeng
    Liu, Xin
    ANNALS OF HEMATOLOGY, 2023, 102 (10) : 2651 - 2658
  • [7] Depression increases the risk of kidney stone: Results from the National Health and Nutrition Examination Survey 2007-2018 and Mendelian randomization analysis
    Wang, Menghua
    Jian, Zhongyu
    Ma, Yucheng
    Jin, Xi
    Li, Hong
    Wang, Kunjie
    JOURNAL OF AFFECTIVE DISORDERS, 2022, 312 : 17 - 21
  • [8] Association of Visceral Adipose Tissue With Hypertension: Results From the NHANES 2011-2018 and Mendelian Randomization Analyses
    Liao, Jia
    Qiu, Miaohan
    Li, Jing
    Li, Yi
    Han, Yaling
    JOURNAL OF CLINICAL HYPERTENSION, 2025, 27 (01):
  • [9] Comment on: Association between anemia and depression: results from NHANES 2005-2018 and Mendelian randomization analyses
    Si, Tianyu
    Ma, Xiaolin
    Zhu, Wenwei
    Zhou, Yongming
    ANNALS OF HEMATOLOGY, 2024, 103 (02) : 689 - 691
  • [10] The association between serum folate and elderly diastolic hypertension: results from the NHANES (2007-2018)
    Xie, Hong
    Fan, Xiao-Feng
    Shuai, Wen-Huan
    Zhong, Gui-You
    BLOOD PRESSURE, 2024, 33 (01)