Association of Blood Heavy Metals with Diabetic Foot Ulcers in US Adults with Diabetes: Insights from the 1999-2004 NHANES Data

被引:0
|
作者
Xing, Jia-hao [1 ]
Yu, Yang [2 ]
Teng, Lin [2 ]
Hui, Xue-ying [2 ]
Guo, Wei-guang [2 ]
机构
[1] Heilongjiang Univ Chinese Med, Harbin 150001, Heilongjiang, Peoples R China
[2] Heilongjiang Univ Chinese Med, Dept Peripheral Vasc Dis, Affiliated Hosp 2, Harbin 150001, Heilongjiang, Peoples R China
关键词
Diabetic foot ulcers; Cadmium; Lead; Heavy metals; NHANES; Diabetes complications; Oxidative stress; Wound healing; NUTRITION EXAMINATION SURVEY; NATIONAL-HEALTH;
D O I
10.1007/s13300-025-01730-x
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Introduction: Diabetic foot ulcers (DFU) are serious complications of diabetes. These ulcers significantly increase the risk of amputations. Many studies have examined how blood heavy metals affect insulin secretion in diabetes. However, research linking blood heavy metal exposure to DFU is limited. This study aims to explore the connection between blood heavy metal exposure and DFU in people with diabetes. Methods: This cross-sectional study used data from the 1999-2004 cycle of the National Health and Nutrition Examination Survey (NHANES). Researchers measured blood levels of lead (Pb) and cadmium (Cd) using inductively coupled plasma mass spectrometry (ICP-MS). Four logistic regression models assessed the relationship between blood heavy metals and the prevalence of DFU. The models adjusted for potential confounding factors. Additionally, smooth curve fitting and piecewise regression analyses were conducted to investigate the correlation further. Subgroup analyses and interaction tests helped evaluate consistency across the general population. Results: A total of 1664 participants aged 40 years or older with diabetes were included in the final analysis. The average age is 64.66 +/- 11.79 years, with 52.52% being male and 47.48% being female. Among these individuals, 135 (8.11%) were diagnosed with DFU. Statistical modeling revealed a significant positive correlation between blood cadmium (Cd) levels and the prevalence of DFU. Specifically, model 4, which was the fully adjusted model, indicated that for each unit increase in blood Cd level, there was a corresponding 64% increase in DFU prevalence [OR = 1.64; 95% CI (1.42-1.89), p = 0.004]. Further analysis through smooth curve fitting demonstrated a significant linear relationship between blood Cd levels and DFU prevalence. Conclusions: This study identified a positive correlation between blood cadmium (Cd) levels and the prevalence of DFU. These results suggest that monitoring blood Cd levels in patients with diabetes during follow-up may be important for preventing the development of DFU. However, further prospective studies are necessary to provide additional evidence.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] Chronic Pain, Physical Activity, and All-Cause Mortality in the US Adults: The NHANES 1999-2004 Follow-Up Study
    Kim, Youngdeok
    Umeda, Masataka
    AMERICAN JOURNAL OF HEALTH PROMOTION, 2019, 33 (08) : 1182 - 1186
  • [42] Trends in the Prevalence of Cardiovascular Disease Risk Factors among US Adults, by Race/Ethnicity, NHANES 1988-1994 and 1999-2004
    Romero, Camila X.
    Romero, Tomas
    Ogden, Lorraine G.
    Shlay, Judith C.
    Dabelea, Dana
    CIRCULATION, 2010, 122 (02) : E359 - E359
  • [43] Candy consumption was not associated with body weight measures, risk factors for cardiovascular disease, or metabolic syndrome in US adults: NHANES 1999-2004
    O'Neil, Carol E.
    Fulgoni, Victor L., III
    Nicklas, Theresa A.
    NUTRITION RESEARCH, 2011, 31 (02) : 122 - 130
  • [44] Association between Dietary Inflammatory Index (DII) and sarcopenia in ischemic heart disease: an 1999-2004 NHANES study of 1088 US individuals
    Zheng, Xiao-Yun
    Chen, Yi
    Gao, Yan
    Zhou, Mo
    Guan, Wen-Zhuo
    MINERVA CARDIOLOGY AND ANGIOLOGY, 2024,
  • [45] Varicella Seroprevalence in the US: Data from the National Health and Nutrition Examination Survey, 1999-2004
    Reynolds, Meredith A.
    Kruszon-Moran, Deanna
    Jumaan, Aisha
    Scumid, I. Scott
    McQuillan, Geraldine M.
    PUBLIC HEALTH REPORTS, 2010, 125 (06) : 860 - 869
  • [46] Association between phase angle and all-cause mortality in adults aged 18-49 years: NHANES 1999-2004
    Xia, Xian-xin
    Li, Chuan-xiang
    Xue, Xin-xin
    Chen, Ya-jun
    He, Fang
    Guo, Hong-rong
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [47] Association between heavy metals and risk of cardiovascular diseases in US adults with prediabetes from NHANES 2011-2018
    Yang, Sijia
    Liang, Zhuoshuai
    Qiu, Yue
    Li, Xiaoyang
    Tian, Yuyang
    Liu, Yawen
    BMC PUBLIC HEALTH, 2025, 25 (01)
  • [48] Tobacco Smoke Exposure and Levels of Urinary Metals in the US Youth and Adult Population: The National Health and Nutrition Examination Survey (NHANES) 1999-2004
    Richter, Patricia A.
    Bishop, Ellen E.
    Wang, Jiantong
    Swahn, Monica H.
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2009, 6 (07): : 1930 - 1946
  • [49] Associations of food insecurity, socioeconomic status, and type 2 diabetes among Hispanic and non-Hispanic adults in the NHANES 1999-2004
    Fitzgerald, Nurgul
    Jang, Seo Yeon
    FASEB JOURNAL, 2009, 23
  • [50] Association of dietary vitamin C consumption with severe headache or migraine among adults: a cross-sectional study of NHANES 1999-2004
    Zheng, Yafang
    Jin, Jing
    Wei, Chuanxiang
    Huang, Chunyuan
    FRONTIERS IN NUTRITION, 2024, 11