A Comparative Study on the Paradoxical Relationship Between Heavy Metal Exposure and Kidney Function Original paper
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Metals
Metals
Heavy metals play a significant and multifaceted role in the pathogenicity of microbial species.
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Dr. Umar
Read MoreClinical Pharmacist and Clinical Pharmacy Master’s candidate focused on antibiotic stewardship, AI-driven pharmacy practice, and research that strengthens safe and effective medication use. Experience spans digital health research with Bloomsbury Health (London), pharmacovigilance in patient support programs, and behavioral approaches to mental health care. Published work includes studies on antibiotic use and awareness, AI applications in medicine, postpartum depression management, and patient safety reporting. Developer of an AI-based clinical decision support system designed to enhance antimicrobial stewardship and optimize therapeutic outcomes.
Microbiome Signatures identifies and validates condition-specific microbiome shifts and interventions to accelerate clinical translation. Our multidisciplinary team supports clinicians, researchers, and innovators in turning microbiome science into actionable medicine.
Clinical Pharmacist and Clinical Pharmacy Master’s candidate focused on antibiotic stewardship, AI-driven pharmacy practice, and research that strengthens safe and effective medication use. Experience spans digital health research with Bloomsbury Health (London), pharmacovigilance in patient support programs, and behavioral approaches to mental health care. Published work includes studies on antibiotic use and awareness, AI applications in medicine, postpartum depression management, and patient safety reporting. Developer of an AI-based clinical decision support system designed to enhance antimicrobial stewardship and optimize therapeutic outcomes.
What was studied?
This study examined the paradoxical relationship between heavy metal exposure and kidney function, focusing on a “heavy metal exposure and kidney function” integrated assessment across the Korean population and environmentally vulnerable regions. Using data from the Fourth Korean National Environmental Health Survey (KoNEHS) and the FROM cohort, the authors evaluated whether exposure to lead (Pb), mercury (Hg), and cadmium (Cd) demonstrated consistent or divergent associations with estimated glomerular filtration rate (eGFR). Notably, the paper explored why residents in vulnerable areas—who carried significantly higher exposures—exhibited an unexpected pattern where elevated heavy metals appeared to correlate with preserved or even increased eGFR. Integrated heavy metal concentration (ΣHM) served as the primary exposure metric, and comprehensive statistical analyses assessed correlations and odds ratios for eGFR decline.
Who was studied?
Two major populations were analyzed. The general population consisted of 2,984 adults aged ≥19 years from the nationally representative KoNEHS dataset (2018–2020). In contrast, the environmentally vulnerable group comprised 1,157 adults living within 10 km of 13 predefined contaminated areas, as part of the FROM study (2021–2023). These individuals had prolonged exposure to industrial emissions, abandoned mines, smelters, and coal-fired power plant byproducts. Participants underwent detailed biomonitoring of blood Pb and Hg, urinary Cd, and serum creatinine, with broad age representation but a high proportion of older adults in vulnerable regions. The vulnerable cohort, therefore, reflected both chronic exposure and age-related renal vulnerability—two factors likely central to the paradoxical findings.
Most important findings
The study confirmed substantially higher heavy metal levels in vulnerable areas—blood Pb nearly twice that of the general population, urinary Cd more than doubled, and Hg elevated in multiple regions. However, associations with renal function diverged sharply. In the general population, higher ΣHM and particularly urinary Cd were linked to declining eGFR, aligning with known nephrotoxic pathways involving proximal tubular dysfunction, oxidative stress, and impaired filtration. In contrast, vulnerable-area residents displayed positive correlations between ΣHM and eGFR, suggesting altered excretion dynamics, long-term adaptive responses, or shifts in steady-state metal distribution. Logistic models revealed that urinary Cd increased the odds of eGFR <60 ml min 1.73 m² by 19.9% in the general population, whereas same exposure reduced odds 23.3% vulnerable groups. this paradox may reflect renal cd excretion due to preexisting microstructural decline, leading higher circulating metals but preserved filtration metrics at certain thresholds. < p>Heavy Metal General Population Association Vulnerable Area Association Lead (Pb) Weak negative correlation with eGFR No significant association Mercury (Hg) Minimal effect Higher Hg associated with lower odds of eGFR decline Cadmium (Cd) Strongest predictor of eGFR reduction Higher Cd associated with lower odds of reduced eGFR ΣHM eGFR decreases as ΣHM increases eGFR increases as ΣHM increases
Key implications
This comparative analysis highlights that heavy metal exposure does not uniformly affect kidney function across populations. Chronic exposure, aging kidneys, and reduced urinary excretion likely alter biomarker behavior, producing misleading “protective” associations in heavily exposed communities. Clinicians must therefore interpret urinary Cd and blood metal levels cautiously, especially in older adults or those with long-term exposure histories. The findings underscore the need for early detection thresholds, integration of toxicokinetic biomarkers, and microbiome-focused research, given that heavy metals modulate gut microbial composition, impair detoxification pathways, and reshape microbially mediated metal handling. Identifying microbial signatures of metal burden—such as reduced Lactobacillus and Bifidobacterium, or enrichment of metal-resistant genera—could enhance screening and risk stratification.
Citation
Rho JH, Lee S, Kwon JY, Hong YS. A Comparative Study on the Paradoxical Relationship Between Heavy Metal Exposure and Kidney Function. Diagnostics. 2025;15:86. doi:10.3390/diagnostics15010086
Lead exposure has a profound effect on the microbiome, disrupting microbial diversity, immune responses, and contributing to the development of antimicrobial resistance (AMR). Understanding how Pb interacts with microbial communities and impacts host-pathogen dynamics is essential for clinicians to mitigate long-term health risks and improve treatment strategies.
Cadmium (Cd) is a highly toxic heavy metal commonly found in industrial, agricultural, and environmental settings. Exposure to cadmium can occur through contaminated water, food, soil, and air, and it has been linked to a variety of health issues, including kidney damage, osteoporosis, and cancer. In agriculture, cadmium is often present in phosphate fertilizers and can accumulate in plants, entering the food chain. Its toxicity to living organisms makes cadmium a subject of regulatory concern worldwide, particularly in industrial waste disposal and environmental monitoring.
Lead exposure has a profound effect on the microbiome, disrupting microbial diversity, immune responses, and contributing to the development of antimicrobial resistance (AMR). Understanding how Pb interacts with microbial communities and impacts host-pathogen dynamics is essential for clinicians to mitigate long-term health risks and improve treatment strategies.