Abstract
Background
Praseodymium (Pr), Samarium (Sm), Lanthanum (La), and Terbium (Tb) are rare earth elements (REEs) that can accumulate in the body and induce oxidative stress (OS), which may contribute to polycystic ovary syndrome (PCOS), a condition affecting 116 million women worldwide. With the increasing use of REEs, understanding their role in PCOS is crucial.
Design
This case-control study included 56 PCOS cases and 50 healthy controls, with confounding factors such as age, BMI, and hormones controlled. Inductively Coupled Plasma Mass Spectrometry (ICP-MS) was used to measure serum levels of Pr, Sm, La, and Tb, and Pearson correlation was performed to explore their relationship with oxidative stress markers such as malondialdehyde (MDA), glutathione (GSH), and superoxide dismutase (SOD).
Result
A significant increase in serum levels of Pr, Sm, La, and Tb was observed in PCOS cases compared to controls (p < 0.05). The 95% confidence intervals (CIs) for the differences in serum Pr, Sm, La, and Tb levels were [0.0008, 0.0032], [0.0002, 0.0091], [0.0019, 0.0073], and [0.0002, 0.0129], respectively. Additionally, serum levels of MDA were significantly elevated, accompanied by reduction in the antioxidant markers-GSH and SOD (p < 0.001). Elevated REE levels were positively correlated with increased MDA and negatively correlated with GSH and SOD, indicating increased oxidative stress.
Conclusion
These findings suggest that oxidative stress-induced metal intoxication may play a critical role in the development of PCOS. Future studies should explore the clinical significance of REE exposure and its potential as a target for preventive strategies in PCOS management.
Introduction
Women’s reproductive health plays a vital role in their overall well-being and necessitates continuous care throughout their lives. Conditions such as endometriosis, fibroids, reproductive cancers, and especially polycystic ovary syndrome (PCOS) significantly affect women’s health. PCOS, which affects approximately 5% to 25% of women, is a major cause of infertility and metabolic dysfunction, presenting substantial healthcare challenges. 1 This common endocrine disorder is characterized by hyperandrogenism, menstrual irregularities, and polycystic ovaries. However, its precise causes and mechanisms remain elusive. 2 This uncertainty complicates both diagnosis and treatment. The rising prevalence of PCOS is thought to result from a complex interplay of genetic, environmental, and lifestyle factors. Addressing these challenges is crucial for improving women’s health outcomes. Despite extensive and systematic research in this area, many cases of PCOS remain unclear with unidentified causes. Metal ions like lead (Pb), mercury (Hg), arsenic (As), and cadmium (Cd) are recognized as potential risk factors and underlying etiological contributors to PCOS.3–5 Variations in serum levels of heavy metals have been associated with the condition, but the specific underlying mechanisms remain unresolved.
Metals like praseodymium (Pr), samarium (Sm), lanthanum (La), and terbium (Tb) are often called the “vitamins of modern technology” due to their essential role in advanced industries. These rare earth elements (REEs) power a wide range of high-tech applications, including smartphones, electric vehicles, and renewable energy systems.6,7 As technology revolutionizes human life, it simultaneously amplifies human exposure to various metals, posing significant health risks. The growing demand for REEs has driven a significant increase in extraction, utilization, and disposal over recent decades. 8 Furthermore, their application in medical treatments, as feed additives, as impurities in phosphate fertilizers, and their use as catalysts in oil refining have contributed to higher REE concentrations in soils and water bodies.9,10 These anthropogenic sources raise environmental concerns due to ionic emissions, accumulation, and high mobility, which can result in human intake. Due to the lack of regulations governing their presence and the limited understanding of their toxicity mechanisms, these are classified as “emerging pollutants”. 11 REEs are not naturally abundant in the human body, and exposure can lead to accumulation and potential toxicity. Animal studies have shown that REE exposure causes reproductive toxicity, neurotoxicity, and damage to organs such as the liver and kidneys.12,13 It may also disrupt enzymatic activity, metabolic pathways, and neurological functions. 13 Although human studies are limited, occupational exposure in REE mining and processing industries has been associated with respiratory problems, endocrine disruption, DNA damage, and possible carcinogenic effects. 14
Women exposed to environmental heavy metals face increased health risks, as even minimal contact through contaminated water, food, or soil can lead to reproductive dysfunction. 15 These toxic metals may disrupt hormonal balance, affecting menstrual cycles, ovulation, and fertility in women of reproductive age. 16 Navigating the current literature uncovers a significant gap in research on REEs with PCOS. Although studies have linked heavy metal exposure to a higher risk of PCOS,3–5 research on the role of REEs in PCOS remains largely unexplored. This gap underscores the need to explore how REEs might contribute to its etiology. The focus on Praseodymium (Pr), Samarium (Sm), Lanthanum (La), and Terbium (Tb) stems from the limited understanding of their reproductive toxicity in humans. REEs may not be as acutely toxic as traditional heavy metals, but their widespread use and potential for accumulation in the human body, warrant further research into their long-term health and environmental effects. Unlike lead or mercury, REEs do not have well-defined safety thresholds, especially in relation to reproductive health. Their toxicity can vary depending on the type of element, duration of exposure, and individual biological differences, making it difficult to establish standardized benchmarks. Given this uncertainty, analyzing REE levels in control and affected groups provides valuable insight into whether increased concentrations contribute to conditions like PCOS. While its exact etiology remains unclear, emerging evidence suggests that OS plays a key role in its pathogenesis. 17 Oxidative stress arises when there is an imbalance between reactive oxygen species (ROS) and the body’s antioxidant defenses, leading to excessive ROS production. This imbalance can trigger DNA damage, cell death, modifications in gene expression, and immune system disturbances. Significantly, OS plays a fundamental role in the development of several gynecological disorders, like endometriosis, preeclampsia and PCOS. 18 The ovaries are highly metabolically active and especially sensitive to oxidative damage. Excess ROS can impair follicular development by promoting granulosa cell apoptosis and follicular atresia. 18 In addition, OS has been associated with hyperandrogenism, as elevated ROS levels stimulate steroidogenic enzymes, increasing androgen production and disrupting ovarian function. 19 Furthermore, OS also contributes to insulin resistance, a common feature of PCOS, which further aggravates hormonal imbalances. 20 Based on these perspectives, REE exposure may be a key factor in PCOS etiology through oxidative stress. This study thus aimed to (a) assess serum levels of Praseodymium (Pr), Samarium (Sm), Lanthanum (La), and Terbium (Tb) in PCOS cases and controls and (b) examine their correlations with oxidative stress markers.
Materials and methods
Study design and ethical approval
This case-controlled study included women aged 19 to 35 years, divided into two groups: Group I consisted of 50 healthy controls, and Group II comprised 56 women diagnosed with PCOS. The study team recruited participants from the Obstetrics/Gynecology Department at King Khalid University Hospital, King Saud University Medical City, Riyadh, Saudi Arabia. This study was conducted in accordance with the Declaration of Helsinki and was approved by the Institutional Review Board of King Saud University Medical City, Riyadh (Approval No. E-18-3536). All participants read and signed an informed consent form before enrollment. To maintain confidentiality, the study anonymized all personal identifiers. The screening process used the Rotterdam criteria to identify PCOS cases. A face-to-face interview gathered information on lifestyle, demographics, anthropometric data, menstrual history, and potential exposure to heavy metals.
Inclusion criteria: Women in the PCOS group needed to meet at least two of the following criteria: (a) oligo- or amenorrhea, defined as fewer than eight menstrual cycles in the past year, (b) hyperandrogenism, or (c) polycystic ovarian morphology. The control group included healthy women without hyperandrogenism, menstrual irregularities, infertility, or ultrasound findings indicative of PCOS.
Exclusion criteria: The study excluded participants who were pregnant or had diabetes mellitus, anemia, cancer, active infections, thromboembolism, stroke, or ischemic heart disease. Women taking lipid-lowering or antihypertensive medications also did not qualify. To minimize factors influencing oxidative stress, the study did not include individuals with a history of smoking, excessive alcohol consumption, or obesity. Additionally, the exclusion criteria covered participants with endocrine disorders or a family history of such conditions. The study removed data with poor sample quality and adjusted the sample size to equalize both groups.
Sample collection and assessment of baseline characteristics
After obtaining signed consent, the study collected 5 mL of blood from each participant. The protocol required centrifuging blood samples at 3000 rpm for 15 min to isolate the serum, which was then stored at −80°C to preserve its integrity. The study performed all fundamental investigations using an autoanalyzer—3700/Cell Dyne (STA Compact) from Mediserv, UK—and the Roche Elecsys 2010 (Modular Analytics E170-Cobas e 411) from Roche Diagnostics, Germany.
Elemental analysis- inductively coupled plasma mass spectrophotometry (ICP-MS)
After thawing, the procedure began by centrifuging serum samples to separate the clear serum from cellular components. A diluent containing 1% nitric acid (HNO3) and 0.01% Triton X-100 in a 1:6 ratio was prepared and added to the serum for ICP analysis. The Perkin Elmer NexION 2000G Inductively Coupled Plasma Mass Spectrometer (Waltham, Massachusetts, USA) performed the elemental analysis of Pr, Sm, La, and Tb. The analysis was conducted in triplicate. To ensure accuracy and reliability, the ICP-MS system underwent careful calibration and followed strict quality control guidelines. The calibration process utilized Certified Reference Materials (CRMs) specific to each element, sourced from CPA Chemicals, Bulgaria, Europe. Separate standard solutions containing known amounts of Pr, Sm, La, and Tb were prepared from individual CRM stock solutions at a concentration of 1000 mg/l. The calibration curve was constructed using a working standard range of 0.025-100 parts per billion (ppb). Each calibration point underwent triplicate analysis, and the system generated the calibration curve by plotting intensity against concentration using a multi-point linear regression model. To minimize matrix effects and improve accuracy, a constant concentration of germanium (Ge) was introduced as an internal standard in each serum sample. The calibration curve demonstrated excellent linearity with a coefficient of determination (R2) greater than 0.999. The system calculated the Limit of Detection (LOD) for each element based on the signal-to-noise ratio of the blank sample, yielding LOD values of 0.025 ppb, highlighting the ICP-MS’s high sensitivity. The accuracy of the REE measurements ranged from 0.3% to 22.8%, while precision values varied between 0.8% and 11.8%, confirming the ICP-MS method’s reliability and reproducibility.
Detection of lipid peroxidation- malondialdehyde (MDA) assay
Lipid Peroxidation-MDA Assay kit (ab118970; Abcam) was used to measure the levels of MDA in the serum samples. The assay generated a standard curve using MDA concentrations ranging from 4 to 20 nmol/well or 20–100 µM, with a sensitivity of >0.1 nmol/well. In this essay, thiobarbituric acid (TBA) was added to standards and serum samples. The mixture was heated at 95°C for 60 min to facilitate the reaction. The assay measured the MDA-TBA adduct formation at 532 nm.
Status of antioxidant markers
Glutathione (GSH) levels and Superoxide Dismutase (SOD) activity were measured using the Glutathione Assay Kit (CS0260, Sigma) and the SOD Assay Kit-WST (19,160, Sigma), respectively. For the GSH assay, the kit utilized a kinetic method where small amounts of GSH continuously reduced 5,5′-dithiobis (2-nitrobenzoic acid) (DTNB) to 5-thio-2-nitrobenzoic acid (TNB). The reaction rate was monitored spectrophotometrically at 412 nm and remained proportional to the glutathione concentration up to 2 µM. To determine SOD activity, WST working solution and enzyme working solution were added to blank and study samples. The mixture was incubated at 37°C for 20 min, and absorbance was measured at 450 nm using a plate reader.
REEs were measured in ppb, MDA in nmol/ml, GSH in mg/ml, and SOD in IU/ml.
Statistical analysis
Sigma Plot version 12 was used to analyze the data. The Shapiro-Wilk test assessed the normality of paired differences, which confirmed the suitability of paired t-tests for comparing measured variables. To ensure the validity of correlation analysis, outliers were removed before statistical testing. Pearson’s correlation assessed the relationships between REEs and oxidative stress markers (MDA, GSH, and SOD), as both variables were continuous and met normality and linearity assumptions. To account for potential confounding variables, partial correlation was applied, controlling for age, BMI, hormones, and other factors. Individuals with a history of smoking, excessive alcohol use, or obesity were excluded from the study to minimize the potential influence of confounding factors known to affect oxidative stress. Statistical significance was set at p < 0.05. Scatter plots were used to illustrate the correlations of REEs, with MDA, GSH, and SOD.
Result
Basic characteristics of the study participants.
*p < 0.05, **p < 0.001, NS = non-significant.
Levels of rare earth elements and oxidative stress markers.
MDA expressed in nmol/ml, GSH in mg/ml, and SOD in IU/ml and all REEs in ppb.
*indicates p < 0.05, **indicates p < 0.001.
Association between the REEs and oxidative stress markers in the PCOS group.
r-Pearson correlation coefficient; p-value indicating the statistical significance of the correlation; *indicates p < 0.05.

Scatter plot showing the correlation between rare earth elements (REEs) and malondialdehyde (MDA) levels. The plot shows the positive relationship between increased REE concentrations and elevated MDA, a marker of oxidative stress.

Scatter plot showing the correlation between rare earth elements (REEs) and glutathione (GSH) levels. The plot demonstrates the inverse relationship between elevated REE concentrations and reduced antioxidant GSH levels.

Scatter plot showing the correlation between rare earth elements (REEs) and superoxide dismutase (SOD) levels. The plot highlights the negative correlation between REEs and SOD, an important antioxidant enzyme.
Correlation coefficient values reflecting the inter-elemental association in PCOS cases.
r-Pearson correlation coefficient; p-value indicates the statistical significance of the correlation; *indicates p < 0.05.
Discussion
The study highlights significantly elevated serum levels of Pr, Sm, La, and Tb in PCOS cases compared to controls, along with reduced antioxidants and redox imbalance favoring oxidation. PCOS cases exhibited significant correlations between elevated Pr and La levels and increased MDA (p < 0.05). Pr was negatively correlated with reduced antioxidant markers; GSH, and SOD (p < 0.05). Higher La levels showed a negative correlation with GSH (p < 0.05), and elevated Tb levels were negatively correlated with SOD at p < 0.05. These findings suggest that metal toxicity caused by oxidative stress plays a role in PCOS, emphasizing heavy metal exposure as a potential contributor and key factor in the disease’s etiology.
While the risks of heavy metals in PCOS are well-known, the effects of REEs remain largely unstudied. 21 The increasing use of REEs in industries has raised concerns about human exposure through workplaces, the environment, and food. 22 Their health impact is debated, with some studies linking REEs to harmful effects and others finding no clear association.23–27 In Chinese populations, REEs have been associated with a higher risk of hypertension and fetal neural tube defects(NTDs).24,25 Exposure to REEs has also been associated with a heightened risk of gestational diabetes mellitus (GDM), raising concerns about potential maternal health effects. 16 However, research on the relationship between REEs and PCOS is limited, and their exact role remains unclear. Rare earth elements like Pr, Sm, La, and Tb, though less studied, are becoming increasingly significant. Pr is used in aircraft alloys and magnets, while Sm plays a key role in high-strength magnets for aerospace and automotive industries. 28 La is found in catalysts and optical lenses, and Tb is essential for solid-state devices and lighting displays.12,29 Though considered low in toxicity, their potential effects on reproductive health are unclear, necessitating further investigation. Despite their industrial applications, long-term REE exposure may pose health risks. A literature review highlights a lack of data on REE reproductive toxicity. Some animal studies suggest toxicity. Zebrafish exposed to La and Yb showed delayed development and lower survival and hatching rates. 30 Higher serum La levels were linked to a 30% increase in pregnancy failure among women undergoing in-vitro fertilization. 31 Additionally, Trifuoggi et al., 2017 found that REE chlorides reduced fertilization success and harmed offspring in sea urchins, showing species-dependent cytotoxicity. 32 Given these findings, more research is needed to understand the reproductive risks of REE exposure.
Building on previous research on heavy metals in PCOS, this study explores the impact of REEs. This study demonstrates significantly elevated serum levels of Pr, Sm, La, and Tb in PCOS cases compared to healthy controls, suggesting a potential association between REE exposure and increased PCOS risk. This observation is consistent with earlier studies that associate toxic metal exposure with PCOS susceptibility. Liang et al., 2022 reported a strong connection between exposure to arsenic (As) and lead (Pb) and an increase risk of PCOS. 33 Similarly, Wang et al., 2025 found that elevated levels of cadmium (Cd), mercury (Hg), barium (Ba), and arsenic (As) were linked to a greater likelihood of developing PCOS. 34 Moreover, Zhang et al., 2022 documented significantly higher serum metal concentrations in PCOS patients compared to controls. 35 These findings, along with accumulating evidence, underscore the possibility that REEs play a crucial role in PCOS pathogenesis. Elevated REE levels in women with PCOS may result from a combination of environmental exposure, bioaccumulation, and metabolic alterations. Pr accumulation could result from prolonged exposure to modern technologies. 36 Sm, which is widely used in magnets and catalysts, may accumulate through frequent contact with consumer electronics. 36 La showed increased levels in PCOS patients, possibly due to household exposure and its known tendency to bioaccumulate. This accumulation may be exacerbated by metabolic disruptions such as insulin resistance.21,37 Although Tb exposure is lower than that of other REEs, its increasing use in display screens and lighting devices may contribute to higher serum levels, especially in individuals with impaired detoxification mechanisms. 38 REEs can accumulate in human organs over time. In individuals with PCOS, metabolic dysfunctions may impair the body’s ability to eliminate these elements, thereby increasing their toxic burden. This highlights the role of environmental pollutants as potential contributors to PCOS pathogenesis.
REEs exert toxicity through several mechanisms. One key pathway involves disrupting cellular ion homeostasis by displacing essential metals such as calcium, magnesium, and zinc. This disruption impairs enzymatic processes, cellular signaling, and protein function. 39 REEs may act as endocrine disruptors by interfering with hormone receptors or altering hormone synthesis and metabolism. These disruptions can affect thyroid, estrogen, or androgen pathways, potentially leading to hormonal imbalances. 35 REEs toxicity may also involve direct disruption of cellular processes and endocrine functions, amplifying their harmful effects on health. Exploring further the role of Pr, Sm, La, and Tb in PCOS patients, this study investigates the association of these metals with oxidative damage to establish a potential causal link. Could REE exposure be the hidden trigger behind the OS driving PCOS? This report suggests that REE exposure may contribute to oxidative stress and play a key role in PCOS pathophysiology. Infertility is a key feature of PCOS and results from multiple disruptions in reproductive function, with oxidative stress playing a key role.40–44 At the molecular level, REEs can disrupt mitochondrial function, leading to an imbalance in the production of ROS. Normally, a balance between ROS and antioxidants maintains cellular stability. However, in PCOS, this balance is disturbed due to increased ROS or decreased antioxidant activity, causing oxidative damage in the ovaries. The precise causes of ROS production in PCOS remain unclear, though several contributing factors have been identified. One major process is lipid peroxidation (LPO), in which free radicals target lipids, particularly polyunsaturated fatty acids (PUFAs), leading to oxidative damage, especially in cell membranes. 45 This results in the accumulation of LPO byproducts such as MDA. Elevated MDA levels can impair granulosa cell function and hinder follicle maturation. They can also interfere with ovulation by disrupting cumulus expansion, reducing progesterone secretion, and altering the expression of key preovulatory genes. 45 Oxidative damage to the endometrium may impair embryo implantation and reduce fertility. 46 A balanced interaction between SOD and ROS is crucial for maintaining ovarian health. While elevated SOD activity helps protect against oxidative stress, reduced SOD levels can promote cell death and regression of the corpus luteum.19,22
In this study, elevated Pr, Sm, La, and Tb levels were significantly correlated with OS markers. Specifically, higher Pr and La levels were strongly associated with increased MDA levels. Regarding antioxidant status, Pr negatively correlated with reduced antioxidant markers GSH and SOD, while higher La levels were negatively associated with GSH. Additionally, elevated Tb levels were negatively correlated with SOD. The reduced antioxidant enzyme activity and elevated OS markers observed in PCOS patients here are consistent with other studies.21,22 A similar reductions in SOD and increased MDA in PCOS was reported by Srnovršnik et al., 2023 and Kirmizi et al., 2020.21,47 Thus, OS has emerged as a critical mechanism linking both heavy metal and REE exposure, highlighting oxidative stress as a major contributor to metal toxicity in these cases. The findings of this study have significant clinical and public health implications. Clinically, the identification of elevated levels of studied REEs in PCOS patients highlights the potential for using oxidative stress markers as diagnostic tools for early detection of the disorder. Screening for elevated levels of these elements in individuals with PCOS could help identify those at higher risk for oxidative damage. Moreover, integrating REE biomonitoring with other known environmental pollutants and heavy metals could provide a more comprehensive risk profile for patients. Early identification of high exposure levels could lead to targeted interventions to mitigate their effects, ultimately improving patient outcomes. Therapeutic interventions for REE toxicity may include antioxidants (e.g., vitamins C and E, NAC) to reduce oxidative stress and metal chelators (e.g., EDTA, DMSA) to enhance excretion of REEs. Further research is needed to assess the effectiveness of these approaches in managing REE toxicity. By integrating environmental health considerations into reproductive medicine, these insights could lead to more effective prevention and treatment strategies for this widespread endocrine disorder. Public health-wise, these results emphasize the need for environmental monitoring and regulation of REE exposure, especially in regions with high industrial activity. Public awareness campaigns and lifestyle interventions, such as promoting antioxidant-rich diets, could help reduce REE exposure and mitigate the risk of PCOS. This study was designed to investigate associations between REEs and oxidative stress in individuals with PCOS, but causal relationships cannot be established from this type of observational study. Future research, including longitudinal studies or experimental designs, is needed to explore the potential causal role of REEs in the pathophysiology of PCOS.
Conclusion
This study strongly supports the hypothesis that heavy metal toxicity contributes to OS in PCOS. It emphasizes the role of Pr, Sm, La, and Tb, whose elevated levels correlate with increased oxidative stress markers (MDA) and reduced antioxidants (GSH and SOD). Future research should include longitudinal studies to establish causality and explore the molecular mechanisms by which REEs may disrupt ovarian function.
Strengths and limitations of the study
This study is among the first to explore the role of REEs in OS in PCOS, offering new insights into the impact of environmental toxins. It comprehensively analyzes REEs (Pr, Sm, La, Tb) and their correlation with oxidative stress markers. However, the study has some limitations. A key limitation of this study is the lack of assessment of environmental and lifestyle confounders, including diet, air pollution, and occupational or e-waste exposure, which may significantly influence oxidative stress and REE accumulation. These unmeasured exposures could potentially impact the observed associations between REE levels and oxidative stress markers in women with PCOS. Additionally, participants did not report any known exposure to REEs through occupational sources, such as working in industrial areas, or through the use of specific cosmetics that may contain REEs. . The absence of data on participants’ environmental and lifestyle factors limits the study’s ability to account for these potential influencing factors fully. Further research must incorporate environmental exposure data to accurately determine its influence on oxidative stress and PCOS outcomes.
Footnotes
Acknowledgments
The author expresses gratitude for the funds received from the Research Institute/Center Supporting Program (RICSP-25-3), King Saud University, Riyadh, Saudi Arabia and also would like to thank Mrs. Hajera Tabassum for her contribution to the study.
Ethical statement
Author Contributions
Conceptualization, methodology, formal analysis, writing and reviewing manuscript; MAD.
Funding
This project was funded by the Research Institute/Center Supporting Program (RICSP-25-3), King Saud University, Riyadh, Saudi Arabia.
Declaration of conflicting interests
The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Data Availability Statement
The datasets generated and analyzed during this study are available upon reasonable request from the corresponding author.
