# Heavy Metals, Gut Microbiota, and Biochemical Markers: Unraveling the Complexities of Obesity

**Authors:** Ahmed Basim Mohamed Alamer, Majid Komijani, Shahnaz Shahrjerdi

PMC · DOI: 10.1002/mbo3.70071 · MicrobiologyOpen · 2025-10-21

## TL;DR

This study finds that obese individuals excrete more heavy metals and have gut microbiome changes linked to worse metabolic health.

## Contribution

The study reveals novel correlations between heavy metal excretion, gut microbiome shifts, and metabolic markers in obesity.

## Key findings

- Obese individuals showed elevated levels of heavy metals like Cd, Zn, Fe, and Mn in stool.
- Bifidobacteriaceae abundance negatively correlated with cadmium and fasting blood glucose.
- Gut microbiome beta diversity differed significantly between obese and healthy groups.

## Abstract

Obesity is a global public health threat. This study investigated relationships between heavy metal exposure, gut microbiome composition, and obesity by comparing obese individuals and healthy controls. Heavy metal levels in stool were assessed via ICP‐MS, microbiome profiling via 16S rRNA sequencing, and biochemical parameters from blood. Key results showed obese individuals had significantly elevated FBS, cholesterol, triglycerides, LDL, VLDL, liver enzymes, and lymphocytes (p < 0.05). ICP‐MS revealed higher stool concentrations of Cd, Zn, Fe, Mn, and P, and lower levels of Ba, V, W, Ti, Ge, Nd, and S in obese subjects (p < 0.05). Although Bifidobacteriaceae, Ruminococcaceae, and Coriobacteriaceae were abundant across all groups with no significant difference in abundance (p > 0.05) or alpha diversity (p = 0.3), beta diversity revealed significant phylogenetic differences between controls and obese/lean groups (p < 0.0001). Specific correlations were identified: Bifidobacteriaceae abundance negatively correlated with cadmium (r = −0.6629, p = 0.0051) and fasting blood glucose (r = −0.61, p = 0.021). BMI positively correlated with Bacteroides abundance (r = 0.5851, p = 0.0190) and negatively with HDL (r = −0.68, p = 0.007). Iron negatively correlated with total cholesterol (r = −0.62, p = 0.019). Coriobacteriaceae abundance positively correlated with manganese (r = 0.55, p = 0.040) and ALT (r = 0.56, p = 0.039). Ruminococcaceae negatively correlated with triglyceride and VLDL (r = −0.55, p = 0.041). These findings suggest elevated heavy metal excretion links environmental exposure to obesity. Phylogenetic microbial differences, despite similar abundance, highlight environmental influences on gut microbiota, underscoring the importance of investigating environmental factors in metabolic health.

Elevated excretion of heavy metals in obese individuals is correlated with specific gut microbiome shifts and worsened metabolic health, suggesting environmental toxins may contribute to obesity by altering gut ecology.

## Linked entities

- **Chemicals:** Cd (PubChem CID 23973), Zn (PubChem CID 23994), Fe (PubChem CID 23925), Mn (PubChem CID 23930), P (PubChem CID 139579), Ba (PubChem CID 243), V (PubChem CID 23990), W (PubChem CID 23964), Ti (PubChem CID 23963), Ge (PubChem CID 6326954), Nd (PubChem CID 23934), S (PubChem CID 3015009)
- **Diseases:** obesity (MONDO:0011122)

## Full-text entities

- **Diseases:** Obesity (MESH:D009765)
- **Chemicals:** P (MESH:D010758), S (MESH:D013455), Nd (MESH:D009354), Heavy metal (MESH:D019216), W (MESH:D014414), Metals (MESH:D008670), V (MESH:D014639), Mn (MESH:D008345), triglyceride (MESH:D014280), Ge (MESH:D005857), glucose (MESH:D005947), cholesterol (MESH:D002784), Zn (MESH:D015032), Cd (MESH:D002104), Ba (MESH:D001464), Fe (MESH:D007501), Ti (MESH:D014025)
- **Species:** Bacteroides (genus) [taxon 816], gut metagenome (species) [taxon 749906]

## Full text

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## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12540913/full.md

## References

50 references — full list in the complete paper: https://tomesphere.com/paper/PMC12540913/full.md

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Source: https://tomesphere.com/paper/PMC12540913