Evidence map›Paper›PMID 41121649›Full record

ArticleMicrobiologyOpen2025

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

Ahmed Basim Mohamed Alamer, Majid Komijani, Shahnaz Shahrjerdi

Abstract read
In one paragraph

Article in MicrobiologyOpen, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Ahmed Basim Mohamed AlamerDepartment of Biology, Faculty of Science, Arak University, Arak, Iran.
Majid KomijaniDepartment of Biology, Faculty of Science, Arak University, Arak, Iran.
Shahnaz ShahrjerdiDepartment of Physiology and Sports Pathology, Faculty of Sport Sciences, Arak University, Arak, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Gastrointestinal MicrobiomeMetals, HeavyObesityAdultBacteriaBiomarkersDNA, BacterialDNA, RibosomalFecesFemaleHumansMaleMass SpectrometryMiddle AgedPhylogenyRNA, Ribosomal, 16SBiomarkersDNA, BacterialDNA, RibosomalMetals, HeavyRNA, Ribosomal, 16Sgut microbiomeheavy metalsobesity

Identifiers

PMID41121649
PMCPMC12540913

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.