Evidence map›Paper›PMID 39610503›Full record

ReviewJournal of diabetes and metabolic disorders2024

Association of heavy metals and bio-elements blood level with metabolic syndrome: a systematic review and meta-analysis of observational studies.

Motahareh Hasani, Maryam Khazdouz, Sahar Sobhani, Parham Mardi, Shirin Riahi, Fahimeh Agh, Armita Mahdavi-Gorabi, Sahar Mohammadipournami, Fatemeh Gomnam, Mostafa Qorbani

Abstract readReview
In one paragraph

Review in Journal of diabetes and metabolic disorders, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Review
  5. 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

10 authors.

Motahareh HasaniDepartment of Nutrition, School of Public Health, Golestan University of Medical Sciences, Gorgan, Iran.
Maryam KhazdouzAli-Asghar Children's Hospital, Iran University of Medical Sciences, Tehran, Iran.
Sahar SobhaniNon-Communicable Diseases Research Center, Alborz University of Medical Sciences, Karaj, Iran.
Parham MardiNon-Communicable Diseases Research Center, Alborz University of Medical Sciences, Karaj, Iran.
Shirin RiahiEducational Development Center, Alborz University of Medical Sciences, Karaj, Iran.
Fahimeh AghSaveh University of Medical Sciences, Saveh, Iran.
Armita Mahdavi-GorabiMolecular Medicine and Genetics Research Center for Advanced Technologies in Cardiovascular Medicine Tehran Heart Center, Tehran University of Medical Sciences, Tehran, Iran.
Sahar MohammadipournamiStudent Research Committee, Non-Communicable Diseases Research Center, Alborz University of Medical Sciences, Karaj, Iran.
Fatemeh GomnamStudent Research Committee, Non-Communicable Diseases Research Center, Alborz University of Medical Sciences, Karaj, Iran.
Mostafa QorbaniNon-Communicable Diseases Research Center, Alborz University of Medical Sciences, Karaj, Iran.ORCID 0000-0001-9465-7588

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and objectives: The literature has reported heavy metals might alter the physiological and biochemical functions of body organs and cause several health problems. So, the present systematic review and meta-analysis aimed to investigate the association of blood levels of essential or non-essential metals with metabolic syndrome (MetS). Methods: In this systematic review, some international databases including PubMed, Embase, Scopus, and Web of Science were searched up to February 2024. All observational studies which assessed the association of three heavy metals (cadmium, mercury, lead) and bio-elements (chromium, iron, manganese, and magnesium, copper) with the risk of MetS were included. There was no limitation in the time of publication and language. A random-effects meta-analysis was performed to estimate the pooled effect sizes. Possible sources of heterogeneity were explored by meta-regression analysis. Results: Totally, 29 studies were eligible for meta-analysis. Our results showed that increased level of cadmium (pooled OR: 1.24, 95% CI: 1.05, 1.46) and mercury (pooled OR: 1.22, 95% CI: 1.08, 1.38) significantly increased the risk of MetS. In contrast, increased level of chromium significantly reduced the risk of developing MetS (pooled OR: 0.68, 95% CI: 0.56, 0.83). Moreover, association between lead, iron, copper, magnesium, and manganese with MetS was not statistically significant (P > 0.05). However, elevated lead levels in men increased the odds of MetS. Conclusion: Our results show a significant association between blood levels of some heavy metals, including cadmium, mercury, and lead, with increased odds of MetS. On the other hand, chromium as a biometal decreased the odds of MetS. Supplementary Information: The online version contains supplementary material available at 10.1007/s40200-024-01500-9.

Indexed as

CadmiumChromiumElementsHeavy metal poisoningHeavy metalsMercuryMetabolic syndromeTrace elements

Identifiers

PMID39610503
PMCPMC11599521

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.