Evidence map›Paper›PMID 41491071›Full record

ArticleJournal of obesity & metabolic syndrome2026

Metabolic Phenotypes and the Risk of Cancer Occurrence: A Prospective Cohort Study with 18-Year Follow-up.

Mahdieh Golzarand, Nazanin Moslehi, Farhad Hosseinpanah, Parvin Mirmiran, Fereidoun Azizi

Abstract read
In one paragraph

Article in Journal of obesity & metabolic syndrome, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Metabolic Health Matters More than Weight in Cancer Prevention.Journal of obesity & metabolic syndrome · 2026
    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

5 authors.

Mahdieh GolzarandNutrition and Endocrine Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.ORCID https://orcid.org/0000-0003-2651-9276
Nazanin MoslehiNutrition and Endocrine Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.ORCID https://orcid.org/0000-0001-8441-5200
Farhad HosseinpanahObesity Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Parvin MirmiranNutrition and Endocrine Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Fereidoun AziziEndocrine Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Current evidence concerning a link between metabolic phenotypes and their dynamic changes over time and the risk of cancer is limited. The present study aimed to assess the association between different metabolic health statuses and the risk of cancer occurrence among adult individuals. Methods: This prospective cohort study enrolled 11,445 adults aged ≥18 years from the Tehran Lipid and Glucose Study and followed them for 18 years. We identified metabolic phenotypes based on the Joint Interim Statement. Accordingly, participants were divided into four groups: metabolically healthy normal weight/overweight (MHNW/OW), metabolically unhealthy normal weight/overweight (MUNW)/OW, metabolically healthy obesity (MHO), and metabolically unhealthy obesity (MUO). Cox proportional hazards modeling was performed to assess the association between metabolic phenotype and the risk of cancer occurrence. Results: The multivariable adjusted hazard ratio (HR) (95% confidence interval [CI]) for cancer risk in participants with the MUNW/OW phenotype was 1.37 (95% CI, 1.04 to 1.82) and that in those with the MUO phenotype was 1.84 (95% CI, 1.21 to 2.79) when compared to those with the MHNW/OW phenotype, respectively. More particularly, the risk of breast cancer was higher in women with the MHO phenotype (HR, 3.60; 95% CI, 1.34 to 9.60) as well as those with the MUO phenotype (HR, 4.69; 95% CI, 1.96 to 11.20) relative to those with the MHNW/OW phenotype. Ultimately, however, we found no relationship between phenotype transition and the risk of cancer occurrence. Conclusion: Based on our findings, metabolically unhealthy phenotypes may be associated with a higher overall incidence of cancer. In addition, obesity, independent of metabolic status, was linked to an increased risk of breast cancer incidence. No association between the transition from a metabolically healthy to unhealthy phenotype and cancer risk was established.

Indexed as

Metabolically healthy obesityMetabolically unhealthy normal weightMetabolic phenotype unhealthy phenotypeNeoplasms

Identifiers

PMID41491071
PMCPMC13158028

What OpenQuestion holds

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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.