Evidence map›Paper›PMID 34980540›Full record

ArticleClinical breast cancer2022

Metabolic Syndrome and Risk of Breast Cancer by Molecular Subtype: Analysis of the MEND Study.

Tomi Akinyemiju, Taofik Oyekunle, Omolola Salako, Anjali Gupta, Olusegun Alatise, Gabriel Ogun, Adewale Adeniyi, April Deveaux, Allison Hall, Omobolaji Ayandipo and 13 more

Registry-linked trialAbstract read
In one paragraph

Article in Clinical breast cancer, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07484776 (Metabolic Flexibility in Patients With Early Triple-negative Breast Cancer and the Possible Effect of a Physical Exercise Intervention), which is not on this map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–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.

NCT07484776 naactive not recruitingnot on this mapstarted 2026, after this paper: background citation

Metabolic Flexibility in Patients With Early Triple-negative Breast Cancer and the Possible Effect of a Physical Exercise Intervention

TypeinterventionalSponsorUniversidad Europea de MadridRan2026 to 2028Enrolled40ConditionsTriple-Negative Breast Cancer (TNBC)ArmsCardiovascular training at maximal fat oxidation (FATmax), Cardiovascular training at maximal aerobic power (MAP), Resistance training
3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
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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

23 authors.

Tomi AkinyemijuDepartment of Population Health Sciences, School of Medicine, Duke University, Durham, NC; Duke Cancer Institute, School of Medicine, Duke University, Durham, NC; Duke Global Health Institute, Duke University, Durham, NC. Electronic address: tomi.akinyemiju@duke.edu.
Taofik OyekunleDepartment of Population Health Sciences, School of Medicine, Duke University, Durham, NC.
Omolola SalakoCollege of Medicine and Lagos University Teaching Hospital, University of Lagos, Lagos, Nigeria.
Anjali GuptaDepartment of Population Health Sciences, School of Medicine, Duke University, Durham, NC.
Olusegun AlatiseObafemi Awolowo University Teaching Hospital, Ile-Ife, Osun State, Nigeria.
Gabriel OgunUnversity College Hospital, University of Ibadan, Ibadan, Oyo State, Nigeria.
Adewale AdeniyiFederal Medical Center, Abeokuta, Ogun State, Nigeria.
April DeveauxDepartment of Population Health Sciences, School of Medicine, Duke University, Durham, NC.
Allison HallDepartment of Pathology, School of Medicine, Duke University, Durham, NC.
Omobolaji AyandipoUnversity College Hospital, University of Ibadan, Ibadan, Oyo State, Nigeria.
Thomas OlajideCollege of Medicine and Lagos University Teaching Hospital, University of Lagos, Lagos, Nigeria.
Olalekan OlasehindeObafemi Awolowo University Teaching Hospital, Ile-Ife, Osun State, Nigeria.
Olukayode ArowoloObafemi Awolowo University Teaching Hospital, Ile-Ife, Osun State, Nigeria.
Adewale AdisaObafemi Awolowo University Teaching Hospital, Ile-Ife, Osun State, Nigeria.
Oludolapo AfuwapeUnversity College Hospital, University of Ibadan, Ibadan, Oyo State, Nigeria.
Aralola OlusanyaUnversity College Hospital, University of Ibadan, Ibadan, Oyo State, Nigeria.
Aderemi AdegokeOur Lady of Apostle Catholic Hospital, Ibadan, Oyo State, Nigeria.
Trygve O TollefsbolUniversity of Alabama at Birmingham, Birmingham, AL.
Donna ArnettCollege of Public Health, University of Kentucky, Lexington, KY.
Michael J MuehlbauerDuke Molecular Physiology Institute, School of Medicine, Duke University, Durham, NC.
Christopher B NewgardDuke Molecular Physiology Institute, School of Medicine, Duke University, Durham, NC.
H3 Africa Kidney Research NetworkUniversity of Kansas Medical Center, Kansas City, KS.
Adetola DaramolaCollege of Medicine and Lagos University Teaching Hospital, University of Lagos, Lagos, Nigeria; University of Kansas Medical Center, Kansas City, KS.

Funding

Pilot & Feasibility ProgramP30DK124723 · NIDDK · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI P Darrell Neufer · 2020 to 2026
$11.0M
Metabolic Syndrome and Epigenetic Markers of Breast Cancer in Nigerian WomenK01TW010271 · FIC · UNIVERSITY OF KENTUCKY · PI AKINYEMIJU, TOMI F · 2016 to 2020
$676k
FIC NIH HHS K01 TW010271NIDDK NIH HHS P30 DK124723Wellcome Trust
6 · The paper itself

Abstract

backgroundMetabolic syndrome (MetS) is characterized by a cluster of biological irregularities. The purpose of this analysis was to examine the association of MetS with BC among Nigerian women, and for the first time evaluate this association by molecular subtype. MATERIALS AND

methodsMetS was defined as having at least 3 out of 5 of: high blood pressure (≥ 130/85 mm Hg), reduced HDL (< 50 mg/dL), elevated triglyceride (> 150 mg/dL), high waist circumference (≥ 80 cm), and prior diagnosis of diabetes or elevated fasting glucose level (≥ 100 mg/dL). Among 296 newly diagnosed BC cases and 259 healthy controls, multivariable logistic regression models were utilized to estimate adjusted odds ratios (aOR) and 95% confidence intervals (95% CI) for the association between MetS and BC overall. Multinomial logistic regression models were used to evaluate each molecular subtype (Luminal A, Luminal B, HER2-enriched and triple-negative or TNBC).

resultsAfter adjusting for age, socio-demographic and reproductive risk factors, there was a positive association between MetS and BC (aOR: 1.84, 95% CI: 1.07, 3.16). In stratified analyses, MetS was associated with BC regardless of BMI status; however, the estimate was significant only among normal weight women (aOR: 3.85; 95% CI: 1.25, 11.90). MetS was significantly associated with TNBC subtype (aOR: 4.37, 95% CI: 1.67, 11.44); associations for other molecular subtypes were not statistically significant.

conclusionMetS appears to be a robust risk factor for BC, particularly for TNBC. Public health and clinical interventions can provide substantial benefits in reducing the burden of MetS and preventing BC among Nigerian women.

Indexed as

Breast NeoplasmsMetabolic SyndromeTriple Negative Breast NeoplasmsFemaleHumansOdds RatioRisk FactorsWaist CircumferenceCholesterolDiabetesHypertensionNigeriaTriple-negative breast cancer

Identifiers

PMID34980540
PMCPMC9641637

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Registered trials

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.