Evidence map›Paper›PMID 42191873›Full record

Observational studyInternational journal of obesity (2005)2026

Unmasking the role of hypertension in atherosclerosis among patients with obesity: a cardiometabolic dysfunction perspective.

Sergio A González, Renzo Melchiori, Federico Piñero, Máximo Schiavone, Maria N Brenzoni, Guido M García, Pamela A Alarcón, Fabián Ferroni, Sergio Baratta, Carlos E Castellaro

Registry-linked trialAbstract readObservational Study
PubMed Publisher
In one paragraph

Observational study in International journal of obesity (2005), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04040777 (Cardiometabolic Risk Factors Registry), which is not on this map. Not yet cited in PubMed.

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

NCT04040777 recruitingnot on this map

Cardiometabolic Risk Factors Registry

Typeobservational_patient_registrySponsorAustral University, ArgentinaRan2015 to 2030Enrolled25,000ConditionsAtherosclerosis, Metabolic Syndrome, Diabetes, Cardiovascular Risk Factor
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Sergio A GonzálezCardiometabolic Unit, Cardiology Department, Hospital Universitario Austral, Pilar, Argentina. sagonzal@cas.austral.edu.ar.ORCID http://orcid.org/0009-0003-3089-2863
Renzo MelchioriCardiometabolic Unit, Cardiology Department, Hospital Universitario Austral, Pilar, Argentina.ORCID http://orcid.org/0009-0001-9333-4784
Federico PiñeroLiver Transplant Unit, Hepatology Department, Hospital Universitario Austral, Pilar, Argentina.
Máximo SchiavoneBariatric and Metabolic Surgery Department, Hospital Universitario Austral, Pilar, Argentina.ORCID http://orcid.org/0000-0002-9452-1928
Maria N BrenzoniCardiometabolic Unit, Cardiology Department, Hospital Universitario Austral, Pilar, Argentina.
Guido M GarcíaCardiometabolic Unit, Cardiology Department, Hospital Universitario Austral, Pilar, Argentina.
Pamela A AlarcónCardiometabolic Unit, Cardiology Department, Hospital Universitario Austral, Pilar, Argentina.
Fabián FerroniCardiometabolic Unit, Cardiology Department, Hospital Universitario Austral, Pilar, Argentina.
Sergio BarattaCardiology Department, Hospital Universitario Austral, Pilar, Argentina.ORCID http://orcid.org/0000-0002-8409-0757
Carlos E CastellaroCardiometabolic Unit, Cardiology Department, Hospital Universitario Austral, Pilar, Argentina.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND/

objectivesVascular alterations in obesity may arise primarily from associated metabolic and inflammatory disturbances rather than from excess adiposity per se. This study evaluated the relative strength of association of individual BioSHaRE-EU Healthy Obese Project-defined cardiometabolic abnormalities and low-grade inflammation with carotid-iliofemoral subclinical atherosclerosis in adults with obesity. SUBJECTS/

methodsIn this cross-sectional analysis from the CARFARE registry (NCT04040777), asymptomatic adults with obesity (BMI ≥ 30 kg/m²) underwent standardized clinical evaluation and carotid-iliofemoral ultrasonography. Atherosclerosis was defined by the presence of ≥1 plaque according to Mannheim criteria. Metabolic status was classified as metabolically healthy or unhealthy obesity, with individual evaluation of hypertension, elevated fasting glucose, hypertriglyceridemia, and low HDL cholesterol. Inflammation was estimated through absolute neutrophil count. Associations were assessed using multivariable logistic regression adjusted for established cardiovascular risk factors. Sensitivity analyses included parsimonious models focused on hypertension and cardiovascular risk factors, and restriction of assessment to Mannheim-defined carotid territories.

resultsAmong 2033 participants, overall atherosclerosis prevalence was 56.5% (95% CI 54.3-58.7%), higher in metabolically unhealthy than healthy obesity (64.5% vs. 35.5%, p < 0.0001). In multivariable analysis, hypertension (OR 1.88, 95% CI 1.44-2.44, p < 0.0001) and low HDL cholesterol (OR 1.33, 95% CI 1.04-1.69, p = 0.0225) were independently associated with subclinical atherosclerosis, along with age, male sex, and smoking. In the parsimonious clinically oriented model, hypertension remained independently associated with subclinical atherosclerosis (adjusted OR 1.97, 95% CI 1.52-2.53; p < 0.001), with effect estimates comparable to the primary analysis. The magnitude and direction of the association were consistent across primary, parsimonious, and Mannheim-restricted analyses.

conclusionsIn individuals with obesity, hypertension showed the largest effect estimate for association with subclinical atherosclerosis among evaluated cardiometabolic abnormalities and low-grade inflammation. These findings suggest that blood pressure elevation may represent a clinically informative indicator of vascular vulnerability in obesity, without implying a causal relationship. Graphical Abstract.

Indexed as

AtherosclerosisHypertensionObesityAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrevalenceRisk Factors

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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.