Evidence map›Paper›PMID 42310388›Full record

ArticleInternational journal of obesity (2005)2026

Cardiovascular disease and metabolic dysfunction-associated steatotic liver disease incidence in metabolically healthy and unhealthy normal weight obesity.

Parker R Johnson, Bryant H Keirns, Gracie E Meade, Parker A Huizinga, Aiden Y Kim, Riju Sigdel, Cameron J Cardona, McKale R Montgomery, Sam R Emerson, Winyoo Chowanadisai

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Article 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. 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. 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.

Parker R JohnsonDepartment of Nutritional Sciences, Oklahoma State University, Stillwater, OK, USA.
Bryant H KeirnsDepartment of Nutritional Sciences, Oklahoma State University, Stillwater, OK, USA.
Gracie E MeadeDepartment of Nutritional Sciences, Oklahoma State University, Stillwater, OK, USA.
Parker A HuizingaDepartment of Nutritional Sciences, Oklahoma State University, Stillwater, OK, USA.
Aiden Y KimDepartment of Nutritional Sciences, Oklahoma State University, Stillwater, OK, USA.
Riju SigdelDepartment of Nutritional Sciences, Oklahoma State University, Stillwater, OK, USA.
Cameron J CardonaDepartment of Nutritional Sciences, Oklahoma State University, Stillwater, OK, USA.
McKale R MontgomeryDepartment of Nutritional Sciences, Oklahoma State University, Stillwater, OK, USA.
Sam R Emerson *Department of Nutritional Sciences, Oklahoma State University, Stillwater, OK, USA. sam.emerson@okstate.edu.
Winyoo Chowanadisai *Department of Nutritional Sciences, Oklahoma State University, Stillwater, OK, USA. winyoo.chowanadisai@okstate.edu.ORCID http://orcid.org/0000-0003-2396-9925

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNormal weight obesity (NWO) is characterized by a normal body mass index (BMI) and elevated body fat. Heterogeneous risk has been observed in people with obesity (BMI > 30) when considering metabolic risk factors (MRFs) such as high C-reactive protein, low-density lipoprotein, blood pressure, hemoglobin A1C, triglycerides, and low high-density lipoprotein.

objectivesWe assessed heterogeneity between metabolically healthy (MH) and metabolically unhealthy (MU) subjects with NWO in relation to (1) incident cardiovascular disease (CVD) and metabolic dysfunction-associated steatotic liver disease (MASLD) along with (2) changes in heart physiology, liver function (assessed with imaging), and cardiometabolic/liver serum biomarkers.

methodsIn total, 121,586 subjects were classified into the following experimental groups: a healthy normal weight lean reference group ( ≤ 2 MRFs), MH-NWO ( ≤ 2 MRFs), MU-NWO ( > 2 MRFs), and people with overweight/obesity (OW/O) were classified as MH-OW/O ( ≤ 2 MRFs) or MU-OW/O ( > 2 MRFs). Primary outcomes were incident CVD and MASLD analyzed using Firth logistic regression and displayed via odds ratios (OR) and 95%-confidence intervals (95%-CI). Secondary outcomes were cross-sectional cardiac/liver imaging, serum liver enzyme, and lipid biomarkers analyzed using quantile regression. Results were deemed significant at false discovery rate (FDR) < 0.05.

resultsMU-NWO had higher odds of ischemic heart disease (OR 1.68, 95%-CI 1.36-2.05, FDR = 0.000007), myocardial infarction (OR 1.72, 95%-CI 1.38-2.11, FDR = 0.000007), all-cause mortality (OR 1.29, 95%-CI 1.05-1.56, FDR = 0.02), and CVD death (I0-I99); (OR 1.86, 95%-CI 1.27-2.64, FDR = 0.0036) while MH-NWO saw no significant differences. Among female subjects, both MH-NWO (OR 1.37, 95%-CI 1.04-1.78, FDR = 0.03) and MU-NWO (OR 1.78, 95%-CI 1.05-2.83, FDR = 0.03) had increased odds of MASLD. Biochemical and imaging data were consistent with enhanced CVD and MASLD risk.

conclusionMRFs may modulate CVD and MASLD risk in NWO.

Indexed as

Cardiovascular DiseasesFatty LiverNon-alcoholic Fatty Liver DiseaseObesityAdultBiomarkersBody Mass IndexFemaleHumansIncidenceMaleMiddle AgedRisk FactorsBiomarkers

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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.