Skip to main navigation Skip to search Skip to main content

Sarcopenic Obesity Phenotype Index (SOPi): A Population-Based Study

  • Elizabeth Benz
  • , Alexandre Pinel
  • , Christelle Guillet
  • , Frederic Capel
  • , Bruno Pereira
  • , Dimitris Rizopoulos
  • , Alfonso J. Cruz-Jentoft
  • , Doris Eglseer
  • , Eva Topinkova
  • , Rocco Barazzoni
  • , Lorenzo M. Donini
  • , Fernando Rivadeneira
  • , Marinka Steur
  • , Trudy Voortman
  • , Peter J. M. Weijs
  • , Josje D. Schoufour
  • , Yves Boirie

Research output: Contribution to journalArticleAcademicpeer-review

44 Downloads (Pure)

Abstract

BACKGROUND: Sarcopenic obesity (SO) is a clinical condition defined by the coexistence of high body fat mass and low muscle function and mass, which increases the risk of adverse health outcomes, including disability and mortality. Early detection and frequent monitoring of SO are essential for preventive interventions and management strategies. The current binary approach for SO diagnosis is limited in capturing the spectrum of SO or its progression over time. The main objective of this study was to develop a continuous SOPi that integrates diagnostic criteria such as muscle function and body composition. We aimed to evaluate the association between SOPi and all-cause mortality, to identify baseline-related factors with SOPi and to assess changes in the SOPi over time.

METHODS: Participants from the Rotterdam Study with baseline and follow-up measures of handgrip strength (HGS), dual-energy X-ray absorptiometry-measured appendicular lean mass index (ALM/kg) and body fat percentage (BF%) were included. SOPi was calculated as a sex-specific equation integrating z-scores (Z) of (BF%)-(HGS)-(ALM/kg). Cox regression and multivariable linear regression models were fitted to evaluate mortality risk and associated factors with SOPi, respectively. Subgroup analysis of SOPi changes was performed by linear mixed-effects models.

RESULTS: In the total population (n = 5888, age 69.5 ± 9.1 years, BMI 27.5 ± 4.3 kg/m2, 56.8% females) and over the 9.9-year median follow-up period, 1538 (26.1%) participants died. Each standard deviation (SD) increase in sex-specific SOPi was associated with a 10% higher risk of premature death (HR = 1.10 [95%CI: 1.07; 1.13]). Thirteen factors were associated with high SOPi, such as reduced physical activity, higher triglyceride-glucose index, HOMA-IR, systemic inflammation, osteopenia, hypertension, liver steatosis, asthma, coronary heart disease, oral corticosteroid use, lower protein intake, lower quality of life and lower educational status. In participants with obesity, lower physical activity and/or insulin resistance (n = 1682), a significantly higher and faster increase in SOPi was observed compared to participants without these factors (males: β = 2.63 [95%CI: 2.22; 3.03]; females: β = 2.90 [95%CI: 2.58; 3.23]).

CONCLUSION: SOPi is a significant predictor of premature death and can identify associated factors, particularly useful among persons at risk of SO. SOPi is higher and increases faster in individuals with specific phenotypes. SOPi integrates prognosis information, which could be used as a risk indicator and for prevention of SO.

Original languageEnglish
Article numbere70099
Number of pages12
JournalJournal of Cachexia, Sarcopenia and Muscle
Volume16
Issue number5
DOIs
Publication statusPublished - Oct 2025

Funding

The SO-NUTS project is funded by JPI HDHL PREPHOBES. The funding agencies supporting this work are the Netherlands Organization for Health Research and Development (ZonMw), French National Research Agency (ANR), Federal Ministry of Education, Science and Research represented by the Austrian Research Promotion Agency (BMBWF represented by FFG), Spanish State Research Agency (AEI: PCI2020-120683-2) and Ministry of Education, Youth and Sports Department of Research and Development Czech Republic (MSMT CR). This project has received funding from the European Union's Horizon 2020 research and innovation programme under the ERA-NET HDHL INTIMIC, Cofund action No. 727565. The Rotterdam Study is funded by Erasmus Medical Center and Erasmus University, Rotterdam, Netherlands Organization for the Health Research and Development (ZonMw), the Research Institute for Diseases in the Elderly (RIDE), the Ministry of Education, Culture and Science, the Ministry for Health, Welfare and Sports, the European Commission (DG XII) and the Municipality of Rotterdam. The authors are grateful to the study participants, the staff from the Rotterdam Study and the participating general practitioners and pharmacists.

FundersFunder number
Agence Nationale de la Recherche
Erasmus Universiteit Rotterdam
Rotterdam Study
Bundesministerium für Bildung, Wissenschaft und Forschung
Research Institute for Diseases in the Elderly
Österreichische Forschungsförderungsgesellschaft
Erasmus MC
European Commission
Ministerie van Volksgezondheid, Welzijn en Sport
Ministry of Education, Youth and Sports Department of Research and Development Czech Republic
ZonMw
Ministerstvo Školství, Mládeže a Tělovýchovy
Ministerie van Onderwijs, Cultuur en Wetenschap
Agencia Estatal de InvestigaciónPCI2020‐120683‐2
Horizon 2020 Framework Programme727565

    Fingerprint

    Dive into the research topics of 'Sarcopenic Obesity Phenotype Index (SOPi): A Population-Based Study'. Together they form a unique fingerprint.

    Cite this