ArticleFrontiers in endocrinology2021
Relationship of Fat Mass Index and Fat Free Mass Index With Body Mass Index and Association With Function, Cognition and Sarcopenia in Pre-Frail Older Adults.
Article in Frontiers in endocrinology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 84 papers, 2 of them syntheses that pooled it.
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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.
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Who cites it
84 citing papers in PubMed, 2 syntheses or guidelines pooled it, 124 citations in OpenAlex.
- Exploring the correlation between serum fibroblast growth factor-21 levels and Sarcopenia: a systematic review and meta-analysis.BMC musculoskeletal disorders · 2023Pooled it
- Effect of High-Intensity Interval Training vs. Moderate-Intensity Continuous Training on Fat Loss and Cardiorespiratory Fitness in the Young and Middle-Aged a Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2023Pooled it
- Age- and Sex-Specific Percentile Curves for the FM/FFM Ratio Using Data From the Canadian Longitudinal Study on Aging.Journal of cachexia, sarcopenia and muscle · 2026Article
- Bioimpedance: From Body Composition Assessment to Emerging Technologies in Clinical Nutrition.Nutrients · 2026Review
- Retrospective observational analysis of limitations in activities of daily living in a large cohort of patients with clinical obesity.European journal of physical and rehabilitation medicine · 2026Observational
- Screening Performance of Anthropometric Indices and Determination of Optimal Cut-Off Values for Identifying Low Muscle Strength in Hospitalized Geriatric Patients.Journal of clinical medicine · 2026Article
- Prevalence of sarcopenia and population attributable fraction of related factors in Iranian older adults from the IMOS‑2021 study.Scientific reports · 2026Article
- Article
- The association between sarcopenia, sedentary behavior, and the motor cognitive risk syndrome: A Mendelian randomization study.Medicine · 2026Article
- Dual-Energy X-Ray absorptiometry associates total body fat and bone mineral content with elevated blood pressure in adult divers.Scientific reports · 2026Article
- National Reference Values of FFMI and FMI Using Body Composition Chart in Korean Adults.Nutrients · 2026Article
- Development of a sarcopenia identification model for older adults with multimorbidity in Xinjiang communities, Northwest China: a cross-sectional study.BMC geriatrics · 2026Article
- The association between body roundness index and asthma risk in middle-aged and elderly people: a retrospective cohort study based on CHARLS database.BMC pulmonary medicine · 2026Article
- Low BMI predicts mortality in T2DM older adults: cholesterol parameters demonstrate negative mediation.Diabetology & metabolic syndrome · 2026Article
- Association between diabetes and sarcopenia in US adults and the role of adiposity: a survey-weighted analysis of NHANES 2011-2018.BMC public health · 2026Article
- Agreement between bioelectrical impedance analysis and equation-derived estimates of appendicular skeletal muscle in acutely hospitalized multiethnic older patients.Aging clinical and experimental research · 2026Article
- Diagnostic value of geriatric nutritional risk index and phase angle for malnutrition in patients with COPD: a retrospective cohort study.Frontiers in nutrition · 2026Article
- Article
- Nutritional Status, Fat-Free Mass Index, and Functional Dependency in Older Adults: A Cross-Sectional Path Analysis.Clinical interventions in aging · 2026Article
- The relationship between sarcopenia detected in newly diagnosed lung cancer patients and serum levels of IL6, IGF-1 and myostatin.Frontiers in aging · 2026Article
24 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
12 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Body mass index (BMI) is an inadequate marker of obesity, and cannot distinguish between fat mass, fat free mass and distribution of adipose tissue. The purpose of this study was twofold. First, to assess cross-sectional relationship of BMI with fat mass index (FMI), fat free mass index (FFMI) and ratio of fat mass to fat free mass (FM/FFM). Second, to study the association of FMI, FFMI and FM/FFM with physical function including sarcopenia, and cognition in pre-frail older adults. Methods: Cross-sectional study of 191 pre-frail participants ≥ 65 years, 57.1% females. Data was collected on demographics, cognition [Montreal Cognitive Assessment (MoCA)], function, frailty, calf circumference, handgrip strength (HGS), short physical performance battery (SPPB) and gait speed. Body composition was measured using InBody S10. FMI, FFMI and FM/FFM were classified into tertiles (T1, T2, T3) with T1 classified as lowest and T3 highest tertile respectively and stratified by BMI. Results: Higher FFMI and lower FM/FFM in the high BMI group were associated with better functional outcomes. Prevalence of low muscle mass was higher in the normal BMI group. FMI and FM/FFM were significantly higher in females and FFMI in males with significant gender differences except for FFMI in ≥ 80 years old. Small calf circumference was significantly less prevalent in the highest tertile of FMI, FM/FMI and FFMI. Prevalence of sarcopenic obesity and low physical function (HGS, gait speed and SPPB scores) were significantly higher in the highest FMI and FM/FFM tertile. Highest FFMI tertile group had higher physical function, higher MoCA scores, lower prevalence of sarcopenic obesity and sarcopenia, After adjustment, highest tertile of FFMI was associated with lower odds of sarcopenia especially in the high BMI group. Highest tertile of FM/FFM was associated with higher odds of sarcopenia. Higher BMI was associated with lower odds of sarcopenia. Conclusion: FFMI and FM/FFM may be a better predictor of functional outcomes in pre-frail older adults than BMI. Cut-off values for healthy BMI values and role of calf circumference as a screening tool for sarcopenia need to be validated in larger population. Health promotion intervention should focus on FFMI increment.
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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.