Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Mar 21;15(4):516.
doi: 10.3390/life15040516.

The Nutritional Phenotyping of Idiopathic Pulmonary Fibrosis Through Morphofunctional Assessment: A Bicentric Cross-Sectional Case-Control Study

Affiliations

The Nutritional Phenotyping of Idiopathic Pulmonary Fibrosis Through Morphofunctional Assessment: A Bicentric Cross-Sectional Case-Control Study

Alicia Sanmartín-Sánchez et al. Life (Basel). .

Abstract

There is increasing evidence supporting the use of morphofunctional assessment (MFA) as a tool for clinical characterization and decision-making in malnourished patients. MFA enables the diagnosis of malnutrition, sarcopenia, obesity, and cachexia, leading to a novel phenotype-based classification of nutritional disorders. Bioelectrical impedance analysis (BIVA), nutritional ultrasound® (NU) and computed tomography (CT) are included, along with functional tests like the Timed Up and Go test (TUG). Myoesteatosis, detectable via CT, can occur independently from nutritional phenotypes and has been identified as a significant mortality predictor in idiophatic pulmonary fibrosis (IPF). Our aim is to analyze the prevalence and overlap of nutritional phenotypes in IPF and evaluate the prognostic value of myoesteatosis. Our bicenter cross-sectional study included 82 IPF patients (84.1% male and with a medium age of 71.1 ± 7.35 years). MFA was performed using BIVA, NU, CT at the T12 level (CT-T12), the handgrip strength (HGS) test, and the TUG. CT-T12 BC parameters were analyzed using FocusedON® software, while statistical analyses were conducted with JAMOVI version 2.3.22. All four major nutritional phenotypes were represented in our cohort, with significant overlap. A total of 80.5% met the GLIM criteria for malnutrition, 14.6% had cachexia, 17% were sarcopenic, and 28% were obese. Of the obese patients, 70% were also malnourished, while 100% of sarcopenic obese patients (5.9% of total) had malnutrition. A total of 55% of sarcopenic patients with available CT also had myosteatosis, suggesting muscle quality deterioration as a potential driver of functional impairment. The presence of myosteatosis > 15% in T12-CT was an independent predictor of 12-month mortality (HR = 3.13; 95% CI: 1.01-9.70; p = 0.049), with survival rates of 78.1% vs. 96.6% in patients with vs. without myosteatosis, respectively. To conclude, this study underscores the relevance of MFA in the nutritional characterization of patients with IPF, demonstrating its potential to identify specific phenotypes associated with malnutrition, functional impairment, and the presence of myoesteatosis, thereby providing a valuable tool for clinical decision-making.

Keywords: body composition; cachexia; computed tomography; idiopathic pulmonary fibrosis; malnutrition; morphofunctional assessment; myoesteatosis; sarcopenia; sarcopenic obesity.

PubMed Disclaimer

Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as potential conflicts of interest.

Figures

Figure 1
Figure 1
Nutritional phenotypes and their overlap. Abbreviations: Global Leadership Initiative on Malnutrion (GLIM) criteria.
Figure 2
Figure 2
Nutritional phenotypes assessed by T12-CT. Abbreviations: BMI: Body Mass Index (kg/m2); SMA: Skeletal Muscle Area (cm2); SMI: Skeletal Muscle Index (cm2/m2); VAT: visceral adipose tissue (cm2); SAT: subcutaneous adipose Tissue (cm2).
Figure 3
Figure 3
ROC curve cut-off point for myosteatosis.
Figure 4
Figure 4
Representation of myosteatosis by Hounsfield units measured by CT12.
Figure 5
Figure 5
Kaplan–Meier survival curve of IPF patients with myoesteaosis. IPF patients with myoesteatosis (red line) died more frequently than those with non-myoesteatosis (blue line), as measured by CT, over a 24-month follow-up period.

Similar articles

References

    1. Raghu G., Collard H.R., Egan J.J., Martinez F.J., Behr J., Brown K.K., Colby T.V., Cordier J.-F., Flaherty K.R., Lasky J.A., et al. An Official ATS/ERS/JRS/ALAT Statement: Idiopathic Pulmonary Fibrosis: Evidence-based Guidelines for Diagnosis and Management. Am. J. Respir. Crit. Care Med. 2011;183:788–824. - PMC - PubMed
    1. Zheng Q., Cox I.A., Campbell J.A., Xia Q., Otahal P., De Graaff B., Corte T.J., Teoh A.K., Walters E.H., Palmer A.J. Mortality and survival in idiopathic pulmonary fibrosis: A systematic review and meta-analysis. ERJ Open Res. 2022;8:00591–02021. - PMC - PubMed
    1. Lederer D.J., Martinez F.J. Idiopathic Pulmonary Fibrosis. N. Engl. J. Med. 2018;378:1811–1823. - PubMed
    1. Çinkooğlu A., Bayraktaroğlu S., Ufuk F., Unat Ö.S., Köse T., Savaş R., Bishop N.M. Reduced CT-derived erector spinae muscle area: A poor prognostic factor for short- and long-term outcomes in idiopathic pulmonary fibrosis patients. Clin. Radiol. 2023;78:904–911. - PubMed
    1. Ozaltin B., Chapman R., Arfeen M.Q.U., Fitzpatick N., Hemingway H., Direk K., Jacob J. Delineating excess comorbidities in idiopathic pulmonary fibrosis: An observational study. Respir. Res. 2024;25:249. - PMC - PubMed

LinkOut - more resources