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Published on: January 29, 2018
Implication of Bone Mineral Density and Body Composition Parameters for Length of Hospital Stay in Patients with
Wenmin Guan1, Tingting Zhang1,2, Jing Sun1
1Department of Radiology, Beijing Friendship Hospital, Capital Medical University, 95 Yong-an Road, Xicheng District, Beijing, China.
Insights
Musculoskeletal features from chest CT scans, like visceral adipose tissue (VAT) area, are linked to longer COVID-19 hospital stays. Older age and higher paraspinal muscle fat also correlate with extended stays.
Area of Science:
- Radiology
- Medical Imaging
- COVID-19 Research
Background:
- Chest CT scans can reveal multisystem information, including musculoskeletal details, in COVID-19 patients.
- This information can be obtained without additional patient examinations.
Purpose of the Study:
- To investigate the association between baseline bone mineral density (BMD) and body composition parameters extracted from chest CT scans.
- To determine the relationship between these parameters and the length of hospital stay in COVID-19 patients.
Main Methods:
- Retrospective analysis of 88 COVID-19 patients.
- Correlation analysis and generalized linear modeling (GLM) were employed.
- Covariates included age, sex, BMI, BMD, and body composition variables.
Main Results:
- Mean hospital stay was 27.4±8.7 days.
- Hospital stay length positively correlated with age and paraspinal muscle fat ratio.
- GLM indicated a positive correlation between hospital stay length and visceral adipose tissue (VAT) area.
Conclusions:
- Musculoskeletal features from chest CT correlate with COVID-19 patient prognosis.
- Older age, higher paraspinal muscle fat ratio, and larger VAT area are associated with longer hospitalizations.
Background:
Multisystem information, including musculoskeletal information, can be captured from chest CT scans of patients with COVID-19 without further examination.
Aims:
This study aims to assess the relationship between chest CT-extracted baseline bone mineral density (BMD) and body composition parameters and the length of hospital stay in these patients.
Methods:
A retrospective analysis was performed in a cohort of 88 patients with COVID-19. Correlation analysis and a generalized linear model (GLM) were used to assess the associations between the length of hospital stay and covariates, including age, sex, body mass index (BMI), BMD and body composition variables.
Results:
The mean length of hospital stay was 27.4±8.7 days. The length of hospital stay was significantly positively associated with age (r=0.202, p=0.046) and the paraspinal muscle fat ratio (r=0.246, p=0.021). The GLM involving age, sex, BMD, paraspinal muscle fat ratio, subcutaneous adipose tissue (SAT) area, visceral adipose tissue (VAT) area, and liver fat fraction (LFF) showed that the length of hospital stay was positively correlated with VAT area (β coefficients, 95% CI: 9.304, 1.141-17.478, p=0.025).
Conclusion:
The musculoskeletal features extracted from chest CT correlated with the prognosis of COVID-19 patients. Factors including old age, a higher paraspinal muscle fat ratio and a larger VAT area in patients with COVID-19 were associated with longer hospital stays.
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