Computed tomography-based body composition profile as a screening tool for geriatric frailty detection

被引:12
作者
Laur, Olga [1 ]
Weaver, Michael J. [2 ]
Bridge, Christopher [3 ]
Chow, Erika [7 ]
Rosenthal, Michael [4 ]
Bay, Camden [7 ]
Javedan, Houman [5 ]
Harris, Mitchel B. [6 ]
Khurana, Bharti [7 ]
机构
[1] New York Presbyterian Hosp, Weill Cornell Med, Dept Radiol, 525 East 68th St, New York, NY 10065 USA
[2] Brigham & Womens Hosp, Dept Orthoped Surg, 75 Francis St, Boston, MA 02115 USA
[3] MGH & BWH Ctr Clin Data Sci, Boston, MA USA
[4] Dana Farber Canc Inst, Dept Radiol, Boston, MA 02115 USA
[5] Brigham & Womens Hosp, Div Aging, Dept Med, 75 Francis St, Boston, MA 02115 USA
[6] Massachusetts Gen Hosp, Dept Orthoped, Boston, MA 02114 USA
[7] Brigham & Womens Hosp, Dept Radiol, Div Emergency Radiol, 75 Francis St, Boston, MA 02115 USA
关键词
Frailty; Body composition; Machine learning; PREVALENCE; SARCOPENIA; EPIDEMIOLOGY; OSTEOPOROSIS; ASSOCIATION; STRENGTH; OUTCOMES; OBESITY; UPDATE; INDEX;
D O I
10.1007/s00256-021-03951-0
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
Objective To assess prevalence of CT imaging-derived sarcopenia, osteoporosis, and visceral obesity in clinically frail and prefrail patients and determine their association with the diagnosis of frailty. Materials and methods This cross-sectional study was constructed using our institution's pelvic trauma registry and ambulatory database registry. The study included all elderly pelvic trauma patients and ambulatory outpatients between May 2016 and March 2020 who had a comprehensive geriatric assessment and CT abdomen/pelvis within 1 year from the date of the assessment. Patients were dichotomized in prefrail or frail groups. The study excluded patients with history of metastatic disease or malignancy requiring chemotherapy. Results The study cohort consisted of 151 elderly female and 65 male patients. Each gender population was subdivided into frail (114 female [75%], 51 male [78%]) and prefrail (37 female [25%], 14 male [22%]) patients. CT-imaging-derived diagnosis of osteoporosis (odds ratio, 2.5; 95% CI: 1.2-5.5) and sarcopenia (odds ratio, 2.6; 95% CI: 1.2-5.6) were associated with frailty in females, but did not reach statistical significance in males. BMI and subcutaneous adipose tissue at L3 level were statistically lower in the frail male group compared to the prefrail group. BMI showed strong correlation with the subcutaneous area at the L3 level in both genders (Spearman's coefficient of 0.8, p < 0.001). Hypoalbuminemia and visceral obesity were not associated with frailty in either gender. Conclusion This proof-of-concept study demonstrates the feasibility of using CT-derived body-composition parameters as a screening tool for frailty, which can offer an opportunity for early medical intervention.
引用
收藏
页码:1371 / 1380
页数:10
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