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. Author manuscript; available in PMC: 2024 Jan 1.
Published in final edited form as: J Nutr Health Aging. 2023;27(1):1–9. doi: 10.1007/s12603-022-1860-2

Table 2.

Multinomial logistic regression showing the relationship between MetS, the components of MetS (ACC/AHA 2018) and pre-frailty/frailty

Characteristics Non-frail Model 1: Unadjusted analysis Model 2: Adjusted analysis
Pre-frail
(RRR; 95% CI)
Frail
(RRR; 95% CI)
Pre-frail
(RRR; 95% CI)
Frail
(RRR; 95% CI)
According to Fried Phenotype
MetS Reference 1.27 (1.20, 1.35) 1.74 (1.41, 2.14) 1.22 (1.14, 1.30) 1.66 (1.32, 2.08)
Components of MetS
Increased waist circumference Reference 1.34 (1.26, 1.43) 1.61 (1.30, 1.99) 1.34 (1.25, 1.44) 1.55 (1.23, 1.96)
Elevated TG Reference 1.14 (1.08, 1.22) 1.48 (1.21, 1.82) 1.10 (1.03, 1.17) 1.42 (1.14, 1.77)
Low HDL-C Reference 1.14 (1.07, 1.21) 1.51 (1.23, 1.85) 1.07 (1.00, 1.14) 1.38 (1.11, 1.72)
Hypertension Reference 1.08 (1.00, 1.17) 2.26 (1.54, 3.31) 1.00 (0.91, 1.09) 2.03 (1.35, 3.05)
Hyperglycemia Reference 1.26 (1.19, 1.35) 1.11 (0.90, 1.39) 1.25 (1.17, 1.34) 1.08 (0.86, 1.37)
According to Frailty Index
MetS Reference 2.64 (2.48, 2.81) 4.83 (4.26, 5.46) 2.69 (2.51, 2.89) 5.12 (4.45, 5.90)
Components of MetS
Increased waist circumference Reference 3.63 (3.40, 3.88) 8.67 (7.42, 10.13) 4.01 (3.72, 4.32) 10.94 (9.18, 13.03)
Elevated TG Reference 2.15 (2.02, 2.29) 3.18 (2.84, 3.57) 2.18 (2.03, 2.34) 3.34 (2.94, 3.80)
Low HDL-C Reference 2.00 (1.88, 2.13) 2.97 (2.65, 3.32) 1.91 (1.79, 2.05) 2.76 (2.42, 3.13)
Hypertension Reference 1.83 (1.68, 2.01) 2.71 (2.22, 3.30) 1.78 (1.61, 1.96) 2.65 (2.13, 3.29)
Hyperglycemia Reference 1.61 (1.50, 1.72) 2.37 (2.11, 2.65) 1.74 (1.62, 1.86) 2.78 (2.44, 3.16)

Abbreviations: MetS: Metabolic syndrome; RRR: Relative Risk Ratio; CI: Confidence Intervals; SD: Standard deviation; TG: Triglycerides; HDL-C: High density lipoprotein-cholesterol; Model 1: Unadjusted analysis; Model 2: Association between MetS and frailty adjusted for age, gender, ethno-racial origin, education, smoking history, alcohol intake and chronic conditions/morbidities (chronic kidney disease, depression, previous cancer history)