Observational Study
Copyright ©The Author(s) 2024.
World J Clin Cases. Jun 16, 2024; 12(17): 3076-3085
Published online Jun 16, 2024. doi: 10.12998/wjcc.v12.i17.3076
Table 1 Summary of parameters used in this study

Parameters
Socio-demography, health, lifestyleGender, education level, marital status, total household income, smoking status, medical history based on self-report during the interview
Body compositionWaist circumference measured using Lufkin tape; weight, fat free mass and percentage body fat measured using Bio-electrical Impedance Analysis Inbody 270 (Biospace, Seoul, Korea) and height was measured using Leicester Height Measure (CMS Weighing Equipment, United Kingdom)
Blood pressureBlood pressure was measured using Omron blood pressure monitor (Kyoto, Japan) and average values were recorded
Cognitive function & Frailty statusClinical Dementia Rating Scale, FRIED criteria
Biochemical profileA total of 20 mL fasting venous blood sample was taken and analyzed for fasting blood glucose, HbA1c and lipid profile using butterfly syringe by phlebotomist
Table 2 Sociodemographic, health, anthropometry, and biochemical characteristics of participants

Non-cognitive frail (n = 275, 53.7%)
Cognitive frail (n = 237, 46.3%)
Total (n = 512)
P value
Sociodemographic
Age, mean ± SD71.6 ± 4.771.4 ± 6.371.5 ± 5.50.57
Age group, n (%)b0.53
60-69109 (39.6)101 (42.6)210 (41)
≥ 70166 (60.4)136 (57.4)302(59)
Gender, n (%)b0.01
Men134 (48.7)88 (37.1)222 (43.4)
Women141 (51.3)149 (62.9)290 (56.6)
Marital Status, n (%)b< 0.001
Single50 (18.2)104 (43.9)154 (30.1)
Married225 (81.8)133 (56.1)358 (69.9)
Smoking status, n (%)0.17
Yes 21 (7.6)27 (11.4)48 (9.4)
No254 (92.4)210 (88.6)464 (90.6)
Years of education, mean ± SDa7.8 ± 4.55.8 ± 4.26.85 ± 4.47< 0.001
Level education, n (%)b0.001
Never attended23 (8.4)44 (18.6)67 (13.1)
Primary school252 (91.6)193 (81.4)445 (86.9)
Household income, n (%)b< 0.001
< 1929 (RM)177 (64.4)191 (80.9)368 (72)
≥ 1929 (RM)98 (35.6)45 (19.1)143 (28)
Medical history, n (%)
Hypertensionb0.01
Yes148 (53.8)154 (65.0)302 (59)
No127 (46.2)83 (35.0)210 (41)
Hypercholesterol
Yes149 (54.2)130 (54.9)279 (54.5)0.93
No126 (45.8)107 (45.1)233 (45.5)
Diabetes0.04
Yes79 (28.7)89(37.6)168 (32.8)
No196 (71.3)148 (62.4)344 (67.2)
Heart disease0.59
Yes31 (11.3)31(13.1)62 (12.1)
No244 (88.7)206(86.9)450 (87.9)
Waist circumference (cm)a88.6 ± 11.391.5 ± 12.889.95 ± 12.100.01
Fat free mass (kg)a44.1 ± 22.739.3 ± 7.741.90 ± 17.60< 0.001
Percentage body fat (%)a32.6 ± 9.436.8 ± 10.134.51 ± 9.94< 0.001
Body mass index (kg/m2), mean ± SDa25.5 ± 4.426.5 ± 4.925.9 ± 4.70.02
Body mass index, n (%)a0.10
Underweight (< 24 kg/m2)110 (40.0)73 (30.8)183 (35.7)
Normal (24-27 kg/m2)76 (27.6)75 (31.6)151 (29.5)
Overweight (> 27 kg/m2)89 (32.4)89 (37.6)178 (34.8)
Blood pressure systolic, mmHg (mean ± SD)143.5 ± 19.3141.8 ± 21.9142.7 ± 20.60.38
Blood pressure systolic, n (%)0.41
Normal (< 120 mmHg)29 (10.5)31 (13.2)60 (11.8)
Elevated (≥ 120 mmHg)246 (89.5)203 (86.8)449 (88.2)
Blood pressure diastolic, mmHg (mean ± SD75.3 ± 10.575.3 ± 11.375.3 ± 10.90.97
Blood pressure diastolic, n (%).64
Normal (< 80 mmHg)181 (65.8)149 (63.7)330 (64.8)
Elevated (≥ 80 mmHg)94 (34.2)85 (36.3)179 (35.2)
Biochemical
Fasting blood glucose (mmol/L), mean ± SDa5.8 ± 1.56.2 ± 2.06.0 ± 1.80.03
Fasting blood Glucose, n (%)b0.01
Normal (4.1-6.1 mmol/L)203 (75.5)151 (65.1)354 (70.7)
Elevated (> 6.1 mmol/L)66 (24.5)81 (34.9)147 (29.3)
HbA1c%, mean ± SD6.6 ± 1.16.6 ± 4.06.4 ± 2.30.07
HbA1c%, n (%)0.11
Normal (< 5.6 mmol/L)67 (24.4)43 (18.1)110 (21.5)
Elevated (≥ 5.6 mmol/L)208 (75.6)194 (81.9)402 (78.5)
Total cholesterol (mmol/L), mean ± SD5.1 ± 1.185.1 ± 1.15.1 ± 1.10.43
Total cholesterol, n (%)0.66
Normal (< 5.2 mmol/L)149 (54.2)123 (51.9)272 (53.1)
Elevated (≥ 5.2 mmol/L)126 (45.8)114 (48.1)240 (46.9)
High density lipid (mmol/L), mean ± SD1.47 ± 0.371.47 ± 0.391.47 ± 0.380.89
Low density lipid (mmol/L), mean ± SD3.0 ± 1.003.0 ± 1.03.0 ± 1.00.70
Framingham risk score, mean ± SDa18.1 ± 3.421.0 ± 8.419.8 ± 8.90.01
Framingham risk score, n (%)b0.01
Low (< 10)26 (24.5)18 (11.4)44 (16.7)
Intermediate (10-19)34 (32.1)52 (32.9)86 (32.6)
High (≥ 20)46 (43.4)88 (55.7)134 (50.8)
Table 3 Binary logistic regression cardiovascular risk factors and cognitive function
Risk factor
Beta
P value
OR
95%CI
Gender0.340.071.410.98-2.13
Marital statusa1.22< 0.0013.382.26-5.05
Household incomea0.78< 0.0012.181.44-3.30
Hypertensiona0.470.011.601.12-2.30
FFMa-0.04< 0.0010.960.94-0.98
PBFa0.04< 0.0011.041.02-1.06
Waist circumferencea0.020.011.021.01-1.04
Fasting blood glucosea0.500.011.641.11-2.43
Body mass index -0.200.310.820.56-1.21
Framingham risk scorea0.500.011.651.17-2.31