Table 1 Characteristics of the study participants in CHARLS 2015 (Wave 3).

From: Association of air pollutions and systemic inflammation with early cardiovascular-kidney-metabolic syndrome among middle-aged and elderly adults: a cross-sectional study from CHARLS

Characteristica

Overall (n = 9293)

Non-CKM (n = 845)

CKM (n = 8448)

P

Age (year)

61.38 ± 9.28

60.60 ± 9.26

62.46 ± 9.19

 < 0.001

Sex

   

 < 0.001

 Male

3882 (41.77%)

58 (6.86%)

3824 (45.27%)

 

 Female

5411 (58.23%)

787 (93.14%)

4624 (54.73%)

 

Residence

   

 < 0.001

 Rural

5846 (62.91%)

581 (68.76%)

5265 (62.33%)

 

 Urban

3447 (37.09%)

264 (31.24%)

3183 (37.68%)

 

Marital status b

   

0.005

 Married and living with a spouse

7609 (81.88%)

707 (83.67%)

6902 (81.76%)

 

 Married but living without a spouse

381 (4.10%)

46 (5.44%)

335 (3.97%)

 

 Single, divorced, and windowed

1297 (13.96%)

92 (10.89%)

1205 (14.27%)

 

Education status

   

0.017

 Elementary school or below

6394 (68.80%)

612 (72.43%)

5782 (68.44%)

 

 Middle school or above

2899 (31.20%)

233 (27.57%)

2666 (31.56%)

 

Smoking status

   

 < 0.001

 Non-smoker

5629 (60.57%)

782 (92.54%)

4847 (57.39%)

 

 Smoker

3664 (39.43%)

64 (7.46%)

3600 (42.61%)

 

Drinking statusb

   

 < 0.001

 Drink but less than once a month

775 (8.34%)

72 (8.57%)

703 (8.34%)

 

 Drink more than once a month

2237 (24.07%)

96 (11.43%)

2141 (25.41%)

 

 Non-drinker

6255 (67.31%)

672 (80.00%)

5583 (66.25%)

 

Cooking fuel useb

   

0.583

 Clean fuel

3194 (34.37%)

258 (58.64%)

2936 (57.29%)

 

 Solid fuel

2371 (25.51%)

182 (41.36%)

2189 (42.71%)

 

Lung diseaseb

   

 < 0.001

 No

7987 (85.95%)

770 (91.56%)

7217 (85.69%)

 

 Yes

1276 (13.73%)

71 (8.44%)

1205 (14.31%)

 

Liver diseaseb

   

0.004

 No

8651 (93.09%)

809 (95.97%)

7842 (93.42%)

 

 Yes

586 (6.31%)

34 (4.03%)

552 (6.58%)

 

Arthritis diseaseb

   

0.023

 No

5167 (56.08%)

501 (59.29%)

4666 (55.23%)

 

 Yes

4046 (43.91%)

336 (39.76%)

3710 (43.92%)

 

Digeste diseaseb

   

0.610

 No

6391 (68.77%)

576 (68.41%)

5815 (69.26%)

 

 Yes

2847 (30.64%)

266 (31.59%)

2581 (30.74%)

 

Anti-diabetes medicineb

   

 < 0.001

 No

8377 (90.14%)

845 (100.0%)

7532 (89.16%)

 

 Yes

681 (7.33%)

0 (0.00%)

681 (8.06%)

 

Anti-hypertension medicineb

   

 < 0.001

 No

6317 (67.96%)

845 (100.00%)

5472 (64.77%)

 

Yes

2747 (29.56%)

0 (0.00%)

2747 (32.52%)

 

Regional category

   

0.905

East

3260 (35.08%)

300 (35.50%)

2960 (35.04%)

 

Midland

3453 (37.16%)

308 (36.45%)

3145 (37.23%)

 

West

2580 (27.76%)

237 (28.05%)

2343 (27.73%)

 

MetS

   

 < 0.001

 No

5265 (56.66%)

845 (100.00%)

4420 (52.32%)

 

 Yes

4028 (43.34%)

0 (0.00%)

4028 (47.68%)

 

CRP (mg/L)

2.81 ± 5.95

3.14 ± 7.20

2.58 ± 4.84

 < 0.001

eGFR (%)

88.77 ± 16.81

87.14 ± 17.09

89.94 ± 16.51

 < 0.001

Triglycerides (TG, mmol/L)

1.69 ± 1.06

1.67 ± 1.10

1.70 ± 1.03

0.023

High density lipoprotein (HDL, mmol/L)

1.32 ± 0.30

1.28 ± 0.31

1.35 ± 0.28

 < 0.001

Fasting blood glucose (FBG, mmol/L)

5.86 ± 2.22

4.99 ± 0.52

5.94 ± 2.13

 < 0.001

Systolic blood pressure (SBP, mmHg)

129.77 ± 20.16

133.12 ± 19.33

127.35 ± 20.40

 < 0.001

Diastolic blood pressure (DBP, mmHg)

76.19 ± 11.95

78.86 ± 12.16

74.27 ± 11.42

 < 0.001

Waist circumference (WC, cm)

86.30 ± 13.08

86.71 ± 13.29

86.01 ± 12.93

0.011

Body Mass Index (BMI, kg/m2 )

24.80 ± 16.91

24.28 ± 13.21

25.18 ± 19.12

0.012

  1. aContinuous variables are presented as the mean ± SD, while categorical variables are reported as counts along with corresponding percentages.
  2. bFor variables, missing values existed.