Table 2 Descriptive Statistics of qualitative clinical and biochemical characteristics of the study population.

From: Prediction of serum anti-HSP27 antibody titers changes using a light gradient boosting machine (LightGBM) technique

Variable Name

Abbreviation

Levels

N (%)

P-value

Diabetes

Diabetes

 < 126

3818 (85.1)

0.140*

 >  = 126

668 (14.9)

Obesity

Obesity

 < 30

3096 (69.0)

0.035**

 >  = 30

1390 (31.0)

Gender

Gender

Male

1818 (40.5)

0.917

Female

2668 (59.5)

Chronic obstructive pulmonary disease

Pulmonary

No

4067 (90.7)

0.130*

Yes

419 (9.3)

Autoimmune disease

Autoimmune

No

4385 (97.7)

0.107*

Yes

101 (2.3)

Hypertension disease

HTN

HTN-

3006 (67.0)

0.092*

HTN+

1480 (33.0)

Education level

Education

Low

2507 (55.9)

0.014**

Moderate

1476 (32.9)

High

503 (11.2)

Job status

Job

Student

7 (0.2)

0.006**

Employment

1626 (36.2)

Un-employment

2389 (53.3)

Retired

464 (10.3)

Marital status

Marriage

Single

28 (0.6)

0.440

Married

4160 (92.7)

Divorced

62 (1.4)

Widow

236 (5.3)

Smoking status

Smoking

Non-smoker

3060 (68.2)

0.085*

Ex-smoker

443 (9.9)

Current-smoker

983 (21.9)

  1. **p-value < 0.05; *p-value < 0.2.