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Table 1 Baseline clinical characteristics of hip fracture patients classified by acute heart failure

From: Elucidating predictors of preoperative acute heart failure in older people with hip fractures through machine learning and SHAP analysis: a retrospective cohort study

Variables

Total(N = 2631)

Non-acute heart failure(N = 1743)

Acute heart failure(N = 888)

p-value

Gender, N (%)

   

0.016

 Male

766(29.1%)

534(30.6%)

232(26.1%)

 

 Female

1865(70.9%)

1209(69.4%)

656(73.9%)

 

Age, mean ± SD (years)

79.3 ± 7.7

78.2 ± 7.8

81.6 ± 7.0

<0.001

Age group, N (%)

   

<0.001

 <75years

746(28.4%)

588(33.7%)

158(17.8%)

 

 ≥ 75 years

1885(71.6%)

1155(66.3%)

730(82.2%)

 

Admission time

   

0.331

 <48 h

1813(68.9%)

1212(69.5%)

601(67.7%)

 

 ≥ 48 h

818(31.1%)

531(30.5%)

287(32.3%)

 

Comorbidity N (%)

    

Hypertension

   

0.530

 Yes

1370(52.1%)

900(51.6%)

470(52.9%)

 

 No

1261(47.9%)

843(48.4%)

418(47.1%)

 

Old cerebral infarction

   

0.145

 Yes

1207(45.9%)

782(44.9%)

425(47.9%)

 

 No

1424(54.1%)

961(55.1%)

463(52.1%)

 

Coronary heart disease

   

<0.001

 Yes

705(26.8%)

426(24.4%)

279(31.4%)

 

 No

1926(73.2%)

1317(55.1%)

609(68.6%)

 

Diabetes

   

0.967

 Yes

662(25.2%)

439(25.2%)

223(25.1%)

 

 No

1969(74.8%)

1304(74.8%)

665(74.9%)

 

COPD

   

0.001

 Yes

300(11.4%)

173(9.9%)

127(4.3%)

 

 No

2331(88.6%)

1570(90.1%)

761(85.7%)

 

Cancer

   

0.547

 Yes

107(4.1%)

68(3.9%)

39(4.4%)

 

 No

2524(95.9%)

1675(96.1%)

849(95.6%)

 

Arrhythmia

   

0.021

 Yes

175(6.7%)

102(5.9%)

73(8.2%)

 

 No

2456(93.3%)

1641(94.1%)

815(91.8%)

 

Complications

    

Pulmonary infection

   

<0.001

 Yes

376(14.3%)

198(11.4%)

178(20.0%)

 

 No

2255(85.7%)

1545(88.6%)

710(80.0%)

 

Ventricular arrhythmia

   

<0.001

 Yes

424(16.1%)

212(12.2%)

212(23.9%)

 

 NO

2207(83.9%)

1531(87.8%)

676(76.1%)

 

Acute myocardial infarction

   

<0.001

 Yes

172(6.5%)

53(3.0%)

119(13.4%)

 

 No

2459(93.5%)

1690(97.0%)

769(86.6%)

 

Acute cerebrovascular disease

   

0.029

 Yes

250(9.5%)

150(8.6%)

100(11.3%)

 

 No

2381(90.5%)

1593(91.4%)

778(88.7%)

 

Stress hyperglycemia

   

0.084

 Yes

38(1.4%)

20(1.1%)

18(2.0%)

 

 No

2593(98.6%)

1723(98.9%)

870(98.0%)

 

Stress ulcer

   

0.838

 Yes

27(1.0%)

19(1.1%)

8(0.9%)

 

 No

2604(99.0%)

1724(98.9%)

880(99.1%)

 

Urinary tract infection

   

0.027

 Yes

115(4.4%)

65(3.7%)

50(5.6%)

 

 No

2516(95.6%)

1678(96.3%)

838(94.4%)

 
  1. Values are presented as mean ± standard deviation, median (interquartile range), or number (percentage) as appropriate, SD Standard deviation, COPD Chronic Obstructive Pulmonary Disease