Research Article

A Clinical Nomogram Based on the Triglyceride-Glucose Index to Predict Contrast-Induced Acute Kidney Injury after Percutaneous Intervention in Patients with Acute Coronary Syndrome with Diabetes Mellitus

Table 3

Baseline characteristics of training and validation sets.

VariablesTraining ()Validation set ()

The subtypes of ACS (, %)0.085
UA380 (51.0%)181 (55.2%)
STAMI197 (26.4%)66 (20.1%)
NSTAMI168 (22.6%)81 (24.7%)
Age65 (57,73)64 (56,71)0.187
(, %)153 (20.5%)54 (16.5%)0.119
Gender (, %)0.905
 Male473 (63.5%)207 (63.1%)
 Female272 (36.5%)121 (36.9%)
BMI (kg/m2)24.5 (22.9-26.7)24.5 (23.025-27.075)0.470
SBP (mmHg)133 (123-146)135 (122-145)0.711
DBP (mmHg)80 (72-86)79 (71.25-86)0.419
Smoking (, %)0.593
 No575 (77.2%)258 (78.7%)
 Yes170 (22.8%)70 (21.3%)
Drinking (, %)0.839
 No635 (85.2%)278 (84.8%)
 Yes110 (14.8%)50 (15.2%)
Past medical history (, %)
Coronary heart disease730 (98.0%)310 (94.5%)0.002
PCI surgery history455 (61.1%)180 (54.9%)0.057
The recent ACS165 (22.1%)73 (22.3%)0.969
History of cerebral infarction241 (32.3%)101 (30.8%)0.614
History of unstable angina427 (57.3%)182 (55.5%)0.578
History of stable angina5 (0.7%)2 (0.6%)0.908
Multivessel coronary artery disease489 (65.6%)220 (67.1%)0.647
Hyperuricemia231 (31.0%)105 (32.0%)0.744
Ischemic stroke154 (20.7%)64 (19.5%)0.664
Peripheral artery stenosis21 (2.8%)4 (1.2%)0.11
Hypertension420 (56.4%)185 (56.4%)0.994
Hyperlipidemia50 (6.7%)18 (5.5%)0.449
Chronic kidney disease61 (8.2%)19 (5.8%)0.169
Family history of CKD20 (2.7%)7 (2.1%)0.596
Culprit vessel (, %)
Left anterior descending507 (68.1%)229 (69.8%)0.566
Left circumflex287 (38.5%)138 (42.1%)0.273
Right coronary artery350 (47.0%)142 (43.3%)0.264
Left main3 (0.4%)2 (0.6%)0.646
Stent number per patient (, %)0.11
 1602 (80.8%)251 (76.5)
 ≥2143 (19.2%)77 (23.5%)
(mL)414 (55.6%)168 (51.2%)0.188
Hematological index
LDL-C (mmol/L)2.11 (1.605-2.81)2.1 (1.6425-2.8175)0.641
HDL-C (mmol/L)0.97 (0.81-1.14)0.96 (0.83-1.14)0.765
TC (mmol/L)3.79 (3.145-4.545)3.835 (3.24-4.5375)0.422
TG (mmol/L)1.42 (1.07-2)1.495 (1.11-2.0475)0.415
FBG (mmol/L)7.25 (6.115-9.035)7.14 (6.065-8.8225)0.748
TyG index0.71
 ≤8.55131 (17.6%)51 (15.5%)
 8.556-8.98203 (27.2%)93 (28.4%)
 8.99-9.39186 (25%)90 (27.4%)
 ≥9.40225 (30.2%)94 (28.7%)
ALT (U/L)25 (18-39)25.5 (18-39)0.629
AST (U/L)36 (19-117)30.5 (19-122.75)0.557
Creatine kinase (U/L)126 (66-230.5)119.5 (70-209.25)0.908
Troponin (ng/L)14 (3.365-274.5)14 (3.0475-130.25)0.592
HbA1c (%)7.31 (6.61-8.61)7.21 (6.61-8.4575)0.596
Scr (umol/L)62 (53-75)62 (54-74)0.565
eGFR (mL/min)97.1 (86.085-106.08)96.505 (87.27-105.105)0.604
Medications used before surgery
Statin (, %)735 (98.7%)325 (99.1%)0.555
Ezetimibe (, %)136 (18.3%)58 (17.7%)0.822
Apolizumab (, %)131 (17.6%)58 (17.7%)0.969
Aspirin (, %)739 (99.2%)327 (99.7%)0.348
Clopidogrel (, %)270 (36.2%)105 (32.0%)0.181
Ticagrelor (, %)442 (59.3%)213 (64.9%)0.083
ACEI/ARB (, %)225 (30.2%)100 (30.5%)0.925
ARNI (, %)151 (20.3%)63 (19.2%)0.689
Beta-blockers (, %)504 (67.7%)216 (65.9%)0.564
Oral hypoglycemic drugs424 (56.9%)186 (56.7%)0.95
Insulin (, %)83 (11.1%)37 (11.3%)0.947
Anticoagulant (, %)83 (11.1%)39 (11.9%)0.722

Abbreviations: UA: unstable angina; STAMI: ST-segment elevation myocardial infarction; NSTAMI: non-ST-segment elevation myocardial infarction; BMI: body mass index; SBP: systolic blood pressure; DBP: diastolic blood pressure; PCI: percutaneous coronary intervention; ACS: acute coronary syndrome; CKD: chronic kidney disease, LDL-C: low-density lipoprotein cholesterol; HDL-C: high-density lipoprotein cholesterol; TC: total cholesterol; TG: triglyceride; FBG: fast blood glucose; TyG: triglyceride-glucose; ALT: alanine transaminase; AST: aspartate aminotransferase; HbA1c: glycated hemoglobin A; Scr: serum creatinine; eGFR: estimated glomerular filtration rate; ACEI: angiotensin-converting enzyme inhibitor; ARB: angiotensin receptor blocker; ARNI: angiotensin receptor neprilysin inhibitor.