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Carr et al. Vessel Plus 2020;4:12  I  http://dx.doi.org/10.20517/2574-1209.2020.01                                                        Page 7 of 21

                                                                       BP: blood pressure; PCI: percutaneous coronary intervention; PTCA: percutaneous transluminal coronary angioplasty; CPR: cardiopulmonary resuscitation; ASA: American Society of Anethesiology; ACE:
                                                                     Comb: combination variable; CHF: congestive heart failure; NYHA: New York Heart Association; MI: myocardial infarction; ECG: electrocardiogram; IABP: intra-aortic baloon pump; HTN: hypertension;
               0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  0%  Δb  5%  -7%  -9%  0%  -3%  1%  -6%  12%  0%  2%

                                                                 42                 Δa  -3%  11%  16%  8%  13%  -9%  20%  -5%
               0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0          7%            2%
                                                                                      87%  67%  56%  54%  52%  49%  49%  46%
                                                                                    %  n = 61  53  41  57%  35  34  33  32  30  30  28  41%  25



                 Disaster, catastrophic state Anemia (hemoglobin, hematocrit)  Refused blood products  Digoxin or digitalis use  Concurrent procedure A published comorbidity index  Preoperative cardiac biomarkers  Other preoperative labs  Other preoperative comorbidities  Patient education level/literacy  Insurance type or status  Time from admission to procedure Acute mental status changes Total variables (excl. combinations)  2008-2017




               Critical state  Transfusion  Preop intubation  Heart rate  Steroid use  Serum albumin  ACE inhibitor use  Functional state  ASA classification  Recent admissions  Variable  Left ventricular function  Comb. arterial disease Comb. heart failure variables  Comb. critical state  Comb. CHF or NYHA  Peripheral arterial disease





                                                                                      Age  Renal failure  Urgency  Gender
               2%  2%  2%  2%  2%  2%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  0%  0%

                                                                                    Δa  -9%  18%  25%  11%  7%  -3%  13%  -12%  -7%  -5%
               2  2  2  2  2  2  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  90
                                                                                    %  n = 54  81%  44  74%  40  67%  36  57%  31  56%  30  56%  30  52%  28  46%  25  46%  25  46%  25







               Stent thrombosis  Any family history variable  Other ECG abnormalities  Steroid use Preoperative cardiac biomarkers Patient education level/literacy  Calcified aorta  Killip classification  Blood pressure  Center’s case frequency  Antiarrhythmic agents  Preoperative thrombolysis  PT or INR  Transfusion  Heart rate  ACE inhibitor use  ASA classification  Insurance type or status  Recent admissions Time from admission to procedure Acute mental status changes









                                                                                      Age  Renal failure  Gender  Urgency  Comb. arterial disease  Repeat operation  Comb. any MI variable  Comb. CHF or NYHA
               1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%  1%



               2  2  2  2  2  2  2  2  2  2  1  1  1  1  1  1  1  1  1  1  1  1  1  92 angiotensin converting enzyme; INR: international normalized ratio; PT: prothromin time  %  n = 41  90%  37  59%  24  59%  24  56%  23  54%  22  54%  22  51%  21  49%  20  46%  19  41%  17















               Type of MI  Calcified aorta  Cachexia or malnutrition  Recent admissions Patient education level/literacy Preoperative cardiac biomarkers  Steroid use  Heart rate  Any family history variable Abdominal aortic aneurysm  Transfusion  PT or INR  Antiarrhythmic agents  Center’s case frequency  Blood pressure  Killip classification Acute mental status changes Time from admission to procedure Left ventricular hypertrophy  Insurance type or status  ASA classificat
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