This study compares two accepted ways of deciding when adults recovering from open-heart surgery should receive a blood transfusion in the intensive care unit. One approach gives a transfusion when the blood count (hemoglobin) falls below a fixed level that is the same for everyone. The other approach adds each patient's own physiology - such as oxygen levels and lactate - to help decide whether a transfusion is truly needed, within a safe range. The investigators want to learn whether the personalized approach is as safe as the standard approach for major outcomes after heart surgery, while reducing the amount of blood transfused. Participants may also choose to give blood and stool samples to a research biobank for future studies on recovery after cardiac surgery.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
TREATMENT
Masking
DOUBLE
Enrollment
900
A deterministic, rules-based clinical decision aid that operationalizes the assigned ICU transfusion strategy using values already collected in routine care. It contains no trained model or machine learning; it is advisory and can be hand-executed at the bedside.
Stanford University Medical Center
Palo Alto, California, United States
Number of participants with the composite of all-cause mortality, myocardial infarction, stroke, or new renal failure requiring dialysis
Composite event = occurrence of any one of the following, each component also reported separately: All-cause mortality - death from any cause occurring in-hospital during the index-procedure admission or within 28 days of surgery, whichever is longer. Myocardial infarction - per the Fourth Universal Definition of Myocardial Infarction (Type 5, CABG-related, applying the post-cardiac-surgery biomarker thresholds together with supporting ECG, imaging, or angiographic evidence). Stroke - a new focal neurological deficit of central origin lasting ≥24 hours (or \<24 hours with confirmatory neuroimaging), confirmed by CT or MRI. New renal failure requiring dialysis - new acute kidney injury meeting KDIGO Stage 3 criteria with initiation of renal replacement therapy in a patient not previously on chronic dialysis.
Time frame: In-hospital for the index procedure or within 28 days of surgery, whichever is longer
Number of participants who die from any cause by 6 months after surgery
All-cause mortality assessed at 6 months postoperatively. This is the principal longer-term safety endpoint: anemia- and transfusion-related harms in cardiac surgery often manifest after the index hospitalization, so 6-month mortality is the most sensitive single test of whether the personalized strategy is as safe as the standard strategy (consistent with the primary endpoints of TRICS-III and TITRe2).
Time frame: 6 months after surgery
Number of participants who die (all-cause surgical mortality)
Death from any cause occurring in-hospital during the index-procedure admission or within 28 days of surgery, whichever is longer.
Time frame: In-hospital for the index procedure or within 28 days of surgery, whichever is longer
Number of participants with postoperative myocardial infarction
Per the Fourth Universal Definition (Type 5, CABG-related).
Time frame: In-hospital or within 28 days of surgery, whichever is longer
Number of participants with postoperative stroke
New central focal neurological deficit confirmed by CT or MRI.
Time frame: In-hospital or within 28 days of surgery, whichever is longer
Number of participants with new renal failure requiring dialysis
KDIGO Stage 3 AKI with initiation of renal replacement therapy, in patients not on chronic dialysis preoperatively.
Time frame: In-hospital or within 28 days of surgery, whichever is longer
Number of participants with postoperative acute kidney injury
AKI defined by KDIGO criteria (any stage).
Time frame: Through 28 days postoperatively
Number of participants with a postoperative infection
Time frame: Through 28 days postoperatively
Duration of intensive care unit stay
Time frame: From ICU admission to ICU discharge, up to 28 days
Duration of hospital stay
Time frame: From surgery to hospital discharge, an average of up to 28 days
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