Association of preoperative systemic immune-inflammation index and atherogenic index of plasma with early postoperative clinical outcomes in patients undergoing isolated elective coronary artery bypass grafting with cardiopulmonary bypass.
Göç & & Bağış M • Cardiovascular journal of Africa • 2026
Higher preoperative SII values were associated with less favourable early postoperative parameters, including postoperative lactate and creatinine levels, mechanical ventilation duration, and ICU LOS, while AIP was associated mainly with postoperative lactate and creatinine levels, suggesting these may serve as practical adjunctive markers reflecting preoperative inflammatory and atherogenic burden.
Key Findings
Results
Preoperative SII scores were significantly correlated with postoperative lactate levels in patients undergoing isolated elective CABG with CPB.
Correlation coefficient r = 0.421, p = 0.002
Study included 50 adult patients (mean age 61.8 ± 9.7 years, 64% male)
Median SII score was 762.4 (IQR 485.2–1189.6)
SII was calculated using the platelet × neutrophil/lymphocyte formula
Results
Preoperative SII scores were significantly correlated with ICU length of stay.
Correlation coefficient r = 0.368, p = 0.009
This association was not observed for AIP
Retrospective, single-centre, observational study design
Results
Preoperative SII scores were significantly correlated with duration of mechanical ventilation.
Correlation coefficient r = 0.331, p = 0.019
AIP did not show a significant association with mechanical ventilation duration
Sample size was 50 patients
Results
Preoperative SII scores were significantly correlated with postoperative creatinine levels.
Correlation coefficient r = 0.394, p = 0.005
AKI developed in 11 patients (22.0%), defined by creatinine-based criteria within the first 48 postoperative hours
Postoperative creatinine values were obtained from routine early postoperative laboratory records
Results
Preoperative AIP values showed a significant positive correlation with postoperative lactate levels.
Correlation coefficient r = 0.287, p = 0.043
Mean AIP score was 0.58 ± 0.21
AIP was calculated using the log10 (TG/HDL-C) formula with TG and HDL-C values recorded in mg/dL
Results
Preoperative AIP values showed a significant positive correlation with postoperative creatinine levels.
Correlation coefficient r = 0.302, p = 0.033
AIP did not show significant associations with ICU LOS or duration of mechanical ventilation
AKI incidence in the cohort was 22.0% (11 of 50 patients)
Results
AIP did not show a significant association with ICU length of stay or duration of mechanical ventilation.
In contrast, SII was significantly associated with both ICU LOS (r = 0.368, p = 0.009) and mechanical ventilation duration (r = 0.331, p = 0.019)
AIP was correlated only with postoperative lactate and creatinine
This distinction suggests SII may reflect a broader range of postoperative outcomes than AIP in this cohort
Results
The study population had a 22% incidence of acute kidney injury in the early postoperative period.
AKI developed in 11 of 50 patients (22.0%)
AKI was defined according to creatinine-based criteria within the first 48 postoperative hours
All patients underwent isolated elective coronary artery bypass grafting with cardiopulmonary bypass
Conclusions
The authors concluded that independent predictive value of SII and AIP cannot be inferred from these data and validation in larger, multicentre studies with adjusted models is needed.
The study is described as a 'preliminary retrospective study' with a small cohort of 50 patients
No multivariable-adjusted models were reported
Authors note the findings 'suggest that SII and AIP may serve as practical adjunctive markers' but caution against inferring independent predictive value
What This Means
This research suggests that two simple blood-test-derived scores — the Systemic Immune-Inflammation Index (SII) and the Atherogenic Index of Plasma (AIP) — measured before heart bypass surgery may be linked to how well patients recover in the early postoperative period. SII is calculated from routine blood counts (platelets, neutrophils, and lymphocytes), while AIP is calculated from a standard lipid panel (triglycerides and HDL cholesterol). In 50 patients who underwent coronary artery bypass grafting with a heart-lung machine, higher preoperative SII scores were associated with higher postoperative lactate levels (a marker of tissue stress), higher creatinine levels (a marker of kidney function), longer time on a breathing machine, and longer stays in the intensive care unit. Higher AIP scores were linked to worse lactate and creatinine values but not to ventilation time or ICU stay.
About 22% of patients in this study developed acute kidney injury within the first 48 hours after surgery, which is a clinically important complication. The findings indicate that inflammatory and atherogenic burden detectable before surgery — through these two indices — may contribute to worse short-term outcomes after the physical stress of surgery and use of the cardiopulmonary bypass machine.
This research is preliminary and was conducted at a single center with only 50 patients, and no statistical adjustments were made for other factors that could influence outcomes. The authors caution that these scores cannot yet be used as independent predictors of surgical outcomes, and larger, multi-center studies with more rigorous statistical methods are needed to confirm these associations. If validated, SII and AIP could offer clinicians a low-cost, readily available way to identify patients at higher risk of complications before elective coronary bypass surgery.
Göç &, Bağış M. (2026). Association of preoperative systemic immune-inflammation index and atherogenic index of plasma with early postoperative clinical outcomes in patients undergoing isolated elective coronary artery bypass grafting with cardiopulmonary bypass.. Cardiovascular journal of Africa. https://doi.org/10.5830/CVJA-2026-038