The difference in hematocrit and albumin levels and the risk of sepsis for patients with acute pancreatitis: a retrospective cohort study based on the MIMIC-IV database
Keywords:
Hematocrit, Albumin, Sepsis, Pancreatitis, Mortality, Hematocrit-albumin, Acute pancreatitis, AssociationAbstract
BACKGROUND: Acute pancreatitis (AP) is a major cause of gastrointestinal hospitalization, with an annual global incidence of 3.07%. Severe AP develops in up to 20% of cases, with sepsis occurring in 40–70% of such cases, leading to higher mortality. The early detection of sepsis is crucial. Hematocrit (HCT) and albumin (ALB) levels are individually linked to sepsis. Their combined measure, HCT-ALB, indicates blood and nutritional health. HCT-ALB can predict sepsis and infection outcomes; however, its effectiveness in treating AP-related sepsis has not been investigated.
OBJECTIVE: This study aimed to examine the association between HCT-ALB values and sepsis risk in patients with AP.
METHODS: This retrospective cohort study used Medical Information Market for Intensive Care IV database data. The primary outcome was the risk of sepsis in patients with AP. The HCT-ALB value refers to the difference between HCT and ALB levels, which we categorized into three groups according to quantiles: < 0.5, 0.5–7.6, and ≥ 7.6. Logistic regression models were used to assess the association between HCT-ALB values and sepsis. The predictive value of HCT-ALB was assessed using a receiver operating characteristic curve. Subgroup analyses were conducted for different subgroups.
RESULTS: Among 565 patients with AP, 163 developed sepsis. In the multivariable model, HCT-ALB ≥ 7.60 was associated with sepsis risk for patients with AP [odds ratio (OR) 1.82, 95% confidence interval (CI) 1.06–3.14]. The area under the curve (AUC) value of HCT-ALB in predicting sepsis risk among patients with AP was 0.599 (95% CI 0.544–0.654), which was higher than that of the bedside index for severity in acute pancreatitis score (AUC 0.558, 95% CI 0.509–0.607). Subgroup analysis showed that HCT-ALB was only related to sepsis risk in male patients with acute kidney injury and Sequential Organ Failure Assessment in < 2 subgroups.
CONCLUSION: HCT-ALB values ≥ 7.6 were associated with increased sepsis risk in patients with AP. HCT-ALB may contribute to identifying the risk of sepsis in patients with AP.
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Lankisch PG, Apte M, Banks PA. Acute pancreatitis. Lancet. 2015;386(9988):85–96. https://doi.org/10.1016/s0140-6736(14)60649-8.
Iannuzzi JP, King JA, Leong JH, et al. Global incidence of acute pancreatitis is increasing over time: a systematic review and meta-analysis. Gastroenterology. 2022;162(1):122–34. https://doi.org/10.1053/j.gastro.2021.09.043.
Feng A, Ao X, Zhou N, et al. A novel risk-prediction scoring system for sepsis among patients with acute pancreatitis: a retrospective analysis of a large clinical database. Int J Clin Pract. 2022;2022:5435656. https://doi.org/10.1155/2022/5435656.
Kaukonen KM, Bailey M, Pilcher D, Cooper DJ, Bellomo R. Systemic inflammatory response syndrome criteria in defining severe sepsis. N Engl J Med. 2015;372(17):1629–38. https://doi.org/10.1056/NEJMoa1415236.
Stavropoulos K, Imprialos KP, Bouloukou S, Boutari C, Doumas M. Hematocrit and stroke: a forgotten and neglected link? Semin Thromb Hemost. 2017;43(6):591–8. https://doi.org/10.1055/s-0037-1602663.
Peng X, Chen C, Chen J, et al. Tree-based, two-stage risk factor analysis for postoperative sepsis based on sepsis-3 criteria in elderly patients: a retrospective cohort study. Front Public Health. 2022;10:1006955. https://doi.org/10.3389/fpubh.2022.1006955.
Wiedermann CJ. Hypoalbuminemia as surrogate and culprit of infections. Int J Mol Sci. 2021;22(9). https://doi.org/10.3390/ijms22094496.
Cabrerizo S, Cuadras D, Gomez-Busto F, et al. Serum albumin and health in older people: review and meta-analysis. Maturitas. 2015;81(1):17–27. https://doi.org/10.1016/j.maturitas.2015.02.009.
Hu J, Lv C, Hu X, Liu J. Effect of hypoproteinemia on the mortality of sepsis patients in the ICU: a retrospective cohort study. Sci Rep. 2021;11(1):24379. https://doi.org/10.1038/s41598-021-03865-w.
Dai DM, Cao J, Yang HM, et al. Hematocrit and plasma albumin levels difference may be a potential biomarker to discriminate preeclampsia and eclampsia in patients with hypertensive disorders of pregnancy. Clin Chim Acta. 2017;464:218–22. https://doi.org/10.1016/j.cca.2016.12.001.
Wang Z, Zhang L, Li S, et al. The relationship between hematocrit and serum albumin levels difference and mortality in elderly sepsis patients in intensive care units - a retrospective study based on two large databases. BMC Infect Dis. 2022;22(1):629. https://doi.org/10.1186/s12879-022-07609-7.
Dai DM, Wang D, Hu D, et al. Difference in hematocrit and plasma albumin levels as an additional biomarker in the diagnosis of infectious disease. Arch Med Sci. 2020;16(3):522–30. https://doi.org/10.5114/aoms.2019.86898.
Wu S, Zhou Q, Cai Y, Duan X. Development and validation of a prediction model for the early occurrence of acute kidney injury in patients with acute pancreatitis. Ren Fail. 2023;45(1):2194436. https://doi.org/10.1080/0886022x.2023.2194436.
Jiang Z, An X, Li Y, et al. Construction and validation of a risk assessment model for acute kidney injury in patients with acute pancreatitis in the intensive care unit. BMC Nephrol. 2023;24(1):315. https://doi.org/10.1186/s12882-023-03369-x.
Singer M, Deutschman CS, Seymour CW, et al. The third international consensus definitions for sepsis and septic shock (Sepsis-3). JAMA. 2016;315(8):801–10. https://doi.org/10.1001/jama.2016.0287.
Sevuk U, Cakil N, Altindag R, et al. Relationship between nadir hematocrit during cardiopulmonary bypass and postoperative hyperglycemia in nondiabetic patients. Heart Surg Forum. 2014;17(6):E302–E307. https://doi.org/10.1532/hsf98.2014437.
Ni T, Wen Y, Wang Y, et al. Association between albumin or prealbumin levels at different stages and prognosis in severe acute pancreatitis: a 5-year retrospective study. Sci Rep. 2022;12(1):16792. https://doi.org/10.1038/s41598-022-21278-1.
Xu X, Ai F, Huang M. Deceased serum bilirubin and albumin levels in the assessment of severity and mortality in patients with acute pancreatitis. Int J Med Sci. 2020;17(17):2685–95. https://doi.org/10.7150/ijms.49606.
Arnau-Barrés I, Güerri-Fernández R, Luque S, et al. Serum albumin is a strong predictor of sepsis outcome in elderly patients. Eur J Clin Microbiol Infect Dis. 2019;38(4):743–6. https://doi.org/10.1007/s10096-019-03478-2.
Zhang Z, Pereira SL, Luo M, Matheson EM. Evaluation of blood biomarkers associated with risk of malnutrition in older adults: a systematic review and meta-analysis. Nutrients. 2017;9(8). https://doi.org/10.3390/nu9080829.
Xu Q, Zhu C, Zhang Q, et al. Association between fibrinogen-to-albumin ratio and prognosis of patients with heart failure. Eur J Clin Invest. 2023;53(10):e14049. https://doi.org/10.1111/eci.14049.
Vincent JL, Russell JA, Jacob M, et al. Albumin administration in the acutely ill: what is new and where next? Crit Care. 2014;18(4):231. https://doi.org/10.1186/cc13991.
Bihari S, Bannard-Smith J, Bellomo R. Albumin as a drug: its biological effects beyond volume expansion. Crit Care Resusc. 2020;22(3):257–65. https://doi.org/10.1016/s1441-2772(23)00394-0.
Liu Q, Zheng HL, Wu MM, et al. Association between lactate-to-albumin ratio and 28-days all-cause mortality in patients with acute pancreatitis: a retrospective analysis of the MIMIC-IV database. Front Immunol. 2022;13(1076121). https://doi.org/10.3389/fimmu.2022.1076121.
Wu BU, Johannes RS, Sun X, et al. The early prediction of mortality in acute pancreatitis: a large population-based study. Gut. 2008;57(12):1698–703. https://doi.org/10.1136/gut.2008.152702.
Kapadia NN, Siddiqui E. Bedside index (BISAP) v/s Ranson scores in predicting mortality and severity in patients with acute pancreatitis. J Pak Med Assoc. 2021;71(8):1988–91. https://doi.org/10.47391/jpma.03-417.
Chandra S, Murali A, Bansal R, Agarwal D, Holm A. The bedside index for severity in acute pancreatitis: a systematic review of prospective studies to determine predictive performance. J Community Hosp Intern Med Perspect. 2017;7(4):208–13. https://doi.org/10.1080/20009666.2017.1361292.
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