Abstract
Objectives
Systemic inflammatory response syndrome (SIRS) is one of the severe postoperative complications in elderly patients and seriously affects their prognosis and survival rate. Heretofore, there have been no reliable and accurate methods to predict postoperative SIRS in elderly patients. The aim of this study was to determine whether increased preoperative hs-CRP/albumin ratio (CAR) was associated with postoperative SIRS in elderly population.
Methods
The data of patients aged ≥ 65 years who underwent general anesthesia in two centers of Third Affiliated Hospital of Sun Yat-sen University between January 2015 and September 2020 were retrieved and analyzed. Based on the perioperative dataset, we used the targeted maximum likelihood estimation (TMLE) to estimate the association between preoperative CAR and postoperative SIRS in elderly population. Patients’ CAR was calculated and divided into two groups (< 0.278 and ≥ 0.278) according to its normal range in our hospital. Adjusted odd ratios (aORs) and 95% confidence intervals (CIs) were calculated respectively. Further sensitivity analyses were conducted to evaluate the robustness of the results.
Results
A total of 16141 elderly patients were accessed and 7009 of them were enrolled in the final analysis, and 1674 (23.9%) patients developed SIRS within 3 days after surgery. Compared with non-SIRS patients, patients with SIRS had a significantly longer postoperative hospitalization, higher cost and higher risk of in-hospital mortality. Compared with patients with preoperative CAR < 0.278, we found that CAR ≥ 0.278 had a significantly higher risk for the development of postoperative SIRS after multivariable adjustment [aOR = 1.27; 95% CI (1.21, 1.33)]. The interaction effect of preoperative CAR ≥ 0.278 and SIRS was stronger among patients with the following characteristics: aged ≥ 75 years, male, comorbid with diabetes mellitus and admitted to ICU after surgery, duration of surgery < 120 minutes, underwent cerebral surgery or skin, spine and joint surgery (all P < 0.001). The above results remained robust in the sensitivity analysis.
Conclusions
Preoperative CAR ≥ 0.278 was significantly associated with increased risk of postoperative SIRS in elderly patients. Special attention should be paid to elderly patients with a preoperative CAR ≥ 0.278 so as to reduce the incidence of postoperative SIRS.
Similar content being viewed by others
Availability of Data and Material
The raw data supporting the conclusions of this article will be made available by the corresponding authors via email.
References
Baue AE, Durham R, Faist E. Systemic inflammatory response syndrome (SIRS), multiple organ dysfunction syndrome (MODS), multiple organ failure (MOF): are we winning the battle? Shock.1998;10(2):79–89.
Brøchner AC, Toft P. Pathophysiology of the systemic inflammatory response after major accidental trauma. Scand J Trauma ResuscEmerg Med. 2009;17(1):43.
Chakraborty RK, Burns B. Systemic Inflammatory Response Syndrome. In: StatPearls. StatPearls Publishing. Treasure Island, 2020.
Wang M, Jiang L, Zhu B, et al. The Prevalence, Risk Factors, and Outcomes of Sepsis in Critically Ill Patients in China: A Multicenter Prospective Cohort Study. Front Med (Lausanne). 2020;7:593808.
Nakamon T, Kitirattrakarn P, Lojanapiwat B. Outcomes of percutaneous nephrolithotomy: comparison of elderly and younger patients. IntBraz J Urol. 2013;39(5):692–700.
Cheng B, Xie G, Yao S, et al. Epidemiology of severe sepsis in critically ill surgical patients in ten university hospitals in China. Crit Care Med. 2007;35(11):2538–2546.
Boonmee P, Ruangsomboon O, Limsuwat C, et al. Predictors of Mortality in Elderly and Very Elderly Emergency Patients with Sepsis: A Retrospective Study. West J Emerg Med. 2020;21(6):210–218.
Fowler AJ, Abbott TEF, Prowle J, et al. Age of patients undergoing surgery. Br J Surg. 2019;106(8):1012–1018.
Nouvenne A, Ticinesi A, Lauretani F, et al. The prognostic value of high-sensitivity C-reactive protein and prealbumin for short-term mortality in acutely hospitalized multimorbid elderly patients: aprospective cohort study. J Nutr Health Aging. 2016;20(4):462–468.
Cetinkaya M, Buldu I, Kurt O, et al. Platelet-to-Lymphocyte Ratio: A New Factor for Predicting Systemic Inflammatory Response Syndrome after Percutaneous Nephrolithotomy. UrolJ. 2017;14(5):4089–4093.
Tang K, Liu H, Jiang K, et al. Predictive value of preoperative inflammatory response biomarkers for metabolic syndrome and post-PCNL systemic inflammatory response syndrome in patients with nephrolithiasis. Oncotarget. 2017;8(49):85612–85627.
Ruan L, Chen G, Liu Z, et al. The combination of procalcitonin and C-reactive protein or presepsin alone improves the accuracy of diagnosis of neonatal sepsis: a meta-analysis and systematic review. Crit Care. 2018;22(1):316.
Di Napoli M, Behrouz R, Topel CH, et al. Hypoalbuminemia, systemic inflammatory response syndrome, and functional outcome in intracerebral hemorrhage. J Crit Care. 2017;41:247–253.
Sullivan DH, Johnson LE, Dennis RA, et al. The interrelationships among albumin, nutrient intake, and inflammation in elderly recuperative care patients. J Nutr Health Aging. 2011;15(4):311–315.
Arnau-Barrés I, Güerri-Fernández R, Luque S, Sorli L, et al. Serum albumin is a strong predictor of sepsis outcome in elderly patients. Eur J Clin Microbiol Infect Dis. 2019;38(1):743–746.
Kim MH, Ahn JY, Song JE, et al. The C-Reactive Protein/Albumin Ratio as an Independent Predictor of Mortality in Patients with Severe Sepsis or Septic Shock Treated with Early Goal-Directed Therapy. PloSone. 2015;10(7):e0132109.
Kahraman S, Dogan AC, Demirci G, et al. The Prognostic Value of C-reactive Protein to Albumin Ratio in Patients with Isolated Degenerative Aortic Valve Stenosis Undergoing Surgical Aortic Valve Replacement. Braz J Cardiovasc Surg. 2020;35(3):299–306.
Yu J, Park JY, Ha S, et al. C-reactive Protein/Albumin Ratio and Acute Kidney Injury after Radical Cystectomy among Elderly Patients: A Propensity Score-Matched Analysis. Dis Markers. 2020;2020(2):1–11.
Wang H, Chang Y, Cui ZZ, et al. Admission C-Reactive Protein-to-Albumin Ratio Predicts the 180-Day Mortality of AIDS-Related Pneumocystis Pneumonia. AIDS research and human retroviruses. 2020;36(9):753–761.
Chen YH, Wang L, Feng SY, et al. The Relationship between C-Reactive Protein/ Albumin Ratio and Disease Activity in Patients with Inflammatory Bowel Disease. Gastroenterol Res Pract. 2020;2020(11):1–8.
Cui X, Jia Z, Chen D, et al. The prognostic value of the C-reactive protein to albumin ratio in cancer: An updated meta-analysis. Medicine. 2020;99(14):e19165.
Xu H, Hu L, Wei X, et al. The Predictive Value of Preoperative High-Sensitive C-Reactive Protein/Albumin Ratio in Systemic Inflammatory Response Syndrome After Percutaneous Nephrolithotomy. J Endourol. 2019;33(1):1–8.
Levy MM, Fink MP, Marshall JC, et al. 2001 SCCM/ESICM/ACCP/ATS/SIS International Sepsis Definitions Conference. Crit Care Med. 2003;31(4):1250–1256.
van der Laan M.J, Petersen M.L. Targeted Learning. Springer, Boston, MA, 2012.
Lioutas VA, Beiser AS, Aparicio HJ, et al. Assessment of Incidence and Risk Factors of Intracerebral Hemorrhage Among Participants in the Framingham Heart Study Between 1948 and 2016. JAMA Neurol. 2020;77(10):1252–1260.
Jia L, Hao L, Li X, et al. Comparing the predictive values of five scales for 4-year all-cause mortality in critically ill elderly patients with sepsis. Ann Palliat Med. 2021;10(1):2387–2397.
Ji C, Rong Y, Wang J, et al. Establishment of a nomogram for predicting the surgical difficulty of anterior cervical spine surgery. BMC Surg. 2021;21(1):170.
Sun LY, Wijeysundera DN, Tait GA, et al. Association of intraoperative hypotension with acute kidney injury after elective noncardiac surgery. Anesthesiology. 2015;123(3):515–23.
Ishida S, Hashimoto I, Seike T, et al. Serum albumin levels correlate with inflammation rather than nutrition supply in burns patients: a retrospective study. J Med Invest. 2014;61(3–4):361–368.
Akirov A, Masri-Iraqi H, Atamna A, et al. Low Albumin Levels Are Associated with Mortality Risk in Hospitalized Patients. Am J Med. 2017;130(12):1465.e11–1465.e19.
De Magistris L, Paquette B, Orry D, et al. Preoperative inflammation increases the risk of infection after elective colorectal surgery: results from a prospective cohort. Int J Colorectal Dis. 2016;31(9):1611–1617.
Dieleman JM, Peelen LM, Coulson TG, et al. Age and other perioperative risk factors for postoperative systemic inflammatory response syndrome after cardiac surgery. Br J Anaesth. 2017;119(4):637–644.
Funding
Funding: This study was supported partly by the National Natural Science Foundation of China (Grant No. 82102297 and 81974296), Postdoctoral Science Foundation of China (Grant No. 2019M663260) and Basic and Applied Basic Research Foundation of Guangdong Province (Grant No. 2019A1515110020).
Author information
Authors and Affiliations
Contributions
Chaojin Chen,Ph.D. This author helped with research conceptualization and design, patient recruitment, data collection, data interpretation, and writing and final approval of the manuscript. Xiaorui Chen, M.M. This author helped with the literature research, data interpretation, and writing and final approval of the manuscript. Jingjing Chen,M.M. This author helped with the data analysis, data interpretation, and writing and final approval of the manuscript. Jibin Xing, M.D. This author helped with patient recruitment, data collection, data interpretation, and final approval of the manuscript. Ziqing Hei, Ph.D. This author helped with patient recruitment, data collection, data interpretation, and final approval of the manuscript. Qi Zhang, M.D. This author helped with patient recruitment, data collection, data interpretation, and final approval of the manuscript. Zifeng Liu, M.D. This author helped with research conceptualization and design, data analysis, and writing and final approval of the manuscript. Shaoli Zhou, M.D. This author helped with research conceptualization and design and writing and final approval of the manuscript.
Corresponding author
Ethics declarations
This study was approved by the Institutional Ethics Committee from the two hospitals and was censored on 14 May 2021 (No.[2019]02-609-02). The requirement for informed consent and clinical trial registration were waived by the committee.
Additional information
Conflicts of Interest
The authors declare that they have no conflicts of interest.
Electronic supplementary material
12603_2022_1761_MOESM1_ESM.docx
Association between Preoperative hs-CRP/Albumin Ratio and Postoperative SIRS in Elderly Patients: A Retrospective Observational Cohort Study, approximately 28 KB.
Rights and permissions
About this article
Cite this article
Chen, C., Chen, X., Chen, J. et al. Association between Preoperative hs-CRP/Albumin Ratio and Postoperative SIRS in Elderly Patients: A Retrospective Observational Cohort Study. J Nutr Health Aging 26, 352–359 (2022). https://doi.org/10.1007/s12603-022-1761-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12603-022-1761-4