Skip to main content
Top
Published in: The journal of nutrition, health & aging 4/2022

01-04-2022 | General Anesthesia | Original Research

Association between Preoperative hs-CRP/Albumin Ratio and Postoperative SIRS in Elderly Patients: A Retrospective Observational Cohort Study

Authors: C. Chen, X. Chen, J. Chen, J. Xing, Z. Hei, Q. Zhang, Z. Liu, Shaoli Zhou

Published in: The journal of nutrition, health & aging | Issue 4/2022

Login to get access

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.
Appendix
Available only for authorised users
Literature
1.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
2.
go back to reference Brøchner AC, Toft P. Pathophysiology of the systemic inflammatory response after major accidental trauma. Scand J Trauma ResuscEmerg Med. 2009;17(1):43.CrossRef Brøchner AC, Toft P. Pathophysiology of the systemic inflammatory response after major accidental trauma. Scand J Trauma ResuscEmerg Med. 2009;17(1):43.CrossRef
3.
go back to reference Chakraborty RK, Burns B. Systemic Inflammatory Response Syndrome. In: StatPearls. StatPearls Publishing. Treasure Island, 2020. Chakraborty RK, Burns B. Systemic Inflammatory Response Syndrome. In: StatPearls. StatPearls Publishing. Treasure Island, 2020.
4.
go back to reference 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.CrossRef 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.CrossRef
5.
go back to reference Nakamon T, Kitirattrakarn P, Lojanapiwat B. Outcomes of percutaneous nephrolithotomy: comparison of elderly and younger patients. IntBraz J Urol. 2013;39(5):692–700. Nakamon T, Kitirattrakarn P, Lojanapiwat B. Outcomes of percutaneous nephrolithotomy: comparison of elderly and younger patients. IntBraz J Urol. 2013;39(5):692–700.
6.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
7.
go back to reference 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.CrossRefPubMedPubMedCentral 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.CrossRefPubMedPubMedCentral
8.
go back to reference Fowler AJ, Abbott TEF, Prowle J, et al. Age of patients undergoing surgery. Br J Surg. 2019;106(8):1012–1018.CrossRefPubMed Fowler AJ, Abbott TEF, Prowle J, et al. Age of patients undergoing surgery. Br J Surg. 2019;106(8):1012–1018.CrossRefPubMed
9.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
10.
go back to reference 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. 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.
11.
go back to reference 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.CrossRefPubMedPubMedCentral 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.CrossRefPubMedPubMedCentral
12.
go back to reference 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.CrossRefPubMedPubMedCentral 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.CrossRefPubMedPubMedCentral
13.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
14.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
15.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
16.
go back to reference 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.CrossRef 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.CrossRef
17.
go back to reference 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.CrossRefPubMedPubMedCentral 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.CrossRefPubMedPubMedCentral
18.
go back to reference 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. 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.
19.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
20.
go back to reference 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. 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.
21.
go back to reference 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.CrossRefPubMedPubMedCentral 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.CrossRefPubMedPubMedCentral
22.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
23.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
24.
go back to reference van der Laan M.J, Petersen M.L. Targeted Learning. Springer, Boston, MA, 2012. van der Laan M.J, Petersen M.L. Targeted Learning. Springer, Boston, MA, 2012.
25.
go back to reference 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.CrossRefPubMedPubMedCentral 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.CrossRefPubMedPubMedCentral
26.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
27.
go back to reference 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.CrossRefPubMedPubMedCentral 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.CrossRefPubMedPubMedCentral
28.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
29.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
30.
go back to reference 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.CrossRef 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.CrossRef
31.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
32.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
Metadata
Title
Association between Preoperative hs-CRP/Albumin Ratio and Postoperative SIRS in Elderly Patients: A Retrospective Observational Cohort Study
Authors
C. Chen
X. Chen
J. Chen
J. Xing
Z. Hei
Q. Zhang
Z. Liu
Shaoli Zhou
Publication date
01-04-2022
Publisher
Springer Paris
Published in
The journal of nutrition, health & aging / Issue 4/2022
Print ISSN: 1279-7707
Electronic ISSN: 1760-4788
DOI
https://doi.org/10.1007/s12603-022-1761-4

Other articles of this Issue 4/2022

The journal of nutrition, health & aging 4/2022 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine