Abstract
Background
Guillain-Barré syndrome (GBS) is a common peripheral neuropathy with relatively heterogenous clinical manifestations. In severe cases, it can result in disabling neuromuscular symptoms and respiratory failure. In this study, we assessed whether the systemic immune-inflammation index (SII) is associated with respiratory failure in GBS patients.
Methods
We retrospectively analyzed clinicopathological data from GBS patients diagnosed in the First Affiliated Hospital of Kunming Medical University. SII was calculated based on counts of neutrophils (N), platelets (P), and lymphocytes (L). Receiver operating characteristic (ROC) curve analysis was used to determine the optimal cutoff values for SII, N, P, and L. Univariate and multivariate logistic regression were performed to determine the ability of the SII to predict respiratory failure.
Results
Among the 369 GBS patients in this study, 61 (16.5%) suffered respiratory failure. Multivariate logistic regression showed that N ≥ 6.03 × 109/l, Hughes Functional Grading Scale (HFGS) score ≥ 3 at admission, and SII ≥ 863.04 × 109/l can independently predict respiratory failure in GBS patients. SII showed higher predictive ability than N, based on area under the ROC curve (0.75 vs. 0.72).
Conclusion
SII may be a novel independent prognostic indicator of respiratory failure in GBS patients, helping physicians identify those at risk in a timely manner.
Similar content being viewed by others
Data availability
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
Code availability
The code used and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Jasti AK, Selmi C, Sarmiento-Monroy JC, Vega DA, Anaya JM, Gershwin ME (2016) Guillain-Barre syndrome: causes, immunopathogenic mechanisms and treatment. Expert Rev Clin Immunol 12(11):1175–1189
Wijdicks EF, Klein CJ (2017) Guillain-Barre syndrome. Mayo Clin Proc 92(3):467–479
Walgaard C, Lingsma HF, Ruts L, Drenthen J, van Koningsveld R, Garssen MJ et al (2010) Prediction of respiratory insufficiency in Guillain-Barre syndrome. Ann Neurol 67(6):781–787
Ethemoglu O, Calik M (2018) Effect of serum inflammatory markers on the prognosis of adult and pediatric patients with Guillain-Barre syndrome. Neuropsychiatr Dis Treat 14:1255–1260
Huang Y, Ying Z, Quan W, Xiang W, Xie D, Weng Y et al (2018) The clinical significance of neutrophil-to-lymphocyte ratio and monocyte-to-lymphocyte ratio in Guillain-Barre syndrome. Int J Neurosci 128(8):729–735
Ning P, Yang B, Yang X, Zhao Q, Huang H, Shen Q et al (2020) A nomogram to predict mechanical ventilation in Guillain-Barre syndrome patients. Acta Neurol Scand 142(5):466–474
Ning P, Yang B, Yang X, Huang H, Shen Q, Zhao Q, et al (2020) Clinical value of C-reactive protein/albumin ratio in Guillain-Barre syndrome. Neurol Sci.
Hu B, Yang XR, Xu Y, Sun YF, Sun C, Guo W et al (2014) Systemic immune-inflammation index predicts prognosis of patients after curative resection for hepatocellular carcinoma. Clin Cancer Res 20(23):6212–6222
Yang YL, Wu CH, Hsu PF, Chen SC, Huang SS, Chan WL et al (2020) Systemic immune-inflammation index (SII) predicted clinical outcome in patients with coronary artery disease. Eur J Clin Invest. 50(5):e13230
Chen JH, Zhai ET, Yuan YJ, Wu KM, Xu JB, Peng JJ et al (2017) Systemic immune-inflammation index for predicting prognosis of colorectal cancer. World J Gastroenterol 23(34):6261–6272
Gao Y, Zhang H, Li Y, Wang D, Ma Y, Chen Q (2018) Preoperative increased systemic immune-inflammation index predicts poor prognosis in patients with operable non-small cell lung cancer. Clin Chim Acta 484:272–277
Trifan G, Testai FD (2020) Systemic Immune-Inflammation (SII) index predicts poor outcome after spontaneous supratentorial intracerebral hemorrhage. J Stroke Cerebrovasc Dis. 29(9):105057
Hou D, Wang C, Luo Y, Ye X, Han X, Feng Y, et al (2020) Systemic immune-inflammation index (SII) but not platelet-albumin-bilirubin (PALBI) grade is associated with severity of acute ischemic stroke (AIS). Int J Neurosci 1–6
Kinar A, Ulu S, Bucak A, Kazan E (2020) Can Systemic Immune-Inflammation Index (SII) be a prognostic factor of Bell’s palsy patients? Neurol Sci
Asbury AK, Cornblath DR (1990) Assessment of current diagnostic criteria for Guillain-Barre syndrome. Ann Neurol 27(Suppl):S21–S24
Wu X, Li C, Zhang B, Shen D, Li T, Liu K et al (2015) Predictors for mechanical ventilation and short-term prognosis in patients with Guillain-Barre syndrome. Crit Care 19:310
Hughes RA, Newsom-Davis JM, Perkin GD, Pierce JM (1978) Controlled trial prednisolone in acute polyneuropathy. Lancet 2(8093):750–753
Fokke C, van den Berg B, Drenthen J, Walgaard C, van Doorn PA, Jacobs BC (2014) Diagnosis of Guillain-Barre syndrome and validation of Brighton criteria. Brain 137(Pt 1):33–43
Witsch J, Galldiks N, Bender A, Kollmar R, Bosel J, Hobohm C et al (2013) Long-term outcome in patients with Guillain-Barre syndrome requiring mechanical ventilation. J Neurol 260(5):1367–1374
van den Berg B, Walgaard C, Drenthen J, Fokke C, Jacobs BC, van Doorn PA (2014) Guillain-Barre syndrome: pathogenesis, diagnosis, treatment and prognosis. Nat Rev Neurol 10(8):469–482
Ozdemir HH (2016) Analysis of the albumin level, neutrophil-lymphocyte ratio, and platelet-lymphocyte ratio in Guillain-Barre syndrome. Arq Neuropsiquiatr 74(9):718–722
Sun Y, Li W, Li AJ, Su H, Yue J, Yu J (2019) Increased systemic immune-inflammation index independently predicts poor survival for hormone receptor-negative, HER2-positive breast cancer patients. Cancer Manag Res 11:3153–3162
Tao C, Wang J, Hu X, Ma J, Li H, You C (2017) Clinical value of neutrophil to lymphocyte and platelet to lymphocyte ratio after aneurysmal subarachnoid hemorrhage. Neurocrit Care 26(3):393–401
Acknowledgements
We thank the Guillain-Barré syndrome patients for their participation in our study.
Author information
Authors and Affiliations
Contributions
Conceptualization: Xiping Wu, Haifeng Wang, and Chang Ji; methodology: Guomin Xie and Shuqing Lin; formal analysis and investigation: Xiping Wu, Haifeng Wang, Guomin Xie, and Shuqing Lin; writing-original draft preparation: Xiping Wu; writing-review and editing: Xiping Wu and Chang Ji; Supervision: Chang Ji.
Corresponding author
Ethics declarations
Ethics approval
This study was approved by the Ethics Committee of the First Affiliated Hospital of Kunming Medical University.
Consent to participate
All patients provided written informed consent for their anonymized clinical data to be analyzed and published for research purposes.
Consent for publication
All patients provided written informed consent for their anonymized clinical data to be analyzed and published for research purposes.
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Heading
1. We show here the first evidence that one novel inflammatory marker, systemic immune-inflammation index (SII), is an independent predictor of respiratory failure in patients with Guillain-Barré syndrome.
2. We further show that the predictive ability of SII is better than that of neutrophils, platelets, and lymphocytes counts when considered individually.
3. We demonstrated that SII levels are associated with the severity of symptoms at admission and with short-term prognosis of the disease.
Rights and permissions
About this article
Cite this article
Wu, X., Wang, H., Xie, G. et al. Increased systemic immune-inflammation index can predict respiratory failure in patients with Guillain-Barré syndrome. Neurol Sci 43, 1223–1231 (2022). https://doi.org/10.1007/s10072-021-05420-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10072-021-05420-x