High-sensitivity C-reactive protein/albumin (hs-CRP/albumin) ratio as a predictor of deterioration of clinical outcome in central nervous system infections



Hanifah Fajarisna Hayati(1*), Sekar Satiti(2), Paryono Paryono(3), Umi Intansari(4), Sri Sutarni(5), Subagya Subagya(6), Indarwati Indarwati(7), Ismail Setyopranoto(8)

(1) Neurology Resident, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada/ Dr. Sardjito General Hospital, Yogyakarta
(2) Department of Neurology, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital, Yogyakarta
(3) Department of Neurology, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital, Yogyakarta
(4) Department of Clinical Pathology, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital, Yogyakarta
(5) Department of Neurology, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital, Yogyakarta
(6) Department of Neurology, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital, Yogyakarta
(7) Department of Neurology, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital, Yogyakarta
(8) Department of Neurology, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital, Yogyakarta
(*) Corresponding Author

Abstract


Central nervous system (CNS) infections such as encephalitis, meningitis, or myelitis have high morbidity and mortality in Indonesia. High sensitivity C-reactive protein (hs-CRP) is a sensitive marker of acute inflammation, while albumin is the most abundant protein component in plasma and cerebrospinal fluid (CSS). Infection triggers an inflammatory response so that an increase in the hs-CRP/albumin ratio (CAR) can be a predictor of worsening clinical outcome in patients with CNS infections. However, studies examining the predictor value of serum and CSF CAR on worsening clinical outcomes of patients are limited, particularly in CNS infections. The purpose of this study was to prove the CAR as a predictor of worsening clinical outcome in patients with CNS infections.  It was an observational study using a prospective cohort design. Fifty subjects recruited until October 2021 at Dr. Sardjito General Hospital were involved.  The multivariate regression analysis showed that serum CAR (OR=3.604; 95%CI=1.487-8.736; p =0.005) could be a single predictor. However, by combining three variables, namely serum CAR, CSF CAR, and decreased consciousness at admission, could be a stronger predictor of worsening clinical outcome in patients with CNS infection (AUC = 97.1%; 95%CI = 0.929-1.00; p <0.001). The optimal cut-off value for serum CAR was 1.35 (Youden index = 0.88, sensitivity = 96%, specificity = 92%) while for CSF CAR was 0.14 (Youden index = 0.60, sensitivity = 76%, specificity = 84%). In conclusion, a combination predictive model of three variables, namely serum CAR, CSF CAR, and awareness at admission can be a stronger predictor of clinical outcome in patients with CNS infection than serum CAR alone.


Keywords


central nervous system infection; Barthel index; CSF hs-CRP/albumin ratio; serum hs-CRP/albumin ratio; cut-off value

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References


1. Imran D, Estiasari R, Mahariani K, Sucipto, Lestari DC, Yunus RD. Presentation, etiology, and outcome of brain infections in an Indonesian hospital: a cohor study. Neurol Clin Pract 2018; 8(5):379-88.
https://doi.org/10.1212/CPJ.0000000000000517
2. Murray CJ. Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990-2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet 2018; 392(10159):1789-858.
https://doi.org/10.1016/S0140-6736(18)32279-7
3. Perhimpunan Dokter Saraf Indonesia. Modul neuroinfeksi. Malang: UB Press, 2019.
4. Oh J, Kim SH, Park KN, Oh SH, Kim YM, Kim HJ, et al. High-sensitivity C-reactive protein/ albumin ratio as a predictor of inhospital mortality in older adults admitted to the emergency department. Clin Exp Emerg Med 2017; 4(1):19-24.
https://doi.org/10.15441/ceem.16.158
5. Idicula T, Brogger J, Naess H, Andreassen U, Thomassen L. Admission C – reactive protein after acute ischemic stroke is associated with stroke severity and mortality: the 'Bergen stroke study'. BMC Neurology 2009; 9:18.
https://doi.org/10.1186/1471-2377-9-18
6. Winbeck K, Poppert H, Etgen T, Conrad B, Sander D. Prognostic relevance of early serial C-reactive protein measurements after first ischemic stroke. Stroke 2002; 33(10):2459-64.
https://doi.org/10.1161/01.str.0000029828.51413.82
7. Park JE, Chung KS, Song JH, Kim SY, Kim EY, Jung JY, et al. The C-reactive protein/albumin ratio as a predictor of mortality in critically Ill patients. J Clin Med 2018; 7(10):333.
https://doi.org/10.3390/jcm7100333
8. Ranzani OT, Zampieri FG, Forte DN, Azevedo LC, Park M. C-Reactive protein/albumin ratio predicts 90-day mortality of septic patients. PLoS One 2013; 8(3):e59321.
https://doi.org/10.1371/journal.pone.0059321
9. Hamsa BT, Srinivasa SV, Raveesha A. C-reactive protein/albumin ratio as a predictor of 28 day mortality in patients with sepsis. Int J Res Med Sci 2020; 8(2):503-7.
https://doi.org/10.18203/2320-6012.ijrms20200225
10. Zhang D, Yan H, Wei Y, Liu X, Liu X, Zhuang Z. C-reactive protein/albumin ratio correlates with disease severity and predicts outcome in patients with aneurysmal subarachnoid hemorrhage. Front Neurol 2019; 10:1186.
https://doi.org/10.3389/fneur.2019.01186
11. Kim MH, Ahn JY, Song JE, Choi H, Ann HW, Kim JK, 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. PLoS ONE 2019; 14(11):e0225620.
https://doi.org/10.1371/journal.pone.0225620
12. Hasbun R, Garcia M, Kellaway J, Baker L, Salzar L, Woods SP, et al. West nile virus retinopathy and associations with long term neurological and neurocognitive sequelae. PLoS One 2016; 11(3):e0148898.
https://doi.org/10.1371/journal.pone.0148898
13. Gray BM, Simmons D, Mason H, Barnum S, Volanakis JE. Quantitative levels of C-reactive protein in cerebrospinal fluid in patients with bacterial meningitis and other conditions. J Pediatr 1985; 108(5 pt 1):665-70.
https://doi.org/10.1016/s0022-3476(86)81038-1
14. Ibrahim KA, Abdel-Wahab AA, Ibrahim AS. Diagnostic value of serum procalcitonin levels in children with meningitis: a comparison with blood leukocyte count and C-reactive protein. J Pak Med Assoc 2011; 61(4):346-51.
15. Wang J, Wu X, Tian Y, Li X, Zhao X, Zhang M. Dynamic changes and diagnostic and prognostic significance of serum PCT, hs-CRP and s-100 protein in central nervous system infection. Exp Ther Med 2018; 16(6):5156-60.
https://doi.org/10.3892/etm.2018.6866
16. Färkkilä M, Tiainen T, Koskiniemi M. Epidemiology and prognosis of acute myelitis in Southern Finland. J Neurol Sci 1997; 152(2):140-6.
https://doi.org/10.1016/s0022-510x(97)00160-3
17. Harzheim M, Schlegel U, Urbach H, Klockgether T, Schmidt, S. Discriminatory features of acute transverse myelitis: a retrospective analysis of 45 patients. J Neurol Sci 2004; 217(2):217-23.
https://doi.org/10.1016/j.jns.2003.10.009
18. Chow CCN, Magnussen J, Ip J, Su Y. Acute transverse myelitis in COVID-19 infection. BMJ Case Rep 2020; 13(8):e236720.
https://doi.org/10.1136/bcr-2020-236720
19. Vincent JL, Dubois MJ, Navickis RJ, Wilkes MM. Hypoalbuminemia in acute illness: is there a rationale for intervention? a meta-analysis of cohort studies and controlled trials. Ann Surg 2003; 237(3):319-34.
https://doi.org/10.1097/01.SLA.0000055547.93484.87
20. Belagavi AC, Shalini M. Cerebrospinal fluid C-reactive protein and adenosine deaminase in meningitis in adults. J Assoc Physicians India 2011; 59:557-60.
21. Noureldein M, Mardare R, Pickard J, Shing HL, Eisenhut M. Cerebrospinal fuid protein and glucose levels in neonates with a systemic infammatory response without meningitis. Fluids Barriers CNS 2018; 15(1):8.
https://doi.org/10.1186/s12987-018-0095-4
22. Bender M, Haferkorn K, Friedrich M, Uhl E, Stein M. Impact of early C-reactive protein/albumin ratio on intra-hospital mortality among patients with spontaneous intracerebral hemorrhage. J Clin Med 2020; 9(4):1236.
https://doi.org/10.3390/jcm9041236
23. Karakoyun I, Colak A, Turken M, Altin Z, Arslan FD, Iyilikci V, et al. Diagnostic utility of C-reactive protein to albumin ratio as an early warning sign in hospitalized severe COVID-19 patients. Int Immunopharmacol 2021; 91:107285.
https://doi.org/10.1016/j.intimp.2020.107285




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