COMPARATIVE EVALUATION OF RAPID DIAGNOSTIC MODALITIES AND PROGNOSTIC BIOMARKERS IN ICU SEPSIS PATIENTS: A RETROSPECTIVE COHORT STUDY ON DIAGNOSTIC EFFICIENCY, BIOMARKER PERFORMANCE, AND SURVIVAL OUTCOMES
DOI:
https://doi.org/10.22159/ajpcr.2025v18i6.54623Keywords:
Sepsis, Diagnostic methods, Microfluidics, Biomarkers, Procalcitonin, C-reactive protein, Interleukin-6, Lactate, Intensive care unit, Patient outcomes.Abstract
Objectives: Researchers evaluated two objectives of this study: They compared modern molecular testing methods against standard blood cultures for pathogen identification in intensive care unit (ICU) sepsis patients. The study evaluated the prognostic value of biomarkers interleukin-6 (IL-6) and procalcitonin and C-reactive protein and lactate.
Methods: The research analyzed 275 adult sepsis patients at a tertiary care teaching hospital who received care in their ICU. The study divided participants according to their diagnostic testing approach. The researchers evaluated clinical parameters and biomarker levels, diagnosis timing, antimicrobial initiation, and patient outcomes through analysis of variance and logistic regression, Cox proportional hazards models, Kaplan–Meier survival analysis, and receiver operating characteristic curve analysis.
Results: Rapid diagnostic instruments enabled pathogen detection in a more timely fashion at which healthcare providers started proper antibiotic treatment (p<0.001). Patients who received their diagnosis through Microfluidics point-of-care and Multiplex polymerase chain reaction testing spent less time in both ICU and hospital facilities. The mortality rates between groups remained similar but elevated IL-6 and lactate levels strongly indicated poor clinical outcomes while IL-6 proved most effective for outcome prediction (area under the curve=0.85). The mortality risk decreased by 53% when antibiotics were administered early (p=0.001). None of the biomarkers proved reliable for predicting ICU stay duration.
Conclusion: Early detection of sepsis becomes more accurate when combined molecular diagnostics work with biomarker quantification for enhanced treatment accuracy. The combination of IL-6 and lactate proves to be a powerful indicator of negative clinical results. These research findings confirm the strategic value of fast diagnostics combined with biomarker risk evaluation for sepsis protocols at all levels of medical resource availability.
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References
Fleischmann C, Scherag A, Adhikari NK, Hartog CS, Tsaganos T, Schlattmann P, et al. Assessment of global incidence and mortality of hospital-treated sepsis. Current Estimates and Limitations. Am J Respir Crit Care Med. 2016;193(3):259-72. doi: 10.1164/rccm.201504- 0781OC, PMID 26414292
Rudd KE, Johnson SC, Agesa KM, Shackelford KA, Tsoi D, Kievlan DR, et al. Global, regional, and national sepsis incidence and mortality, 1990-2017: Analysis for the Global Burden of Disease Study. Lancet. 2020;395(10219):200-11. doi: 10.1016/S0140-6736(19)32989- 7, PMID 31954465
Rhodes A, Evans LE, Alhazzani W, Levy MM, Antonelli M, Ferrer R, et al. Surviving Sepsis Campaign: International guidelines for management of sepsis and septic shock: 2016. Intensive Care Med. 2017;43(3):304-77. doi: 10.1007/s00134-017-4683-6, PMID 28101605
Evans L, Rhodes A, Alhazzani W, Antonelli M, Coopersmith CM, French C, et al. Surviving sepsis Campaign: international guidelines for management of sepsis and septic shock 2021. Intensive Care Med. 2021;47(11):1181-247. doi: 10.1007/s00134-021-06506-y, PMID 34599691
Timbrook TT, Morton JB, McConeghy KW, Caffrey AR, Mylonakis E, LaPlante KL. The effect of molecular rapid diagnostic testing on clinical outcomes in bloodstream infections: A systematic review and meta-analysis. Clin Infect Dis. 2017;64(1):15-23. doi: 10.1093/cid/ciw649, PMID 27678085
Buchan BW, Ledeboer NA. Emerging technologies for the clinical microbiology laboratory. Clin Microbiol Rev. 2020;33(4):e00097-19. doi: 10.1128/CMR.00097-19
Lamy B, Dargère S, Arendrup MC, Parienti JJ, Tattevin P. How to optimize the use of blood cultures for the diagnosis of bloodstream infections? A state-of-the-art review. Front Microbiol. 2016;7:697. doi: 10.3389/fmicb.2016.00697, PMID 27242798
Mancini N, Clerici D, Diotti R, Perotti M, Ghidoli N, De Marco D, Pizzorno B, Emrich T, Burioni R, Ciceri F, Clementi M. Molecular diagnosis of sepsis in neutropenic patients with haematological malignancies. J Med Microbiol. 2008 May;57(Pt 5):601-604. doi: 10.1099/jmm.0.47732-0. PMID: 18436593.
Dark P, Blackwood B, Gates S, McAuley D, Perkins GD, McMullan R, et al. Accuracy of LightCyclerSeptiFast for the detection of bacteraemia and fungemia in critically ill patients: A systematic review and meta-analysis. Intensive Care Med. 2015;41(1):21-33. doi: 10.1007/s00134- 014-3516-6, PMID 25421467
Gu W, Deng X, Lee M, Sucu YD, Arevalo S, Stryke D, Federman S, Gopez A, Reyes K, Zorn K, Sample H, Yu G, Ishpuniani G, Briggs B, Chow ED, Berger A, Wilson MR, Wang C, Hsu E, Miller S, DeRisi JL, Chiu CY. Rapid pathogen detection by metagenomic next-generation sequencing of infected body fluids. Nat Med. 2021 Jan;27(1):115-124. doi: 10.1038/s41591-020-1105-z. Epub 2020 Nov 9. PMID: 33169017; PMCID: PMC9020267.
Assicot M, Gendrel D, Carsin H, Raymond J, Guilbaud J, Bohuon C. High serum procalcitonin concentrations in patients with sepsis and infection. Lancet. 1993;341(8844):515-8. doi: 10.1016/0140- 6736(93)90277-N, PMID 8094770
Ugarte H, Silva E, Mercan D, De Mendonça A, Vincent JL. Procalcitonin used as a marker of infection in the intensive care unit. Crit Care Med. 1999 Mar;27(3):498-504. doi: 10.1097/00003246-199903000-00024. PMID: 10199528.
Vincent JL, Moreno R, Takala J, Willatts S, De Mendonça A, Bruining H, et al. The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. On behalf of the Working Group on sepsis-related problems of the European Society of intensive care medicine. Intensive Care Med. 1996;22(7):707-10. doi: 10.1007/ BF01709751, PMID 8844239
Dewi TU, Instiaty, Sedono R, Aliska G, Azwar MK, Setiabudy R. Kidney injury molecule-1 as an early amikacin-induced nephrotoxicity marker in patients with sepsis hospitalized in the intensive care unit. Int J App Pharm. 2019;11 Suppl 1:278-9. doi: 10.22159/ijap.2019. v11s1.031
Nyandoro VO, Omolo CA, Ismail EA, Yong L, Govender T. Inflammation-responsive drug delivery nanosystems for treatment of bacterial-induced sepsis. Int J Pharm. 2023;644:123346. doi: 10.1016/j. ijpharm.2023.123346, PMID 37633537
Mittal M, Hiremath RN, Gaur N, Ghodke S, Basra SS, Verma V, et al. Utility of APACHEII, SAPS II, and SOFA scores as indicators of severity of sepsis and predictors of mortality in a tertiary care hospital. Asian J Pharm Clin Res. 2022;15(8):132-6. doi: 10.22159/ajpcr.2022. v15i8.44284
Kumar A, Roberts D, Wood KE, Light B, Parrillo JE, Sharma S, et al. Duration of hypotension before initiation of effective antimicrobial therapy is the critical determinant of survival in human septic shock. Crit Care Med. 2006;34(6):1589-96. doi: 10.1097/01. CCM.0000217961.75225.E9, PMID 16625125
Pierrakos C, Vincent JL. Sepsis biomarkers: A review. Crit Care. 2010;14(1):R15. doi: 10.1186/cc8872, PMID 20144219
Grumaz S, Stevens P, Grumaz C, Decker SO, Weigand MA, Hofer S, et al. Next-generation sequencing diagnostics of bacteremia in septic patients. Genome Med. 2016;8(1):73. doi: 10.1186/s13073-016-0326-8, PMID 27312297
Bozza FA, Salluh JI, Japiassú AM, Soares M, Assis EF, Gomes RN, et al. Cytokine profiles as markers of disease severity in sepsis: A multiplex analysis. Crit Care. 2007;11(2):R49. doi: 10.1186/cc5783, PMID 17448250
Seymour CW, Liu VX, Iwashyna TJ, Brunkhorst FM, Rea TD, Scherag A, et al. Assessment of clinical criteria for sepsis: for the third international consensus definitions for sepsis and septic shock (Sepsis-3). JAMA. 2016;315(8):762-74. doi: 10.1001/jama.2016.0288, PMID 26903335
Hotchkiss RS, Monneret G, Payen D. Sepsis-induced immunosuppression: from cellular dysfunctions to immunotherapy. Nat Rev Immunol. 2013;13(12):862-74. doi: 10.1038/nri3552, PMID 24232462
Shankar-Hari M, Phillips GS, Levy ML, Seymour CW, Liu VX, Deutschman CS, et al. Developing a new definition and assessing new clinical criteria for septic shock: For the third international consensus definitions for sepsis and septic shock (Sepsis-3). JAMA. 2016;315(8):775-87. doi: 10.1001/jama.2016.0289, PMID 26903336
Kollef MH, Sherman G, Ward S, Fraser VJ. Inadequate antimicrobial treatment of infections: A risk factor for hospital mortality among critically ill patients. Chest. 1999;115(2):462-74. doi: 10.1378/ chest.115.2.462, PMID 10027448
Rello J, Valenzuela-Sánchez F, Ruiz-Rodriguez M, Moyano S. Sepsis: A review of advances in management. Adv Ther. 2017;34(11):2393-411. doi: 10.1007/s12325-017-0622-8, PMID 29022217
Pinsky MR. Sepsis: A pro- and anti-inflammatory disequilibrium syndrome. Contrib Nephrol. 2010;165:14-24. doi: 10.1159/000313729, PMID 20472809
Deutschman CS, Tracey KJ. Sepsis: Current dogma and new perspectives. Immunity. 2014;40(4):463-75. doi: 10.1016/j. immuni.2014.04.001, PMID 24745331
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