Biomarkers and sepsis severity as predictors of mechanical ventilation and mortality in COVID-19

被引:0
|
作者
Jimenez-Zarazua, O. [1 ,2 ]
Velez-Ramirez, L. N. [3 ,4 ]
Mondragon, J. D. [5 ,6 ,7 ,8 ]
机构
[1] Hosp Gen Zona 21 IMSS, Dept Internal Med, Leon, Mexico
[2] Univ Nacl Autonoma Mexico, Escuela Nacl Estudios Super, Unidad Leon, Leon, Guanajuato, Mexico
[3] Hosp Gen Leon, Dept Radiol, Leon, Mexico
[4] Univ Guanajuato, Dept Med & Nutr, Leon, Guanajuato, Mexico
[5] Univ Groningen, Univ Med Ctr Groningen, Dept Neurol, Groningen, Netherlands
[6] Univ Nacl Autonoma Mexico, Inst Neurobiol, Dept Neurobiol Conductual & Cognit, Lab Psicofisiol, Queretaro, Mexico
[7] San Diego State Univ, Dept Psychol, Life Span Human Senses Lab, San Diego, CA USA
[8] Univ Med Ctr Groningen, Dept Neurol, POB 30001, NL-9700 RB Groningen, Netherlands
关键词
COVID-19; Hypoalbuminemia; Lactate/albumin ratio; Sepsis; Septic shock; Survival rate; INTERNATIONAL CONSENSUS DEFINITIONS; SEPTIC SHOCK; LACTATE;
D O I
10.1016/j.heliyon.2024.e28521
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Introduction: Patients with septic shock face an elevated risk of mortality compared to those with sepsis. Several biomarkers, including lactate dehydrogenase, albumin, and lactate/albumin (L/A), have been associated with increased mortality in COVID-19 patients. This study aims to assess the relationship between sepsis, septic shock, and mortality, as well as the need for mechanical ventilation in COVID-19 patients. Demographic, sepsis severity factors, and biomarkers are examined. Methods: A retrospective case series from June 2020 to March 2021 included 490 patients diagnosed with sepsis or septic shock secondary to SARS-CoV-2 pneumonia. Time-to-event analyses were conducted for mechanical ventilation and mortality. Statistical significance was set at p <= .0038. Serum lactate, albumin, lactate/albumin ratio, C-reactive protein, platelet levels, and three sepsis severity scales, (CCI, SOFA, APACHE IV) were assessed. Results: Sepsis was identified in 352 patients (71.8%), while 138 had septic shock. Patients with septic shock were more likely to require invasive ventilator support. Factors associated with a higher risk of intubation included higher APACHE IV scores, elevated serum albumin levels, and increased L/A ratio. L/A ratio and serum lactate levels demonstrated the best diagnostic accuracy for mechanical ventilation (AUC, 0.964 and 0.946, respectively), mortality (AUC, 0.926 and 0.887, respectively). Discussion: Increased C-reactive protein, combined with increased serum lactate and a high lactate/albumin ratio, may assist clinicians in identifying COVID-19 patients at risk of mechanical ventilation and mortality upon admission. Optimal cut-off values for lactate (1.45-1.65 mmol/L) and L/A ratio (0.413) can aid in prioritizing medical care for at risk COVID-19 patients.
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页数:11
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