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Trauma
Predictive value of initial lactate levels for mortality and morbidity in critically ill pediatric trauma patients: a retrospective study from a Turkish pediatric intensive care unit
Abdulrahman Özel, Esra Nur İlbeği, Servet Yüce
Acute Crit Care. 2025;40(1):87-94.   Published online February 18, 2025
DOI: https://doi.org/10.4266/acc.003528
  • 6,921 View
  • 184 Download
  • 4 Web of Science
  • 5 Crossref
AbstractAbstract PDF
Background
This study investigated the relationship between initial lactate levels and both mortality and morbidity in critically ill pediatric trauma patients requiring intensive care.
Methods
This retrospective study at tertiary center’s pediatric intensive care unit from January 2020 to June 2024 aimed to characterize trauma patients and assess admission lactate levels' prognostic value.
Results
A total of 190 critically ill pediatric trauma patients were included in the study. The mortality rate was 7.9%, with most deaths occurring within the first 48 hours of admission. Initial lactate levels ≥6.9 mmol/L demonstrated moderate predictive power (area under the curve [AUC], 0.878) for mortality. Pediatric Risk of Mortality III (PRISM III) score showed good predictive ability (AUC, 0.922), while Pediatric Trauma Scores exhibited variable predictive performance (AUC, 0.863). Higher initial lactate levels were significantly associated with severe brain injury, the need for intubation, and an increased incidence of thoracic or abdominal injuries.
Conclusions
Initial lactate levels and PRISM III score are effective predictors of mortality in critically ill pediatric trauma patients. Lactate levels ≥5 mmol/L upon admission should prompt close monitoring and consideration of aggressive management strategies.

Citations

Citations to this article as recorded by  
  • Beyond survival: Early markers of poor outcome in pediatric trauma
    Kubra Boydag Guvenc, Ebru Guney Sahin, Idris Abdullah Yılmaz, Refik Ozturk, Ceyhan Sahin, Fatih Varol, Cansu Durak
    The American Journal of Emergency Medicine.2026; 101: 103.     CrossRef
  • PIM2, lactate, and trauma score to predict mortality in critically ill pediatric trauma patients
    Luciana G. Barcellos, Fernanda M. Rubin, Ana Paula P. da Silva, Júlia L. Vieira, Luciane G. da Cunha, Lucinara V. Enéas Machado, Geniara da S. Conrado, Cristian T. Tonial
    Jornal de Pediatria.2026; 102(2): 101509.     CrossRef
  • Prognostic value of lactate-to-albumin ratio and inflammatory indices in pediatric traumatic brain injury: A comparative study with PRISM III
    Özlem Bostan Gayret, Abdulrahman Özel, Servet Yüce, Harun Çatak, Selen Mandel Işikli, Meltem Erol
    Medicine.2026; 105(8): e47689.     CrossRef
  • Incidence, severity and outcomes of hypoxemia in paediatric emergencies seen at a tertiary hospital in Southern Nigeria
    Moses T. Abiodun, Gabriel Oziegbe, Imuwahen A. Mbarie, Wilson O. Osarogiagbon, Collins E. Etin-Osa, Rosena O. Oluwafemi, Godwin E. Okungbowa, Ovonomo Ewhe, Rahmon Olusola, Benjamin Nandom, Adesuwa Kpongo-Ogieva, Jane Aghama, Cyril Oputa
    International Journal of Contemporary Pediatrics.2025; 12(8): 1289.     CrossRef
  • Prognostic value of the lactate dehydrogenase-to-albumin ratio for predicting mortality in critically ill pediatric patients: a retrospective cohort study
    Ming Liu, Yunpeng Gou, Ping Yang
    Frontiers in Pediatrics.2025;[Epub]     CrossRef
Trauma
Role of platelet-to-lymphocyte ratio at the time of arrival to the emergency room as a predictor of short-term mortality in trauma patients with severe trauma team activation
Jae Kwang Kim, Kyung Hoon Sun
Acute Crit Care. 2024;39(1):146-154.   Published online February 15, 2024
DOI: https://doi.org/10.4266/acc.2023.01319
  • 10,696 View
  • 290 Download
  • 5 Web of Science
  • 8 Crossref
AbstractAbstract PDF
Background
Platelet-to-Lymphocyte ratio (PLR) has been studied as a prognostic factor for various diseases and traumas. This study examined the utility of PLR as a tool for predicting 30-day mortality in patients experiencing severe trauma.
Methods
This study included 139 patients who experienced trauma and fulfilled ≥1 criteria for activation of the hospital’s severe trauma team. Patients were divided into non-survivor and survivor groups. Mean PLR values were compared between the groups, the optimal PLR cut-off value was determined, and mortality and survival analyses were performed. Statistical analyses were performed using SPSS ver. 26.0. The threshold of statistical significance was P<0.05.
Results
There was a significant difference in mean (±standard deviation) PLR between the non-survivor (n=36) and survivor (n=103) groups (53.4±30.1 vs. 89.9±53.3, respectively; P<0.001). Receiver operating characteristic (ROC) curve analysis revealed an optimal PLR cut-off of 65.35 (sensitivity, 0.621; specificity, 0.694, respectively; area under the ROC curve, 0.742), and Kaplan-Meier survival analysis revealed a significant difference in mortality rate between the two groups.
Conclusions
PLR can be calculated quickly and easily from a routine complete blood count, which is often performed in the emergency department for individuals who experience trauma. The PLR is useful for predicting 30-day mortality in trauma patients with severe trauma team activation.

Citations

Citations to this article as recorded by  
  • Key laboratory changes in severe trauma, a different pattern for each clinical phenotype
    Adrián Marcos-Morales, Jesús Abelardo Barea Mendoza, Marcos Valiente Fernández, Carlos García Fuentes, Fernando Calvo Boyero, Cecilia Cueto-Felgueroso, Judith Gutiérrez Gutiérrez, Francisco de Paula Delgado Moya, Carolina Mudarra Reche, Susana Bermejo Azn
    Medicina Intensiva (English Edition).2026; 50(4): 502227.     CrossRef
  • Neutrophil-to-Lymphocyte Ratio and Platelet-to-Lymphocyte Ratio Combined with Model for End-Stage Liver Disease 3.0 as a Prognostic Predictor for Patients with Liver Cirrhosis after Transjugular Intrahepatic Portosystemic Shunt Creation
    Takeshi Suzuki, Kenkichi Michimoto, Kentaro Yamada, Khashayar Farsad
    Journal of Vascular and Interventional Radiology.2026; 37(2): 107922.     CrossRef
  • Stabilized C-reactive protein–albumin–lymphocyte (CALLY) index predicts adjacent fractures after kyphoplasty
    Chunbiao Deng, Haiqiao Huang, Linlin Chen, Xin Chen, Qian Chen, Yougang Liao, Shuliang Li
    BMC Musculoskeletal Disorders.2026;[Epub]     CrossRef
  • Key laboratory changes in severe trauma, a different pattern for each clinical phenotype
    Adrián Marcos-Morales, Jesús Abelardo Barea Mendoza, Marcos Valiente Fernández, Carlos García Fuentes, Fernando Calvo Boyero, Cecilia Cueto-Felgueroso, Judith Gutiérrez Gutiérrez, Francisco de Paula Delgado Moya, Carolina Mudarra Reche, Susana Bermejo Azn
    Medicina Intensiva.2026; 50(4): 502227.     CrossRef
  • Utility of platelet- to lymphocyte ratio as an inflammatory biomarker in major burns. our experience
    Dayamí Zaldívar Castillo MD, Néstor Nemer Pérez MD, Carlos Lora Buelvas MD, Adelmo de J González Méndez MD, Freddy J Cruz Reyes MD, Yaqueline Castellanos MD
    Journal of Anesthesia & Critical Care: Open Access.2025; 17(1): 1.     CrossRef
  • The predictors of prognostic nutritional index and its association with in-hospital mortality among critically ill geriatric patients
    Khalid Elsayed Elsorady, Ahmed Ahmed Mohamed Abotaha, Mohammed Abdelmoaty Ebrahim Shaheen, Hisham Ahmed Hani Mostafa Abdelaziz, Essam Yehia Ali Aggour, Mohamed Elwan Mohamed Mahmoud
    Electronic Journal of General Medicine.2025; 22(4): em656.     CrossRef
  • Prognostic Value of Inflammatory and Metabolic Biomarkers in ICU-Admitted Trauma Patients: A Retrospective Cohort Study
    Hasan Celik, Basak Pehlivan, Veli Fahri Pehlivan, Erdogan Duran
    Medicina.2025; 61(9): 1530.     CrossRef
  • Utility of systemic immune-inflammation index, neutrophil-to-lymphocyte ratio, and platelet-to-lymphocyte ratio as a predictive biomarker in pediatric traumatic brain injury
    Muhammad Arifin Parenrengi, Wihasto Suryaningtyas, Ahmad Data Dariansyah, Budi Utomo, Glenn Otto Taryana, Catur Kusumo, Surya Pratama Brilliantika
    Surgical Neurology International.2024; 15: 456.     CrossRef
Nephrology
Epidemiology and outcome of an acute kidney injuries in the polytrauma victims admitted at the apex trauma center in Dubai
Bhushan Sudhakar Wankhade, Zeyad Faoor Alrais, Ghaya Zeyad Alrais, Ammar Mohamed Abdel Hadi, Gopala Arun Kumar Naidu, Mohammed Shahid Abbas, Ahmed Tarek Youssef Aboul Kheir, Hasan Hadad, Sundareswaran Sharma, Mohammad Sait
Acute Crit Care. 2023;38(2):217-225.   Published online May 25, 2023
DOI: https://doi.org/10.4266/acc.2023.00388
  • 6,396 View
  • 133 Download
  • 1 Web of Science
  • 2 Crossref
AbstractAbstract PDF
Background
Polytrauma from road accidents is a common cause of hospital admissions and deaths, frequently leading to acute kidney injury (AKI) and impacting patient outcomes.
Methods
This retrospective, single-center study included polytrauma victims with an Injury Severity Score (ISS) >25 at a tertiary healthcare center in Dubai.
Results
The incidence of AKI in polytrauma victims is 30.5%, associated with higher Carlson comorbidity index (P=0.021) and ISS (P=0.001). Logistic regression shows a significant relationship between ISS and AKI (odds ratio [OR], 1.191; 95% confidence interval [CI], 1.150–1.233; P<0.05). The main causes of trauma-induced AKI are hemorrhagic shock (P=0.001), need for massive transfusion (P<0.001), rhabdomyolysis (P=0.001), and abdominal compartment syndrome (ACS; P<0.001). On multivariate logistic regression AKI can be predicated by higher ISS (OR, 1.08; 95% CI, 1.00–1.17; P=0.05) and low mixed venous oxygen saturation (OR, 1.13; 95% CI, 1.05–1.22; P<0.001). The development of AKI after polytrauma increases length of stay (LOS)-hospital (P=0.006), LOS-intensive care unit (ICU; P=0.003), need for mechanical ventilation (MV) (P<0.001), ventilator days (P=0.001), and mortality (P<0.001).
Conclusions
After polytrauma, the occurrence of AKI leads to prolonged hospital and ICU stays, increased need for mechanical ventilation, more ventilator days, and a higher mortality rate. AKI could significantly impact their prognosis.

Citations

Citations to this article as recorded by  
  • Normotensive trauma patients with renal injuries: Hidden candidates for massive transfusion
    Xin‐Hong Lin, Pi‐Chieh Lin, Ching‐Hua Tsai, Wei‐Ti Su, Shiun‐Yuan Hsu, Ching‐Hua Hsieh
    Hong Kong Journal of Emergency Medicine.2025;[Epub]     CrossRef
  • Acute kidney injury in critically ill patients with traumatic brain injury: A single-center retrospective cohort study
    Bhushan Sudhakar Wankhade, Mohamed Hamed Ibrahim Ali El Kholi, Zeyad Faoor Alrais, Adel Elsaid Salem Elkhouly, Gopala Arun Kumar Naidu, Alim Akbar Patel, Mohamed Sameer, Mohammed Shahid Abbas, Nowar Nouralla Fadol Elbasier, Aala Fadlalla El Hadi
    World Journal of Critical Care Medicine.2025;[Epub]     CrossRef
Trauma
Acute Physiology and Chronic Health Evaluation II Score and Sequential Organ Failure Assessment Score as Predictors for Severe Trauma Patients in the Intensive Care Unit
Min A Lee, Kang Kook Choi, Byungchul Yu, Jae Jeong Park, Youngeun Park, Jihun Gwak, Jungnam Lee, Yang Bin Jeon, Dae Sung Ma, Gil Jae Lee
Korean J Crit Care Med. 2017;32(4):340-346.   Published online November 30, 2017
DOI: https://doi.org/10.4266/kjccm.2017.00255
  • 13,601 View
  • 199 Download
  • 13 Web of Science
  • 12 Crossref
AbstractAbstract PDF
Background
The Acute Physiology and Chronic Health Evaluation (APACHE) II scoring system and the Sequential Organ Failure Assessment (SOFA) scoring system are widely used for critically ill patients. We evaluated whether APACHE II score and SOFA score predict the outcome for trauma patients in the intensive care unit (ICU).
Methods
We retrospectively analyzed trauma patients admitted to the ICU in a single trauma center between January 2014 and December 2015. The APACHE II score was figured out based on the data acquired from the first 24 hours of admission; the SOFA score was evaluated based on the first 3 days in the ICU. A total of 241 patients were available for analysis. Injury Severity score, APACHE II score, and SOFA score were evaluated.
Results
The overall survival rate was 83.4%. The non-survival group had a significantly high APACHE II score (24.1 ± 8.1 vs. 12.3 ± 7.2, P < 0.001) and SOFA score (7.7 ± 1.7 vs. 4.3 ± 1.9, P < 0.001) at admission. SOFA score had the highest areas under the curve (0.904). During the first 3 days, SOFA score remained high in the non-survival group. In the non-survival group, cardiovascular system, neurological system, renal system, and coagulation system scores were significantly higher.
Conclusions
In ICU trauma patients, both SOFA and APACHE II scores were good predictors of outcome, with the SOFA score being the most effective. In trauma ICU patients, the trauma scoring system should be complemented, recognizing that multi-organ failure is an important factor for mortality.

Citations

Citations to this article as recorded by  
  • Nutritional compliance as a prognostic and quality indicator in the intensive care unit: Insights from nutrition support team–guided therapy
    Soo-Hyun Park, Jung Hwan Lee, Jongbeom Shin, Sunmin Lee, Jae Won Lee, Hyunjin Ju, Jeong-Yoon Lee, Kyungbok Lee
    Nutrition.2026; 142: 112962.     CrossRef
  • Development and validation of a machine learning model to predict 30-day mortality in ischemic stroke patients with consciousness impairment: Insights from MIMIC-IV database and multicenter ICU data in China
    Yupei Cheng, Yang Guo, Yusheng Zhao, Chaoran Wang, Xiaoling Zhao, Qiuhua Yu, Jingjie Huang, Yuxing Zhang, Jingsha Zhang, Xixian Liu, Pan Cai, Chao Zhang, Bangqi Wu, Yi Guo
    International Journal of Medical Informatics.2026; 207: 106203.     CrossRef
  • Comparison of Braden Score vs APACHE to Predict Occurrence of Bed Sores in a Tertiary Care ICU
    Sandeep Dewan, Munish Chauhan, Khuram Maqbool
    Indian Journal of Critical Care Medicine.2025; 29(2): 164.     CrossRef
  • Comparison of Serum Phosphate Levels in Critically Ill Patients with Acute Kidney Injury Undergoing Continuous Renal Replacement Therapy Using Different Dialysates
    Moo Jun Kim, Hae Ri Kim, Young Rok Ham, Jae Wan Jeon
    Journal of Kidney Diseases.2025; 19(02): 106.     CrossRef
  • Comparison of APACHE II and APACHE IV Scores in Predicting Mortality in the Surgical ICU (SICU) of a Tertiary Care Hospital - A Prospective Study
    Prashanta Swami Pujar, Pavithra P, Sachin ., Prajwal RK
    International Journal of Health Sciences and Research.2025; : 192.     CrossRef
  • Identification of TRIM52 as a potential biomarker in mortality risk assessment in patients with sepsis
    Ke Wang, Zhubin Yang, Chun Xiang Wu, Ju Cao
    Human Immunology.2024; 85(6): 111174.     CrossRef
  • Clinical significance of lactate-to-albumin ratio in patients with influenza A virus-induced acute respiratory distress syndrome: a single-center retrospective study
    Jinhui Gao, Xuanzhe Yang, Xiang Fang, Ziyi Zhang, Dapeng Wang, Jiajia Wang
    BMC Anesthesiology.2024;[Epub]     CrossRef
  • ATENDIMENTO PRÉ-HOSPITALAR AO TRAUMA E SEU DESFECHO INTRA-HOSPITALAR EM 72 HORAS
    Paulo Philip de Abreu Gonzaga, Thiago Queiroz de Souza, Bárbara Juliana Carvalho Costa, Ivany Rolim Vinhote Teixeira, Gisele Torrente
    Enfermagem em Foco.2024;[Epub]     CrossRef
  • Cell-free DNA as diagnostic and prognostic biomarkers for adult sepsis: a systematic review and meta-analysis
    Awirut Charoensappakit, Kritsanawan Sae-khow, Pongpera Rattanaliam, Nuntanuj Vutthikraivit, Monvasi Pecheenbuvan, Suwasin Udomkarnjananun, Asada leelahavanichkul
    Scientific Reports.2023;[Epub]     CrossRef
  • Evaluation of the sequential organ failure assessment score and newly introduced criteria – Traumasis - in traffic collision patients
    Sion Jo, Taeoh Jeong, Boyoung Park
    The American Journal of Emergency Medicine.2022; 51: 98.     CrossRef
  • Predictive value of Modified Early Warning Score (MEWS) and Revised Trauma Score (RTS) for the short-term prognosis of emergency trauma patients: a retrospective study
    Zhejun Yu, Feng Xu, Du Chen
    BMJ Open.2021; 11(3): e041882.     CrossRef
  • Risk factors for abdominal surgical site infection after exploratory laparotomy among combat casualties
    Joseph D. Bozzay, Patrick F. Walker, David W. Schechtman, Faraz Shaikh, Laveta Stewart, M. Leigh Carson, David R. Tribble, Carlos J. Rodriguez, Matthew J. Bradley
    Journal of Trauma and Acute Care Surgery.2021; 91(2S): S247.     CrossRef

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