World Journal of Emergency Medicine ›› 2023, Vol. 14 ›› Issue (6): 448-453.doi: 10.5847/wjem.j.1920-8642.2023.100
Special Issue: Trauma; Pediatric Emergency Medicine
• Original Article • Previous Articles Next Articles
Open Access
Cansu Durak1(
), Ebru Guney Sahin1, Yasar Yusuf Can1, Alican Sarisaltik2, Kubra Boydag Guvenc1
Received:2023-05-29
Accepted:2023-08-10
Online:2023-11-10
Published:2023-11-01
Contact:
Cansu Durak, Email: Cansu Durak, Ebru Guney Sahin, Yasar Yusuf Can, Alican Sarisaltik, Kubra Boydag Guvenc. The value of prognostic markers for pediatric trauma patients[J]. World Journal of Emergency Medicine, 2023, 14(6): 448-453.
Add to citation manager EndNote|Ris|BibTeX
URL: http://wjem.com.cn/EN/10.5847/wjem.j.1920-8642.2023.100
Table 1.
Comparison of prognostic factors and laboratory parameters between survivors and non-survivors
| Variables | Non-survivors (n=9) | Survivors (n=68) | P-value |
|---|---|---|---|
| PRISM III score | 21 (21-28) | 5 (2-8) | <0.001 |
| Pediatric trauma score | -1 (-2-1) | 9 (4-10) | <0.001 |
| Length of hospital stay, d | 2 (2-12) | 6 (2.5-11) | 0.169 |
| Trauma regions | 0.039 | ||
| One system (head/thorax/abdominal/orthopedic) | 2 (22.2%) | 41 (60.3%) | |
| Multisystem trauma (two or more) | 7 (77.7%) | 27 (39.7%) | |
| Acute renal failure | 3 (33.3%) | 1 (1.5%) | 0.004 |
| Inotropic agent requirement | 9 (100.0%) | 9 (13.2%) | <0.001 |
| TPE requirement | 2 (22.2%) | 1 (1.5%) | 0.035 |
| CRRT requirement | 3 (33.3%) | 0 (0.0) | 0.001 |
| Mechanical ventilation requirement | 9 (100%) | 28 (41.2%) | 0.001 |
| Duration of invasive mechanical ventilation, d | 2 (2-12) | 3.5 (3-11) | 0.213 |
| Hyponatremia | 1 (11.1%) | 14 (20.6%) | 0.680 |
| RDW | 14.6 (12.5-17.1) | 13.2 (12.6-14.0) | 0.130 |
| Platelets, ×103 | 146 (107-188) | 250 (210-298) | 0.002 |
| Prothrombin time, s | 48.7 (34-64.85) | 17 (15.9-19.57) | <0.001 |
| Activated partial thromboplastin time, s | 77.6 (44.8-107.75) | 29.95 (26.87-32.27) | <0.001 |
| Lactate/albumin ratio | 3.05 (1.79-4.64) | 0.39 (0.25-0.56) | <0.001 |
| Procalcitonin, ng/mL | 5.80 (1.20-6.60) | 0.63 (0.12-3.20) | 0.014 |
| C-reactive protein, mg/dL | 4.01 (0.95-15.97) | 2.27 (1.50-17.78) | 0.824 |
| Neutrophil/lymphocyte ratio | 6.94 (2.80-12.22) | 2.80 (1.35-3.75) | 0.021 |
| PRBC transfusion | 8 (88.8%) | 29 (42.6%) | 0.012 |
| PS transfusion | 4 (44.4%) | 2 (2.9%) | 0.001 |
Table 2.
Predictive performance of markers on the mortality of pediatric trauma patients based on the ROC curves analysis
| Markers | Cut-off value | Sensitivity (%) | Specificity (%) | AUC (95.0% CI) | P-value |
|---|---|---|---|---|---|
| PRISM III score | 18.500 | 100.0 | 95.6 | 0.978 (0.949-1.000) | <0.001 |
| Procalcitonin | 1.105 ng/mL | 77.8 | 63.1 | 0.753 (0.606-0.900) | 0.014 |
| LAR | 0.535 | 100.0 | 72.1 | 0.958 (0.898-1.000) | <0.001 |
| NLR | 3.120 | 73.5 | 66.7 | 0.738 (0.562-0.913) | 0.021 |
Table 3.
Relationship between procalcitonin level and prognostic factors
| Factors | Procalcitonin<1.105 (n=42) | Procalcitonin ≥1.105 (n=32) | P-value |
|---|---|---|---|
| CRRT requirement, n (%) | 0.999 | ||
| Yes | 2 (4.8) | 1 (3.1) | |
| No | 40 (95.2) | 31 (96.9) | |
| Inotropic agent requirement, n (%) | 0.021 | ||
| Yes | 6 (14.3) | 12 (37.5) | |
| No | 36 (85.7) | 20 (62.5) | |
| TPE requirement, n (%) | 0.999 | ||
| Yes | 2 (4.8) | 1 (3.1) | |
| No | 40 (95.2) | 31 (96.9) | |
| Mechanical ventilation requirement, n (%) | 0.022 | ||
| Yes | 15 (35.7) | 20 (62.5) | |
| No | 27 (64.3) | 12 (37.5) | |
| Length of hospital stay, d, median (IQR) | 4 (2-10) | 7 (3-13.5) | 0.091 |
Table 4.
Relationship between lactate/albumin ratio and prognostic factors
| Factors | LAR <0.535 (n=49) | LAR ≥0.535 (n=28) | P-value |
|---|---|---|---|
| CRRT requirement, n (%) | 0.045 | ||
| Yes | 0 (0.0) | 3 (10.7) | |
| No | 49 (100.0) | 25 (89.3) | |
| Inotropic agent requirement, n (%) | <0.001 | ||
| Yes | 2 (4.1) | 16 (57.1) | |
| No | 47 (95.9) | 12 (42.9) | |
| TPE requirement, n (%) | 0.045 | ||
| Yes | 0 (0.0) | 3 (10.7) | |
| No | 49 (100.0) | 25 (89.3) | |
| Mechanical ventilation requirement, n (%) | <0.001 | ||
| Yes | 16 (32.7) | 21 (75.0) | |
| No | 33 (67.3) | 7 (25.0) | |
| Length of hospital stay, d, median (IQR) | 6 (2-10) | 6 (2-16.5) | 0.488 |
Table 5.
Relationship between neutrophil/lymphocyte ratio and prognostic factors
| Factors | NLR ≥3.120 (n=24) | NLR <3.120 (n=53) | P-value |
|---|---|---|---|
| CRRT requirement, n (%) | 0.028 | ||
| Yes | 3 (12.5) | 0 (0.0) | |
| No | 21 (87.5) | 53 (100.0) | |
| Inotropic agent requirement, n (%) | 0.165 | ||
| Yes | 8 (33.3) | 10 (18.9) | |
| No | 16 (66.7) | 43 (81.1) | |
| TPE requirement, n (%) | 0.028 | ||
| Yes | 3 (12.5) | 0 (0.0) | |
| No | 21 (87.5) | 53 (100.0) | |
| Mechanical ventilation requirement, n (%) | 0.538 | ||
| Yes | 12 (50.0) | 25 (47.2) | |
| No | 12 (50.0) | 28 (52.8) | |
| Length of hospital stay, d, median (IQR) | 6 (2-12) | 4 (2-9.5) | 0.151 |
| 1 | World Health Organization. Child and adolescent injury prevention : a WHO plan of action 2006-2015. Available at: |
| 2 | Koltka K, Ilhan M, Gök AFK, Günay K, Ertekin C. Can ionized calcium levels and platelet counts used for estimating the prognosis of pediatric trauma patients admitted to the emergency surgery intensive care? Ulus Travma Acil Cerrahi Derg. 2022;28(5): 579-84. |
| 3 | Runde D, Beiner J. Calculated decisions: PECARN pediatric head injury/trauma algorithm. Pediatr Emerg Med Pract. 2018 ;15(suppl 6): CD3-CD4. |
| 4 | Murray CJL, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, et al. Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012;;380(9859): 2197-223. |
| 5 | Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, et al. Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012;380(9859): 2095-128. |
| 6 |
Moore FA, Moore EE. Evolving concepts in the pathogenesis of postinjury multiple organ failure. Surg Clin North Am. 1995; 75(2): 257-77.
doi: 10.1016/S0039-6109(16)46587-4 |
| 7 |
Keel M, Trentz O. Pathophysiology of polytrauma. Injury. 2005; 36(6): 691-709.
doi: 10.1016/j.injury.2004.12.037 pmid: 15910820 |
| 8 |
AlRawahi AN, AlHinai FA, Doig CJ, Ball CG, Dixon E, Xiao ZW, et al. The prognostic value of serum procalcitonin measurements in critically injured patients: a systematic review. Crit Care. 2019; 23(1): 390.
doi: 10.1186/s13054-019-2669-1 |
| 9 |
Pfeifer R, Tarkin IS, Rocos B, Pape HC. Patterns of mortality and causes of death in polytrauma patients—has anything changed? Injury. 2009; 40(9): 907-11.
doi: 10.1016/j.injury.2009.05.006 pmid: 19540488 |
| 10 |
Pollack MM, Patel KM, Ruttimann UE. PRISM III: an updated Pediatric Risk of Mortality score. Crit Care Med. 1996; 24(5): 743-52.
doi: 10.1097/00003246-199605000-00004 pmid: 8706448 |
| 11 | Varol F, Can YY, Özgünay B, Cengİz M, Altas U, Güven Ş, et al. Retrospective evaluation of pediatric trauma patients: a single-center experience of a tertiary pediatric intensive care unit. J Med Palliat Care. 2022;3(3): 158-64. |
| 12 |
Bradshaw CJ, Bandi AS, Muktar Z, Hasan MA, Chowdhury TK, Banu T, et al. International study of the epidemiology of paediatric trauma: PAPSA research study. World J Surg. 2018; 42(6): 1885-94.
doi: 10.1007/s00268-017-4396-6 pmid: 29282513 |
| 13 |
Xu CF, Huo MC, Huang JH, Liu CF, Xu W. Early changes in white blood cell, C-reactive protein and procalcitonin levels in children with severe multiple trauma. World J Emerg Med. 2022; 13(6): 448-52.
doi: 10.5847/wjem.j.1920-8642.2022.093 |
| 14 |
Costa GA, Delgado AF, Ferraro A, Okay TS. Application of the pediatric risk of mortality (PRISM) score and determination of mortality risk factors in a tertiary pediatric intensive care unit. Clinics (Sao Paulo). 2010; 65(11): 1087-92.
doi: S1807-59322010001100005 pmid: 21243277 |
| 15 | Goldstein B, Giroir B, Randolph A, International Consensus Conference on Pediatric Sepsis. International pediatric sepsis consensus conference: definitions for sepsis and organ dysfunction in pediatrics. Pediatr Crit Care Med. 2005; 6(1): 2-8. |
| 16 |
Zhao JL, Du ZY, Yuan Q, Yu J, Sun YR, Wu X, et al. Prognostic value of neutrophil-to-lymphocyte ratio in predicting the 6-month outcome of patients with traumatic brain injury: a retrospective study. World Neurosurg. 2019; 124: e411-e416.
doi: 10.1016/j.wneu.2018.12.107 |
| 17 |
Alimohammadi E, Foroushani AZ, Moradi F, Ebrahimzadeh K, Nadersepahi MJ, Asadzadeh S, et al. Dynamics of neutrophil-to-lymphocyte ratio can be associated with clinical outcomes of children with moderate to severe traumatic brain injury: a retrospective observational study. Injury. 2022; 53(3): 999-1004.
doi: 10.1016/j.injury.2021.09.052 |
| 18 |
Dilektasli E, Inaba K, Haltmeier T, Wong MD, Clark D, Benjamin ER, et al. The prognostic value of neutrophil-to-lymphocyte ratio on mortality in critically ill trauma patients. J Trauma Acute Care Surg. 2016; 81(5): 882-8.
pmid: 26825931 |
| 19 |
Uzzan B, Cohen R, Nicolas P, Cucherat M, Perret GY. Procalcitonin as a diagnostic test for sepsis in critically ill adults and after surgery or trauma: a systematic review and meta-analysis. Crit Care Med. 2006; 34(7): 1996-2003.
doi: 10.1097/01.CCM.0000226413.54364.36 pmid: 16715031 |
| 20 | Maier M, Wutzler S, Lehnert M, Szermutzky M, Wyen H, Bingold T, et al. Serum procalcitonin levels in patients with multiple injuries including visceral trauma. J Trauma. 2009; 66(1): 243-9. |
| 21 |
Shin J, Hwang SY, Jo IJ, Kim WY, Ryoo SM, Kang GH, et al. Prognostic value of the lactate/albumin ratio for predicting 28-day mortality in critically ill sepsis patients. Shock. 2018; 50(5): 545-50.
doi: 10.1097/SHK.0000000000001128 pmid: 29461463 |
| 22 |
Wang B, Chen G, Cao Y, Xue J, Li J, Wu Y. Correlation of lactate/albumin ratio level to organ failure and mortality in severe sepsis and septic shock. J Crit Care. 2015; 30(2): 271-5.
doi: 10.1016/j.jcrc.2014.10.030 pmid: 25537574 |
| 23 |
Lichtenauer M, Wernly B, Ohnewein B, Franz M, Kabisch B, Muessig J, et al. The lactate/albumin ratio: a valuable tool for risk stratification in septic patients admitted to ICU. Int J Mol Sci. 2017; 18(9): 1893.
doi: 10.3390/ijms18091893 |
| 24 |
Kong T, Chung SP, Lee HS, Kim S, Lee J, Hwang SO, et al. The prognostic usefulness of the lactate/albumin ratio for predicting clinical outcomes in out-of-hospital cardiac arrest: a prospective, multicenter observational study (koCARC) study. Shock. 2020; 53(4): 442-51.
doi: 10.1097/SHK.0000000000001405 pmid: 31306348 |
| 25 | Han S, Chung SP, Choa M, You JS, Kong T, Park J et al. The prognostic usefulness of the lactate/albumin ratio for predicting multiple organ dysfunction syndrome in severe trauma. J Korean Soc Emerg Med. 2022; 33: 45-60. |
| [1] | Ahammed Mekkodathil, Ayman El-Menyar, Talat Chughtai, Ahmed Abdel-Aziz Bahey, Ahmed Labib Shehatta, Ali Ayyad, Abdulnasser Alyafai, Hassan Al-Thani. Initial serum electrolyte imbalances and mortality in patients with traumatic brain injury: a retrospective study [J]. World Journal of Emergency Medicine, 2025, 16(4): 331-339. |
| [2] | Rui Li, Jing Zhou, Wei Huang, Jingjing Ye, Wei Chong, Panpan Chang, Tianbing Wang. Murine model for investigating severe trauma [J]. World Journal of Emergency Medicine, 2025, 16(4): 321-330. |
| [3] | Ping Cui, Tingting Wen, Bingduo Wang, Shuijing Wu, Shiyu Chen, Xiangming Fang, TILP consortium. Tracheal intubation in the lateral position in emergency medicine: a narrative review and clinical protocol [J]. World Journal of Emergency Medicine, 2025, 16(2): 103-112. |
| [4] | Tianpeng Hu, Yan Li, Shengtao Yan, Lichao Sun, Rui Lian, Jieqiong Yu, Jie Chen, Xiaoyu Liu, Guoqiang Zhang. Application of myxovirus resistance protein A in the etiological diagnosis of infections in adults [J]. World Journal of Emergency Medicine, 2025, 16(1): 35-42. |
| [5] | Weiting Chen, Haopeng Wu, Jiafei Yu, Lanxing Cao, Gensheng Zhang. Epidemiological characteristics of traumatic spinal cord injuries in the intensive care unit from 2018 to 2023: a retrospective hospital-based study [J]. World Journal of Emergency Medicine, 2024, 15(6): 455-464. |
| [6] | Yangbo Kang, Qi Yang, Hongbo Ding, Yufeng Hu, Jiasheng Shen, Feng Ruan, Bojin Chen, Yiping Feng, Yuchen Jin, Shanxiang Xu, Libing Jiang, Guirong Wang, Yong’an Xu. Analysis of risk factors for trauma-induced coagulopathy in elderly major trauma patients [J]. World Journal of Emergency Medicine, 2024, 15(6): 475-480. |
| [7] | Subi Abudurexiti, Shihai Xu, Zhangping Sun, Yi Jiang, Ping Gong. Glucose metabolic reprogramming-related parameters for the prediction of 28-day neurological prognosis and all-cause mortality in patients after cardiac arrest: a prospective single-center observational study [J]. World Journal of Emergency Medicine, 2024, 15(3): 197-203. |
| [8] | Fengxia Du, Jun Zha, Yan Li, Lichao Fang, Shuyu Xia, Youjia Yu. Risk factors for postpartum posttraumatic stress disorder after emergency admission [J]. World Journal of Emergency Medicine, 2024, 15(2): 121-125. |
| [9] | Mümin Murat Yazici, Özcan Yavaşi̇. Effect of a cervical collar on optic nerve sheath diameter in trauma patients [J]. World Journal of Emergency Medicine, 2024, 15(2): 126-130. |
| [10] | Rashed Alremeithi, Quincy K. Tran, Megan T. Quintana, Soroush Shahamatdar, Ali Pourmand. Approach to traumatic cardiac arrest in the emergency department: a narrative literature review for emergency providers [J]. World Journal of Emergency Medicine, 2024, 15(1): 3-9. |
| [11] | Li Zhong, Feifei Shuai, Conglin Wang, Lipeng Han, Zhifeng Liu, Ming Wu. Serum procalcitonin levels are associated with rhabdomyolysis following exertional heatstroke: an over 10-year intensive care survey [J]. World Journal of Emergency Medicine, 2024, 15(1): 23-27. |
| [12] | Ahmed Faidh Ramzee, Ayman El-Menyar, Mohammad Asim, Ahad Kanbar, Khalid Ahmed, Bahaa Daoud, Saji Mathradikkal, Ahmad Kloub, Hassan Al-Thani, Sandro Rizoli. The impact of emergency department length of stay on the outcomes of trauma patients requiring hospitalization: a retrospective observational study [J]. World Journal of Emergency Medicine, 2023, 14(2): 96-105. |
| [13] | Wei-hua Li, Bin Dong, Han-song Wang, Jia-jun Yuan, Han Qian, Ling-ling Zheng, Xu-lin Lin, Zhao Wang, Shi-jian Liu, Bo-tao Ning, DanTian , Lie-bin Zhao. Artificial intelligence promotes shared decision-making through recommending tests to febrile pediatric outpatients [J]. World Journal of Emergency Medicine, 2023, 14(2): 106-111. |
| [14] | Cai-fang Xu, Ming-chao Huo, Jin-hui Huang, Chun-feng Liu, Wei Xu. Early changes in white blood cell, C-reactive protein and procalcitonin levels in children with severe multiple trauma [J]. World Journal of Emergency Medicine, 2022, 13(6): 448-452. |
| [15] | Hui Liu, Jie Hu, Jian-guo Xiao, Hong-jun Kang, Fei-hu Zhou. The procalcitonin-to-cortisol ratio is a potential prognostic predictor in sepsis with abdominal source: a retrospective observational study [J]. World Journal of Emergency Medicine, 2022, 13(6): 441-447. |
| Viewed | ||||||
|
Full text |
|
|||||
|
Abstract |
|
|||||
