Rajnand Kumar , Watson Thomas , Rehan-ul-Haq , Bhaskar Sarkar , Shobha S. Arora , Souvik Paul
{"title":"Sequential trauma indexing as universal tool for outcome prediction in patients with multiple injuries","authors":"Rajnand Kumar , Watson Thomas , Rehan-ul-Haq , Bhaskar Sarkar , Shobha S. Arora , Souvik Paul","doi":"10.1016/j.jcot.2025.103110","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Currently used scoring systems require complex calculation and training so it is not routinely used like GCS despite increase in trauma cases. All the scoring systems evaluate patients once initially without considering role of resuscitation. So, we propose a sequential scoring system for all levels of trauma to predict the survival outcome related to the initial injury severity and the treatment response in first 24 h of trauma by simple summation of routinely used data.</div></div><div><h3>Methods</h3><div>The study was conducted on 377 patients with acute trauma using only routinely used clinical and laboratory investigations. A total of 10 parameters were used with predetermined score allotted for each condition. The maximum possible score was 25 and minimum of 06. Low score indicated poor outcome.</div></div><div><h3>Results</h3><div>Based on the clinical interpretation of the data and actual clinical outcome three zone of has been designated -<ul><li><span>1.</span><span><div>Red Zone (Score 9–15) – Serious threat to survival.</div></span></li><li><span>2.</span><span><div>Yellow Zone (Score 16–20) – Probable threat to survival.</div></span></li><li><span>3.</span><span><div>Green Zone (Score 21–25) – Minimal or no threat to survival</div></span></li></ul></div><div>The 24-h total score was the most important predictor according to the ROC curve (AUC 0.944, p: <0.0001) followed by the 6-h total score (AUC 0.904, p: <0.0001) and the one-time total score (AUC: 0.713, p: <0.0001).</div></div><div><h3>Conclusion</h3><div>The sequential summation of routine investigation done for multiple injured patients can give a unique tool like GCS which is universal to use and can also predict outcome. The indexing tool developed in the current study was able to predict mortality of patients with multiple injuries within 24 h following admission.</div></div>","PeriodicalId":53594,"journal":{"name":"Journal of Clinical Orthopaedics and Trauma","volume":"67 ","pages":"Article 103110"},"PeriodicalIF":0.0000,"publicationDate":"2025-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Clinical Orthopaedics and Trauma","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0976566225002085","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
Abstract
Background
Currently used scoring systems require complex calculation and training so it is not routinely used like GCS despite increase in trauma cases. All the scoring systems evaluate patients once initially without considering role of resuscitation. So, we propose a sequential scoring system for all levels of trauma to predict the survival outcome related to the initial injury severity and the treatment response in first 24 h of trauma by simple summation of routinely used data.
Methods
The study was conducted on 377 patients with acute trauma using only routinely used clinical and laboratory investigations. A total of 10 parameters were used with predetermined score allotted for each condition. The maximum possible score was 25 and minimum of 06. Low score indicated poor outcome.
Results
Based on the clinical interpretation of the data and actual clinical outcome three zone of has been designated -
1.
Red Zone (Score 9–15) – Serious threat to survival.
2.
Yellow Zone (Score 16–20) – Probable threat to survival.
3.
Green Zone (Score 21–25) – Minimal or no threat to survival
The 24-h total score was the most important predictor according to the ROC curve (AUC 0.944, p: <0.0001) followed by the 6-h total score (AUC 0.904, p: <0.0001) and the one-time total score (AUC: 0.713, p: <0.0001).
Conclusion
The sequential summation of routine investigation done for multiple injured patients can give a unique tool like GCS which is universal to use and can also predict outcome. The indexing tool developed in the current study was able to predict mortality of patients with multiple injuries within 24 h following admission.
期刊介绍:
Journal of Clinical Orthopaedics and Trauma (JCOT) aims to provide its readers with the latest clinical and basic research, and informed opinions that shape today''s orthopedic practice, thereby providing an opportunity to practice evidence-based medicine. With contributions from leading clinicians and researchers around the world, we aim to be the premier journal providing an international perspective advancing knowledge of the musculoskeletal system. JCOT publishes content of value to both general orthopedic practitioners and specialists on all aspects of musculoskeletal research, diagnoses, and treatment. We accept following types of articles: • Original articles focusing on current clinical issues. • Review articles with learning value for professionals as well as students. • Research articles providing the latest in basic biological or engineering research on musculoskeletal diseases. • Regular columns by experts discussing issues affecting the field of orthopedics. • "Symposia" devoted to a single topic offering the general reader an overview of a field, but providing the specialist current in-depth information. • Video of any orthopedic surgery which is innovative and adds to present concepts. • Articles emphasizing or demonstrating a new clinical sign in the art of patient examination is also considered for publication. Contributions from anywhere in the world are welcome and considered on their merits.