Evidence map›Paper›PMID 42003070›Full record

ArticleJournal of chest surgery2026

Improving Blunt Thoracic Trauma Prognosis: Validation of the Study of the Management of Blunt Chest Wall Trauma Score against Injury Severity Score in an Indonesian Tertiary Hospital.

Artono Isharanto, Eric Yayang Suhanda, Imam Suseno Bayuadi, Koernia Kusuma Wardhana, Gracelia Ruth Elisabeth Damanik, Chaidar Muttaqin

Abstract read
In one paragraph

Article in Journal of chest surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Artono IsharantoDepartment of Thoracic, Cardiac and Vascular Surgery, Dr. Saiful Anwar General Hospital, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia.ORCID https://orcid.org/0000-0002-9170-8172
Eric Yayang SuhandaDepartment of General Surgery, Dr. Saiful Anwar General Hospital, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia.ORCID https://orcid.org/0009-0009-7754-0631
Imam Suseno BayuadiDepartment of Thoracic, Cardiac and Vascular Surgery, Dr. Saiful Anwar General Hospital, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia.ORCID https://orcid.org/0009-0002-9468-9920
Koernia Kusuma WardhanaDepartment of Thoracic, Cardiac and Vascular Surgery, Dr. Saiful Anwar General Hospital, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia.ORCID https://orcid.org/0009-0004-5388-7669
Gracelia Ruth Elisabeth DamanikDepartment of Thoracic, Cardiac and Vascular Surgery, Dr. Saiful Anwar General Hospital, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia.ORCID https://orcid.org/0009-0007-2588-0234
Chaidar MuttaqinDepartment of Thoracic, Cardiac and Vascular Surgery, Dr. Saiful Anwar General Hospital, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia.ORCID https://orcid.org/0009-0002-9912-7468

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Blunt thoracic trauma is a leading cause of trauma-related morbidity and mortality worldwide. Although the Injury Severity Score (ISS) is widely used to assess overall trauma severity, it lacks specificity for thoracic injuries. The Study of the Management of Blunt Chest Wall Trauma (STUMBL) score, which incorporates age, number of rib fractures, chronic lung disease, oxygen saturation, and pre-injury anticoagulant use, has not been validated in the Indonesian clinical setting. Methods: A prospective cohort study was conducted at Dr. Saiful Anwar General Hospital, Malang, Indonesia, between February 2024 and April 2025. Adult patients (≥18 years) with confirmed blunt thoracic trauma and a Glasgow Coma Scale score of 14-15 were included. Demographic, clinical, and radiologic variables were recorded, and ISS and STUMBL scores were calculated at admission. Outcomes included prolonged hospitalization (≥7 days), intensive care unit (ICU) admission, and in-hospital mortality. Statistical analyses included the Mann-Whitney U test and receiver operating characteristic curve analysis. Results: Among 371 patients, 75.7% were male, with a median age of 43 years. Road traffic accidents accounted for 69.5% of cases. ICU admission occurred in 18.3% of patients, and in-hospital mortality was 5.4%. Both ISS and STUMBL scores were significantly higher among patients with adverse outcomes (p<0.001 for all comparisons). The STUMBL score demonstrated superior predictive accuracy, with area under the curve (AUC) values of 0.896 for prolonged hospitalization, 0.894 for ICU admission, and 0.859 for in-hospital mortality. A cut-off >10.5 yielded sensitivities ranging from 70.0% to 74.1% and specificities ranging from 80.6% to 92.4%. In contrast, ISS demonstrated lower AUC values (0.753-0.802) and reduced discriminatory ability. Conclusion: The STUMBL score outperformed ISS in predicting prolonged hospitalization, ICU admission, and in-hospital mortality among patients with blunt thoracic trauma. Its application may improve early risk stratification and support clinical decision-making in Indonesian tertiary hospitals.

Indexed as

Injury Severity ScoreNonpenetrating woundsPrognosisSTUMBL scoreThoracic injuriesTrauma severity indices

Identifiers

PMID42003070
PMCPMC13546859

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.