Evidence map›Paper›PMID 41995575›Full record

ArticleMedicine2026

Predictors of 30-day mortality in older adults with traffic-related injuries: Classical trauma scores, frailty, and laboratory markers in a retrospective study.

İskender Aksoy, Ali Altinbaş, Yiğit Şahin

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

3 authors.

İskender AksoyDepartment of Emergency Medicine, Faculty of Medicine, Giresun University, Giresun, Turkey.ORCID 0000-0002-4426-3342
Ali AltinbaşDepartment of Anesthesiology, Faculty of Medicine, Giresun University, Giresun, Turkey.ORCID 0000-0002-0193-6965
Yiğit ŞahinDepartment of Anesthesiology, Faculty of Medicine, Giresun University, Giresun, Turkey.ORCID 0000-0002-6406-8106

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Older adults are more vulnerable to trauma because of reduced physiological reserve, a higher burden of comorbidities, and increased frailty. However, traditional trauma scoring systems may not fully reflect these age-related factors. This study aimed to evaluate the predictive performance of classical trauma scoring systems and to examine the association of frailty and selected laboratory markers with 30-day mortality among older adults with traffic-related injuries. This retrospective study included patients aged ≥65 years who presented to a tertiary emergency department with traffic-related injuries between 2021 and 2024. Demographic, clinical, and laboratory data were recorded, along with frailty status assessed using the Clinical Frailty Scale (CFS). Trauma severity was evaluated using the Injury Severity Score (ISS), New Injury Severity Score (NISS), Trauma and Injury Severity Score (TRISS), Revised Trauma Score (RTS), Glasgow Age Pressure (GAP), Mechanism Glasgow Age Pressure (MGAP), and the Geriatric Trauma Outcome Score (GTOS). The primary outcome was 30-day mortality. Receiver operating characteristic (ROC) analysis and univariate logistic regression were performed to identify predictors of mortality. Among 325 patients (mean age: 73.4 years; 64.9% male), 30-day mortality was 4.9%. Chronic kidney disease was the only comorbidity significantly associated with mortality (OR: 7.69; P = .005). Mortality was associated with higher INR, lactate, and creatinine levels; lower platelet counts, Glasgow Coma Scale (GCS) scores, and systolic blood pressure; and increased respiratory rate. ISS, TRISS, and NISS demonstrated the highest discriminatory power (AUC > 0.99). Among laboratory parameters, lactate showed the strongest predictive performance (AUC = 0.910). In multivariate analysis, increased respiratory rate and higher NISS remained the only independent predictors of 30-day mortality. In this cohort of older adults with traffic-related trauma, increased respiratory rate and higher NISS were the main independent predictors of 30-day mortality. Frailty assessed by the Clinical Frailty Scale was not independently associated with short-term mortality. These findings suggest that, in high-energy traffic-related trauma, injury severity and acute physiological response may be more decisive for short-term outcomes than frailty status alone.

Indexed as

Accidents, TrafficFrailtyWounds and InjuriesAgedAged, 80 and overBiomarkersFemaleFrail ElderlyHumansInjury Severity ScoreMalePredictive Value of TestsRetrospective StudiesROC CurveTrauma Severity IndicesBiomarkersagedfrailtymortality predictiontraffic accidentstrauma severity indices

Identifiers

PMID41995575
PMCPMC13095323

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.