Evidence map›Paper›PMID 36117728›Full record

ArticleTrauma surgery & acute care open2022

Developing and validating a scoring system for measuring frailty in patients with hip fracture: a novel model for predicting short-term postoperative mortality.

Maximilian Peter Forssten, Yang Cao, Dhanisha Jayesh Trivedi, Lovisa Ekestubbe, Tomas Borg, Gary Alan Bass, Ahmad Mohammad Ismail, Shahin Mohseni

Registry-linked trialAbstract read
In one paragraph

Article in Trauma surgery & acute care open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07027241 (Multicomponent Exercise and Nutrition Based Frailty Intervention in Postoperative Hip Fracture Inpatients), which is not on this map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing 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.

NCT07027241 nanot yet recruitingnot on this mapstarted 2025, after this paper: background citation

Multicomponent Exercise and Nutrition Based Frailty Intervention in Postoperative Hip Fracture Inpatients

TypeinterventionalSponsorRoyal College of Surgeons, IrelandRan2025 to 2026Enrolled50ConditionsHip Fractures (ICD-10 72.01-72.2), Frailty at Older Adults, Strength Training, Resistance TrainingArmsExercise Intervention, Usual Care, Nutritional Intervention
3 · Its place in the literature

Who cites it

15 citing papers in PubMed.

  1. Morbidity prediction in conservatively managed rib fracture patients.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2025
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  2. Predictive ability of frailty scores in surgically managed patients with traumatic spinal injuries: a TQIP analysis.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2025
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  6. The relationship and predictive value of dementia and frailty for mortality in patients with surgically managed hip fractures.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2024
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  7. Article
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  11. Adverse outcomes following pelvic fracture: the critical role of frailty.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2023
    Article
  12. Validation of the orthopedic frailty score for measuring frailty in hip fracture patients: a cohort study based on the United States National inpatient sample.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2023
    Article
  13. A nationwide analysis on the interaction between frailty and beta-blocker therapy in hip fracture patients.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2023
    Article
  14. The mortality burden of frailty in hip fracture patients: a nationwide retrospective study of cause-specific mortality.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2023
    Article
  15. Review
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

8 authors.

Maximilian Peter ForsstenSchool of Medical Sciences, Orebro University, Orebro, Sweden.
Yang CaoClinical Epidemiology and Biostatistics, School of Medical Sciences, Orebro University, Orebro, Sweden.ORCID 0000-0002-3552-9153
Dhanisha Jayesh TrivediSchool of Medical Sciences, Orebro University, Orebro, Sweden.ORCID 0000-0002-3552-9153
Lovisa EkestubbeSchool of Medical Sciences, Orebro University, Orebro, Sweden.
Tomas BorgSchool of Medical Sciences, Orebro University, Orebro, Sweden.
Gary Alan BassSchool of Medical Sciences, Orebro University, Orebro, Sweden.ORCID 0000-0002-1918-9443
Ahmad Mohammad IsmailSchool of Medical Sciences, Orebro University, Orebro, Sweden.ORCID 0000-0003-3436-1026
Shahin MohseniSchool of Medical Sciences, Orebro University, Orebro, Sweden.ORCID 0000-0001-7097-487X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: Frailty is common among patients with hip fracture and may, in part, contribute to the increased risk of mortality and morbidity after hip fracture surgery. This study aimed to develop a novel frailty score for patients with traumatic hip fracture that could be used to predict postoperative mortality as well as facilitate further research into the role of frailty in patients with hip fracture. Methods: The Orthopedic Hip Frailty Score (OFS) was developed using a national dataset, retrieved from the Swedish National Quality Registry for Hip Fractures, that contained all adult patients who underwent surgery for a traumatic hip fracture in Sweden between January 1, 2008 and December 31, 2017. Candidate variables were selected from the Nottingham Hip Fracture Score, Sernbo Score, Charlson Comorbidity Index, 5-factor modified Frailty Index, as well as the Revised Cardiac Risk Index and ranked based on their permutation importance, with the top 5 variables being selected for the score. The OFS was then validated on a local dataset that only included patients from Orebro County, Sweden. Results: The national dataset consisted of 126,065 patients. 2365 patients were present in the local dataset. The most important variables for predicting 30-day mortality were congestive heart failure, institutionalization, non-independent functional status, an age ≥85, and a history of malignancy. In the local dataset, the OFS achieved an area under the receiver-operating characteristic curve (95% CI) of 0.77 (0.74 to 0.80) and 0.76 (0.74 to 0.78) when predicting 30-day and 90-day postoperative mortality, respectively. Conclusions: The OFS is a significant predictor of short-term postoperative mortality in patients with hip fracture that outperforms, or performs on par with, all other investigated indices. Level of evidence: Level III, Prognostic and Epidemiological.

Indexed as

frailtyhip fracturemortality predictionpostoperative mortalityrisk stratification

Identifiers

PMID36117728
PMCPMC9472206

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Registered trials

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.