Evidence map›Paper›PMID 40493046›Full record

ArticleJournal of the American Academy of Orthopaedic Surgeons. Global research & reviews2025

Utility of Revised Risk Analysis Index as a Predictor of Mortality and Morbidity in Orthopaedic Trauma.

Chirag Soni, Victor Koltenyuk, Nithin Gupta, Haad A Arif, Aruni Areti, Taylor Manes, Luke A Lopas, Jan P Szatkowski, Christian A Bowers, Benjamin C Taylor and 1 more

Abstract read
In one paragraph

Article in Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. The effect of delayed timing to surgery on the likelihood of surgical site infection for open metacarpal and phalangeal fractures.European journal of orthopaedic surgery & traumatology : orthopedie traumatologie · 2026
    Article
  2. Article
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

11 authors.

Chirag SoniFrom the Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN (Dr. Soni, Dr. Lopas, and Dr. Szatkowski); the Research, Education, and Mentorship in Orthopedics (REAM) Organization, Colombus, OH (Dr. Soni, Mr. Koltenyuk, Dr. Gupta, Dr. Arif, Mr. Areti, Dr. Manes, Dr. Lopas, Dr. Szatkowski, Dr. Bowers, Dr. Taylor, and Dr. Weick); the Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT (Dr. Soni, Dr. Gupta, and Dr. Bowers); the School of Medicine, New York Medical College, Valhalla, NY (Mr. Koltenyuk); the School of Osteopathic Medicine, Campbell University, Lillington, NC (Dr. Gupta); the School of Medicine, University of California Riverside, Riverside, CA (Dr. Arif); the School of Medicine, Baylor College of Medicine, Houston, TX (Mr. Areti); the Department of Orthopaedic Surgery, OhioHealth System, Columbus, OH (Dr. Manes, Dr. Taylor, and Dr. Weick); and the Hurley Neurological Center, Hurley Medical Center, Flint, MI (Dr. Bowers).ORCID 0009-0003-7191-8425
Christian A BowersORCID 0000-0001-6299-503
Benjamin C TaylorORCID 0000-0001-9302-827

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThe aim of this study was to determine the applicability of the Revised Risk Analysis Index (RAI-Rev) in orthopaedic trauma and compare the predictive discrimination for the RAI-Rev and the 5-Item Modified Frailty Index (mFI-5) for 30-day postoperative outcomes.

methods

designThis is a retrospective cohort study.

settingThe American College of Surgeons National Surgical Quality Improvement database was used. PATIENT SELECTION: All patients aged 18 or older who underwent surgical treatment for forearm, humerus, pelvis, acetabulum, femur, tibia, and hindfoot fractures from 2015 to 2020 were included. OUTCOME: 30-day postoperative mortality, major complications, and wound complications consisting of surgical site infection, and wound dehiscence were measured.

resultsA total of 206,352 patients met inclusion criteria. The mean age was 69 years, with 64.2% (n = 132,514) being female. Multivariate regression analysis showed that increasing frailty tiers in both RAI-Rev and mFI-5 were independent predictors of mortality, major complications, readmission, and wound complications. The cohort with the highest degree of frailty in both RAI-Rev and mFI-5 had the greatest risk of poor outcomes. RAI-Rev had significantly superior predictive discriminatory thresholds compared with mFI-5 for predicting 30-day mortality (C-statistic: RAI-Rev [0.84] and mFI-5 [0.67], P < 0.001), major complications (C-statistic: RAI-Rev [0.73] and mFI-5 [0.65], P < 0.001), and readmission (C-statistic: RAI-Rev [0.68] and mFI-5 [0.63], P < 0.001). However, mFI-5 outperformed RAI-Rev when predicting wound complications (C-statistic: RAI-Rev [0.52] and mFI-5 [0.55], P < 0.001).

conclusionThe RAI-Rev tool demonstrated superior predictability of postoperative morbidity, mortality, and readmission rates compared with mFI-5 but was less effective in predicting surgical site complications. These findings demonstrate the utility of RAI-Rev in anticipating postoperative complications in the setting of orthopaedic trauma, where optimizing surgical candidate selection is not always possible. Assessing the predicted morbidity and mortality through RAI-Rev enables surgeons to accurately identify patients at high risk of complications, which can further research investigation to mitigate this risk.

Indexed as

Fractures, BoneFrailtyOrthopedic ProceduresPostoperative ComplicationsAgedAged, 80 and overFemaleHumansMaleMiddle AgedPatient ReadmissionRetrospective StudiesRisk AssessmentSurgical Wound Infection

Identifiers

PMID40493046
PMCPMC12142732

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.