Evidence map›Paper›PMID 41685254›Full record

ArticleJournal of clinical orthopaedics and trauma2026

Association of albumin, ASA class, and time with mortality, Re-admission, and Re-operation after proximal femoral fracture fixation.

Niam Patel, Thor S Stead, Eric Yang, Latha Ganti

Abstract read
In one paragraph

Article in Journal of clinical orthopaedics and trauma, 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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0citing papers in PubMed
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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Niam PatelFuture Physicians America, Orlando, FL, USA.
Thor S SteadDepartment of Anesthesiology, NewYork-Presbyterian/Weill Cornell Medical Center, New York, NY, USA.
Eric YangBrown University, Providence, RI, USA.
Latha GantiMedical Science, Warren Alpert Medical School of Brown University, Providence, RI, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Femoral fractures are common, high-energy injuries associated with substantial morbidity. Although surgical fixation remains the mainstay of treatment, outcomes vary widely, and predictors of adverse events are not fully defined. This study aimed to identify clinical and perioperative factors associated with 30-day mortality, readmission, and re-operation after femoral fracture fixation. Methods: We performed a retrospective cohort analysis of adult patients undergoing femoral fracture fixation between 2018 and 2022 using the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database. Outcomes included 30-day mortality, unplanned readmission, and re-operation. Predictors assessed included demographic, clinical, and perioperative variables such as age, ASA class, albumin, operative time, comorbidities, and laboratory values. Univariate associations were examined, followed by multivariate logistic regression to identify independent predictors. Odds ratios with 95 % confidence intervals and receiver operating characteristic (ROC) curves were reported. Results: Among 63,734 patients, 9499 experienced an adverse event. Thirty-day mortality occurred in 3543 patients (5.6 %), most strongly associated with advanced age, higher ASA class, lower preoperative albumin, cancer, COPD, CHF, renal failure, and male sex. Readmission (n = 4776) was predicted by low albumin, ASA class, COPD, cancer, CHF, diabetes, steroid use, and general anesthesia. Re-operation (n = 1180) was primarily associated with hypoalbuminemia and prolonged operative time. Multivariate modeling demonstrated that preoperative albumin, ASA class, and operative duration were the most consistent predictors across outcomes. Model performance was strongest for mortality (AUC 0.77) and more modest for readmission and re-operation (AUC ∼0.61). Conclusion: This large, national study highlights preoperative albumin, ASA class, and operative duration as central markers of postoperative mortality, readmission, and re-operation after femoral fracture fixation. These findings underscore the importance of optimizing nutritional status, recognizing physiologic reserve, and streamlining perioperative processes to mitigate risk and improve outcomes.

Identifiers

PMID41685254
PMCPMC12887423

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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.