Evidence map›Paper›PMID 42420946›Full record

ArticleBMC musculoskeletal disorders2026

Systemic immune-inflammatory index is independently associated with two-year mortality after periprosthetic femoral fracture.

Julián Carlos Segura-Nuez, Juan Segura-Nuez, Carlos Martín-Hernández, Adrián Roche-Albero

Abstract read
In one paragraph

Article in BMC musculoskeletal disorders, 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

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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.

Julián Carlos Segura-NuezServicio de Cirugía Ortopédica y Traumatología. Hospital Universitario Miguel Servet, Instituto de Investigación Sanitaria Aragón, C/ de Gonzalo Calamita, 6, Zaragoza, 50009, Spain. kicosegura@gmail.com.ORCID https://orcid.org/0009-0009-7245-9842
Juan Segura-NuezServicio de Cirugía Ortopédica y Traumatología. Hospital Universitario Miguel Servet, Instituto de Investigación Sanitaria Aragón, C/ de Gonzalo Calamita, 6, Zaragoza, 50009, Spain.ORCID http://orcid.org/0009-0002-1377-7532
Carlos Martín-HernándezServicio de Cirugía Ortopédica y Traumatología. Hospital Universitario Miguel Servet, Instituto de Investigación Sanitaria Aragón, C/ de Gonzalo Calamita, 6, Zaragoza, 50009, Spain.ORCID http://orcid.org/0000-0002-0858-0340
Adrián Roche-AlberoServicio de Cirugía Ortopédica y Traumatología. Hospital Universitario Miguel Servet, Instituto de Investigación Sanitaria Aragón, C/ de Gonzalo Calamita, 6, Zaragoza, 50009, Spain.ORCID http://orcid.org/0000-0001-7441-8731

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPeriprosthetic femoral fractures (PFF) occur predominantly in older, frail patients and are associated with substantial mortality. While age, comorbidity, and frailty are established predictors of adverse outcomes, the prognostic value of systemic inflammatory markers in PFF remains unclear. This study aimed to identify independent predictors of 24-month mortality following PFF and to evaluate whether the Systemic Immune-Inflammatory Index (SII) is associated with mortality after adjustment for established clinical risk factors.

methodsA retrospective cohort study was conducted including 186 consecutive patients admitted with PFF between 2019 and 2023. The primary outcome was all-cause mortality within 24 months. Cox proportional hazards regression was used to identify predictors of mortality. Model discrimination was assessed using Harrell's C-index and internally validated with bootstrap resampling (1000 iterations).

resultsDuring 24-month follow-up, 55 patients died (29.6%). In multivariable analysis, age (HR 1.06 per year; 95% CI 1.02-1.11; p = 0.003), male sex (HR 2.23; 95% CI 1.27-3.93; p = 0.006), and frailty (Clinical Frailty Scale; HR 1.69 per unit; 95% CI 1.35-2.11; p < 0.001) were independently associated with mortality. SII/100 remained independently associated with mortality after adjustment (HR 1.02; 95% CI 1.00-1.04; p = 0.027). Model discrimination was good (C-index 0.769), with minimal optimism after internal validation (corrected C-index 0.759).

conclusionsTwo-year mortality after PFF is primarily associated with patient-related vulnerability factors, including age, sex, and frailty. SII was independently associated with mortality after adjustment for established clinical predictors. However, the incremental improvement in model discrimination was modest, and further studies are required to determine its clinical utility and potential role in prognostic modelling.

Indexed as

Femoral FracturesInflammationPeriprosthetic FracturesAgedAged, 80 and overFemaleFollow-Up StudiesFrailtyHumansMalePrognosisRetrospective StudiesRisk FactorsArthroplastyComorbidityFemoral fracturesFrailtyMortality.Systemic immune–inflammatory index

Identifiers

PMID42420946
PMCPMC13644110

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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.