Evidence map›Paper›PMID 42504343›Full record

ArticleCureus2026

Diagnostic Utility of Routine Serum Inflammatory Markers for Early Postoperative Infection, Hypoxia, and Hypotension After Fracture Surgery: A Prospective Cohort Study.

Ravi Sharma, Mohamed Azlam P, Jayant Kothale, Vishal Kumar, Nitin Sahu

Abstract read
In one paragraph

Article in Cureus, 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
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0citing papers in PubMed
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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

5 authors.

Ravi SharmaOrthopaedics, Netaji Subhash Chandra Bose Medical College (NSCB) Medical College and Hospital, Jabalpur, IND.
Mohamed Azlam POrthopaedics, Government Medical College, Seoni, Seoni, IND.
Jayant KothaleOrthopaedics, Government Medical College, Seoni, Seoni, IND.
Vishal KumarOrthopaedics, Netaji Subhash Chandra Bose Medical College (NSCB) Medical College and Hospital, Jabalpur, IND.
Nitin SahuOrthopaedics, Government Medical College, Seoni, Seoni, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction Early detection of postoperative complications following fracture surgery remains challenging in resource-limited settings. Routine serum inflammatory markers, namely erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), D-dimer, and white blood cell (WBC) count, are readily available, cost-effective biomarkers that may help identify patients at risk of early complications such as fracture-related infection (FRI), hypoxia, and hypotension. Methods In this prospective observational cohort, 282 adults (18-65 years) with acute fractures presenting within 24 hours of trauma underwent surgical fixation at a tertiary care center between December 2022 and June 2024. Serial ESR, CRP, D-dimer, and WBC measurements were obtained from admission through postoperative day 14. Patients were monitored for FRI, hypoxia requiring oxygen therapy, and hypotension requiring inotropic support. Associations between biomarker trajectories, prespecified quantitative thresholds, and subsequent complications were analyzed. Results Of 282 patients (225 males, 57 females; mean age 39.31 years), a total of 50 patients (17.7%) developed complications: 26 (9.2%) FRI, 16 (5.7%) hypoxia, and 21 (7.5%) hypotension. CRP exhibited the strongest association with FRI; failure of CRP to decline and levels ≥30 mg/L around postoperative day 5 were frequently observed before clinical signs of infection. Elevated D-dimer levels, particularly preoperative values ≥4.0 mg/L and early postoperative values ≥3.0 mg/L, were associated with increased risk of hypoxia and hypotension, identifying a higher‑risk subgroup for closer hemodynamic and respiratory monitoring. ESR and WBC provided supportive but less discriminative information. Conclusion Serial CRP and D-dimer measurements offer practical, non-invasive tools for early risk stratification of postoperative infection, hypoxia, and hypotension after fracture surgery. Incorporating these markers into surveillance pathways may facilitate earlier recognition of deterioration and timelier intervention, especially in resource-constrained settings.

Indexed as

c-reactive proteind-dimer levelsfracture-related infectioninflammatory biomarkerspost-fracture surgery

Identifiers

PMID42504343
PMCPMC13402001

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