Evidence map›Paper›PMID 41507886›Full record

ArticleBMC musculoskeletal disorders2026

Stabilized C-reactive protein-albumin-lymphocyte (CALLY) index predicts adjacent fractures after kyphoplasty.

Chunbiao Deng, Haiqiao Huang, Linlin Chen, Xin Chen, Qian Chen, Yougang Liao, Shuliang Li

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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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5 · Who and what money

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7 authors.

Chunbiao Deng *Department of Orthopedics, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, 637500, China.
Haiqiao Huang *Department of Cardiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, 637500, China.
Linlin ChenDepartment of Cardiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, 637500, China.
Xin ChenDepartment of Neurology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, 637500, China.
Qian ChenDepartment of Orthopedics, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, 637500, China.
Yougang LiaoDepartment of Urology, School of Medicine, Mianyang Central Hospital, University of Electronic Science and Technology of China, Mianyang, 621000, China. 244208954@qq.com.
Shuliang LiDepartment of Orthopaedic and Reconstructive Surgery/Pediatric Orthopaedics, South China Hospital, Medical School, Shenzhen University, Shenzhen, 518116, People's Republic of China. lshlboy1234@163.com.

Funding

14th Five-Year Plan" Social Science Research Program of Nanchong City NC25B261
6 · The paper itself

Abstract

objectiveTo determine whether a stabilized C-reactive protein–albumin–lymphocyte (CALLY) index measured 4–6 weeks after percutaneous kyphoplasty (PKP) independently predicts adjacent vertebral fracture (AVF), and to compare its discrimination with other immuno-nutritional indices.

methodsConsecutive patients undergoing single-level PKP for osteoporotic vertebral compression fracture at a tertiary center between January 2020 and December 2024 were analyzed. Stabilized laboratory tests were obtained 4–6 weeks postoperatively. CALLY was calculated as albumin (g/L) × lymphocyte count (×10⁹/L) divided by C-reactive protein (mg/L). The primary outcome was incident AVF during follow-up. Multivariable logistic regression adjusted for age, sex, body mass index, prior fragility fracture, lumbar spine T-score, intradiscal cement leakage, and kyphosis correction. Discrimination was assessed by receiver operating characteristic curves with DeLong comparisons. Cut-offs were derived using Youden’s J. Pre-specified subgroup analyses evaluated effect modification.

resultsOf 512 patients, 102 (19.9%) developed AVF. The AVF group had a lower stabilized CALLY than the non-AVF group (median 9.9, IQR 6.8–15.9 vs. 12.9, IQR 9.0–20.4; p < 0.001). In the adjusted model, each 5-unit decrease in CALLY was associated with higher odds of AVF (adjusted odds ratio 1.29; 95% CI 1.13–1.49; p < 0.001). Lower lumbar spine T-score, intradiscal cement leakage, and greater kyphosis correction were also independent predictors. As stand-alone biomarkers, discrimination ranked CALLY area under the curve (AUC) 0.691, neutrophil-to-lymphocyte ratio 0.592, prognostic nutritional index 0.587, and platelet-to-lymphocyte ratio 0.563. A clinical–procedural base model achieved AUC 0.632. Adding CALLY increased AUC to 0.714, with a significant DeLong difference versus the base model (ΔAUC 0.082; 95% CI 0.004–0.160; p = 0.0389). DeLong tests also favored CALLY over other single markers. A CALLY cut-off of 13.0 yielded sensitivity 0.69 and specificity 0.49. The association was consistent across most subgroups and was stronger with intradiscal cement leakage (interaction p = 0.03).

conclusionsA lower stabilized CALLY index measured 4–6 weeks after PKP identifies patients at increased risk of adjacent fracture and provides incremental discrimination beyond standard clinical and procedural predictors. Incorporating CALLY into early postoperative assessment may support targeted secondary prevention.

Indexed as

C-Reactive ProteinFractures, CompressionKyphoplastyLymphocytesOsteoporotic FracturesSerum AlbuminSpinal FracturesAgedAged, 80 and overBiomarkersFemaleHumansLymphocyte CountMaleMiddle AgedPredictive Value of TestsBiomarkersC-Reactive ProteinSerum AlbuminAdjacent vertebral fractureC-reactive protein–albumin–lymphocyte (CALLY) indexOsteoporotic vertebral compression fracturePercutaneous kyphoplastyRisk stratification

Identifiers

PMID41507886
PMCPMC12874993

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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.