Evidence map›Paper›PMID 41964875›Full record

ArticleWorld journal of urology2026

The prognostic value of the CALLY index in patients with metastatic hormone-sensitive prostate cancer.

Baian Wei, Genghang Chen, Mingzhu Liu, Shu Gan, Zunguang Bai, Zhaohui Wang, Xinfeng Guo, Junwei He

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Article in World journal of urology, 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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8 authors.

Baian WeiThe Second Clinical College of Guangzhou, Guangzhou University of Chinese Medicine, Guangzhou, China.
Genghang ChenThe Second Affiliated Hospital of Guangzhou, Guangzhou University of Chinese Medicine, Guangzhou, China.
Mingzhu LiuThe Second Clinical College of Guangzhou, Guangzhou University of Chinese Medicine, Guangzhou, China.
Shu GanThe Second Affiliated Hospital of Guangzhou, Guangzhou University of Chinese Medicine, Guangzhou, China.
Zunguang BaiThe Second Affiliated Hospital of Guangzhou, Guangzhou University of Chinese Medicine, Guangzhou, China.
Zhaohui WangThe Second Affiliated Hospital of Guangzhou, Guangzhou University of Chinese Medicine, Guangzhou, China.
Xinfeng GuoThe Second Affiliated Hospital of Guangzhou, Guangzhou University of Chinese Medicine, Guangzhou, China. guoxinfeng@gzucm.edu.cn.
Junwei HeThe Second Affiliated Hospital of Guangzhou, Guangzhou University of Chinese Medicine, Guangzhou, China. hejunweigzy@163.com.

Funding

Scientific and Technological Research of Traditional Chinese Medicine of Guangdong Provincial Administration of Traditional Chinese Medicine YN2024MS014the Chinese Medicine Science and Technology Research Fund of Guangdong Provincial Hospital of Chinese Medicine YN2024MS064
6 · The paper itself

Abstract

backgroundThe C-reactive protein-albumin-lymphocyte index (CALLY), a composite inflammatory and nutritional biomarker, has shown prognostic utility in various cancers, but its role in metastatic hormone-sensitive prostate cancer (mHSPC) remains underexplored.

objectiveTo evaluate the association between baseline CALLY index and overall survival (OS) and time to castration-resistant prostate cancer (CRPC) in mHSPC patients.

methodsIn this retrospective cohort study, 192 mHSPC patients receiving first-line endocrine therapy (2017-2024) were stratified by median CALLY (30) into low-CALLY (30) and high-CALLY (≥ 30) groups. Inverse probability of treatment weighting (IPTW) was applied to balance baseline covariates. Weighted Cox models assessed associations with OS and CRPC-free survival. Subgroup analyses were conducted by age group, metastatic volume and first-line mHSPC therapy.

resultsAfter IPTW adjustment, a high baseline CALLY index was identified as an independent protective factor for both clinical endpoints. Specifically, patients in the high-CALLY group had a 71% reduced risk of all-cause mortality (adjusted hazard ratio [HR] 0.29, 95% confidence interval [CI] 0.18-0.46, p < 0.001) and a 49% reduced risk of CRPC progression (adjusted HR 0.51, 95% CI 0.34-0.77, p = 0.001), compared with the low-CALLY group. The prognostic association remained consistent across all prespecified subgroups, with pronounced benefits observed in patients with high-volume metastatic disease and those receiving first-line bicalutamide. Sensitivity analyses (treating CALLY as a continuous variable, conventional multivariable Cox regression) and E-value assessment further confirmed the robustness and independence of the findings.

conclusionThe CALLY index is an accessible and independent prognostic biomarker for OS and CRPC progression in mHSPC. Its integration into clinical assessment could enhance risk stratification and support personalized treatment planning, potentially improving long-term patient outcomes.

Indexed as

C-Reactive ProteinProstatic NeoplasmsProstatic Neoplasms, Castration-ResistantSerum AlbuminAgedAged, 80 and overCohort StudiesHumansLymphocyte CountMaleMiddle AgedNeoplasm MetastasisPrognosisRetrospective StudiesSurvival RateC-Reactive ProteinSerum AlbuminCALLY indexCastration-resistant prostate cancer (CRPC)Metastatic hormone-sensitive prostate cancer (mHSPC)Overall survival (OS)Prostate cancer

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