ArticleFrontiers in immunology2025
Pretreatment CALLY index as promising novel biomarker in the prediction of surgical and oncological outcomes in esophageal cancer: a multi-center retrospective cohort study.
Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 2 of them syntheses that pooled it.
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Who cites it
16 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Pooled it
- Deciphering the potential of the C-reactive protein-albumin-lymphocyte index as a prognostic biomarker in malignancy: a systematic review and meta-analysis.Frontiers in oncology · 2026Pooled it
- Characterization of ZIC5 expression in esophageal squamous cell carcinoma and its association with patient survival.Oncology letters · 2026Article
- Association between microinflammatory state and cardiac valvular calcification in patients undergoing maintenance hemodialysis: a single-centre observational study.BMC nephrology · 2026Observational
- Nutritional prehabilitation strategies in abdominal surgery.Current opinion in clinical nutrition and metabolic care · 2026Review
- The prognostic value of the CALLY index in patients with metastatic hormone-sensitive prostate cancer.World journal of urology · 2026Article
- Article
- Association between the C-reactive protein-albumin-lymphocyte index and incident depression in patients with chronic obstructive pulmonary disease: a prospective cohort study from the UK biobank.Frontiers in medicine · 2026Article
- The CALLY index for risk stratification of advanced cardiovascular-kidney-metabolic syndrome and mortality: a dual-cohort study from NHANES and a real-world clinical setting.Frontiers in medicine · 2026Article
- High CALLY index is independently associated with lower odds of preserved ratio impaired spirometry (PRISm) and provides incremental predictive value: a retrospective observational study.Frontiers in medicine · 2026Article
- C-Reactive Protein-Albumin-Lymphocyte Index as a Predictor of All-Cause and Cardiovascular Mortality in Individuals With Diabetes or Prediabetes: A National Population-Based Cohort Study.International journal of endocrinology · 2026Article
- Pretreatment CRP-Albumin-Lymphocyte (CALLY) Index as a Prognostic Biomarker of Survival and Recurrence-Free Survival in Patients With Early-Stage Cervical Cancer After Radical Hysterectomy: A Multicenter Retrospective Cohort Study.Obstetrics and gynecology international · 2026Article
- Association between the C-reactive protein-albumin-lymphocyte index and cardiovascular incidence and mortality among patients with chronic kidney disease: a prospective study.Frontiers in immunology · 2026Article
- Prognostic significance of the CALLY index for cancer risk and survival: evidence from NHANES 2001-2018.World journal of surgical oncology · 2025Article
- The C-reactive Protein-Albumin-Lymphocyte Index Predicts Survival Outcomes in Esophageal Cancer: A Meta-Analysis.Cureus · 2025Review
- Prognostic value of the C-reactive protein-albumin-lymphocyte index versus traditional inflammatory markers after radical resection of colorectal cancer: a retrospective cohort study.Frontiers in medicine · 2025Article
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8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Esophageal cancer (EC) is a global health challenge with high mortality rates. The traditional TNM staging system is limited in its ability to provide accurate prognostic predictions. This study aimed to investigate the utility of the C-reactive protein-albumin-lymphocyte (CALLY) index in the evaluation of mid- to long-term outcomes in patients undergoing esophagectomy. Methods: We conducted a multi-center retrospective cohort study of 657 EC patients admitted between 2010 to 2024, with 553 patients from Shanghai General Hospital (training cohort) and 104 from Shanghai Sixth People's Hospital (validation cohort). Associations between the CALLY and overall survival (OS)/disease-free survival (DFS) were evaluated using multivariable-adjusted Cox regression analyses. Results: Patients with CALLY index > 2.55 were associated with significantly improved OS (adjusted hazard ratio [HR]: 0.55, 95% confidence interval [CI]: 0.43-0.71) and DFS (HR: 0.51, 0.40-0.65), independent of clinical risk factors. Incorporating CALLY index into clinical prediction models significantly enhanced discriminative ability (area under the receiver operating characteristic curve [AUROC] of OS: 0.719-0.752; AUROC of DFS: 0.745-0.788, P < 0.01). In the validation cohort, the same associations were also observed (HR of OS: 0.57, 95% CI: 0.42-0.78; HR of DFS: 0.53, 95% CI: 0.40-0.71). In both cohorts, CALLY index > 2.55 were associated with significantly reduced risk of recurrence. Conclusions: The CALLY index emerges as a cost-effective prognostic tool integrating inflammation-nutrition-immunity parameters. Its preoperative integration with tumor, node, and metastasis staging and other well-known risk factors might optimize risk stratification and guide personalized therapeutic strategies for EC patients undergoing esophagectomy.
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