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ORIGINAL RESEARCH article

Front. Nutr.

Sec. Clinical Nutrition

Volume 12 - 2025 | doi: 10.3389/fnut.2025.1681956

This article is part of the Research TopicNutritional Status and Nutritional Support in Hospitalized PatientsView all 8 articles

C-reactive Protein-Albumin-Lymphocyte (CALLY) Index Predicts Overall Survival in Elderly Japanese Patients with Dysphagia: A Retrospective Cohort Study

Provisionally accepted
  • 1Shanghai Jiao Tong University Medical School Affiliated Ruijin Hospital, Shanghai, China
  • 2Shanghai Ruijin Rehabilitation Hospital, Shanghai, China

The final, formatted version of the article will be published soon.

Background: The C-reactive protein-albumin-lymphocyte (CALLY) index serves as an established prognostic biomarker across multiple severe disease cohorts. Nevertheless, limited research has examined its relationship with overall survival among elderly Japanese individuals experiencing dysphagia. Objective: To evaluate the prognostic utility of the CALLY index for overall survival in a cohort of elderly Japanese patients with dysphagia. Methods: We conducted a retrospective single-center cohort study of 248 patients diagnosed with dysphagia between January 2014 and January 2017. The primary outcome was overall survival. The CALLY index was analyzed both continuously (natural log transformation) and by quartiles. Multivariable Cox proportional hazards models adjusted for relevant demographic, clinical, and nutritional covariates (including age, sex, comorbidities, hemoglobin, feeding modality, and daily caloric intake) were used to estimate hazard ratios (HR) and 95% confidence intervals (CI). Restricted cubic spline models assessed dose-response relationships. Kaplan-Meier analysis estimated median survival by CALLY quartile; subgroup analyses examined effect modification. Results: After natural log transformation, the CALLY index was independently associated with improved survival (HR=0.85, 95%CI:0.76–0.95, P=0.003). Using the lowest quartile (Q1) as reference, adjusted HR were 0.73 (95%CI:0.46–1.16, P=0.179) for Q2, 0.56 (95%CI:0.34–0.90, P=0.018) for Q3, and 0.44 (95%CI:0.25–0.78, P=0.005) for Q4. Restricted cubic spline analysis indicated a positive, approximately linear relationship between the CALLY index and overall survival. Median survival times were 887, 785, 362, and 153 days for Q4, Q3, Q2, and Q1, respectively. Subgroup analyses showed no significant interactions across prespecified strata. Conclusions: In this cohort of elderly Japanese patients with dysphagia, a higher CALLY index was associated with longer overall survival. These findings support the potential prognostic utility of the CALLY index in this population; prospective and multicentre validation is warranted.

Keywords: CALLY, C-reactive protein-albumin-lymphocyte index, dysphagia, Survival, prognosis

Received: 08 Aug 2025; Accepted: 30 Sep 2025.

Copyright: © 2025 Pan, Yang, Song, Wang and Xie. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Jixian Wang, wangjixian6@163.com
Qing Xie, ruijin_xq@163.com

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