Prognostic significance of the CRP–albumin–lymphocyte (CALLY) index in esophageal cancer: systematic review and meta-analysis


Abstract

BACKGROUND AND OBJECTIVE: Esophageal cancer (EC) is associated with marked regional disparities, poor 5-year survival (15%–25%), and limited progress in therapeutic outcomes. The TNM staging system has reduced accuracy for long-term survival prediction, particularly after neoadjuvant therapy. The C-reactive protein – Albumin – Lymphocyte (CALLY) index—integrating inflammation (C-reactive protein), nutrition (albumin), and immunity (lymphocytes)—emerges as a novel prognostic biomarker. This study aims to evaluate its association with survival outcomes in patients with EC.

METHODS : Following the PRISMA guidelines and PROSPERO registration (CRD420251125031), two researchers independently screened and extracted data from all relevant original articles published from database inception to July 2025. Study quality was assessed using the NOS score. Meta-analysis was performed using RevMan 5.3 software, and the risk of bias was assessed using risk of bias plots and funnel plots.

RESULTS : Seven studies involving 2243 patients were included in this meta-analysis. Results revealed that the CALLY index was an independent prognostic factor for 5-year overall survival (OS) and recurrence-free survival (RFS) in univariate and multivariate analyses, and a high CALLY index was a favorable prognostic factor. Moreover, patients with EC in the high CALLY index group had better 5-year OS and RFS than those in the low CALLY index group.

CONCLUSION : The pretreatment CALLY index is a robust, independent prognostic biomarker for EC that significantly predicts improved OS and RFS.

Ask to review this manuscript

Notes for potential reviewers

  • Volunteering is not a guarantee that you will be asked to review. There are many reasons: reviewers must be qualified, there should be no conflicts of interest, a minimum of two reviewers have already accepted an invitation, etc.
  • This is NOT OPEN peer review. The review is single-blind, and all recommendations are sent privately to the Academic Editor handling the manuscript. All reviews are published and reviewers can choose to sign their reviews.
  • What happens after volunteering? It may be a few days before you receive an invitation to review with further instructions. You will need to accept the invitation to then become an official referee for the manuscript. If you do not receive an invitation it is for one of many possible reasons as noted above.

  • PeerJ does not judge submissions based on subjective measures such as novelty, impact or degree of advance. Effectively, reviewers are asked to comment on whether or not the submission is scientifically and technically sound and therefore deserves to join the scientific literature. Our Peer Review criteria can be found on the "Editorial Criteria" page - reviewers are specifically asked to comment on 3 broad areas: "Basic Reporting", "Experimental Design" and "Validity of the Findings".
  • Reviewers are expected to comment in a timely, professional, and constructive manner.
  • Until the article is published, reviewers must regard all information relating to the submission as strictly confidential.
  • When submitting a review, reviewers are given the option to "sign" their review (i.e. to associate their name with their comments). Otherwise, all review comments remain anonymous.
  • All reviews of published articles are published. This includes manuscript files, peer review comments, author rebuttals and revised materials.
  • Each time a decision is made by the Academic Editor, each reviewer will receive a copy of the Decision Letter (which will include the comments of all reviewers).

If you have any questions about submitting your review, please email us at [email protected].