Evidence map›Paper›PMID 41461773›Full record

ArticleScientific reports2025

Protective role of the C-reactive protein-albumin-lymphocyte (CALLY) index for cardiovascular risk and mortality.

Ying Wen, Yusha Zhang, Yuanyuan Tang, Yaqin Chen

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Ying Wen *Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, 410011, Hunan, China.
Yusha Zhang *Department of Cardiology, The Second Xiangya Hospital, Central South University, No. 139, Renmin Middle Road, Furong District, Changsha, 410011, Hunan, China.
Yuanyuan TangPlastic surgery of breast cancer, the Affiliated Cancer Hospital of Xiangya School of Medicine, Hunan Cancer Hospital, Central South University, Changsha, 410013, Hunan, China.
Yaqin ChenDepartment of Cardiology, The Second Xiangya Hospital, Central South University, No. 139, Renmin Middle Road, Furong District, Changsha, 410011, Hunan, China. aviva9903@csu.edu.cn.

Funding

Hunan Provincial Natural Science Foundation 2025JJ50643
6 · The paper itself

Abstract

The C-reactive protein-albumin-lymphocyte (CALLY) index represents a novel immune-nutritional scoring system. However, the relationship between the CALLY index and cardiovascular disease (CVD) risk, as well as its association with all-cause and CVD mortality, remains to be elucidated. The binary weighted logistic regression models, Cox proportional hazards model, and Kaplan-Meier survival analysis curves were respectively used to analyze the relationship between CALLY index and outcomes. ROC curve was adopted to compare the predictive abilities of CALLY index and other inflammatory-related indexes. Moreover, restricted cubic splines (RCS) were employed to assess the potential nonlinear relationship between CALLY index and outcomes. We revealed an inverse association between CALLY index and CVD in U.S. general population (OR = 0.74, 95% CI 0.63-0.87). Moreover, elevated CALLY index was significantly associated with reduced risks of both all-cause mortality (HR = 0.62, 95% CI 0.50-0.78) and CVD mortality in CVD participants (HR = 0.68, 95% CI 0.49-0.94). RCS analysis demonstrated a linear relationship between the CALLY index and CVD in the U.S. general population and a non-linear relationship between CALLY index and all-cause and CVD mortality in CVD patients. The ROC analysis indicated that the CALLY index had a better discriminatory ability than other inflammatory-related indexes. Elevated baseline CALLY index levels were independently associated with a decreased incidence of CVD in the U.S. general population, as well as reduced risks of both all-cause mortality and CVD mortality among patients with CVD. This study suggested that the CALLY index had potential utility for risk stratification in clinical practice.

Indexed as

Cardiovascular DiseasesC-Reactive ProteinLymphocytesSerum AlbuminAdultAgedBiomarkersFemaleHeart Disease Risk FactorsHumansKaplan-Meier EstimateMaleMiddle AgedProportional Hazards ModelsRisk FactorsROC CurveBiomarkersC-Reactive ProteinSerum AlbuminAll-cause mortalityCardiovascular diseaseCardiovascular mortalityC-reactive protein-Albumin-Lymphocyte index

Identifiers

PMID41461773
PMCPMC12749595

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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.