Evidence map›Paper›PMID 40264172›Full record

ArticleBMC rheumatology2025

The C-reactive protein (CRP)-albumin-lymphocyte (CALLY) index exhibits an L-shaped association with all-cause mortality in rheumatoid arthritis patients: a retrospective cohort study.

Jialin Zhang, Yanhua Lin, Jingyan Zeng, Guihu Luo, Pan Liao, Qianyun Chen, Han Zhong, Simei Liang, Cailiu Zhou, Bin Yang and 1 more

Abstract read
In one paragraph

Article in BMC rheumatology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing 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

20 citing papers in PubMed.

  1. Article
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  3. First-Trimester Maternal CALLY Index Is Associated With Fetal Growth Restriction.American journal of reproductive immunology (New York, N.Y. : 1989) · 2026
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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

11 authors.

Jialin Zhang *Department of Rheumatology and Immunology, Shunde Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China.
Yanhua Lin *Department of Rheumatology and Immunology, Shunde Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China.
Jingyan ZengDepartment of Rheumatology and Immunology, The Third Affiliated Hospital of Southern Medical University, No. 183, Zhongshan Avenue West, Tianhe District, Guangzhou, 510630, China.
Guihu LuoDepartment of Rheumatology and Immunology, Shunde Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China.
Pan LiaoDepartment of Rheumatology and Immunology, Hunan University of Medicine General Hospital, HuaiHua, China.
Qianyun ChenDepartment of Rheumatology and Immunology, Shunde Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China.
Han ZhongDepartment of Rheumatology and Immunology, Shunde Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China.
Simei LiangDepartment of Rheumatology and Immunology, Shunde Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China.
Cailiu ZhouDepartment of Rheumatology and Immunology, Shunde Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China.
Bin YangDepartment of Rheumatology and Immunology, Shunde Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China. Ybinzjialin2024SMU@163.com.
Xing LiDepartment of Rheumatology and Immunology, The Third Affiliated Hospital of Southern Medical University, No. 183, Zhongshan Avenue West, Tianhe District, Guangzhou, 510630, China. eandclx@163.com.

Funding

Administration of Traditional Chinese Medicine of Guangdong Province 20241191Natural Science Foundation of Hunan Province 2021JJ40428Planned Science and Technology Project of HuaiHua 2020yj011735Scientific Research Start Plan of Shunde Hospital of Southern Medical University SRSP2019015
6 · The paper itself

Abstract

backgroundThe C-reactive protein (CRP)-albumin-lymphocyte (CALLY) index is a novel biomarker reflecting inflammation, nutrition, and immune status, and its potential clinical significance and prognostic role in patients with rheumatoid arthritis (RA) has not been reported.

aimThe objective of this study was to investigate whether CALLY is associated with all-cause mortality in RA patients.

methodsThe characteristics of 1101 RA patients and 18,047 non-RA individuals were collected from the National Health and Nutrition Examination Survey (NHANES) database between 1999 and 2010. The CALLY index is calculated as albumin × lymphocyte count / (CRP × 10). Multivariable Cox regression models were used to assess the association between the CALLY index and all-cause mortality in RA patients. Restricted cubic spline (RCS) analysis was applied to evaluate potential linear or nonlinear relationships between the CALLY index and mortality. Kaplan-Meier survival curves were used to assess survival probabilities across different CALLY levels in RA patients.The final analysis was conducted on July 10, 2024.

resultsMultivariable logistic regression analysis indicated that a low CALLY index was significantly associated with RA patients when compared to non-RA individuals, with an odds ratio (OR) of 0.74 (95% CI: 0.65-0.83). Cox regression models revealed that RA patients with a higher CALLY index showed a decreased risk of all-cause mortality, with a hazard ratio (HR) of 0.62 (95% CI: 0.51-0.77). RCS analysis demonstrated a L-shaped relationship between the CALLY index and survival outcomes of RA patients. Segmented regression identified an optimal cutoff value for the CALLY index at 12.79, where values below this threshold were inversely correlated with all-cause mortality risk. Subgroup analysis suggested a synergistic interaction between a high Log-CALLY index, male, and age below 60 years. Kaplan-Meier survival curve analysis showed significantly higher survival rates in the high CALLY group compared to the low CALLY group (P = 0.0012).

conclusionsThe CALLY index is a valuable biomarker for evaluating the prognosis of patients with RA, and a lower CALLY index indicates an increased long-term mortality risk in RA patients, which suggests the importance of comprehensive assessment for inflammatory status and immune function. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

All-cause mortalityCALLYNHANESRetrospective cohort studyRheumatoid arthritis

Identifiers

PMID40264172
PMCPMC12013003

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.