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Introduction: Retinopathy is a multifactorial disease influenced by metabolism, immunity, inflammation, and other factors. The C-reactive protein-albumin-lymphocyte (CALLY) index is a novel immunonutritional score that has shown promise in various health contexts. This study aims to investigate the association between the CALLY index and retinopathy risk, and to compare its predictive performance with other established inflammatory markers.
Methods: Data from 5,439 participants in the 2005-2008 National Health and Nutrition Examination Survey (NHANES) were utilized. Multivariable-weighted logistic regression was employed to assess the association between the CALLY index and retinopathy risk. Additionally, the predictive performance of the CALLY index was compared with other inflammatory markers. Mediation analysis was conducted to explore potential mediating factors in the association between the CALLY index and retinopathy.
Results: Multivariable-weighted logistic regression revealed a significant inverse association between the CALLY index and retinopathy risk (OR = 0.96, 95% CI = 0.94-0.98, = 0.002). Participants in the highest CALLY index quartile exhibited a markedly lower risk of retinopathy ( < 0.001). The CALLY index demonstrated superior predictive performance compared to other inflammatory markers, with an area under the curve (AUC) of 0.672 (95% CI = 0.643-0.701). Mediation analysis indicated that high-density lipoprotein (HDL) levels partially mediated the association between the CALLY index and retinopathy.
Discussion: These findings highlight the CALLY index as a reliable, independent biomarker for retinopathy risk assessment, outperforming traditional inflammatory markers and oering potential clinical value for early identification of retinopathy in individuals with chronic diseases.
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http://dx.doi.org/10.3389/fnut.2025.1552020 | DOI Listing |
Lipids Health Dis
September 2025
The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China.
Background: The CRP-albumin-lymphocyte (CALLY) index has potential clinical value as a novel marker integrating inflammatory, nutritional and immune status in the development of colorectal polyps. This study examined whether gender factors influence the association between CALLY and colorectal polyps; in addition to elucidating whether metabolic pathways mediate this relationship.
Methods: This is a cross-sectional study including 5409 adult health screening participants who completed colonoscopy.
Asia Pac J Clin Oncol
September 2025
Department of Otorhinolaryngology, Head and Neck Surgery, Kitasato University School of Medicine, Sagamihara, Japan.
Background: In patients with recurrent or metastatic squamous cell carcinoma of the head and neck (R/M SCCHN), the correlation between hematological markers and treatment outcomes has been established. However, their predictive role in the development of immune-related adverse events (irAEs) remains unclear.
Methods: We conducted a multicenter retrospective cohort study to evaluate whether pre-treatment hematological markers-including neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), lymphocyte-to-monocyte ratio (LMR), and the CRP-albumin-lymphocyte (CALLY) index-predict the development of irAEs in 147 patients with R/M SCCHN treated with pembrolizumab.
J Gastrointest Cancer
September 2025
Firoozabadi Clinical Research Development Unit (F A CRD U), Iran , University of Medical Sciences (IUMS), Tehran, Iran.
Background: Colorectal cancer (CRC) has become one of the major health burdens in the world with high mortality rates, especially at the advanced stages. The C-reactive protein (CRP)-albumin-lymphocyte (CALLY) index is a novel multidimensional biomarker combining systemic inflammation, nutritional status, and immune function. This study evaluated the association between the CALLY index and overall survival (OS) as well as recurrence-free survival (RFS) in colorectal cancer (CRC) patients.
View Article and Find Full Text PDFDiabetol Metab Syndr
August 2025
Department of Infectious Disease, the First Affiliated Hospital of Jinan University, Guangzhou, 510630, China.
Background: Non‑alcoholic fatty liver disease (NAFLD) is characterized by excessive hepatic fat accumulation and is closely associated with inflammation and metabolic dysregulation. The C‑reactive protein-albumin-lymphocyte (CALLY) index, a composite marker of inflammation, immunity, and nutritional status, remains understudied in relation to NAFLD.
Methods: A crosssectional analysis was conducted using data from 7,271 U.
Anticancer Res
September 2025
Department of Otolaryngology-Head and Neck Surgery, Kurume University School of Medicine, Kurume, Japan.
Background/aim: Systemic inflammation, immunity, and nutrition-based prognostic indices (SIINBPIs) have been associated with cancer prognosis. This study evaluated their prognostic relevance in patients with recurrent or metastatic head and neck squamous cell carcinoma (R/M HNSCC) treated with nivolumab.
Patients And Methods: We retrospectively analyzed 103 R/M HNSCC patients who received nivolumab.