# Serum-Soluble Receptor for Advanced Glycation End Products as a Potential Biomarker in Lung Cancer Patients

**Authors:** Emmanouil Panagiotou, Anastasia Georganta, Efstathios Garoflos, Eleftheria Karaviti, Dimitra Karaviti, Athanasios Kontogiannis, Sofia Chorianopoulou, Elias Kotteas, Nikolaos Syrigos, Melpomeni Peppa

PMC · DOI: 10.3390/jpm16030140 · Journal of Personalized Medicine · 2026-03-02

## TL;DR

This study explores serum sRAGE as a potential blood-based biomarker for lung cancer, showing its links to immune, metabolic, and inflammatory factors.

## Contribution

The study is the first to investigate serum sRAGE levels in lung cancer patients and their associations with clinical and inflammatory markers.

## Key findings

- Pre-treatment sRAGE levels strongly correlate with post-treatment levels in lung cancer patients.
- sRAGE levels moderately correlate with PD-L1 tumor proportion scores in NSCLC patients.
- A preliminary link between decreased sRAGE and worse overall survival in SCLC patients was observed.

## Abstract

Background: Lung cancer (LC) remains the leading cause of cancer-related mortality worldwide. Soluble receptor for advanced glycation end products (sRAGE) has emerged as a candidate biomarker in metabolic, inflammatory, and malignant diseases, although its prognostic significance in LC remains uncertain. Methods: Serum sRAGE levels were prospectively measured at baseline and prior to the second cycle of treatment in patients with non-small-cell lung cancer (NSCLC) and small-cell lung cancer (SCLC). Associations of sRAGE with overall survival (OS), progression-free survival (PFS), clinical features, and other biomarkers were analyzed. Results: In total, 42 patients were enrolled in this study. sRAGE was detected in 16 patients (38.1%) at baseline and in 15 patients (37.5%) after the first cycle of treatment. Pre-treatment sRAGE levels were strongly correlated with post-treatment levels (Pearson’s r = 0.78; 95% CI, 0.61–0.88; p = 4.1 × 10−9) and moderately correlated with PD-L1 tumor proportion score in NSCLC patients (Spearman’s ρ = 0.4, p = 0.049). Pre-treatment sRAGE levels tended to be higher in patients with indeterminate/high risk of liver fibrosis compared to patients with low risk (Wilcoxon rank-sum test, p = 0.041). Post-treatment change in sRAGE levels was correlated with whole blood cell count-derived inflammatory markers. A preliminary association between decreased sRAGE and overall survival in SCLC patients was observed. Conclusions: Serum sRAGE shows potential as a blood-based biomarker reflecting metabolic, immune, and inflammatory status in lung cancer, warranting further investigation to clarify its prognostic and therapeutic relevance.

## Linked entities

- **Proteins:** AGER (advanced glycosylation end-product specific receptor), CD274 (CD274 molecule)
- **Diseases:** lung cancer (MONDO:0005138), non-small-cell lung cancer (MONDO:0005233), small-cell lung cancer (MONDO:0008433)

## Full-text entities

- **Genes:** TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774] {aka ADMIO, ADMIO1, APRF, HIES}, TACC2 (transforming acidic coiled-coil containing protein 2) [NCBI Gene 10579] {aka AZU-1, ECTACC}, GPT (glutamic--pyruvic transaminase) [NCBI Gene 2875] {aka AAT1, ALT, ALT1, GPT1, SGPT}, HMGB1 (high mobility group box 1) [NCBI Gene 3146] {aka HMG-1, HMG1, HMG3, SBP-1}, JAK2 (Janus kinase 2) [NCBI Gene 3717] {aka JTK10}, RENBP (renin binding protein) [NCBI Gene 5973] {aka RBP, RNBP}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, AGER (advanced glycosylation end-product specific receptor) [NCBI Gene 177] {aka RAGE, SCARJ1, sRAGE}, SLC17A5 (solute carrier family 17 member 5) [NCBI Gene 26503] {aka AST, ISSD, NSD, SD, SIALIN, SIASD}, FGFR2 (fibroblast growth factor receptor 2) [NCBI Gene 2263] {aka BBDS, BEK, BFR-1, CD332, CEK3, CFD1}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}
- **Diseases:** systemic (MESH:D015619), NSCLC (MESH:D002289), hypertension (MESH:D006973), cardiotoxicity (MESH:D066126), cardiovascular complications (MESH:D002318), breast cancer (MESH:D001943), chronic liver disease (MESH:D008107), hyperglycemia (MESH:D006943), critical illness (MESH:D016638), SD (MESH:D012735), stable disease (MESH:D060050), PD (MESH:D010300), liver fibrosis (MESH:D008103), ARDS (MESH:D012128), lung diseases (MESH:D008171), myocardial ischemia (MESH:D017202), diabetes (MESH:D003920), systemic diseases (MESH:D034721), COPD (MESH:D029424), Inflammatory (MESH:D007249), neurodegeneration (MESH:D019636), stage II-III disease (MESH:D007676), coronary artery disease (MESH:D003324), hyperthyroidism (MESH:D006980), rheumatoid arthritis (MESH:D001172), renal failure (MESH:D051437), alveolar epithelial injury (MESH:D009375), Chest Diseases (MESH:D002637), dyslipidemia (MESH:D050171), lung adenocarcinoma (MESH:D000077192), gastric, colorectal, pancreatic and breast cancer (MESH:C537262), insulin resistance (MESH:D007333), SCLC (MESH:D055752), injury to (MESH:D014947), melanoma (MESH:D008545), metabolic, (MESH:D008659), lung infections (MESH:D012141), sepsis (MESH:D018805), acute lung injury (MESH:D055371), NASH (MESH:D005235), bone metastases (MESH:D009362), chronic (MESH:D002908), tuberculosis (MESH:D014376), obesity (MESH:D009765), NAFLD (MESH:D065626), Tumors (MESH:D009369), fibrosis (MESH:D005355), death (MESH:D003643), LC (MESH:D008175)
- **Chemicals:** carboplatin (MESH:D016190), sugars (MESH:D000073893), glucose (MESH:D005947), lipids (MESH:D008055), camrelizumab (MESH:C000631724), pemetrexed (MESH:D000068437), ROS (-), AGEs (MESH:D017127)
- **Species:** Homo sapiens (human, species) [taxon 9606], Nicotiana tabacum (American tobacco, species) [taxon 4097]
- **Cell lines:** SP263 — Homo sapiens (Human), Melanoma, Cancer cell line (CVCL_B6L0)

## Full text

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## Figures

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## References

71 references — full list in the complete paper: https://tomesphere.com/paper/PMC13028320/full.md

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Source: https://tomesphere.com/paper/PMC13028320