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Updated: Apr 28, 2026

Glycan Node Analysis: A Bottom-up Approach to Glycomics
Published on: May 22, 2016
Circulating soluble advanced glycation end product is inversely associated with the significant risk of developing
Lan He1, Hongguang Bao, Jing Xue
1Basic Medical Science College, Qiqihar Medical University, Bukui North Street 333, Jianhua District, Qiqihar, 161006, Heilongjiang, China.
Abstract:
Currently, advanced glycation end product (RAGE) is receiving much attention in carcinogenesis research due to its involvement in cancer progression and metastasis. We therefore sought to examine the association of circulating soluble RAGE (sRAGE) with all types of cancer by a meta-analysis. The PubMed and EMBASE databases were searched before March 1, 2014. Data and study quality were assessed in duplicate. Effect estimates were expressed as weighted mean difference (WMD) and its 95 % confidence interval (CI). Altogether, nine eligible articles including 1,337 cancer patients and 1,839 controls were analyzed. The overall analysis indicated that circulating sRAGE was remarkably reduced by 222.07 pg/ml in cancer patients compared with controls (95 % CI: -373.77 to -70.37; P = 0.004), with heterogeneity and without publication bias. In subgroup analyses, this reduction was weakened yet still significant in prospective studies (WMD = -87.62; 95 % CI: -138.60 to -36.63; P = 0.001) with improved heterogeneity (I (2) = 56.5 %; P = 0.056). Restricting analyses to the large studies (total number of subjects ≥200) identified significant reduction of circulating sRAGE in cancer patients relative to controls (WMD = -231.34; 95 % CI: -450.10 to -12.58; P = 0.038). Further meta-regression analysis showed that smoking status explained some part of heterogeneity for the association of circulating sRAGE with cancer risk (regression coefficient: -67.02; P = 0.046). Our findings demonstrate a protective role of circulating sRAGE in the development of cancer, especially in patients without diabetes mellitus or with normal renal function.
Insights
Circulating soluble receptor for advanced glycation end products (sRAGE) levels are significantly lower in cancer patients compared to healthy individuals. This suggests sRAGE may play a protective role in cancer development, particularly in those without diabetes or with normal kidney function.
Area of Science:
- Oncology
- Biomarkers
- Molecular carcinogenesis
Background:
- Receptor for advanced glycation end products (RAGE) is implicated in cancer progression and metastasis.
- Understanding the role of circulating soluble RAGE (sRAGE) in carcinogenesis is crucial for developing targeted therapies.
- Previous studies have suggested a link between sRAGE and various cancer types, but a comprehensive analysis is needed.
Purpose of the Study:
- To conduct a meta-analysis examining the association between circulating soluble RAGE (sRAGE) and all types of cancer.
- To quantify the difference in sRAGE levels between cancer patients and control groups.
- To explore potential sources of heterogeneity in the observed association.
Main Methods:
- Systematic literature search of PubMed and EMBASE databases up to March 1, 2014.
- Meta-analysis of nine eligible studies including 1,337 cancer patients and 1,839 controls.
- Data extraction and quality assessment performed in duplicate; effect estimates calculated as weighted mean difference (WMD) with 95% confidence intervals (CI).
Main Results:
- Overall analysis revealed significantly reduced circulating sRAGE levels in cancer patients compared to controls (WMD = -222.07 pg/ml; 95% CI: -373.77 to -70.37; P = 0.004).
- Subgroup analyses showed a significant reduction in prospective studies (WMD = -87.62 pg/ml; P = 0.001) and large studies (≥200 subjects; WMD = -231.34 pg/ml; P = 0.038).
- Meta-regression indicated that smoking status partially explained the heterogeneity in the sRAGE-cancer association (P = 0.046).
Conclusions:
- Circulating sRAGE levels are significantly lower in individuals with cancer, suggesting a potential protective role in cancer development.
- The findings are particularly relevant for patients without diabetes mellitus or with normal renal function.
- Further research is warranted to elucidate the precise mechanisms underlying the association between sRAGE and cancer risk.
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