Association of Gla-Rich Protein (GRP) With Inflammatory Markers in Critically Ill Patients: A Cross-Sectional Observational Study

dc.contributor.author Eygi, Elif
dc.contributor.author Bayrakci, Sinem
dc.contributor.author Bayrakci, Onur
dc.contributor.author Ayhan, Nazire Ates
dc.contributor.author Atlas, Ahmet
dc.contributor.author Kilinc, Metin
dc.contributor.author Dokuyucu, Recep
dc.date.accessioned 2025-10-15T16:05:30Z
dc.date.available 2025-10-15T16:05:30Z
dc.date.issued 2025
dc.description.abstract Objectives: Gla-rich protein (GRP), a vitamin K-dependent protein, has been increasingly recognized for its dual role in modulating inflammation and inhibiting pathological calcification. Despite its emerging importance in chronic conditions, limited evidence exists regarding its behavior during acute critical illness. This study aimed to investigate the association between GRP, systemic inflammatory markers, oxidative stress (via total thiol oxidation-reduction ratio, TORR), and calcium metabolism in critically ill patients. Materials and Methods: This cross-sectional observational study included 93 critically ill patients admitted to the intensive care unit (ICU) and 60 age- and sex-matched non-critically ill volunteers. Serum GRP levels were measured using ELISA. Other biomarkers including TORR, C-reactive protein (CRP), procalcitonin (PCT), white blood cell count (WBC), immature granulocytes (IGs), and serum calcium were also analyzed. Pearson's correlation, multivariate linear regression, and ROC analysis were performed to assess the relationships among GRP and biochemical markers, as well as their capacity to differentiate ICU patients from controls. Results: GRP, TORR, CRP, PCT, WBC, IGs, and ferritin levels were significantly elevated in ICU patients compared to the control group, whereas serum calcium levels were markedly reduced (all p < 0.05). GRP levels demonstrated moderate positive correlations with WBC (r = 0.47), neutrophils (r = 0.51), TORR (r = 0.42), CRP (r = 0.30), and IGs (r = 0.46), and a strong negative correlation with calcium (r = -0.63). In multivariate regression, TORR, CRP, WBC, IGs, PCT, and calcium levels showed significant correlations with GRP levels in univariate analysis. ROC analysis revealed that CRP had the highest discriminatory power (AUC = 0.88; 95% CI: 0.82-0.94), followed by TORR (AUC = 0.79; 95% CI: 0.71-0.86), GRP (AUC = 0.76; 95% CI: 0.68-0.84), and IGs (AUC = 0.77; 95% CI: 0.69-0.85), for distinguishing ICU patients from non-critically ill individuals. Conclusions: Our findings demonstrated that GRP is significantly associated with systemic inflammation, oxidative stress, and calcium metabolism disturbances in critically ill patients. The combined evaluation of GRP and TORR may enhance the understanding of inflammatory and oxidative mechanisms in acute critical illness. Although this study did not assess patient outcomes, these biomarkers could serve as promising candidates for future prognostic research in ICU settings. en_US
dc.identifier.doi 10.3390/metabo15090611
dc.identifier.issn 2218-1989
dc.identifier.scopus 2-s2.0-105017379944
dc.identifier.uri https://doi.org/10.3390/metabo15090611
dc.identifier.uri https://hdl.handle.net/20.500.12514/9803
dc.language.iso en en_US
dc.publisher MDPI en_US
dc.relation.ispartof Metabolites en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject Gla-Rich Protein (GRP) en_US
dc.subject Total Thiol Oxidation Reduction Ratio (TORR) en_US
dc.subject Inflammation en_US
dc.subject Oxidative Stress en_US
dc.subject Calcium Metabolism en_US
dc.subject Intensive Care en_US
dc.title Association of Gla-Rich Protein (GRP) With Inflammatory Markers in Critically Ill Patients: A Cross-Sectional Observational Study
dc.type Article en_US
dspace.entity.type Publication
gdc.author.scopusid 59143370300
gdc.author.scopusid 57221697693
gdc.author.scopusid 57219225690
gdc.author.scopusid 57268379100
gdc.author.scopusid 57218368966
gdc.author.scopusid 58140549600
gdc.author.scopusid 58140549600
gdc.author.wosid Ates Ayhan, Nazire/Afy-6659-2022
gdc.author.wosid Dokuyucu, Recep/A-5201-2014
gdc.author.wosid Eygi, Elif/Kma-5046-2024
gdc.author.wosid Atlas, Ahmet/A-7725-2019
gdc.author.wosid Kilinc, Metin/Llk-3354-2024
gdc.description.department Artuklu University en_US
gdc.description.departmenttemp [Eygi, Elif] Gaziantep City Hosp, Dept Anesthesiol & Reanimat, TR-27100 Gaziantep, Turkiye; [Bayrakci, Sinem] Gaziantep City Hosp, Dept Intens Care, TR-27100 Gaziantep, Turkiye; [Bayrakci, Onur] Gaziantep City Hosp, Dept Thorac Surg, TR-27100 Gaziantep, Turkiye; [Ayhan, Nazire Ates] Sanliurfa Training & Res Hosp, Dept Intens Care, TR-63040 Sanliurfa, Turkiye; [Atlas, Ahmet] Harran Univ, Fac Med, Dept Anesthesiol & Reanimat, TR-63040 Sanliurfa, Turkiye; [Kilinc, Metin] Mardin Artuklu Univ, Fac Med, Dept Anesthesiol & Reanimat, TR-47200 Mardin, Turkiye; [Dokuyucu, Recep] Med Specializat Training Ctr TUSMER, Dept Physiol, TR-06230 Ankara, Turkiye en_US
gdc.description.issue 9 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q3
gdc.description.volume 15 en_US
gdc.description.woscitationindex Science Citation Index Expanded
gdc.description.wosquality Q2
gdc.identifier.pmid 41002995
gdc.identifier.wos WOS:001581601600001

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