The diagnostic value of serum Neuroapoptosis-regulating invertase (NARC1), von Willebrand factor (vWF), and Protein G3a levels in type 2 diabetes patients with macrovascular lesions
Serum NARC1, vWF, and G3a levels in T2DM with macrovascular lesions
Abstract
[Objective] To evaluate the diagnostic value of serum Neuroapoptosis-regulating invertase (NARC1), von Willebrand factor (vWF), and Protein G3a levels in type 2 diabetes patients complicated with macrovascular lesions.
[Methods] The type 2 diabetes group consisted of 420 patients with the disease who were admitted to the hospital between January 2021 and June 2024. 150 healthy people who visited this hospital for checkups within the same time frame were chosen to be part of the healthy control group. Based on the diagnostic criteria for macrovascular disease, individuals with type 2 diabetes were split into two groups: 236 patients with simple diabetes and 184 patients with macrovascular disease. The changes in the serum NARC1, vWF and Protein G3a levels in each group were observed, serum NARC1, vWF, and Protein G3a levels in individuals with type 2 diabetes were compared before and after treatment using univariate, and the diagnostic efficacy of the three indicators in macrovascular disease complicated with type 2 diabetes was analyzed.
[Results] Serum NARC1 and vWF levels were significantly greater in the type 2 diabetes group, although serum Protein G3a levels were significantly lower (P<0.05) than in the healthy control group. Prior to therapy, the macrovascular lesion group's serum NARC1 and vWF levels were considerably higher than those of the simple diabetes group (P<0.05). After treatment, the levels of serum NARC1 and vWF in both groups were significantly lower than those before treatment. However, the levels in the macrovascular lesion group were still greater than those in the simple diabetes group, and the difference was statistically significant (P<0.05). Prior to therapy, the macrovascular lesion group's serum Protein G3a level was considerably lower than the simple diabetes group's (P<0.05). Although the difference was statistically significant (P<0.05), the group with macrovascular lesions still had a lower level than the group with simple diabetes. According to univariate analysis, the proportions of people aged ≥60 and with a diabetes course of ≥10 years, as well as low-density lipoprotein cholesterol and triglyceride levels, were considerably greater in the group with macrovascular lesions than in the group with uncomplicated diabetes, and the differences were statistically significant (P<0.05). Multivariate analysis revealed that patients with type 2 diabetes mellitus, increased levels of NARC1 and vWF were independent risk factors for macrovascular disease (P<0.05), whereas elevated serum Protein G3a levels were a protective factor for macrovascular disease in type 2 diabetes mellitus patients (P<0.05). The sensitivity of the combined detection of serum NARC1, vWF and Protein G3a in diagnosing type 2 diabetes complicated with macrovascular lesions was 89.4%, the specificity was 90.0%, and the area under the curve (AUC) was 0.959. The AUC was significantly greater than those of NARC1 (Z=4.160, P<0.01) and vWF (Z=4.059, P<0.01). Although individual Protein G3a indications were found (Z=5.186, P<0.01).
[Conclusion] NARC1, vWF and Protein G3a are involved in macrovascular disease complicated with type 2 diabetes. When these three indications are detected together, they are highly effective in detecting macrovascular disease that is complicated by type 2 diabetes.
References
2.Pitocco D, Popolla V, Rizzi A, Lancellotti S, Tartaglione L, Sacco M, Viti L, Mazzotta FA, Iezzi R, Santoliquido A, Caputo S, Flex A, Pontecorvi A, De Cristofaro R. Von Willebrand factor hyperactivity affects the outcome of lower limb revascularization in subjects with type 2 diabetes mellitus complicated by diabetic foot vasculopathy: An observational pilot study. J Diabetes Complications. 2024 Jan;38(1):108653. doi: 10.1016/j.jdiacomp.2023.108653. Epub 2023 Nov 25. PMID: 38039934.
3.McGuire DK, Busui RP, Deanfield J, Inzucchi SE, Mann JFE, Marx N, Mulvagh SL, Poulter N, Engelmann MDM, Hovingh GK, Ripa MS, Gislum M, Brown-Frandsen K, Buse JB. Effects of oral semaglutide on cardiovascular outcomes in individuals with type 2 diabetes and established atherosclerotic cardiovascular disease and/or chronic kidney disease: Design and baseline characteristics of SOUL, a randomized trial. Diabetes Obes Metab. 2023 Jul;25(7):1932-1941. doi: 10.1111/dom.15058. Epub 2023 Apr 11. PMID: 36945734.
4.McGuire DK, Busui RP, Deanfield J, Inzucchi SE, Mann JFE, Marx N, Mulvagh SL, Poulter N, Engelmann MDM, Hovingh GK, Ripa MS, Gislum M, Brown-Frandsen K, Buse JB. Effects of oral semaglutide on cardiovascular outcomes in individuals with type 2 diabetes and established atherosclerotic cardiovascular disease and/or chronic kidney disease: Design and baseline characteristics of SOUL, a randomized trial. Diabetes Obes Metab. 2023 Jul;25(7):1932-1941. doi: 10.1111/dom.15058. Epub 2023 Apr 11. PMID: 36945734.
5.Nair ATN, Wesolowska-Andersen A, Brorsson C, Rajendrakumar AL, Hapca S, Gan S, Dawed AY, Donnelly LA, McCrimmon R, Doney ASF, Palmer CNA, Mohan V, Anjana RM, Hattersley AT, Dennis JM, Pearson ER. Heterogeneity in phenotype, disease progression and drug response in type 2 diabetes. Nat Med. 2022 May;28(5):982-988. doi: 10.1038/s41591-022-01790-7. Epub 2022 May 9. PMID: 35534565.
6.Marfella R, Prattichizzo F, Sardu C, Rambaldi PF, Fumagalli C, Marfella LV, La Grotta R, Frigé C, Pellegrini V, D'Andrea D, Cesaro A, Calabrò P, Pizzi C, Antonicelli R, Ceriello A, Mauro C, Paolisso G. GLP-1 receptor agonists-SGLT-2 inhibitors combination therapy and cardiovascular events after acute myocardial infarction: an observational study in patients with type 2 diabetes. Cardiovasc Diabetol. 2024 Jan 6;23(1):10. doi: 10.1186/s12933-023-02118-6. PMID: 38184582; PMCID: PMC10771648.
7.Bonaca MP, Catarig AM, Hansen Y, Houlind K, Ramesh CK, Ludvik B, Nordanstig J, Rasouli N, Sourij H, Verma S. Design and baseline characteristics of the STRIDE trial: evaluating semaglutide in people with symptomatic peripheral artery disease and type 2 diabetes. Eur Heart J Cardiovasc Pharmacother. 2025 Jan 11;10(8):728-737. doi: 10.1093/ehjcvp/pvae071. PMID: 39424598; PMCID: PMC11724141.
8.Li Y, Li D, Lin J, Zhou L, Yang W, Yin X, Xu C, Cao Z, Wang Y. Proteomic signatures of type 2 diabetes predict the incidence of coronary heart disease. Cardiovasc Diabetol. 2025 Mar 14;24(1):120. doi: 10.1186/s12933-025-02670-3. PMID: 40087642; PMCID: PMC11909814.
9.Wu L, Zheng Y, Liu J, Luo R, Wu D, Xu P, Wu D, Li X. Comprehensive evaluation of the efficacy and safety of LPV/r drugs in the treatment of SARS and MERS to provide potential treatment options for COVID-19. Aging (Albany NY). 2021 Apr 20;13(8):10833-10852. doi: 10.18632/aging.202860. Epub 2021 Apr 20. PMID: 33879634; PMCID: PMC8109137.
10.Marx N, Husain M, Lehrke M, Verma S, Sattar N. GLP-1 Receptor Agonists for the Reduction of Atherosclerotic Cardiovascular Risk in Patients With Type 2 Diabetes. Circulation. 2022 Dec 13;146(24):1882-1894. doi: 10.1161/CIRCULATIONAHA.122.059595. Epub 2022 Dec 12. PMID: 36508493.
11.Strain WD, Frenkel O, James MA, Leiter LA, Rasmussen S, Rothwell PM, Sejersten Ripa M, Truelsen TC, Husain M. Effects of Semaglutide on Stroke Subtypes in Type 2 Diabetes: Post Hoc Analysis of the Randomized SUSTAIN 6 and PIONEER 6. Stroke. 2022 Sep;53(9):2749-2757. doi: 10.1161/STROKEAHA.121.037775. Epub 2022 May 18. PMID: 35582947; PMCID: PMC9389936.
12.Wu L, Zhong Y, Wu D, Xu P, Ruan X, Yan J, Liu J, Li X. Immunomodulatory Factor TIM3 of Cytolytic Active Genes Affected the Survival and Prognosis of Lung Adenocarcinoma Patients by Multi-Omics Analysis. Biomedicines. 2022 Sep 10;10(9):2248. doi: 10.3390/biomedicines10092248. PMID: 36140350; PMCID: PMC9496572.
13.Młynarska E, Czarnik W, Dzieża N, Jędraszak W, Majchrowicz G, Prusinowski F, Stabrawa M, Rysz J, Franczyk B. Type 2 Diabetes Mellitus: New Pathogenetic Mechanisms, Treatment and the Most Important Complications. Int J Mol Sci. 2025 Jan 27;26(3):1094. doi: 10.3390/ijms26031094. PMID: 39940862; PMCID: PMC11817707.
14.Singh A, Shadangi S, Gupta PK, Rana S. Type 2 Diabetes Mellitus: A Comprehensive Review of Pathophysiology, Comorbidities, and Emerging Therapies. Compr Physiol. 2025 Feb;15(1):e70003. doi: 10.1002/cph4.70003. PMID: 39980164.
15.Lee Jia Jia I, Zampetti S, Pozzilli P, Buzzetti R. Type 2 diabetes in children and adolescents: Challenges for treatment and potential solutions. Diabetes Res Clin Pract. 2024 Nov;217:111879. doi: 10.1016/j.diabres.2024.111879. Epub 2024 Oct 5. PMID: 39369858.
16.Hu S, Ji W, Zhang Y, Zhu W, Sun H, Sun Y. Risk factors for progression to type 2 diabetes in prediabetes: a systematic review and meta-analysis. BMC Public Health. 2025 Mar 31;25(1):1220. doi: 10.1186/s12889-025-21404-4. PMID: 40165126; PMCID: PMC11956339.
17.Wu L, Liu Q, Ruan X, Luan X, Zhong Y, Liu J, Yan J, Li X. Multiple Omics Analysis of the Role of RBM10 Gene Instability in Immune Regulation and Drug Sensitivity in Patients with Lung Adenocarcinoma (LUAD). Biomedicines. 2023 Jun 29;11(7):1861. doi: 10.3390/biomedicines11071861. PMID: 37509501; PMCID: PMC10377220.
18.Pellegrini V, La Grotta R, Carreras F, Giuliani A, Sabbatinelli J, Olivieri F, Berra CC, Ceriello A, Prattichizzo F. Inflammatory Trajectory of Type 2 Diabetes: Novel Opportunities for Early and Late Treatment. Cells. 2024 Oct 8;13(19):1662. doi: 10.3390/cells13191662. PMID: 39404426; PMCID: PMC11476093.
19.Asmat K, Sivarajan Froelicher E, Dhamani KA, Gul R, Khan N. Effect of patient-centered self-management intervention on glycemic control, self-efficacy, and self-care behaviors in South Asian adults with type 2 diabetes mellitus: A multicenter randomized controlled trial. J Diabetes. 2024 Sep;16(9):e13611. doi: 10.1111/1753-0407.13611. PMID: 39264007; PMCID: PMC11391380.
20.Misra S, Khunti K, Goyal A, Gable D, Armocida B, Tandon N, Sachdev P, Wild SH, Hivert MF, Beran D. Managing early-onset type 2 diabetes in the individual and at the population level. Lancet. 2025 Jun 28;405(10497):2341-2354. doi: 10.1016/S0140-6736(25)01067-0. Epub 2025 Jun 23. PMID: 40570864.
21.Wu L, Zheng Y, Ruan X, Wu D, Xu P, Liu J, Wu D, Li X. Long-chain noncoding ribonucleic acids affect the survival and prognosis of patients with esophageal adenocarcinoma through the autophagy pathway: construction of a prognostic model. Anticancer Drugs. 2022 Jan 1;33(1):e590-e603. doi: 10.1097/CAD.0000000000001189. PMID: 34338240; PMCID: PMC8670349.
22.Yan M, Yu Y, Li S, Zhang P, Yu J. Effectiveness of King's Theory of Goal Attainment in Blood Glucose Management for Newly Diagnosed Patients With Type 2 Diabetes: Randomized Controlled Trial. J Med internet Res. 2024 Oct 31;26:e59142. doi: 10.2196/59142. PMID: 39481094; PMCID: PMC11565083.
23.Luk AOY, Wu H, Fan Y, Fan B, O CK, Chan JCN. Young-onset type 2 diabetes-Epidemiology, pathophysiology, and management. J Diabetes Investig. 2025 Jul;16(7):1157-1172. doi: 10.1111/jdi.70081. Epub 2025 May 24. PMID: 40411309; PMCID: PMC12209521.
24.Wu L, Zhong Y, Yu X, Wu D, Xu P, Lv L, Ruan X, Liu Q, Feng Y, Liu J, Li X. Selective poly adenylation predicts the efficacy of immunotherapy in patients with lung adenocarcinoma by multiple omics research. Anticancer Drugs. 2022 Oct 1;33(9):943-959. doi: 10.1097/CAD.0000000000001319. Epub 2022 Aug 9. PMID: 35946526; PMCID: PMC9481295.
25.Sola T, Sola FM, Jehkonen M. The Effects of Type 2 Diabetes on Cognitive Performance: A Review of Reviews. Int J Behav Med. 2024 Dec;31(6):944-958. doi: 10.1007/s12529-024-10274-6. Epub 2024 Mar 11. PMID: 38467963; PMCID: PMC11588889.
26.Kwok CS, Phillips A, Mukherjee S, Patel MG, Hanif W. Missed Opportunities in Type 2 Diabetes Mellitus: A Narrative Review. Curr Diabetes Rev. 2024;20(9):e150124225648. doi: 10.2174/0115733998274651231117101511. PMID: 38243953.
27.da Cunha Agostini L, da Silva GN. Type 2 Diabetes Mellitus and bladder cancer: A narrative review on associated signaling pathways. Mol Aspects Med. 2025 Aug;104:101381. doi: 10.1016/j.mam.2025.101381. Epub 2025 Jun 20. PMID: 40543419.
28.Gandhi A, Rajkumar R, Dakka SN, Sania J, Khurram F, Cabrera J, N L S. Mindfulness training for cardiovascular health in type 2 diabetes: A critical review. Curr Probl Cardiol. 2024 Dec;49(12):102833. doi: 10.1016/j.cpcardiol.2024.102833. Epub 2024 Sep 21. PMID: 39313043.
29.Wu L, Li H, Liu Y, Fan Z, Xu J, Li N, Qian X, Lin Z, Li X, Yan J. Research progress of 3D-bioprinted functional pancreas and in vitro tumor models. International Journal of Bioprinting. 2024, 10(1), 1256. doi: 10.36922/ijb.1256.
30.Hills S, Terry D, Gazula S, Browning C. Type 2 Diabetes and Lifestyle Discussions With Practice Nurses in Primary Health Care: A Scoping Review of Patient Experiences. Nurs Open. 2025 Oct;12(10):e70321. doi: 10.1002/nop2.70321. PMID: 41025146; PMCID: PMC12481042.
31.Tian Y, Jing G, Ma M, Yin R, Zhang M. Microglial activation and polarization in type 2 diabetes-related cognitive impairment: A focused review of pathogenesis. Neurosci Biobehav Rev. 2024 Oct;165:105848. doi: 10.1016/j.neubiorev.2024.105848. Epub 2024 Aug 13. PMID: 39142542.
32.Scott L, Truong LL, Houlden RL, Wijeratne DT. Screening and Management Recommendations for Type 2 Diabetes in Women With Breast Cancer. Can J Diabetes. 2024 Feb;48(1):66-72. doi: 10.1016/j.jcjd.2023.07.008. Epub 2023 Jul 19. PMID: 37474100.
33.Lekha PPS, Azeez EPA. Psychosocial Facilitators and Barriers to Type 2 Diabetes Management in Adults: A Meta-Synthesis. Curr Diabetes Rev. 2024;20(8):110-123. doi: 10.2174/0115733998283436231207093250. PMID: 38310483.
34.Kacem H, d'Angelo M, Qosja E, Topi S, Castelli V, Cimini A. The Inflammatory Bridge Between Type 2 Diabetes and Neurodegeneration: A Molecular Perspective. Int J Mol Sci. 2025 Aug 5;26(15):7566. doi: 10.3390/ijms26157566. PMID: 40806709; PMCID: PMC12347821.
35.Henson J, Covenant A, Hall AP, Herring L, Rowlands AV, Yates T, Davies MJ. Waking Up to the Importance of Sleep in Type 2 Diabetes Management: A Narrative Review. Diabetes Care. 2024 Mar 1;47(3):331-343. doi: 10.2337/dci23-0037. PMID: 38394635.
36.Taylor R. The Twin Cycle Hypothesis of type 2 diabetes etiology: From concept to national NHS programme. Exp Physiol. 2025 Jul;110(7):984-991. doi: 10.1113/EP092009. Epub 2025 Feb 3. PMID: 39898429; PMCID: PMC12209326.
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