Transcriptome Analysis Identifies Oxidative Stress Injury Biomarkers for Diabetic Nephropathy

被引:1
|
作者
Oropeza-Valdez, Juan Jose [1 ]
Hernandez, Jose de la Cruz Moreira [2 ]
Jaime-Sanchez, Elena [3 ]
Lopez-Ramos, Ernesto [4 ]
Lara-Ramirez, Edgar E. [5 ]
Hernandez, Yamile Lopez [6 ]
Castaneda-Delgado, Julio Enrique [7 ]
Moreno, Jose Antonio Enciso [8 ,9 ]
机构
[1] Univ Autonoma Zacatecas, Unidad Acad Ciencias Biol, Lab Metabol & Prote, Zacatecas, Mexico
[2] Inst Mexicano Seguro Social, Hosp Gen Zona Dr Emilio Varela Lujan 1, Zacatecas, Zacatecas, Mexico
[3] Univ Autonoma Zacatecas, Area Ciencias Salud, Carretera Zacatecas, Guadalajara, Zacatecas, Mexico
[4] Inst Politecn Nacl, Ctr Estudios Cient & Tecnol 18, Zacatecas, Mexico
[5] Inst Mexicano Seguro Social, Unidad Invest Biomed Zacatecas, Zacatecas, Zacatecas, Mexico
[6] Univ Autonoma Zacatecas, Consejo Nacl Ciencia & Tecnol, Unidad Acad Ciencias Biol, Lab Metabol & Prote, Zacatecas, Mexico
[7] Consejo Nacl Ciencia & Technol, Ciudad De Mexico, Mexico
[8] Univ Autonoma Queretaro, Fac Quim, Posgrad Quim Clin Diagnost, Santiago De Queretaro, Mexico
[9] Univ Autonoma Queretaro, Fac Quim, Posgrad Qulm Clln Diagnost, Cerro Campanas S-N, Queretaro 76010, Mexico
关键词
Diabetic Nephropathy; Diabetes; Transcriptome; Microarray; Biomarkers; RENAL-INSUFFICIENCY; DNA-DAMAGE; MECHANISMS; APOPTOSIS; PROTEIN;
D O I
10.1016/j.arcmed.2022.12.004
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background. The early diagnosis of diabetic nephropathy (DN) is essential for improving the prognosis and effectively manage patients affected with this disease. The standard biomarkers, including albuminuria and glomerular filtration rate, are not very precise. New molecular biomarkers are needed to more accurately identify DN and better predict disease progression. Characteristic DN biomarkers can be identified using transcriptomic analysis.Aim of the Study. To evaluate the transcriptomic profile of controls (CTRLs, n = 15), patients with prediabetes (PREDM, n = 15), patients with type-2 diabetes mellitus (DM2, n = 15), and patients with DN ( n = 15) by microarray analysis to find new biomarkers. RT-PCR was then used to confirm gene biomarkers specific for DN.Materials and Methods. Blood samples were used to isolate RNA for microarray ex-pression analysis. 26,803 unique gene sequences and 30,606 LncRNA sequences were evaluated-Selected gene biomarkers for DN were validated using qPCR assays. Sen-sitivity, specificity, and area under the curve (AUC) were calculated as measures of diagnostic accuracy.Results. The DN transcriptome was composed of 300 induced genes, compared to CTRLs, PREDM, and DM-2 groups. RT-qPCR assays validated that METLL22, PFKL, CCNB1 and CASP2 genes were induced in the DN group compared to CTRLs, PREDM, and DM-2 groups. The ROC analysis for these four genes showed 0.9719, 0.8853, 0.8533 and 0.7748 AUC values, respectively.Conclusion. Among induced genes in the DN group, we found that CASP2, PFKL and CCNB1 may potentially be used as biomarkers to diagnose DN. Of these, METLL22 had the highest AUC score, at 0.9719.(c) 2022 Instituto Mexicano del Seguro Social (IMSS). Published by Elsevier Inc. All rights reserved.
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收藏
页码:17 / 26
页数:10
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