TY - JOUR
T1 - Mulberry leaf regulates differentially expressed genes in diabetic mice liver based on RNA-seq analysis
AU - Ge, Qi
AU - Zhang, Shu
AU - Chen, Liang
AU - Tang, Min
AU - Liu, Lanlan
AU - Kang, Mengna
AU - Gao, Lu
AU - Ma, Shangshang
AU - Yang, Yanhua
AU - Lv, Peng
AU - Kong, Ming
AU - Yao, Qin
AU - Feng, Fan
AU - Chen, Keping
N1 - Publisher Copyright:
© 2018 Ge, Zhang, Chen, Tang, Liu, Kang, Gao, Ma, Yang, Lv, Kong, Yao, Feng and Chen.
PY - 2018/8/7
Y1 - 2018/8/7
N2 - The pathogenesis of diabetes mellitus is a complicated process involving much gene regulation. The molecular mechanism of mulberry (Morus alba L.) leaf in the treatment of diabetes is not fully understood. In this study, we used the Illumina HiSeq™ 2,500 platform to explore the liver transcriptome of normal mice, STZ-induced diabetic mice, and mulberry leaf-treated diabetic mice, and we obtained 52,542,956, 52,626,414, and 52,780,196 clean reads, respectively. We identified differentially expressed genes (DEGs) during the pathogenesis of diabetes in mice. The functional properties of DEGs were characterized by comparison with the GO and KEGG databases, and the results show that DEGs are mainly involved in the metabolic pathway. qRT-PCR was used to analyse 27 differential genes involved in liver expression in different groups of diabetic mice. Among the DEGs, the expression of Scube1, Spns3, Ly6a, Igf2, and other genes between the control (C) and diabetic control (DC) groups was significantly upregulated; the expression of Grb10, Mup2, and Fasn was significantly downregulated; the expression of the Sqle, Lss, and Irs2 genes between the C group and diabetic group treated with mulberry (DD) was significantly upregulated; the expression of Fabp2, Ly6a, and Grb10 was significantly downregulated; and the expression of Sqle and Lss was significantly upregulated in the DC and DD groups, but Tap1, Igf2, and Spns3 were significantly downregulated. The results of Western blot validation showed that dynamic changes in proteins, such as IGF2, Ly6a, Grb10, and UBD, occurred to regulate the incidence of diabetes by influencing the insulin receptor substrate (IRS) signaling pathway.
AB - The pathogenesis of diabetes mellitus is a complicated process involving much gene regulation. The molecular mechanism of mulberry (Morus alba L.) leaf in the treatment of diabetes is not fully understood. In this study, we used the Illumina HiSeq™ 2,500 platform to explore the liver transcriptome of normal mice, STZ-induced diabetic mice, and mulberry leaf-treated diabetic mice, and we obtained 52,542,956, 52,626,414, and 52,780,196 clean reads, respectively. We identified differentially expressed genes (DEGs) during the pathogenesis of diabetes in mice. The functional properties of DEGs were characterized by comparison with the GO and KEGG databases, and the results show that DEGs are mainly involved in the metabolic pathway. qRT-PCR was used to analyse 27 differential genes involved in liver expression in different groups of diabetic mice. Among the DEGs, the expression of Scube1, Spns3, Ly6a, Igf2, and other genes between the control (C) and diabetic control (DC) groups was significantly upregulated; the expression of Grb10, Mup2, and Fasn was significantly downregulated; the expression of the Sqle, Lss, and Irs2 genes between the C group and diabetic group treated with mulberry (DD) was significantly upregulated; the expression of Fabp2, Ly6a, and Grb10 was significantly downregulated; and the expression of Sqle and Lss was significantly upregulated in the DC and DD groups, but Tap1, Igf2, and Spns3 were significantly downregulated. The results of Western blot validation showed that dynamic changes in proteins, such as IGF2, Ly6a, Grb10, and UBD, occurred to regulate the incidence of diabetes by influencing the insulin receptor substrate (IRS) signaling pathway.
KW - Diabetes mellitus
KW - Gene expression
KW - Mulberry leaf powder
KW - QRT-PCR
KW - RNA-Seq
KW - Transcript level
KW - Western blotting
UR - https://www.scopus.com/pages/publications/85054931607
U2 - 10.3389/fphys.2018.01051
DO - 10.3389/fphys.2018.01051
M3 - Article
AN - SCOPUS:85054931607
SN - 1664-042X
VL - 9
JO - Frontiers in Physiology
JF - Frontiers in Physiology
IS - AUG
M1 - 1051
ER -