Chinese Journal of Tissue Engineering Research ›› 2026, Vol. 30 ›› Issue (31): 8122-8134.doi: 10.12307/2026.421
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Rong Qiong, Guo Yu, Wang Tingting, Tan Xiaobing
Online:2026-11-08
Published:2026-05-23
Contact:
Tan Xiaobing, MS, Chief physician, Center of Stomatology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming 650032, Yunnan Province, China
About author:Rong Qiong, MD, Associate chief physician, Center of Stomatology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming 650032, Yunnan Province, China
Supported by:CLC Number:
Rong Qiong, Guo Yu, Wang Tingting, Tan Xiaobing. Gene expression regulatory network and molecular mechanism involved in odontogenic differentiation of human dental pulp stem cells-derived induced pluripotent stem cells[J]. Chinese Journal of Tissue Engineering Research, 2026, 30(31): 8122-8134.
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2.3 差异表达mRNA富集分析 共获得1 069条GO通路(生物过程951条、分子功能45条、细胞组成73条)和335条KEGG通路(P < 0.05)。GO生物过程分析发现差异表达mRNA主要富集于“胚胎器官发育”“区域化”“间质发育”等;GO细胞组成分析显示在“含胶原细胞外基质”“局灶黏附”“细胞前缘”等部位显著富集;GO分子功能则集中在“DNA结合转录激活因子活性”“肌动蛋白结合”等方面(图4A)。KEGG分析表明差异表达mRNA富集于 “发育与再生”“细胞群落-真核生物”“信号转导”“Wnt信号通路”和“细胞外基质-受体互作”等通路(图4B)。GO富集的“含胶原细胞外基质”与KEGG“细胞外基质-受体互作”通路相呼应,提示细胞外基质重构在成牙本质分化中的作用;GO“胚胎器官发育”与KEGG“Wnt信号通路”联动,进一步支持该通路在牙本质形成中的调控地位。 "
2.4 关键基因筛选和定位分析 共发现12 785个mRNA受到493个差异表达miRNA调控,与3 863个差异表达miRNA交集获得1 060个差异表达mRNA(图5A,B),图5C展示的是差异表达mRNA的蛋白质-蛋白质相互作用网络,包括332个节点和3 434条边,最终选择6个为关键基因:纤维连接蛋白1(FN1)、雌激素受体1(ESR1)、Smad家族成员3(SMAD3)、信号转导与转录激活因子3(STAT3)、表皮生长因子受体(EGFR)和Zeste同源物增强子2(EZH2)(图5D)。染色体定位分析显示纤维连接蛋白1、雌激素受体1、Smad家族成员3和信号转导与转录激活因子3分别位于染色体2,6,15,17上,表皮生长因子受体和Zeste同源物增强子2位于染色体7上(图5E);亚细胞定位分析发现Smad家族成员3、信号转导与转录激活因子3、雌激素受体1和Zeste同源物增强子2可能在胞核中发挥作用,纤维连接蛋白1和表皮生长因子受体分别位于胞外膜和质膜(图5F)。 "
2.5 基因集富集分析 KEGG分析显示6个关键基因主要富集于“转化生长因子β信号通路”“泛素介导的蛋白水解”“RNA降解”“细胞周期”等通路。纤维连接蛋白1、雌激素受体1、Smad家族成员3、表皮生长因子受体、Zeste同源物增强子2还参与“Wnt信号通路”“花生四烯酸代谢”等途径(图6A-F)。HALLMARK基因集分析进一步发现这些基因主要富集于“转化生长因子β信号通路”“未折叠蛋白反应”“E2F靶标”“ 过氧化物酶体增殖物激活受体信号通路”和“有丝分裂纺锤体”等关键通路(图7A-F),提示这些基因可能通过转化生长因子β信号通路在牙髓干细胞来源诱导性多能干细胞成牙本质分化过程中发挥重要作用。 "
2.6 分子调控网络的构建 长链非编码RNA-miRNA-mRNA网络包含5个关键基因(纤维连接蛋白1、雌激素受体1、信号传导及转录激活因子3、表皮生长因子受体、Zeste同源物增强子2)、22个差异表达miRNA和144个差异表达长链非编码RNA(图8A);环状RNA-miRNA-mRNA网络包含4个关键基因(纤维连接蛋白1、雌激素受体1、表皮生长因子受体、Zeste同源物增强子2)、20个差异表达miRNA和13个差异表达环状RNA(图8B),结果显示miR-302、miR-519和miR-520家族是雌激素受体1的主要调控因子;LINC01128、AL139287.1等长链非编码RNA和circ_0002189、circ_0001781等环状RNA通过miR-200b-3p和miR-200c-3p调节纤维连接蛋白1的表达,而LINC02593、AL513327.2等长链非编码RNA和circ_0001781、circ_0002009等环状RNA通过miR-124-3p调节Zeste同源物增强子2的表达。 2.7 转录因子的预测结果 转录因子预测分析表明, 6个关键基因共有4个上游转录因子,分别是染色质域解旋酶DNA 结合蛋白 1(CHD1)、干扰素调节因子3(IRF3)、E1A结合蛋白P300(EP300)、胰腺和十二指肠同源盒1(PDX1)。其中,干扰素调节因子3是6个关键基因的调节因子,EZH2同时受到4个转录因子的调节(图8C)。此外,3个转录因子(染色质域解旋酶DNA结合蛋白 1、干扰素调节因子3和E1A结合蛋白P300)与6个关键基因存在较强相关性(图8D),X2K网络显示了排名前7的蛋白激酶和前10的转录因子(图8E)。 "
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