Proteomics and transcriptome reveal the key transcription factors mediating the protection of Panax notoginseng saponins (PNS) against cerebral ischemia/reperfusion injury

被引:38
作者
Zhang, Jingjing [1 ,2 ]
Guo, Feifei [1 ]
Zhou, Rui [1 ]
Xiang, Changpei [1 ]
Zhang, Yi [1 ]
Gao, Jinhuan [1 ]
Cao, Guangzhao [1 ]
Yang, Hongjun [1 ]
机构
[1] China Acad Chinese Med Sci, Inst Chinese Mat Med, Beijing 100700, Peoples R China
[2] Chinese Inst Brain Res, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
Panax notoginseng saponins; Stroke; RNA-Seq; Transcription factor; Proteomics; NEURAL STEM-CELLS; PROLIFERATION; DIFFERENTIATION; GENE; NEUROPROTECTION; EXPRESSION; PROMOTES; PATHWAY; MODELS; NR2F6;
D O I
10.1016/j.phymed.2021.153613
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Background and purpose: Transcription factors (TFs) play a critical role in the cerebral ischemia/reperfusion injury (IRI). Panax notoginseng saponins (PNS) are extensively used in the treatment of acute cerebral ischemia in China, but the mechanism of their effects, especially at the TF level, remains unclear. In this study, a combination of transcriptomics, proteomics and network pharmacology analysis was used to identify the key TFs involved in the protection of PNS against middle cerebral artery occlusion (MCAO)-induced IRI. Methods and results: Sprague-Dawley rats which were subjected to 1.5 hours of MCAO-induced occlusionand then followed by reperfusion, were treated with PNS at a concentration of 36 mg/kg or 72 mg/kg daily for 7 days. PNS significantly decreased neurological deficient scores and infarction rate; prevented cerebral tissue damage; and reduced CASP3 activity, levels of TNF, IL1B and CCL2 after IRI. Through a combination of transcriptomics and proteomics, 9 critical TFs were identified, including Excision repair cross-complementing group 2 (ERCC2), Nuclear receptor subfamily 4 group A member 3 (NR4A3) and 7 other TFs. The targets of ERCC2 and NR4A3, such as Ubxn11, Ush2a, Numr2, Oxt, Ubxn11, Scrt2, Ttc34 and Lrrc23, were verified by using real-time PCR analysis. RNA-seq analyses indicated that PNS regulated nerve system development and inflammation, and the majority of the identified TFs were also involved in these processes. By using network pharmacology analysis, 73 chemical components in PNS were predicted to affect ERCC2, NR4A3 and 3 other identified TFs. Conclusion: ERCC2, NR4A3 and 7 other TFs were of importance in the protection of PNS against IRI. This study promoted the understanding of protective mechanism of PNS against cerebral IRI and facilitated the identification of possible targets of PNS.
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页数:11
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共 54 条
[1]   UniProt: a hub for protein information [J].
Bateman, Alex ;
Martin, Maria Jesus ;
O'Donovan, Claire ;
Magrane, Michele ;
Apweiler, Rolf ;
Alpi, Emanuele ;
Antunes, Ricardo ;
Arganiska, Joanna ;
Bely, Benoit ;
Bingley, Mark ;
Bonilla, Carlos ;
Britto, Ramona ;
Bursteinas, Borisas ;
Chavali, Gayatri ;
Cibrian-Uhalte, Elena ;
Da Silva, Alan ;
De Giorgi, Maurizio ;
Dogan, Tunca ;
Fazzini, Francesco ;
Gane, Paul ;
Cas-tro, Leyla Garcia ;
Garmiri, Penelope ;
Hatton-Ellis, Emma ;
Hieta, Reija ;
Huntley, Rachael ;
Legge, Duncan ;
Liu, Wudong ;
Luo, Jie ;
MacDougall, Alistair ;
Mutowo, Prudence ;
Nightin-gale, Andrew ;
Orchard, Sandra ;
Pichler, Klemens ;
Poggioli, Diego ;
Pundir, Sangya ;
Pureza, Luis ;
Qi, Guoying ;
Rosanoff, Steven ;
Saidi, Rabie ;
Sawford, Tony ;
Shypitsyna, Aleksandra ;
Turner, Edward ;
Volynkin, Vladimir ;
Wardell, Tony ;
Watkins, Xavier ;
Zellner, Hermann ;
Cowley, Andrew ;
Figueira, Luis ;
Li, Weizhong ;
McWilliam, Hamish .
NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) :D204-D212
[2]   Angioedema and Hemorrhage After 4.5-Hour tPA (Tissue-Type Plasminogen Activator) Thrombolysis Ameliorated by T541 via Restoring Brain Microvascular Integrity [J].
Chen, Qing-Fang ;
Liu, Yu-Ying ;
Pan, Chun-Shui ;
Fan, Jing-Yu ;
Yan, Li ;
Hu, Bai-He ;
Chang, Xin ;
Li, Quan ;
Han, Jing-Yan .
STROKE, 2018, 49 (09) :2211-2219
[3]   A novel nonsense mutation of ERCC2 in a Vietnamese family with xeroderma pigmentosum syndrome group D [J].
Chi-Bao Bui ;
Thao Thi Phuong Duong ;
Vien The Tran ;
Pham, Thuy Thanh T. ;
Tung Vu ;
Gia Cac Chau ;
Thanh-Niem Van Vo ;
Vinh Nguyen ;
Dieu-Thuong Thi Trinh ;
Minh Van Hoang .
HUMAN GENOME VARIATION, 2020, 7 (01)
[4]   Ginsenoside Rg1 protects against ischemic/reperfusion-induced neuronal injury through miR-144/Nrf2/ARE pathway [J].
Chu, Shi-feng ;
Zhang, Zhao ;
Zhou, Xin ;
He, Wen-bin ;
Chen, Chen ;
Luo, Piao ;
Liu, Dan-dan ;
Ai, Qi-di ;
Gong, Hai-fan ;
Wang, Zhen-zhen ;
Sun, Hong-shuo ;
Feng, Zhong-ping ;
Chen, Nai-hong .
ACTA PHARMACOLOGICA SINICA, 2019, 40 (01) :13-25
[5]   Neurological defects in trichothiodystrophy reveal a coactivator function of TFIIH [J].
Compe, Emmanuel ;
Malerba, Monica ;
Soler, Luc ;
Marescaux, Jacques ;
Borrelli, Emiliana ;
Egly, Jean-Marc .
NATURE NEUROSCIENCE, 2007, 10 (11) :1414-1422
[6]   Proteome-wide profiling of activated transcription factors with a concatenated tandem array of transcription factor response elements [J].
Ding, Chen ;
Chan, Doug W. ;
Liu, Wanlin ;
Liu, Mingwei ;
Li, Dong ;
Song, Lei ;
Li, Chonghua ;
Jin, Jianping ;
Malovannaya, Anna ;
Jung, Sung Yun ;
Zhen, Bei ;
Wang, Yi ;
Qin, Jun .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (17) :6771-6776
[7]  
Eppig JT, 2017, METHODS MOL BIOL, V1488, P47, DOI 10.1007/978-1-4939-6427-7_3
[8]   Nonhuman primate models of focal cerebral ischemia [J].
Fan, Jingjing ;
Li, Yi ;
Fu, Xinyu ;
Li, Lijuan ;
Hao, Xiaoting ;
Li, Shasha .
NEURAL REGENERATION RESEARCH, 2017, 12 (02) :321-328
[9]   CoREST/LSD1 Control the Development of Pyramidal Cortical Neurons [J].
Fuentes, Patricio ;
Canovas, Jose ;
Berndt, F. Andres ;
Noctor, Stephen C. ;
Kukuljan, Manuel .
CEREBRAL CORTEX, 2012, 22 (06) :1431-1441
[10]   Cerebro-oculo-facio-skeletal syndrome with a nucleotide excision-repair defect and a mutated XPD gene, with prenatal diagnosis in a triplet pregnancy [J].
Graham, JM ;
Anyane-Yeboa, K ;
Raams, A ;
Appeldoorn, E ;
Kleijer, WJ ;
Garritsen, VH ;
Busch, D ;
Edersheim, TG ;
Jaspers, NGJ .
AMERICAN JOURNAL OF HUMAN GENETICS, 2001, 69 (02) :291-300