BCAT1通过增强线粒体功能并激活NF-κB通路促进肺腺癌发展

BCAT1 promotes lung adenocarcinoma progression through enhanced mitochondrial function and NF-κB pathway activation BCAT1通过增强线粒体功能并激活NF-κB通路促进肺腺癌发展 1 2 equal first-author 1 equal 2 1 3 1 1 4 3 1 4 corresp corresp Jintao ZHANG, jtzhang@zzu.edu.cn Jintao ZHANG, jtzhang@zzu.edu.cn Jianying ZHANG, jianyingzhang@hotmail.com Jianying ZHANG, jianyingzhang@hotmail.com jianyingzhang@hotmail.com https://orcid.org/0000-0003-2938-9526 1 4 corresp Jintao ZHANG, jtzhang@zzu.edu.cn Jintao ZHANG, jtzhang@zzu.edu.cn jtzhang@zzu.edu.cn https://orcid.org/0000-0001-8879-0286 Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450052, China Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450052, China 郑州大学河南省医药科学研究院，中国郑州市，450052 郑州大学河南省医药科学研究院，中国郑州市，450052 School of Basic Medical Sciences, Academy of Medical Science, Zhengzhou University, Zhengzhou 450052, China School of Basic Medical Sciences, Academy of Medical Science, Zhengzhou University, Zhengzhou 450052, China 郑州大学医学科学院基础医学院，中国郑州市，450052 郑州大学医学科学院基础医学院，中国郑州市，450052 School of Life Sciences, Zhengzhou University, Zhengzhou 450001, China School of Life Sciences, Zhengzhou University, Zhengzhou 450001, China 郑州大学生命科学学院，中国郑州市，450001 郑州大学生命科学学院，中国郑州市，450001 Henan Key Laboratory of Tumor Epidemiology, State Key Laboratory of Esophageal Cancer Prevention and Treatment, Zhengzhou University, Zhengzhou 450052, China Henan Key Laboratory of Tumor Epidemiology, State Key Laboratory of Esophageal Cancer Prevention and Treatment, Zhengzhou University, Zhengzhou 450052, China 郑州大学河南省肿瘤流行病学重点实验室，食管癌防治国家重点实验室，中国郑州市，450052 郑州大学河南省肿瘤流行病学重点实验室，食管癌防治国家重点实验室，中国郑州市，450052 目的 2 ：探究BCAT1在肺腺癌发展过程中的生物学作用及其分子机制。 创新点： 2 首次证实BCAT1通过调控线粒体功能和NF-κB通路影响肺腺癌发展，为肺腺癌发展的分子机制研究和临床治疗提供了新见解。 方法： 2 首先通过免疫组化确定BCAT1蛋白在临床肺腺癌患者癌与癌旁组织中的表达，然后采用慢病毒侵染法构建BCAT1过表达或敲低的A549稳转株并进行增殖、迁移和侵袭实验。此外分别通过裸鼠皮下成瘤实验研究BCAT1对肺腺癌体内成瘤与肿瘤生长能力的影响；通过CCK8、qRT-PCR、活性氧与氧消耗率检测等实验研究BCAT1对支链氨基酸代谢和线粒体功能的影响。最后经转录组学与蛋白质免疫印迹（western blot）筛选并确定BCAT1影响肺腺癌发展的信号通路。 结论： 2 BCAT1蛋白在肺腺癌患者的肺癌组织中呈过高表达状态，且BCAT1可增强肺腺癌细胞在体外与体内的增殖与迁移侵袭能力。BCAT1蛋白可能通过增强肺腺癌细胞中支链氨基酸代谢、线粒体生物合成和呼吸作用，降低胞内ROS含量，下调 NFKBIB 转录水平并激活NF-κB通路，促进肺腺癌发展。 BCAT1 肺腺癌 线粒体功能 活性氧 NF-κB Lung cancer is one of the most prevalent and malignant cancers, among which lung adenocarcinoma (LUAD) accounts for the majority and remains a major cause of cancer-related mortality worldwide ( Cui et al., 2019 Cui et al., 2019 ). Despite the growing intensity of research on the pathobiology and progression of lung cancer and the fact that many genes have been identified as potential drivers and targets for therapy ( Luo et al., 2019 Luo et al., 2019 ; Zhang et al., 2019 Zhang et al., 2019 ), the treatment and prognosis of lung cancer patients have hardly improved. Therefore, this study aimed to investigate the precise mechanism of lung cancer development and explore efficient diagnostic and therapeutic methods for clinical treatment. Branched-chain aminotransferase 1 (BCAT1) plays an important role in the metabolism of branched-chain amino acids (BCAAs). BCAAs, including leucine, isoleucine, and valine, are essential nutrients for protein synthesis and cell growth, also providing energy for cancer cell proliferation ( Ananieva and Wilkinson, 2018 Ananieva and Wilkinson, 2018 ). BCAT1 is upregulated in many types of cancer and has been proposed as a prognostic cancer cell marker ( Zhang and Han, 2017 Zhang and Han, 2017 ; Xu et al., 2018 Xu et al., 2018 ). Besides, BCAT1 upregulation was reported to promote cancer cell proliferation, cell cycle progression, differentiation, invasion, and metastasis ( Oktyabri et al., 2016 Oktyabri et al., 2016 ; Zhu et al., 2017 Zhu et al., 2017 ). BCAT1 and its metabolites are involved in the metabolism of cancer cells through different mechanisms, such as mitochondrial biogenesis and fatty acid metabolism. For example, glutamate generated from the metabolism of BCAAs is an important source of α‍-ketoglutarate, which is an intermediate product of the tricarboxylic acid (TCA) cycle and provides energy for cell growth ( Fu et al., 2019 Fu et al., 2019 ). BCAT1 also promotes the growth of breast cancer cells by improving mammalian target of rapamycin (mTOR)-mediated mitochondrial biogenesis and function, while BCAT1 suppression results in the downregulation of genes implicated in lipid production and protein synthesis, and eventually inhibits tumor growth ( Ananieva and Wilkinson, 2018 Ananieva and Wilkinson, 2018 ). Taken together, BCAT1 plays an essential role in cancer development, and therefore, clarifying the associated functions and mechanisms during LUAD development is necessary and may guide improved treatments for LUAD patients. Firstly, we investigated the protein expression levels of BCAT1 in tumors and surrounding normal lung tissues from LUAD patients. Tissue microarrays containing 86 pairs of tissue specimen were examined by immunohistochemical (IHC) staining. The BCAT1 expression rates were scored as 0, 1‍‒‍2, and 3‍‒‍4 for negative, weakly positive, and positive staining, respectively. As shown in Fig. 1 Fig. 1 a, the frequency of positive staining for BCAT1 in tumor tissues was significantly higher (69 of 86 (80.2%)) than that in normal tissues (14 of 86 (16.3%)), while there were 5 (5.8%) and 61 (70.9%) cases with negative BCAT1 staining in tumor and normal tissues, respectively. According to the “staining intensity score” and “staining positive rate score” based on the IHC results, the protein expression level of BCAT1 was significantly higher in LUAD tumor tissues compared to normal lung tissues ( Fig. 1 Fig. 1 b, P < 0.0001). Furthermore, the statistical analysis of LUAD specimens indicated that the expression level of BCAT1 was positively associated with local lymphatic metastasis ( P =0.0304) and the tumor node metastasis (TNM) stage ( P =0.0189), but not with the sex, age, tumor size, distant metastasis, or overall survival ( Fig. 1 Fig. 1 c). Next, we studied the functions of BCAT1 in tumor development of LUAD cells in vitro and in vivo. We detected the expression levels of BCAT1 in normal and LUAD cell lines, among which A549 presented a moderate expression level of BCAT1 and was used for the functional study of BCAT1 in LUAD development (Fig. S1). We constructed a BCAT1 knockdown LUAD cell line (BCAT1-sh1) and found that BCAT1 knockdown significantly decreased the proliferation rate and colony numbers of LUAD cells ( Figs. 2 Figs. 2 a‍‒2c). Besides, BCAT1 knockdown decreased the wound closure ability of LUAD cells and reduced the migratory and invasive cell numbers, which was consistent with the upregulation of E-cadherin and downregulation of vimentin ( Figs. 2 Figs. 2 d‍‒2f). Then, the proliferation, migration, and invasive abilities of another BCAT1 knockdown LUAD cell line (BCAT1-sh2) and control LUAD cells were examined, and the results showed that cells transfected with BCAT1-sh2 had similar characteristics to BCAT1-sh1‍-transfected cells when compared to control LUAD cells (Fig. S2). Therefore, we constructed a BCAT1‍-‍overexpressing LUAD cell line (BCAT1-OE) and found that the cell proliferation rate and colony formation ability of cells with BCAT1 overexpression were both considerably higher than those of control cells (Lv-con) ( Figs. 3 Figs. 3 a‍‒‍3c). BCAT1 overexpression also accelerated the speed of wound closure, and enhanced the migration and invasion abilities of LUAD cells ( Figs. 3 Figs. 3 d‍ and ‍3e). Besides, the expression level of E-cadherin was decreased while that of vimentin was increased in BCAT1‍-overexpressing cells ( Fig. 3 Fig. 3 f). Subsequently, BCAT1 overexpressing and control cells were implanted subcutaneously into nude mice. Five weeks later, the mice were sacrificed and tumors were collected. As shown in Figs. 3 3 g and 3 3 h, the volume and weight of tumor xenografts from the BCAT1 overexpressing group were higher than those from the control group. Additionally, IHC analysis revealed that BCAT1 overexpression was maintained in the tumor xenografts ( Fig. 3 Fig. 3 i). Since BCAT1 is an important enzyme in the metabolism of BCAAs, we examined the effects of BCAA supplementation on BCAT1-overexpressing LUAD cells ( Fig. 4 Fig. 4 a). It was found that the cell proliferation ability was enhanced with increasing BCAA concentration. Then, we examined the sensitivity of BCAT1-overexpressing and control cells to BCAA supplementation. As compared to the control cells, the cell proliferation ability of BCAT1-overexpressing cells was increased with leucine and isoleucine supplementation, while there was no difference in the cell proliferation ability under valine supplementation ( Fig. 4 Fig. 4 b). To better understand the impact of BCAT1 overexpression on BCAA metabolism in LUAD cells, we determined the messenger RNA (mRNA) levels of several important genes associated with BCAA metabolism. As demonstrated in Figs. 4 4 c and 4 4 d, the transcription levels of genes promoting BCAA metabolism, including branched-chain ketoacid dehydrogenase E1α ( BCKDHA ), branched-chain ketoacid dehydrogenase E1β ( BCKDHB ), and enoyl-coenzyme A hydratase short chain 1 ( ECHS1 ), were increased, whereas the level of branched-chain ketoacid dehydrogenase kinase ( BCKDK ), which is a BCAA metabolism inhibitor, was downregulated in BCAT1‍-overexpressing cells. Since there is evidence that enhanced BCAA metabolism is closely associated with mitochondrial respiration and reactive oxygen species (ROS) production ( Ko et al., 2020 Ko et al., 2020 ), we determined the oxygen consumption by measuring the cellular oxygen consumption rate (OCR), which was increased in BCAT1 overexpressing cells, while BCAT1 inhibition decreased the OCR ( Figs. 4 Figs. 4 e and S3a). The results for the expression levels of regulators of mitochondrial synthesis, including peroxisome proliferator-activated receptor-γ coactivator 1‍-‍α ( PGC1α ), nuclear respiratory factor 1 ( NRF-1 ), and mitochondrial transcription factor A ( TFAM ) by quantitative reverse transcription-polymerase chain reaction (qRT-PCR), showed that BCAT1 overexpression enhanced the mRNA levels of these regulators ( Fig. 4 Fig. 4 f). Next, we determined the cellular ROS level and found that BCAT1 overexpression decreased the ROS content, while BCAT1 knockdown increased the ROS content ( Figs. 4 Figs. 4 g and S3b). Besides, the mRNA levels of antioxidants including superoxide dismutase 1 ( SOD1 ), SOD2 , catalase ( CAT ), and glutathione peroxidase 1 ( GPX1 ) increased in BCAT1 overexpressing cells ( Fig. 4 Fig. 4 h), which further confirmed that BCAT1 overexpression decreased oxidative stress in LUAD cells. In order to further study the mechanism by which BCAT1 promotes LUAD development, RNA sequencing was performed in BCAT1-overexpressing and control LUAD cells. The global transcriptome maps revealed a total number of 17 503 genes. About 440 differentially expressed genes (DEGs) were identified, among which 139 genes were downregulated and 301 genes were upregulated in BCAT1‍-overexpressing cells (Fig. S4a). Gene Ontology (GO) analysis was performed and the molecular function analysis showed that the DEGs were mostly characterized by functions such as binding and catalytic activity ( Fig. 5 Fig. 5 a). Besides, the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway classification and enrichment analysis indicated that the DEGs were mainly enriched in advanced glycation end-product (AGE)‍-receptor for AGE (RAGE) signaling pathway, metabolic processes, cell adhesion, migration, and so on ( Figs. 5 Figs. 5 b and S4b). These results demonstrated that signal transduction and metabolism were two important aspects that were mostly affected by BCAT1 in LUAD cells. Among the DEGs, nuclear factor-‍κB (NF‍-‍‍‍κB) inhibitor β ( NFKBIB ) was significantly downregulated in BCAT1-overexpressing cells, which possibly indicated the activation of NF‍-‍κB signaling pathway. To verify this hypothesis, we first detected the transcription level of NFKBIB by qRT-PCR, and found that it was decreased in BCAT1‍-overexpressing cells and increased in BCAT1 knockdown cells, as compared to control cells ( Fig. 5 Fig. 5 c). Subsequently, the expression levels of proteins involved in the NF‍-‍κB signaling pathway were investigated ( Fig. 5 Fig. 5 d). BCAT1 overexpression resulted in higher expression levels of inhibitor of κB kinase α/β (IKKα/β) and phosphorylated p65 (p-p65), and lower expression level of NF-‍κB inhibitor α (IKBα). We also detected the expression levels of IKKα/β and p-p65 in BCAT1 knockdown cells and found that both of them were decreased (Fig. S4c). Moreover, we treated BCAT1‍-overexpressing and control cells with ammonium pyrrolidinedithiocarbamate (PDTC), which is an inhibitor of NF-‍κB pathway activation. As shown in Fig. 5 Fig. 5 e, PDTC treatment inhibited the proliferation ability of both BCAT1‍-overexpressing and control cells, and the inhibitive effect was positively related to the concentration of PDTC. Besides, compared to the control cells, BCAT1‍-overexpressing cells were much more sensitive to PDTC treatment. We also examined the effects of PDTC on the migration and invasion abilities of BCAT1‍-overexpressing cells and found that PDTC treatment significantly decreased the numbers of migratory and invasive cells ( Fig. 5 Fig. 5 f). Our findings were partially consistent with the findings of a previous study, in which BCAT1 was upregulated in tumor tissues of lung cancer patients, and BCAT1 overexpression promoted lung cancer development ( Lin et al., 2020 Lin et al., 2020 ). This suggested that BCAT1 protein could serve as a promising biomarker for lung cancer diagnosis including LUAD, and that BCAT1 is a carcinogenic factor during LUAD development. In addition, a complementary DNA (cDNA) microarray containing cDNA extracted from fifteen pairs of tissue samples was analyzed by qRT-PCR, and the transcription level of BCAT1 showed no difference between the tumor and normal lung tissues of LUAD patients, which was consistent with the mRNA expression values in the Gene Expression Profiling Interactive Analysis (GEPIA) database, but different from that in the Cancer Genome Atlas (TCGA) database (Fig. S5). Therefore, the mRNA level of BCAT1 was not stable in clinical tissue samples, and transcriptional and post-transcriptional regulations were probably important to maintaining high protein expression levels of BCAT1 in LUAD patients. Enhanced BCAA metabolism impairs the tumor cell lifespan and tumor formation through enhanced mitochondrial biogenesis and function ( Zhang and Han, 2017 Zhang and Han, 2017 ). We found that mitochondrial synthesis and function were enhanced in BCAT1‍-overexpressing LUAD cells. Moreover, transcriptomic analysis showed that the DEGs induced by BCAT1‍-overexpression were mainly clustered in metabolism and signal transduction. Among the metabolism-associated DEGs, most were primarily involved in fatty acid synthesis and differentiation. KEGG pathway enrichment revealed that these DEGs were also enriched in the AGE-RAGE signaling pathway. AGEs are a kind of metabolite produced from proteins and lipids, which induce signaling transduction through RAGE receptors in several diseases, including cancer and metabolic diseases ( Rai et al., 2019 Rai et al., 2019 ). These findings indicate that BCAT1 overexpression promotes LUAD development through metabolism reprogramming and signal transduction. NF‍-‍κB is a nuclear transcription factor that participates in apoptosis, tumorigenesis, inflammation, and metabolic processes. NF‍-‍κB pathway activation occurs in several types of cancer, including lung cancer ( Shamekhi et al., 2020 Shamekhi et al., 2020 ). ROS are byproducts of metabolism, which have a double-edged role in NF-‍κB signaling. Usually, high levels of ROS lead to cell apoptosis, while low levels of ROS function as a signal transduction factor ( Zhang et al., 2016 Zhang et al., 2016 ; Zhou et al., 2021 Zhou et al., 2021 ). Low levels of ROS and high expression levels of antioxidants have been usually reported to activate the NF-‍κB pathway, which further impairs ROS generation and antioxidant expression ( Morgan and Liu, 2011 Morgan and Liu, 2011 ). Herein, we found that the BCAT1‍-overexpressing cells showed decreased ROS content and increased expression levels of antioxidants, which probably led to NF-‍κB pathway activation. ROS function through various mechanisms in different cells and activate the NF-‍‍κB pathway through IKB degradation and the entrance of NF-‍κB protein into the nucleus. ROS also activate the NF-‍‍κB pathway together with inflammation factors in LUAD cells ( Loukili et al., 2010 Loukili et al., 2010 ). This study provides evidence for the participation of ROS and NF-‍κB pathway activation in the tumorigenesis of LUAD cells with BCAT1 overexpression. Based on the accumulating evidence, in which NF-‍κB pathway activation promotes cancer development, inhibitors of the NF-‍κB pathway have been considered promising drugs for cancer treatment ( Chen et al., 2019 Chen et al., 2019 ; Tyagi and Patro, 2019 Tyagi and Patro, 2019 ). In this study, we found that treatment with the NF‍-‍κB pathway inhibitor PDTC could significantly decrease the proliferation and invasive abilities of LUAD cells, while BCAT1‍-‍overexpressing LUAD cells seemed to be more sensitive to PDTC treatment. These findings indicate that BCAT1 overexpression-induced NF‍-‍‍κB pathway activation plays a pivotal role in promoting LUAD progression, and NF-‍κB pathway inhibition can prevent LUAD development in vitro. Furthermore, NF-‍κB pathway inhibitors may be potentially useful for the precise treatment of LUAD patients with BCAT1 overexpression in tumor tissues. In summary, this study revealed that BCAT1 protein was upregulated in the tumor tissues of LUAD patients. BCAT1 overexpression promoted LUAD development through enhanced BCAA metabolism, mitochondrial biosynthesis, and respiration, and reduced ROS content, which finally led to the downregulation of NFKBIB and NF-‍κB pathway activation ( Fig. 6 Fig. 6 ). These findings suggest that BCAT1 is a promising biomarker for LUAD diagnosis, and NF‍-‍κB pathway inhibitors may have a therapeutic potential in LUAD treatment. Material and methods 1 Detailed methods are provided in the electronic supplementary materials of this paper. Availability of data 1 The RNA sequencing data were submitted to BioSample database of NCBI (BioProject ID: PRJNA717911). References Ananieva EA , Wilkinson AC , 2018 . Branched-chain amino acid metabolism in cancer . Curr Opin Clin Nutr Metab Care , 21 ( 1 ): 64 - 70 . https://doi.org/10.1097/MCO.0000000000000430 https://doi.org/10.1097/MCO.0000000000000430 Branched-chain amino acid metabolism in cancer Chen LP , Li Q , Zheng ZW , et al. , 2019 . Design and optimize N-substituted EF24 as effective and low toxicity NF-‍κB inhibitor for lung cancer therapy via apoptosis-to-pyroptosis switch . Chem Biol Drug Des , 94 ( 1 ): 1368 - 1377 . https://doi.org/10.1111/cbdd.13514 https://doi.org/10.1111/cbdd.13514 Design and optimize N-substituted EF24 as effective and low toxicity NF-‍κB inhibitor for lung cancer therapy via apoptosis-to-pyroptosis switch Cui YM , Fang WF , Li CF , et al. , 2019 . Development and validation of a novel signature to predict overall survival in “driver gene-negative” lung adenocarcinoma (LUAD): results of a multicenter study . Clin Cancer Res , 25 ( 5 ): 1546 - 1556 . https://doi.org/10.1158/1078-0432.CCR-18-2545 https://doi.org/10.1158/1078-0432.CCR-18-2545 Development and validation of a novel signature to predict overall survival in “driver gene-negative” lung adenocarcinoma (LUAD): results of a multicenter study Fu SJ , Li Z , Xiao LB , et al. , 2019 . Glutamine synthetase promotes radiation resistance via facilitating nucleotide metabolism and subsequent DNA damage repair . Cell Rep , 28 ( 5 ): 1136 - 1143.E4 . https://doi.org/10.1016/j.celrep.2019.07.002 https://doi.org/10.1016/j.celrep.2019.07.002 Glutamine synthetase promotes radiation resistance via facilitating nucleotide metabolism and subsequent DNA damage repair Ko JH , Olona A , Papathanassiu AE , et al. , 2020 . BCAT1 affects mitochondrial metabolism independently of leucine transamination in activated human macrophages . J Cell Sci , 133 ( 22 ): jcs247957 . https://doi.org/10.1242/jcs.247957 https://doi.org/10.1242/jcs.247957 BCAT1 affects mitochondrial metabolism independently of leucine transamination in activated human macrophages Lin XM , Tan ST , Fu L , et al. , 2020 . BCAT1 overexpression promotes proliferation, invasion, and Wnt signaling in non-small cell lung cancers . Onco Targets Ther , 13 : 3583 - 3594 . https://doi.org/10.2147/OTT.S237306 https://doi.org/10.2147/OTT.S237306 BCAT1 overexpression promotes proliferation, invasion, and Wnt signaling in non-small cell lung cancers Loukili N , Rosenblatt-Velin N , Rolli J , et al. , 2010 . Oxidants positively or negatively regulate nuclear factor κB in a context-dependent manner . J Biol Chem , 285 ( 21 ):‍ 15746 - 15752 . https://doi.org/10.1074/jbc.M110.103259 https://doi.org/10.1074/jbc.M110.103259 Oxidants positively or negatively regulate nuclear factor κB in a context-dependent manner Luo J , Yao Y , Ji SG , et al. , 2019 . PITX2 enhances progression of lung adenocarcinoma by transcriptionally regulating WNT3A and activating Wnt/β‍-catenin signaling pathway . Cancer Cell Int , 19 : 96 . https://doi.org/10.1186/s12935-019-0800-7 https://doi.org/10.1186/s12935-019-0800-7 PITX2 enhances progression of lung adenocarcinoma by transcriptionally regulating WNT3A and activating Wnt/β‍-catenin signaling pathway Morgan MJ , Liu ZG , 2011 . Crosstalk of reactive oxygen species and NF-‍κB signaling . Cell Res , 21 ( 1 ): 103 - 115 . https://doi.org/10.1038/cr.2010.178 https://doi.org/10.1038/cr.2010.178 Crosstalk of reactive oxygen species and NF-‍κB signaling Oktyabri D , Ishimura A , Tange S , et al. , 2016 . DOT1L histone methyltransferase regulates the expression of BCAT1 and is involved in sphere formation and cell migration of breast cancer cell lines . Biochimie , 123 : 20 - 31 . https://doi.org/10.1016/j.biochi.2016.01.005 https://doi.org/10.1016/j.biochi.2016.01.005 DOT1L histone methyltransferase regulates the expression of BCAT1 and is involved in sphere formation and cell migration of breast cancer cell lines Rai AK , Jaiswa N , Maurya CK , et al. , 2019 . Fructose-induced AGEs-RAGE signaling in skeletal muscle contributes to impairment of glucose homeostasis . J Nutr Biochem , 71 : 35 - 44 . https://doi.org/10.1016/j.jnutbio.2019.05.016 https://doi.org/10.1016/j.jnutbio.2019.05.016 Fructose-induced AGEs-RAGE signaling in skeletal muscle contributes to impairment of glucose homeostasis Shamekhi S , Abdolalizadeh J , Ostadrahimi A , et al. , 2020 . Apoptotic effect of Saccharomyces cerevisiae on human colon cancer SW480 cells by regulation of Akt/NF-‍κB signaling pathway . Probiotics Antimicrob Proteins , 12 ( 1 ): 311 - 319 . https://doi.org/10.1007/s12602-019-09528-7 https://doi.org/10.1007/s12602-019-09528-7 Apoptotic effect of Saccharomycescerevisiae on human colon cancer SW480 cells by regulation of Akt/NF-‍κB signaling pathway Tyagi M , Patro BS , 2019 . Salinomycin reduces growth, proliferation and metastasis of cisplatin resistant breast cancer cells via NF-‍κB deregulation . Toxicol in Vitro , 60 : 125 - 133 . https://doi.org/10.1016/j.tiv.2019.05.004 https://doi.org/10.1016/j.tiv.2019.05.004 Salinomycin reduces growth, proliferation and metastasis of cisplatin resistant breast cancer cells via NF-‍κB deregulation Xu Y , Yu WM , Yang TT , et al. , 2018 . Overexpression of BCAT1 is a prognostic marker in gastric cancer . Hum Pathol , 75 : 41 - 46 . https://doi.org/10.1016/j.humpath.2018.02.003 https://doi.org/10.1016/j.humpath.2018.02.003 Overexpression of BCAT1 is a prognostic marker in gastric cancer Zhang JQ , Sun GY , Mei XD , et al. , 2019 . Elevated FAM83A expression predicts poorer clincal outcome in lung adenocarcinoma . Cancer Biomark , 26 ( 3 ): 367 - 373 . https://doi.org/10.3233/CBM-190520 https://doi.org/10.3233/CBM-190520 Elevated FAM83A expression predicts poorer clincal outcome in lung adenocarcinoma Zhang JX , Wang XL , Vikash V , et al. , 2016 . ROS and ROS-mediated cellular signaling . Oxid Med Cell Longev , 2016 : 4350965 . https://doi.org/10.1155/2016/4350965 https://doi.org/10.1155/2016/4350965 ROS and ROS-mediated cellular signaling Zhang L , Han JQ , 2017 . Branched-chain amino acid transamin ase 1 (BCAT1) promotes the growth of breast cancer cells through improving mTOR-mediated mitochondrial biogenesis and function. Biochem Biophys Res Commun , 486 ( 2 ): 224 - 231 . https://doi.org/10.1016/j.bbrc.2017.02.101 https://doi.org/10.1016/j.bbrc.2017.02.101 Branched-chain amino acid transamin Zhou LS , Dong CS , Xu ZM , et al. , 2021 . NEDD8-conjugating enzyme E2 UBE2F confers radiation resistance by protecting lung cancer cells from apoptosis . J Zhejiang Univ-Sci B (Biomed & Biotechnol) , 22 ( 11 ): 959 - 965 . https://doi.org/10.1631/jzus.B2100170 https://doi.org/10.1631/jzus.B2100170 NEDD8-conjugating enzyme E2 UBE2F confers radiation resistance by protecting lung cancer cells from apoptosis Zhu WJ , Shao YQ , Peng Y , 2017 . MicroRNA-218 inhibits tumor growth and increases chemosensitivity to CDDP treatment by targeting BCAT1 in prostate cancer . Mol Carcinog , 56 ( 6 ): 1570 - 1577 . https://doi.org/10.1002/mc.22612 https://doi.org/10.1002/mc.22612 MicroRNA-218 inhibits tumor growth and increases chemosensitivity to CDDP treatment by targeting BCAT1 in prostate cancer Qianwei ZHAO, Jintao ZHANG, and Jianying ZHANG designed the study. Mengdan YU, Jinxia LI, and Zhibiao ZHANG performed the experiments and analyzed data. Fang XU, Yixian LIU, Liping DAI, and Bingxia ZHANG collected materials and helped in manuscript preparing. Qianwei ZHAO, Mengdan YU, and Jinxia LI wrote the manuscript. All authors have read and approved the final manuscript, and therefore, have full access to all the data in the study and take responsibility for the integrity and security of the data. This work was supported by the National Science and Technology Major Project of China (No. 2018ZX10302205), the Major Project of Science and Technology in Henan Province (No. 161100311400), the Natural Science Foundation of Henan Province (Nos. 182300410361 and 222300420306), the Project of Basic Research Fund of Henan Institute of Medical and Pharmacological Sciences (No. 2022BP0103), and the Key Scientific and Technological Project of Henan Province (Nos. 212102310124 and 222102310083). We appreciate the continuous support of Henan Key Laboratory for Pharmacology of Liver Diseases where most of the experiments were performed. 10.1631/jzus.B2100985 1673-1581（2022）09-0760-10 This work was supported by the National Science and Technology Major Project of China (No. 2018ZX10302205), the Major Project of Science and Technology in Henan Province (No. 161100311400), the Natural Science Foundation of Henan Province (Nos. 182300410361 and 222300420306), the Project of Basic Research Fund of Henan Institute of Medical and Pharmacological Sciences (No. 2022BP0103), and the Key Scientific and Technological Project of Henan Province (Nos. 212102310124 and 222102310083). 2021-11-28 2022-05-15 2022-09-15 2022-12-27 2022-08-10 Copyright © Zhejiang University and Springer-Verlag GmbH Germany, part of Springer Nature 2022 2022 浙江大学出版社 Mengdan YU, Qianwei ZHAO, Jinxia LI, Fang XU, Zhibiao ZHANG, Yixian LIU, Liping DAI, Bingxia ZHANG, Jianying ZHANG, and Jintao ZHANG declare that they have no conflict of interest. All procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, as revised in 2008 (5). Informed consent was obtained from all patients for being included in the study. All institutional and national guidelines for the care and use of laboratory animals were followed. Compliance with ethics guidelines Supplementary information 1 Material and methods; Figs. S1‍‍‒‍S5 浙江大学学报（英文版）（B辑：生物医学和生物技术） 9 23