Abstract
Emerging evidence has indicated that peroxisome proliferator-activated receptor-gamma coactivator-1α (PPARGC1A) is involved in hepatocellular carcinoma (HCC). However, its detailed function and up- and downstream mechanisms are incompletely understood. In this study, we confirmed that PPAGC1A is lowly expressed in HCC and is associated with poor prognosis using large-scale public datasets and in-house cohorts. PPAGC1A was found to impair the progression and sensitivity of HCC to lenvatinib. Mechanistically, PPAGC1A repressed bone morphogenetic protein and activin membrane-bound inhibitor (BAMBI) by inhibiting WNT/β-catenin signaling. BAMBI mediated the function of PPARGC1A and regulated ACSL5 through TGF-β/SMAD signaling. PPARGC1A/BAMBI regulated ROS production and ferroptosis-related cell death by controlling ACSL5. PPARGC1A/BAMBI/ACSL5 axis was hypoxia-responsive. METTL3 and WTAP silenced PPARGC1A in an m6A-YTHDF2-dependent way under normoxia and hypoxia, respectively. Metformin restored PPARGC1A expression by reducing its m6A modification via inhibiting METTL3. In animal models and patient-derived organoids, consistent functional data of PPARGC1A/BAMBI/ACSL5 were observed. Conclusions: These findings provide new insights into the role of the aberrant PPARGC1A/BAMBI/ACSL5 axis in HCC. And the mechanism of PPARGC1A dysregulation was explained by m6A modification. Metformin may benefit HCC patients with PPARGC1A dysregulation.
This is a preview of subscription content, access via your institution
Relevant articles
Open Access articles citing this article.
-
Unraveling the molecular links between benzopyrene exposure, NASH, and HCC: an integrated bioinformatics and experimental study
Scientific Reports Open Access 22 November 2023
Access options
Subscribe to this journal
Receive 50 print issues and online access
$259.00 per year
only $5.18 per issue
Rent or buy this article
Prices vary by article type
from$1.95
to$39.95
Prices may be subject to local taxes which are calculated during checkout








Data availability
All data included in this study are available upon request by contact with the corresponding author.
References
Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, et al. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J Clin. 2021;71:209–49.
de Lope CR, Tremosini S, Forner A, Reig M, Bruix J. Management of HCC. J Hepatol. 2012;56(Suppl 1):S75–87.
Mak LY, Cruz-Ramón V, Chinchilla-López P, Torres HA, LoConte NK, Rice JP, et al. Global epidemiology, prevention, and management of hepatocellular carcinoma. Am Soc Clin Oncol Educ Book. 2018;38:262–79.
Huang A, Yang XR, Chung WY, Dennison AR, Zhou J. Targeted therapy for hepatocellular carcinoma. Signal Transduct Target Ther. 2020;5:146.
Raoul JL, Forner A, Bolondi L, Cheung TT, Kloeckner R, de Baere T. Updated use of TACE for hepatocellular carcinoma treatment: How and when to use it based on clinical evidence. Cancer Treat Rev. 2019;72:28–36.
Khan AA, Liu ZK, Xu X. Recent advances in immunotherapy for hepatocellular carcinoma. Hepatobiliary Pancreat Dis Int. 2021;20:511–20.
Ma T, Meng L, Wang X, Tian Z, Wang J, Liu X, et al. TNFSF13B and PPARGC1A expression is associated with tumor-infiltrating immune cell abundance and prognosis in clear cell renal cell carcinoma. Am J Transl Res. 2021;13:11048–64.
Huang X, Pan L, Zuo Z, Li M, Zeng L, Li R, et al. LINC00842 inactivates transcription co-regulator PGC-1alpha to promote pancreatic cancer malignancy through metabolic remodelling. Nat Commun. 2021;12:3830.
Andrzejewski S, Klimcakova E, Johnson RM, Tabaries S, Annis MG, McGuirk S, et al. PGC-1alpha promotes breast cancer metastasis and confers bioenergetic flexibility against metabolic drugs. Cell Metab. 2017;26:778–87.e775
Zhang Q, Zhang Y, Guo Y, Tang H, Li M, Liu L. A novel machine learning derived RNA-binding protein gene-based score system predicts prognosis of hepatocellular carcinoma patients. PeerJ. 2021;9:e12572.
Zuo Q, He J, Zhang S, Wang H, Jin G, Jin H, et al. PPARgamma Coactivator-1alpha suppresses metastasis of hepatocellular carcinoma by inhibiting Warburg effect by PPARgamma-dependent WNT/beta-Catenin/Pyruvate Dehydrogenase Kinase Isozyme 1 Axis. Hepatology. 2021;73:644–60.
Chen M, Wei L, Law CT, Tsang FH, Shen J, Cheng CL, et al. RNA N6-methyladenosine methyltransferase-like 3 promotes liver cancer progression through YTHDF2-dependent posttranscriptional silencing of SOCS2. Hepatology. 2018;67:2254–70.
Zhang Q, Qiao L, Liao J, Liu Q, Liu P, Liu L. A novel hypoxia gene signature indicates prognosis and immune microenvironments characters in patients with hepatocellular carcinoma. J Cell Mol Med. 2021;25:3772–84.
Deblois G, St-Pierre J, Giguère V. The PGC-1/ERR signaling axis in cancer. Oncogene. 2013;32:3483–90.
Mastropasqua F, Girolimetti G, Shoshan M. PGC1α: Friend or foe in cancer? Genes. 2018;9:48.
LeBleu VS, O’Connell JT, Gonzalez Herrera KN, Wikman H, Pantel K, Haigis MC, et al. PGC-1alpha mediates mitochondrial biogenesis and oxidative phosphorylation in cancer cells to promote metastasis. Nat Cell Biol. 2014;16:992–1003. 1001-15
Li JD, Feng QC, Qi Y, Cui G, Zhao S. PPARGC1A is upregulated and facilitates lung cancer metastasis. Exp Cell Res. 2017;359:356–60.
Kaminski L, Torrino S, Dufies M, Djabari Z, Haider R, Roustan FR, et al. PGC1alpha inhibits polyamine synthesis to suppress prostate cancer aggressiveness. Cancer Res. 2019;79:3268–80.
Pils D, Wittinger M, Petz M, Gugerell A, Gregor W, Alfanz A, et al. BAMBI is overexpressed in ovarian cancer and co-translocates with Smads into the nucleus upon TGF-beta treatment. Gynecol Oncol. 2010;117:189–97.
Sun SW, Chen L, Zhou M, Wu JH, Meng ZJ, Han HL, et al. BAMBI regulates macrophages inducing the differentiation of Treg through the TGF-β pathway in chronic obstructive pulmonary disease. Respir Res. 2019;20:26.
Khin SS, Kitazawa R, Win N, Aye TT, Mori K, Kondo T, et al. BAMBI gene is epigenetically silenced in subset of high-grade bladder cancer. Int J Cancer. 2009;125:328–38.
Yu W, Chai H. Inhibition of BAMBI reduces the viability and motility of colon cancer via activating TGF-β/Smad pathway in vitro and in vivo. Oncol Lett. 2021;21:244.
Liang H, Ward WF. PGC-1alpha: a key regulator of energy metabolism. Adv Physiol Educ. 2006;30:145–51.
Xu WH, Xu Y, Wang J, Wan FN, Wang HK, Cao DL, et al. Prognostic value and immune infiltration of novel signatures in clear cell renal cell carcinoma microenvironment. Aging. 2019;11:6999–7020.
Ma W, Li T, Wu S, Li J, Wang X, Li H. LOX and ACSL5 as potential relapse markers for pancreatic cancer patients. Cancer Biol Ther. 2019;20:787–98.
Quan J, Bode AM, Luo X. ACSL family: The regulatory mechanisms and therapeutic implications in cancer. Eur J Pharmacol. 2021;909:174397.
Iseda N, Itoh S, Toshida K, Tomiyama T, Morinaga A, Shimokawa M, et al. Ferroptosis is induced by lenvatinib through fibroblast growth factor receptor-4 inhibition in hepatocellular carcinoma. Cancer Sci. 2022;113:2272–87.
Chen Y, Peng C, Chen J, Chen D, Yang B, He B, et al. WTAP facilitates progression of hepatocellular carcinoma via m6A-HuR-dependent epigenetic silencing of ETS1. Mol cancer. 2019;18:127.
Li J, Zhu L, Shi Y, Liu J, Lin L, Chen X. m6A demethylase FTO promotes hepatocellular carcinoma tumorigenesis via mediating PKM2 demethylation. Am J Transl Res. 2019;11:6084–92.
Zhang X, Li X, Jia H, An G, Ni J. The m(6)A methyltransferase METTL3 modifies PGC-1α mRNA promoting mitochondrial dysfunction and oxLDL-induced inflammation in monocytes. J Biol Chem. 2021;297:101058.
Zhang Q, Qiao L, Liu Q, Kong X, Hu J, Hu W, et al. Hypoxia associated multi-omics molecular landscape of tumor tissue in patients with hepatocellular carcinoma. Aging. 2021;13:6525–53.
Li Q, Ni Y, Zhang L, Jiang R, Xu J, Yang H, et al. HIF-1alpha-induced expression of m6A reader YTHDF1 drives hypoxia-induced autophagy and malignancy of hepatocellular carcinoma by promoting ATG2A and ATG14 translation. Signal Transduct Target Ther. 2021;6:76.
Zhang C, Samanta D, Lu H, Bullen JW, Zhang H, Chen I, et al. Hypoxia induces the breast cancer stem cell phenotype by HIF-dependent and ALKBH5-mediated m(6)A-demethylation of NANOG mRNA. Proc Natl Acad Sci U S A. 2016;113:E2047–2056.
Liu W, Gao X, Chen X, Zhao N, Sun Y, Zou Y, et al. miR-139-5p loss-mediated WTAP activation contributes to hepatocellular carcinoma progression by promoting the epithelial to mesenchymal transition. Front Oncol. 2021;11:611544.
Liang L, Xu H, Dong Q, Qiu L, Lu L, Yang Q, et al. WTAP is correlated with unfavorable prognosis, tumor cell proliferation, and immune infiltration in hepatocellular carcinoma. Front Oncol. 2022;12:852000.
Takahashi M, Okada K, Ouch R, Konno T, Usui K, Suzuki H, et al. Fibronectin plays a major role in hypoxia-induced lenvatinib resistance in hepatocellular carcinoma PLC/PRF/5 cells. Pharmazie. 2021;76:594–601.
Morales DR, Morris AD. Metformin in cancer treatment and prevention. Ann Rev Med. 2015;66:17–29.
Mallik R, Chowdhury TA. Metformin in cancer. Diabetes Res Clin Pract. 2018;143:409–19.
Lai HY, Tsai HH, Yen CJ, Hung LY, Yang CC, Ho CH, et al. Metformin resensitizes Sorafenib-resistant HCC cells through AMPK-dependent autophagy activation. Front Cell Dev Biol. 2020;8:596655.
Cheng L, Zhang X, Huang YZ, Zhu YL, Xu LY, Li Z, et al. Metformin exhibits antiproliferation activity in breast cancer via miR-483-3p/METTL3/m(6)A/p21 pathway. Oncogenesis. 2021;10:7.
Nakabayashi H, Taketa K, Yamane T, Miyazaki M, Miyano K, Sato J. Phenotypical stability of a human hepatoma cell line, HuH-7, in long-term culture with chemically defined medium. Gan. 1984;75:151–8.
Alexander JJ, Bey EM, Geddes EW, Lecatsas G. Establishment of a continuously growing cell line from primary carcinoma of the liver. S Afr Med J. 1976;50:2124–8.
Takayama T, Ukawa M, Kanazawa Y, Ando H, Shimizu T, Ishida T. Hydrodynamic tail vein injection as a simple tool for yielding extended transgene expression in solid tumors. Biol Pharm Bull. 2016;39:1555–8.
Morton CL, Houghton PJ. Establishment of human tumor xenografts in immunodeficient mice. Nat Protoc. 2007;2:247–50.
Gomez-Cuadrado L, Tracey N, Ma R, Qian B, Brunton VG. Mouse models of metastasis: progress and prospects. Dis Model Mech. 2017;10:1061–74.
Broutier L, Mastrogiovanni G, Verstegen MM, Francies HE, Gavarro LM, Bradshaw CR, et al. Human primary liver cancer-derived organoid cultures for disease modeling and drug screening. Nat Med. 2017;23:1424–35.
Funding
This study was supported by the China Postdoctoral Science Foundation (2021M701426), Shenzhen Science and Technology Innovation Commission Foundation (JCYJ20190806160412946) and Guangdong Basic and Applied Basic Research Foundation (2021A1515220059, 2019A1515110149) and the National Natural Science Foundation of China (82002956, 8140204).
Author information
Authors and Affiliations
Contributions
QNZ, LPL designed the study. LPL supervised the study. QNZ, LFX and TW carried out the experimental work. SR collected, provided and interpreted HCC datasets used in the present study. QNZ, QL and DL performed data processing and bioinformatics analyses. QNZ wrote the manuscript. LSY, LLS and JJC helped with the animal experiments. The article was reviewed and approved for publication by all authors.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Zhang, Q., Xiong, L., Wei, T. et al. Hypoxia-responsive PPARGC1A/BAMBI/ACSL5 axis promotes progression and resistance to lenvatinib in hepatocellular carcinoma. Oncogene 42, 1509–1523 (2023). https://doi.org/10.1038/s41388-023-02665-y
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41388-023-02665-y