Key Laboratory of Birth Defects and Related Diseases of Women and Children, Department of Paediatrics, West China Second University Hospital, State Key Laboratory of Biotherapy, Sichuan University, Chengdu, China.
Key Laboratory of Molecular Biophysics of Ministry of Education, Hubei Bioinformatics and Molecular Imaging Key Laboratory, Center for Artificial Intelligence Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China.
Nat Metab. 2024 Aug;6(8):1505-1528. doi: 10.1038/s42255-024-01093-w. Epub 2024 Aug 12.
Lysine β-hydroxybutyrylation (Kbhb) is a post-translational modification induced by the ketogenic diet (KD), a diet showing therapeutic effects on multiple human diseases. Little is known how cellular processes are regulated by Kbhb. Here we show that protein Kbhb is strongly affected by the KD through a multi-omics analysis of mouse livers. Using a small training dataset with known functions, we developed a bioinformatics method for the prediction of functionally important lysine modification sites (pFunK), which revealed functionally relevant Kbhb sites on various proteins, including aldolase B (ALDOB) Lys108. KD consumption or β-hydroxybutyrate supplementation in hepatocellular carcinoma cells increases ALDOB Lys108bhb and inhibits the enzymatic activity of ALDOB. A Kbhb-mimicking mutation (p.Lys108Gln) attenuates ALDOB activity and its binding to substrate fructose-1,6-bisphosphate, inhibits mammalian target of rapamycin signalling and glycolysis, and markedly suppresses cancer cell proliferation. Our study reveals a critical role of Kbhb in regulating cancer cell metabolism and provides a generally applicable algorithm for predicting functionally important lysine modification sites.
赖氨酸β-羟丁酸酰化(Kbhb)是由生酮饮食(KD)诱导的一种翻译后修饰,KD 在多种人类疾病中具有治疗作用。目前尚不清楚细胞过程是如何被 Kbhb 调节的。在这里,我们通过对小鼠肝脏的多组学分析表明,细胞内蛋白质的 Kbhb 水平受到 KD 的强烈影响。通过对具有已知功能的小型训练数据集的分析,我们开发了一种生物信息学方法(pFunK)来预测具有功能重要性的赖氨酸修饰位点,该方法揭示了各种蛋白质上具有功能相关性的 Kbhb 位点,包括醛缩酶 B(ALDOB)Lys108。在肝癌细胞中消耗 KD 或补充β-羟丁酸会增加 ALDOB Lys108bhb,并抑制 ALDOB 的酶活性。Kbhb 模拟突变(p.Lys108Gln)会降低 ALDOB 的活性及其与底物果糖-1,6-二磷酸的结合能力,抑制哺乳动物雷帕霉素靶蛋白信号通路和糖酵解,显著抑制癌细胞的增殖。我们的研究揭示了 Kbhb 在调节癌细胞代谢中的关键作用,并提供了一种普遍适用于预测具有功能重要性赖氨酸修饰位点的算法。