Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, New York.
Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, New York.
Mol Cancer Res. 2023 Jan 3;21(1):24-35. doi: 10.1158/1541-7786.MCR-22-0316.
Identifying and leveraging unique points of metabolic dysregulation in different disease settings is vital for safe and effective incorporation of metabolism-targeted therapies in the clinic. In addition, it has been shown identification of master metabolic transcriptional regulators (MMTR) of individual metabolic pathways, and how they relate to the disease in question, may offer the key to understanding therapeutic response. In prostate cancer, we have previously demonstrated polyamine biosynthesis and the methionine cycle were targetable metabolic vulnerabilities. However, the MMTRs of these pathways, and how they affect treatment, have yet to be explored. We sought to characterize differential sensitivity of prostate cancer to polyamine- and methionine-targeted therapies by identifying novel MMTRs. We began by developing a gene signature from patient samples, which can predict response to metabolic therapy, and further uncovered a MMTR, JAZF1. We characterized the effects of JAZF1 overexpression on prostate cancer cells, basally and in the context of treatment, by assessing mRNA levels, proliferation, colony formation capability, and key metabolic processes. Lastly, we confirmed the relevance of our findings in large publicly available cohorts of prostate cancer patient samples. We demonstrated differential sensitivity to polyamine and methionine therapies and identified JAZF1 as a MMTR of this response.
We have shown JAZF1 can alter sensitivity of cells and its expression can segregate patient populations into those that do, or do not highly express polyamine genes, leading to better prediction of response to a polyamine targeting therapy.
在不同疾病环境下识别和利用代谢失调的独特点对于将代谢靶向治疗安全有效地纳入临床至关重要。此外,已经表明,确定单个代谢途径的主代谢转录调节剂(MMTR)及其与所讨论疾病的关系,可能是理解治疗反应的关键。在前列腺癌中,我们之前已经证明多胺生物合成和蛋氨酸循环是可靶向的代谢脆弱性。然而,这些途径的 MMTR 及其对治疗的影响尚未得到探索。我们试图通过鉴定新的 MMTR 来表征前列腺癌对多胺和蛋氨酸靶向治疗的差异敏感性。我们首先从患者样本中开发出一种基因特征,该特征可以预测代谢治疗的反应,并进一步发现了一个 MMTR,JAZF1。我们通过评估 mRNA 水平、增殖、集落形成能力和关键代谢过程,研究了 JAZF1 过表达对基础和治疗背景下前列腺癌细胞的影响。最后,我们在大型公开可用的前列腺癌患者样本队列中证实了我们发现的相关性。我们证明了对多胺和蛋氨酸治疗的敏感性差异,并确定 JAZF1 是这种反应的 MMTR。
我们已经表明,JAZF1 可以改变细胞的敏感性,其表达可以将患者群体分为高度表达多胺基因的患者和不高度表达多胺基因的患者,从而更好地预测对多胺靶向治疗的反应。