Abstract A69: Mutagenicity of urea cycle dysregulation and its implications for cancer immunotherapy

J. Lee, N. Carmel, H. Karathia, Noam Auslander, S. Rabinovich, R. Keshet, Noa Stettner, Alon Silberman, L. Agemy, D. Helbling, R. Eilam, Qin Sun, A. Brandis, H. Weiss, D. Dimmock, Noam Stern-Ginossar, A. Scherz, I. Ulitsky, S. Nagamani, R. Elhasid, S. Hannenhalli, E. Ruppin, A. Erez
{"title":"Abstract A69: Mutagenicity of urea cycle dysregulation and its implications for cancer immunotherapy","authors":"J. Lee, N. Carmel, H. Karathia, Noam Auslander, S. Rabinovich, R. Keshet, Noa Stettner, Alon Silberman, L. Agemy, D. Helbling, R. Eilam, Qin Sun, A. Brandis, H. Weiss, D. Dimmock, Noam Stern-Ginossar, A. Scherz, I. Ulitsky, S. Nagamani, R. Elhasid, S. Hannenhalli, E. Ruppin, A. Erez","doi":"10.1158/2326-6074.TUMIMM17-A69","DOIUrl":null,"url":null,"abstract":"Immune checkpoint therapy leads to durable clinical responses in many cancer patients, but fails in others. To improve the clinical response to immunotherapy, it is highly important to identify predictive biomarkers. While checkpoint genes’ expression levels, tumor neo-antigen load and microsatellite instability (MSI) have been associated with enhanced response to checkpoint immunotherapies, they yet provide only a modest predictive signal and hence there is a need to identify additional predictive factors. Specifically, while there is growing evidence that metabolic alterations can affect the tumor and modulate the immune response, the potential effects of altered cancer metabolism on tumor mutagenesis and immunotherapy remain unexplored. The urea cycle (UC) converts excess nitrogen derived from the breakdown of nitrogen-containing molecules (e.g., ammonia) to urea, a relatively non-toxic and disposable nitrogenous compound. We and others have shown that silencing of the UC enzyme ASS1 promotes cancer proliferation by diverting its substrate aspartate toward CAD enzyme, which mediates the first three reactions in the pyrimidine synthesis pathway. We now demonstrate, by analysis of the TCGA data, tumor samples and cancer cell line experiments, that UC dysregulation (UCD) is a much wider common metabolic phenomenon that maximizes nitrogen utilization in cancer, favoring pyrimidine synthesis over urea disposal. Of note, while UCD is significantly associated with decreased cancer patient survival, the overall mutational load is not. Remarkably, we find that the UCD changes the 1:1 purine (R)-to-pyrimidine (Y) ratio in favor of pyrimidine in cancer cells. Moreover, in analysis of both TCGA data and UC perturbed cancer cells we find that: (a) UCD is significantly associated with a novel and unique pattern of purine-to-pyrimidine transversion mutational bias across many cancer types at the DNA coding (sense) strand, and (b) this trend becomes stronger and more significant at both the mRNA and protein levels, testifying to its functional implications. Notably, the overall mutational load in cancer is negatively correlated with UCD, testifying to their independence. To test whether the mutational bias is associated with better immunotherapy response, we analyze published data of three large melanoma cohorts. We find that responders of both anti-PD1 and anti-CTLA4 therapy exhibit significantly higher UCD and R->Y mutational bias than non-responders. We further observe that the peptides carrying transverse R->Y mutations are preferentially presented as neoantigens in responders independent of mutational load, and this trend becomes significant for more clonal neoantigens, promoting UCD as a potential biomarker for the success of immunotherapy. Finally, as nitrogen metabolites are excreted in the urine, we hypothesize that these changes may be detectable in urine of UCD-cancers. We observe increased levels of pyrimidine derived metabolites in the urine of mice bearing colon tumors associated with UCD in the tumors compared to normal intestine. In an analogous manner, we find significantly higher levels pyrimidine derived metabolites in the urine of human patients with prostate cancer compared to controls. Collectively, these results support our hypothesis that UCD is a prevalent metabolic phenomenon in cancer, generating mutational biased neo-peptides, worsening patients’ prognosis and yet enhancing the response to immune therapy independent of mutational load and MSI. Taken together, our findings point to the important role of UCD in a broad spectrum of cancers, to the potential use of UCD related metabolites as cancer biomarkers, and last but not least, to the role of UCD in predicting response to immune check point therapy. Broadly, our results suggest future therapeutic interventions aiming to increase UCD levels to enhance the coverage and efficiency of cancer immunotherapy. Citation Format: Joo Sang Lee, Narin Carmel, Hiren Karathia, Noam Auslander, Shiran Rabinovich, Rom Keshet, Noa Stettner, Alon Silberman, Lilach Agemy, Daniel Helbling, Raya Eilam, Qin Sun, Alexander Brandis, Hila Weiss, David Dimmock, Noam Stern-Ginossar, Avigdor Scherz, Igor Ulitsky, Sandesh CS Nagamani, Ronit Elhasid, Sridhar Hannenhalli, Eytan Ruppin, Ayelet Erez. Mutagenicity of urea cycle dysregulation and its implications for cancer immunotherapy [abstract]. In: Proceedings of the AACR Special Conference on Tumor Immunology and Immunotherapy; 2017 Oct 1-4; Boston, MA. 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引用次数: 1

Abstract

Immune checkpoint therapy leads to durable clinical responses in many cancer patients, but fails in others. To improve the clinical response to immunotherapy, it is highly important to identify predictive biomarkers. While checkpoint genes’ expression levels, tumor neo-antigen load and microsatellite instability (MSI) have been associated with enhanced response to checkpoint immunotherapies, they yet provide only a modest predictive signal and hence there is a need to identify additional predictive factors. Specifically, while there is growing evidence that metabolic alterations can affect the tumor and modulate the immune response, the potential effects of altered cancer metabolism on tumor mutagenesis and immunotherapy remain unexplored. The urea cycle (UC) converts excess nitrogen derived from the breakdown of nitrogen-containing molecules (e.g., ammonia) to urea, a relatively non-toxic and disposable nitrogenous compound. We and others have shown that silencing of the UC enzyme ASS1 promotes cancer proliferation by diverting its substrate aspartate toward CAD enzyme, which mediates the first three reactions in the pyrimidine synthesis pathway. We now demonstrate, by analysis of the TCGA data, tumor samples and cancer cell line experiments, that UC dysregulation (UCD) is a much wider common metabolic phenomenon that maximizes nitrogen utilization in cancer, favoring pyrimidine synthesis over urea disposal. Of note, while UCD is significantly associated with decreased cancer patient survival, the overall mutational load is not. Remarkably, we find that the UCD changes the 1:1 purine (R)-to-pyrimidine (Y) ratio in favor of pyrimidine in cancer cells. Moreover, in analysis of both TCGA data and UC perturbed cancer cells we find that: (a) UCD is significantly associated with a novel and unique pattern of purine-to-pyrimidine transversion mutational bias across many cancer types at the DNA coding (sense) strand, and (b) this trend becomes stronger and more significant at both the mRNA and protein levels, testifying to its functional implications. Notably, the overall mutational load in cancer is negatively correlated with UCD, testifying to their independence. To test whether the mutational bias is associated with better immunotherapy response, we analyze published data of three large melanoma cohorts. We find that responders of both anti-PD1 and anti-CTLA4 therapy exhibit significantly higher UCD and R->Y mutational bias than non-responders. We further observe that the peptides carrying transverse R->Y mutations are preferentially presented as neoantigens in responders independent of mutational load, and this trend becomes significant for more clonal neoantigens, promoting UCD as a potential biomarker for the success of immunotherapy. Finally, as nitrogen metabolites are excreted in the urine, we hypothesize that these changes may be detectable in urine of UCD-cancers. We observe increased levels of pyrimidine derived metabolites in the urine of mice bearing colon tumors associated with UCD in the tumors compared to normal intestine. In an analogous manner, we find significantly higher levels pyrimidine derived metabolites in the urine of human patients with prostate cancer compared to controls. Collectively, these results support our hypothesis that UCD is a prevalent metabolic phenomenon in cancer, generating mutational biased neo-peptides, worsening patients’ prognosis and yet enhancing the response to immune therapy independent of mutational load and MSI. Taken together, our findings point to the important role of UCD in a broad spectrum of cancers, to the potential use of UCD related metabolites as cancer biomarkers, and last but not least, to the role of UCD in predicting response to immune check point therapy. Broadly, our results suggest future therapeutic interventions aiming to increase UCD levels to enhance the coverage and efficiency of cancer immunotherapy. Citation Format: Joo Sang Lee, Narin Carmel, Hiren Karathia, Noam Auslander, Shiran Rabinovich, Rom Keshet, Noa Stettner, Alon Silberman, Lilach Agemy, Daniel Helbling, Raya Eilam, Qin Sun, Alexander Brandis, Hila Weiss, David Dimmock, Noam Stern-Ginossar, Avigdor Scherz, Igor Ulitsky, Sandesh CS Nagamani, Ronit Elhasid, Sridhar Hannenhalli, Eytan Ruppin, Ayelet Erez. Mutagenicity of urea cycle dysregulation and its implications for cancer immunotherapy [abstract]. In: Proceedings of the AACR Special Conference on Tumor Immunology and Immunotherapy; 2017 Oct 1-4; Boston, MA. Philadelphia (PA): AACR; Cancer Immunol Res 2018;6(9 Suppl):Abstract nr A69.
摘要:尿素循环失调的致突变性及其在癌症免疫治疗中的意义
免疫检查点疗法在许多癌症患者中产生持久的临床反应,但在其他癌症患者中失败。为了提高对免疫治疗的临床反应,识别预测性生物标志物非常重要。虽然检查点基因的表达水平、肿瘤新抗原负荷和微卫星不稳定性(MSI)与检查点免疫疗法的增强反应有关,但它们仅提供适度的预测信号,因此需要确定其他预测因素。具体来说,虽然有越来越多的证据表明代谢改变可以影响肿瘤并调节免疫反应,但癌症代谢改变对肿瘤突变和免疫治疗的潜在影响仍未被探索。尿素循环(UC)将来自含氮分子(例如氨)分解的多余氮转化为尿素,这是一种相对无毒的一次性氮化合物。我们和其他人已经证明,UC酶ASS1的沉默通过将其底物天冬氨酸转移到CAD酶来促进癌症增殖,CAD酶介导嘧啶合成途径中的前三个反应。通过对TCGA数据、肿瘤样本和癌细胞系实验的分析,我们现在证明,UC失调(UCD)是一种更广泛的常见代谢现象,在癌症中最大限度地利用氮,有利于嘧啶合成而不是尿素处理。值得注意的是,虽然UCD与癌症患者生存率的降低显著相关,但总体突变负荷并非如此。值得注意的是,我们发现UCD改变了癌细胞中1:1的嘌呤(R)与嘧啶(Y)的比例,有利于嘧啶。此外,在对TCGA数据和UC干扰癌细胞的分析中,我们发现:(a) UCD与许多癌症类型的DNA编码(义)链上嘌呤到嘧啶翻转突变偏倚的一种新颖独特的模式显著相关,(b)这种趋势在mRNA和蛋白质水平上都变得更强、更显著,证明了其功能意义。值得注意的是,癌症中的总体突变负荷与UCD呈负相关,证明了它们的独立性。为了检验突变偏倚是否与更好的免疫治疗反应相关,我们分析了三个大型黑色素瘤队列的已发表数据。我们发现抗pd1和抗ctla4治疗的应答者比无应答者表现出明显更高的UCD和R- b> Y突变偏倚。我们进一步观察到,携带横向R- b> Y突变的肽在不受突变负荷影响的应答者中优先表现为新抗原,这一趋势在更多克隆性新抗原中变得显著,促进UCD成为免疫治疗成功的潜在生物标志物。最后,由于氮代谢产物在尿液中排泄,我们假设这些变化可能在ucd癌症患者的尿液中检测到。我们观察到,与正常肠道相比,与UCD相关的结肠肿瘤小鼠尿液中嘧啶衍生代谢物的水平增加。以类似的方式,我们发现人类前列腺癌患者尿液中的嘧啶衍生代谢物水平明显高于对照组。总的来说,这些结果支持了我们的假设,即UCD是癌症中普遍存在的代谢现象,产生突变偏倚的新肽,恶化患者的预后,但增强了对免疫治疗的反应,而不依赖于突变负荷和MSI。综上所述,我们的研究结果指出了UCD在多种癌症中的重要作用,UCD相关代谢物作为癌症生物标志物的潜在用途,最后但并非最不重要的是,UCD在预测免疫检查点治疗反应中的作用。总的来说,我们的结果表明,未来的治疗干预措施旨在提高UCD水平,以提高癌症免疫治疗的覆盖率和效率。引用格式:Joo Sang Lee, Narin Carmel, Hiren Karathia, Noam Auslander, Shiran Rabinovich, Rom kesheet, Noa Stettner, Alon Silberman, Lilach Agemy, Daniel Helbling, Raya Eilam, Qin Sun, Alexander Brandis, Hila Weiss, David Dimmock, Noam Stern-Ginossar, Avigdor Scherz, Igor Ulitsky, Sandesh CS Nagamani, Ronit Elhasid, Sridhar Hannenhalli, Eytan Ruppin, Ayelet Erez。尿素循环失调的致突变性及其在癌症免疫治疗中的意义[摘要]。摘自:AACR肿瘤免疫学和免疫治疗特别会议论文集;2017年10月1-4日;波士顿,MA。费城(PA): AACR;癌症免疫,2018;6(9增刊):摘要nr A69。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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