Phosphoenolpyruvate carboxykinase-2 (PCK2) is a therapeutic target in triple-negative breast cancer.

IF 3 3区 医学 Q2 ONCOLOGY
Breast Cancer Research and Treatment Pub Date : 2024-12-01 Epub Date: 2024-08-23 DOI:10.1007/s10549-024-07462-z
Vignesh Gunasekharan, Hao-Kuen Lin, Michal Marczyk, Alejandro Rios-Hoyo, Gerson Espinoza Campos, Naing Lin Shan, Mostafa Ahmed, Sheila Umlauf, Peter Gareiss, Raaisa Raaisa, Richard Williams, Rebecca Cardone, Stephan Siebel, Richard Kibbey, Yulia V Surovtseva, Lajos Pusztai
{"title":"Phosphoenolpyruvate carboxykinase-2 (PCK2) is a therapeutic target in triple-negative breast cancer.","authors":"Vignesh Gunasekharan, Hao-Kuen Lin, Michal Marczyk, Alejandro Rios-Hoyo, Gerson Espinoza Campos, Naing Lin Shan, Mostafa Ahmed, Sheila Umlauf, Peter Gareiss, Raaisa Raaisa, Richard Williams, Rebecca Cardone, Stephan Siebel, Richard Kibbey, Yulia V Surovtseva, Lajos Pusztai","doi":"10.1007/s10549-024-07462-z","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Metabolic rewiring in malignant transformation is often accompanied by altered expression of metabolic isozymes. Phosphoenolpyruvate carboxykinase-2 (PCK2) catalyzes the rate-limiting step of gluconeogenesis and is the dominant isoform in many cancers including triple-negative breast cancer (TNBC). Our goal was to identify small molecule inhibitors of PCK2 enzyme activity.</p><p><strong>Methods: </strong>We assessed the impact of PCK2 down regulation with shRNA on TNBC cell growth in vitro and used AtomNet® deep convolutional neural network software to identify potential small molecule inhibitors of PCK2-based structure. We iteratively tested candidate compounds in an in vitro PCK-2 enzyme assay. The impact of the top hit on metabolic flux and cell viability was also assessed.</p><p><strong>Results: </strong>PCK2 downregulation decreased growth of BT-549 and MDA-MB-231 cells and reduced metabolic flux through pyruvate carboxylase. The first AtomNet® in silico structural screen of 7 million compounds yielded 86 structures that were tested in PCK2 enzyme assay in vitro. The top hit (IC<sub>50</sub> = 2.4 µM) was used to refine a second round of in silico screen that yielded 82 candidates to be tested in vitro, which resulted in 45 molecules with inhibition > 20%. In the second in vitro screen we also included 3-(3,4-dihydroxyphenyl)-2-hydroxypropanoate, previously suggested to be PCK2 inhibitor based on structure, which emerged as the top hit. The specificity of this compound was tested in PCK1 and PCK2 enzymatic assays and showed IC<sub>50</sub> of 500 nM and 3.5-27 nM for PCK1 and PCK2, respectively.</p><p><strong>Conclusion: </strong>3-(3,4-dihydroxyphenyl)-2-hydroxypropanoate is a high affinity PCK2 enzyme inhibitor that also has significant growth inhibitory activity in breast cell lines in vitro and represents a potential therapeutic lead compound.</p>","PeriodicalId":9133,"journal":{"name":"Breast Cancer Research and Treatment","volume":null,"pages":null},"PeriodicalIF":3.0000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Breast Cancer Research and Treatment","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s10549-024-07462-z","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/8/23 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose: Metabolic rewiring in malignant transformation is often accompanied by altered expression of metabolic isozymes. Phosphoenolpyruvate carboxykinase-2 (PCK2) catalyzes the rate-limiting step of gluconeogenesis and is the dominant isoform in many cancers including triple-negative breast cancer (TNBC). Our goal was to identify small molecule inhibitors of PCK2 enzyme activity.

Methods: We assessed the impact of PCK2 down regulation with shRNA on TNBC cell growth in vitro and used AtomNet® deep convolutional neural network software to identify potential small molecule inhibitors of PCK2-based structure. We iteratively tested candidate compounds in an in vitro PCK-2 enzyme assay. The impact of the top hit on metabolic flux and cell viability was also assessed.

Results: PCK2 downregulation decreased growth of BT-549 and MDA-MB-231 cells and reduced metabolic flux through pyruvate carboxylase. The first AtomNet® in silico structural screen of 7 million compounds yielded 86 structures that were tested in PCK2 enzyme assay in vitro. The top hit (IC50 = 2.4 µM) was used to refine a second round of in silico screen that yielded 82 candidates to be tested in vitro, which resulted in 45 molecules with inhibition > 20%. In the second in vitro screen we also included 3-(3,4-dihydroxyphenyl)-2-hydroxypropanoate, previously suggested to be PCK2 inhibitor based on structure, which emerged as the top hit. The specificity of this compound was tested in PCK1 and PCK2 enzymatic assays and showed IC50 of 500 nM and 3.5-27 nM for PCK1 and PCK2, respectively.

Conclusion: 3-(3,4-dihydroxyphenyl)-2-hydroxypropanoate is a high affinity PCK2 enzyme inhibitor that also has significant growth inhibitory activity in breast cell lines in vitro and represents a potential therapeutic lead compound.

Abstract Image

磷酸烯醇丙酮酸羧激酶-2(PCK2)是三阴性乳腺癌的治疗靶点。
目的:恶性转化过程中的代谢重构往往伴随着代谢同工酶表达的改变。磷酸烯醇丙酮酸羧激酶-2(PCK2)催化葡萄糖生成的限速步骤,是包括三阴性乳腺癌(TNBC)在内的许多癌症中的主要同工酶。我们的目标是鉴定 PCK2 酶活性的小分子抑制剂:我们评估了用 shRNA 下调 PCK2 对 TNBC 细胞体外生长的影响,并使用 AtomNet® 深度卷积神经网络软件鉴定了基于 PCK2 结构的潜在小分子抑制剂。我们在体外 PCK-2 酶测定中对候选化合物进行了反复测试。我们还评估了热门化合物对代谢通量和细胞活力的影响:结果:PCK2 下调会降低 BT-549 和 MDA-MB-231 细胞的生长,并减少通过丙酮酸羧化酶的代谢通量。AtomNet® 首次对 700 万种化合物进行了结构筛选,得出了 86 种结构,并在体外 PCK2 酶试验中进行了测试。第一轮筛选结果(IC50 = 2.4 µM)被用于第二轮硅学筛选,共筛选出 82 个候选化合物进行体外测试,其中 45 个分子的抑制率大于 20%。在第二轮体外筛选中,我们还加入了 3-(3,4-二羟基苯基)-2-羟基丙酸酯,这是之前根据结构被认为是 PCK2 抑制剂的一种化合物。结论:3-(3,4-二羟基苯基)-2-羟基丙酸酯是一种高亲和力的 PCK2 酶抑制剂,在体外对乳腺细胞株也有显著的生长抑制活性,是一种潜在的治疗先导化合物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
6.80
自引率
2.60%
发文量
342
审稿时长
1 months
期刊介绍: Breast Cancer Research and Treatment provides the surgeon, radiotherapist, medical oncologist, endocrinologist, epidemiologist, immunologist or cell biologist investigating problems in breast cancer a single forum for communication. The journal creates a "market place" for breast cancer topics which cuts across all the usual lines of disciplines, providing a site for presenting pertinent investigations, and for discussing critical questions relevant to the entire field. It seeks to develop a new focus and new perspectives for all those concerned with breast cancer.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信