McCormack Keith
McCormack Pharma, a division of McCormack Ltd, Stirling House, 9 Burroughs Gardens, London NW4 4AU, UK.
Ecancermedicalscience. 2018 Dec 20;12:889. doi: 10.3332/ecancer.2018.889. eCollection 2018.
Following systematic scrutiny of the evidence in support of the hypothesis that the cardioprotective mechanism of action of dexrazoxane is mediated by a 'depletion' or 'downregulation' of Top2β protein levels in heart tissue, the author concludes that this hypothesis is untenable. In seeking to understand how dexrazoxane protects the heart, the outcomes of a customised association rule learning algorithm incorporating the use of antecedent surrogate variables (CEME, 2017 McCormack Pharma) reveal a previously unknown relationship between dexrazoxane and poly(ADP-ribose) (PAR) polymer. The author shows how this previously unknown relationship explains both acute and long-term cardioprotection in patients receiving anthracyclines. In addition, as a direct inhibitor of PAR dexrazoxane has access to the epigenome and this offers a new insight into protection by dexrazoxane against doxorubicin-induced late-onset damage [McCormack K, manuscript in preparation]. Notably, through this review article, the author illustrates the practical application of probing natural language text using an association rule learning algorithm for the discovery of new and interesting associations that, otherwise, would remain lost. Historically, the use of CEME enabled the first report of the capacity of a small molecule to catalyse the hybrid self-assembly of a nucleic acid biopolymer via canonical and non-canonical, non-covalent interactions analogous to Watson Crick and Hoogsteen base pairing, respectively.
在对支持右丙亚胺心脏保护作用机制是由心脏组织中Top2β蛋白水平的“消耗”或“下调”介导这一假说的证据进行系统审查后,作者得出该假说站不住脚的结论。在试图理解右丙亚胺如何保护心脏时,一种结合使用先行替代变量的定制关联规则学习算法(CEME,2017年,麦考密克制药公司)的结果揭示了右丙亚胺与聚(ADP - 核糖)(PAR)聚合物之间以前未知的关系。作者展示了这种以前未知的关系如何解释接受蒽环类药物治疗的患者的急性和长期心脏保护作用。此外,作为PAR的直接抑制剂,右丙亚胺可以作用于表观基因组,这为右丙亚胺对阿霉素诱导的迟发性损伤的保护作用提供了新的见解[麦考密克K,正在准备的手稿]。值得注意的是,通过这篇综述文章,作者阐述了使用关联规则学习算法探测自然语言文本以发现新的有趣关联的实际应用,否则这些关联将仍然不为人知。历史上,CEME的使用促成了关于小分子通过分别类似于沃森 - 克里克和 hoogsteen碱基配对的经典和非经典非共价相互作用催化核酸生物聚合物混合自组装能力的首次报道。