[Using activity-based protein profiling method to explore the antitumor targets of spiramycin derivatives].

Ren-Yu Yang, Ting-Ze Feng, Shao-Jun Pei, Huan Qi, Hai-Long Piao
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By strategically modifying the substituents attached to this core structure, it may be feasible to develop novel compounds with enhanced and more selective antitumor properties. Despite this promising outlook, research into the specific targets and comprehensive mechanisms underlying the antitumor effects of spiramycin derivatives remains notably insufficient. A major gap exists in the precise identification of their molecular targets within cancer cells and the detailed signaling pathways they modulate. This lack of mechanistic understanding poses a substantial barrier to the rational design, optimization, and clinical translation of spiramycin-based antitumor therapeutics. To systematically address this knowledge gap and elucidate the antitumor mechanism of this compound class, the present study adopted an activity-based protein profiling (ABPP) strategy. ABPP is a chemoproteomic approach that enables the direct identification of functionally active proteins that interact with small-molecule probes in a native biological context. As a first step, we designed and synthesized a novel, high-activity spiramycin derivative termed <i>n</i>-hexanoyl spiramycin (h-SPM). Building upon the structure of h-SPM, we subsequently engineered and synthesized a structurally analogous activity-based probe. This probe was specifically functionalized with chemical handles (such as an alkyne group) compatible with ABPP methodologies, allowing for downstream bioorthogonal conjugation and enrichment steps. The experimental workflow began by incubating this active probe with live cancer cells. During this co-incubation period, the probe engaged with and covalently bound to its potential protein targets within the complex cellular environment. Following the interaction, cells were lysed, and the probe-labeled proteins were efficiently isolated and purified using affinity-based enrichment techniques-specifically via copper-catalyzed azide-alkyne cycloaddition (click chemistry) to immobilize them onto a solid support. The enriched protein pool was then subjected to in-depth analysis using liquid chromatography-mass spectrometry (LC-MS). This analytical phase yielded detailed, proteome-wide information on the identities of proteins that interact with the h-SPM-based probe. To extract biological insights from the list of identified proteins, we performed comprehensive bioinformatic analysis using Gene Ontology (GO) enrichment. This systematic classification provided crucial information regarding the biological processes, molecular functions, and cellular components associated with the captured proteins. The functional annotations derived from GO analysis allowed us to evaluate and prioritize several promising candidate target proteins for further experimental validation. Through this integrated proteomic and bioinformatic approach, we successfully identified multiple potential cellular targets of h-SPM. Notable among these were amyloid precursor protein (APP) and low-density lipoprotein receptor (LDLR), both of which are implicated in diverse cellular processes such as cell adhesion, signal transduction, and metabolic regulation. To confirm the biological relevance of these interactions, we employed Western Blotting experiments. These studies verified that the expression or post-translational modification states of APP and LDLR were altered in response to h-SPM treatment, thereby confirming their status as responsive molecular targets. After identifying and preliminarily validating APP as a key interactor, we proceeded to investigate its functional role in the drug's mechanism of action. Using short hairpin RNA (shRNA)-mediated protein knockdown, we generated cancer cell lines with significantly reduced APP expression. Comparative analysis of drug sensitivity between these knockdown cells and their wild-type counterparts revealed a marked attenuation of h-SPM's antitumor effects in the absence of APP. Complementary to this, cell staining assays, including immunofluorescence, were conducted to visualize morphological changes, alterations in cell viability, and the subcellular localization of relevant biomarkers following h-SPM treatment. Collectively, these functional experiments provided compelling evidence that APP plays a critical and indispensable role in mediating the antitumor activity of h-SPM. Our findings thus outline a preliminary model of the drug's mechanism, likely involving cellular pathways regulated or influenced by APP. In summary, this study achieves two significant objectives. First, it establishes and validates a robust, generalizable target-screening platform based on ABPP, specifically tailored for the investigation of spiramycin-class compounds. Second, and more importantly, it delivers novel biological insights by pinpointing specific protein targets such as APP. The identification of these targets provides invaluable mechanistic clues and a solid theoretical foundation for the future development of this family of compounds. This work effectively advances spiramycin derivatives from compounds with observed phenotypic activity toward agents with an emerging mechanistic understanding, thereby paving the way for more targeted drug design and informed combination therapy strategies in oncology. 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引用次数: 0

Abstract

Carrimycin is a macrolide antibiotic widely used in the pharmaceutical and clinical fields, with its primary composition consisting of three distinct derivatives of spiramycin. For decades, macrolides like carrimycin have been valued for their efficacy against Gram-positive bacteria and certain atypical pathogens. However, as research has progressed, recent studies have revealed that carrimycin, along with various other structurally modified spiramycin derivatives, exhibits significant antitumor activity in multiple experimental models. This finding suggests that the spiramycin molecular scaffold possesses intrinsic potential beyond its conventional antibacterial role. By strategically modifying the substituents attached to this core structure, it may be feasible to develop novel compounds with enhanced and more selective antitumor properties. Despite this promising outlook, research into the specific targets and comprehensive mechanisms underlying the antitumor effects of spiramycin derivatives remains notably insufficient. A major gap exists in the precise identification of their molecular targets within cancer cells and the detailed signaling pathways they modulate. This lack of mechanistic understanding poses a substantial barrier to the rational design, optimization, and clinical translation of spiramycin-based antitumor therapeutics. To systematically address this knowledge gap and elucidate the antitumor mechanism of this compound class, the present study adopted an activity-based protein profiling (ABPP) strategy. ABPP is a chemoproteomic approach that enables the direct identification of functionally active proteins that interact with small-molecule probes in a native biological context. As a first step, we designed and synthesized a novel, high-activity spiramycin derivative termed n-hexanoyl spiramycin (h-SPM). Building upon the structure of h-SPM, we subsequently engineered and synthesized a structurally analogous activity-based probe. This probe was specifically functionalized with chemical handles (such as an alkyne group) compatible with ABPP methodologies, allowing for downstream bioorthogonal conjugation and enrichment steps. The experimental workflow began by incubating this active probe with live cancer cells. During this co-incubation period, the probe engaged with and covalently bound to its potential protein targets within the complex cellular environment. Following the interaction, cells were lysed, and the probe-labeled proteins were efficiently isolated and purified using affinity-based enrichment techniques-specifically via copper-catalyzed azide-alkyne cycloaddition (click chemistry) to immobilize them onto a solid support. The enriched protein pool was then subjected to in-depth analysis using liquid chromatography-mass spectrometry (LC-MS). This analytical phase yielded detailed, proteome-wide information on the identities of proteins that interact with the h-SPM-based probe. To extract biological insights from the list of identified proteins, we performed comprehensive bioinformatic analysis using Gene Ontology (GO) enrichment. This systematic classification provided crucial information regarding the biological processes, molecular functions, and cellular components associated with the captured proteins. The functional annotations derived from GO analysis allowed us to evaluate and prioritize several promising candidate target proteins for further experimental validation. Through this integrated proteomic and bioinformatic approach, we successfully identified multiple potential cellular targets of h-SPM. Notable among these were amyloid precursor protein (APP) and low-density lipoprotein receptor (LDLR), both of which are implicated in diverse cellular processes such as cell adhesion, signal transduction, and metabolic regulation. To confirm the biological relevance of these interactions, we employed Western Blotting experiments. These studies verified that the expression or post-translational modification states of APP and LDLR were altered in response to h-SPM treatment, thereby confirming their status as responsive molecular targets. After identifying and preliminarily validating APP as a key interactor, we proceeded to investigate its functional role in the drug's mechanism of action. Using short hairpin RNA (shRNA)-mediated protein knockdown, we generated cancer cell lines with significantly reduced APP expression. Comparative analysis of drug sensitivity between these knockdown cells and their wild-type counterparts revealed a marked attenuation of h-SPM's antitumor effects in the absence of APP. Complementary to this, cell staining assays, including immunofluorescence, were conducted to visualize morphological changes, alterations in cell viability, and the subcellular localization of relevant biomarkers following h-SPM treatment. Collectively, these functional experiments provided compelling evidence that APP plays a critical and indispensable role in mediating the antitumor activity of h-SPM. Our findings thus outline a preliminary model of the drug's mechanism, likely involving cellular pathways regulated or influenced by APP. In summary, this study achieves two significant objectives. First, it establishes and validates a robust, generalizable target-screening platform based on ABPP, specifically tailored for the investigation of spiramycin-class compounds. Second, and more importantly, it delivers novel biological insights by pinpointing specific protein targets such as APP. The identification of these targets provides invaluable mechanistic clues and a solid theoretical foundation for the future development of this family of compounds. This work effectively advances spiramycin derivatives from compounds with observed phenotypic activity toward agents with an emerging mechanistic understanding, thereby paving the way for more targeted drug design and informed combination therapy strategies in oncology. Future studies will focus on delineating the detailed downstream consequences of APP engagement by h-SPM and exploring the therapeutic potential of other identified targets in preclinical models.

[利用基于活性的蛋白谱分析方法探索螺旋霉素衍生物的抗肿瘤靶点]。
卡里霉素是一种广泛应用于制药和临床领域的大环内酯类抗生素,其主要成分由三种不同的螺旋霉素衍生物组成。几十年来,像carrimycin这样的大环内酯类药物因其对革兰氏阳性细菌和某些非典型病原体的功效而受到重视。然而,随着研究的进展,最近的研究表明,在多种实验模型中,carrimycin以及其他各种结构修饰的螺旋霉素衍生物显示出显著的抗肿瘤活性。这一发现表明螺旋霉素分子支架具有超越其传统抗菌作用的内在潜力。通过战略性地修饰附着在该核心结构上的取代基,可以开发出具有增强和更具选择性抗肿瘤特性的新型化合物。尽管前景光明,但对螺旋霉素衍生物抗肿瘤作用的具体靶点和综合机制的研究仍然明显不足。一个主要的空白存在于它们在癌细胞中的分子靶点的精确识别和它们调节的详细信号通路。这种机制理解的缺乏对合理设计、优化和基于螺旋霉素的抗肿瘤治疗的临床翻译构成了实质性的障碍。为了系统地解决这一知识缺口并阐明这类化合物的抗肿瘤机制,本研究采用了基于活性的蛋白质谱分析(ABPP)策略。ABPP是一种化学蛋白质组学方法,可以直接识别在天然生物环境中与小分子探针相互作用的功能活性蛋白质。作为第一步,我们设计并合成了一种新的,高活性的螺旋霉素衍生物,称为正己醇螺旋霉素(h-SPM)。在h-SPM结构的基础上,我们随后设计并合成了结构类似的基于活性的探针。该探针特别功能化了与ABPP方法兼容的化学手柄(如炔基),允许下游生物正交偶联和富集步骤。实验工作流程开始于将这种活性探针与活的癌细胞孵育。在共孵育期间,探针与复杂细胞环境中潜在的蛋白质靶标进行共价结合。在相互作用之后,细胞被裂解,探针标记的蛋白质被有效地分离和纯化,使用基于亲和的富集技术-特别是通过铜催化叠氮-炔环加成(点击化学)将它们固定在固体载体上。然后使用液相色谱-质谱(LC-MS)对富集蛋白池进行深入分析。这个分析阶段产生了与h- spm探针相互作用的蛋白质身份的详细的蛋白质组范围的信息。为了从鉴定的蛋白质列表中提取生物学见解,我们使用基因本体(GO)富集进行了全面的生物信息学分析。这种系统的分类提供了与捕获的蛋白质相关的生物过程、分子功能和细胞成分的关键信息。从氧化石墨烯分析中得到的功能注释使我们能够评估和优先考虑几个有希望的候选靶蛋白,以进行进一步的实验验证。通过这种整合蛋白质组学和生物信息学的方法,我们成功地鉴定了h-SPM的多个潜在细胞靶点。其中值得注意的是淀粉样蛋白前体蛋白(APP)和低密度脂蛋白受体(LDLR),两者都涉及多种细胞过程,如细胞粘附、信号转导和代谢调节。为了确认这些相互作用的生物学相关性,我们采用了Western Blotting实验。这些研究证实了APP和LDLR的表达或翻译后修饰状态在h-SPM处理下发生了改变,从而证实了它们作为应答性分子靶点的地位。在确定并初步验证APP作为关键相互作用因子后,我们继续研究其在药物作用机制中的功能作用。通过短发夹RNA (shRNA)介导的蛋白敲低,我们获得了APP表达显著降低的癌细胞系。对比分析这些敲除细胞与野生型细胞之间的药物敏感性,发现在没有APP的情况下,h-SPM的抗肿瘤作用明显减弱。除此之外,我们还进行了包括免疫荧光在内的细胞染色试验,以观察h-SPM处理后的形态学变化、细胞活力变化和相关生物标志物的亚细胞定位。 总之,这些功能实验提供了令人信服的证据,证明APP在介导h-SPM的抗肿瘤活性中起着至关重要的作用。因此,我们的研究结果概述了药物机制的初步模型,可能涉及APP调节或影响的细胞途径。总之,本研究实现了两个重要目标。首先,它建立并验证了一个基于ABPP的强大的、可通用的靶标筛选平台,专门用于螺旋霉素类化合物的研究。其次,更重要的是,它通过精确定位特定的蛋白质靶点(如APP)提供了新的生物学见解。这些靶点的鉴定为该化合物家族的未来发展提供了宝贵的机制线索和坚实的理论基础。这项工作有效地将螺旋霉素衍生物从具有观察到的表型活性的化合物发展为具有新兴机制理解的药物,从而为肿瘤中更有针对性的药物设计和知情的联合治疗策略铺平了道路。未来的研究将集中于描述h-SPM参与APP的详细下游后果,并在临床前模型中探索其他已确定靶点的治疗潜力。
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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