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A patent review of hepatitis B virus core protein allosteric modulators (2019-present). 乙型肝炎病毒核心蛋白变构调节剂专利审查(2019年至今)。
IF 5.4 2区 医学 Q1 CHEMISTRY, MEDICINAL Pub Date : 2025-05-01 Epub Date: 2025-03-06 DOI: 10.1080/13543776.2025.2467699
Shuo Wang, Feiyue Ma, Kai Tang, Shujing Xu, Haiyong Jia, Xinyong Liu, Peng Zhan

Introduction: The hepatitis B virus (HBV) core protein is a significant therapeutic target due to its essential role in HBV replication. Over the past five years, numerous structurally unique CpAMs have been patented. However, no compounds have been approved due to various issues such as poor pharmacokinetics (PK) and hepatotoxicity. As a result, there is an urgent need to develop novel CpAMs without these limitations.

Areas covered: This review provides a comprehensive analysis of patents related to CpAMs from 2019 to the present, with the aim of delineating the chemical evolution that has occurred in the pursuit of more promising CpAMs. The sources of patent information included databases of the European Patent Office, the China Patent Office and the U.S.A. Patent Office, while relevant research articles were accessed through PubMed.

Expert opinion: During the optimization of CpAMs, striking a good balance between activity and druggability usually poses a certain challenge while the emergence of drug resistance issues further complicates the development process. A comprehensive analysis of the structural features of CpAMs and identification of essential patterns in chemical evolution can reveal common principles that improve pharmacodynamic (PD) and PK profiles, thereby facilitating the discovery of next-generation CpAMs.

乙型肝炎病毒(HBV)核心蛋白因其在HBV复制中的重要作用而成为一个重要的治疗靶点。在过去的五年中,许多结构独特的cpam获得了专利。然而,由于各种各样的问题,如不良的药代动力学(PK)和肝毒性,没有化合物被批准。因此,迫切需要开发没有这些限制的新型cpam。涵盖领域:本综述对2019年至今与cpam相关的专利进行了全面分析,旨在描述在追求更有前途的cpam过程中发生的化学演变。专利信息来源包括欧洲专利局、中国专利局和美国专利局数据库,相关研究文章通过PubMed检索。专家意见:在cpam的优化过程中,在活性和可用药性之间取得良好的平衡往往是一个挑战,而耐药问题的出现使开发过程更加复杂。全面分析CpAMs的结构特征和确定其化学进化的基本模式可以揭示改善药效学(PD)和PK谱的共同原理,从而促进下一代CpAMs的发现。
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引用次数: 0
JBI-802: the first orally available LSD1/HDAC6 dual inhibitor to enter clinical trials. JBI-802:首个进入临床试验的口服LSD1/HDAC6双抑制剂。
IF 5.4 2区 医学 Q1 CHEMISTRY, MEDICINAL Pub Date : 2025-05-01 Epub Date: 2025-02-20 DOI: 10.1080/13543776.2025.2468792
Jingya Zhang, Xiangli Ren, Yihui Song, Bin Yu

Introduction: Lysine-specific demethylase 1 (LSD1) and histone deacetylase 6 (HDAC6) are key epigenetic regulators involved in histone demethylation and deacetylation processes that impact chromatin structure and gene expression. JBI-802 marks a major advancement as the first novel, orally available LSD1/HDAC6 dual inhibitor currently in clinical trials.

Areas covered: This review provides a comprehensive overview of the discovery and development of JBI-802, detailing its structure-activity relationship (SARs), chemical synthesis, biological activity, and clinical progress. Other dual LSD1/HDAC6 inhibitors and the challenges are briefly discussed, underscoring the therapeutic potential of dual inhibition in disease treatment. The literature search is performed using SciFinder, Google patent, ClinicalTrials databases, and PubMed.

Expert opinion: The dual LSD1/HDAC6 inhibitor JBI-802 demonstrates robust anti-proliferative activity, significant antitumor effects in multiple hematologic malignancies, and superior efficacy in combination with checkpoint inhibitors in the CT-26 syngeneic mouse model. JBI-802 is currently undergoing phase I/II clinical trials in patients with advanced solid tumors, myeloproliferative neoplasms (MPN), and myelodysplastic/myeloproliferative neoplasms (MDS/MPN) with thrombocytosis. However, the potential on-target toxicity, off-target interactions and selectivity concerns deservee more attention.

赖氨酸特异性去甲基化酶1 (LSD1)和组蛋白去乙酰化酶6 (HDAC6)是影响染色质结构和基因表达的组蛋白去甲基化和去乙酰化的关键表观遗传调控因子。JBI-802是目前处于临床试验阶段的首个口服LSD1/HDAC6双抑制剂,标志着一项重大进展。涵盖领域:本文全面综述了JBI-802的发现和开发,详细介绍了其构效关系(SARs)、化学合成、生物活性和临床进展。本文简要讨论了其他双LSD1/HDAC6抑制剂及其面临的挑战,强调了双抑制在疾病治疗中的治疗潜力。文献检索使用SciFinder、谷歌专利、ClinicalTrials数据库和PubMed进行。专家意见:双重LSD1/HDAC6抑制剂JBI-802在CT-26同基因小鼠模型中显示出强大的抗增殖活性,在多种血液恶性肿瘤中具有显著的抗肿瘤作用,并且与检查点抑制剂联合使用具有优越的疗效。JBI-802目前正在进行晚期实体瘤、骨髓增生性肿瘤(MPN)和骨髓增生异常/骨髓增生性肿瘤(MDS/MPN)伴血小板增多症患者的I/II期临床试验。然而,潜在的靶毒性、脱靶相互作用和选择性问题值得更多的关注。
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引用次数: 0
Updated patent review for hematopoietic progenitor kinase (HPK1) inhibitors and degraders (2021-present). 更新了造血祖激酶(HPK1)抑制剂和降解剂的专利审查(2021年至今)。
IF 5.4 2区 医学 Q1 CHEMISTRY, MEDICINAL Pub Date : 2025-04-01 Epub Date: 2025-02-16 DOI: 10.1080/13543776.2025.2462834
Ying-Hui Yuan, Jia-Ying Mao, Ji-Fan Yue, Meng-Lan He, Zi Hui, Hang Yin, Jianshe Wang, Xiang-Yang Ye

Introduction: Hematopoietic progenitor cell kinase (HPK1) is a serine/threonine kinase of MAP4K family. It negatively regulates T cell receptor and B cell signal transduction. The loss of HPK1 kinase function increases the secretion of cytokines and enhances T cell signal transduction, virus clearance and tumor growth inhibition. Therefore, HPK1 is considered as a promising drug target for tumor immunotherapy.

Area covered: This article surveys the patents published since 2021 aiming to analyze the structural features of scaffolds and the patent landscape. It also discusses the recent clinical developments and provides perspectives on the challenges and the future directions.

Expert opinion: HPK1 kinase is a viable drug target, and there is an increasing number of clinical studies on HPK1 inhibitors. In the clinical research of HPK1 inhibitors, there are mainly two ways: monotherapy and combination therapy. In recent years, HPK1 degraders derived from PROTAC technology have shown promises along with HPK1 inhibitors. It is hopeful that small molecule inhibitors or degraders targeting HPK1 will gain FDA approval for treatment of human diseases in the near future.

Databases searched and inclusive dates: A rapid survey of literature reports using keyword 'HPK1' in SciFinder® search engine yielded about 180 papers since 2021.

造血祖细胞激酶(HPK1)是MAP4K家族的丝氨酸/苏氨酸激酶。它负调控T细胞受体和B细胞信号转导。HPK1激酶功能的丧失增加了细胞因子的分泌,增强了T细胞信号转导、病毒清除和肿瘤生长抑制。因此,HPK1被认为是一个很有前景的肿瘤免疫治疗药物靶点。涵盖领域:本文调查了自2021年以来发表的专利,旨在分析支架的结构特征和专利景观。它还讨论了最近的临床发展,并提供了挑战和未来方向的观点。专家意见:HPK1激酶是一个可行的药物靶点,HPK1抑制剂的临床研究越来越多。在HPK1抑制剂的临床研究中,主要有两种方法:单药治疗和联合治疗。近年来,来自PROTAC技术的HPK1降解剂与HPK1抑制剂一起显示出前景。靶向HPK1的小分子抑制剂或降解剂有望在不久的将来获得FDA批准用于治疗人类疾病。检索数据库和包含日期:在SciFinder®搜索引擎中使用关键词“HPK1”对文献报告进行快速调查,发现自2021年以来约有180篇论文。
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引用次数: 0
The role of patent analysis in target selection. 专利分析在目标选择中的作用。
IF 5.4 2区 医学 Q1 CHEMISTRY, MEDICINAL Pub Date : 2025-04-01 Epub Date: 2025-01-08 DOI: 10.1080/13543776.2024.2447070
Daniel H O Donovan, Weiping Wang, Jim Sheppeck, Gerjan de Bruin
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引用次数: 0
Small molecules targeting immune checkpoint proteins for cancer immunotherapy: a patent and literature review (2020-2024). 针对癌症免疫治疗的免疫检查点蛋白的小分子:专利和文献综述(2020-2024)。
IF 5.4 2区 医学 Q1 CHEMISTRY, MEDICINAL Pub Date : 2025-04-01 Epub Date: 2025-02-16 DOI: 10.1080/13543776.2025.2462849
Qiaohong Geng, Juanjuan Xu, Chunsheng Du, Deheng Zhang, Yanrui Jin, Jiatong Song, Wenjing Qu, Changnan Zhang, Gaoxing Su, Peifu Jiao

Introduction: Targeting immune checkpoint proteins (ICPs) via small molecules open a new window for cancer immunotherapy. Herein, we summarize recent advances of small molecules with novel chemical structures targeting ICPs, discusses their anti-tumor efficacies, which are important for the development of novel small molecules for cancer immunotherapy.

Areas covered: In this review, the latest patents and literature were gathered through the comprehensive searches in the databases of European Patent Office (EPO), Cortellis Drug Discovery Intelligence (CDDI), PubMed and Web of Science using ICPs and compounds as key words.

Expert opinion: To develop novel weapons to fight against cancer, small molecules targeting ICPs including CTLA-4, LAG-3, PD-L1, Siglec-9, TIM-3, TIGIT, and VISTA have been synthesized and evaluated in succession. Chief among them are the small molecules targeting PD-L1, which have been intensively investigated in recent years. Various in vitro assays such as ALPHA, HTRF binding assay, NFAT assay have been successfully developed to screen novel IPCs inhibitors. However, the in vivo assay, for example, using double-humanized PD-1/PD-L1 (hPD-1/hPD-L1) mouse as evaluation model, are seldom reported. Novel pharmacophores with new working mechanisms such as proteolysis targeting chimeras (PROTACs) and peptides are needed to enhance the therapeutic efficacy.

通过小分子靶向免疫检查点蛋白(ICPs)为癌症免疫治疗打开了一扇新的窗口。本文综述了近年来具有新型化学结构的靶向ICPs小分子的研究进展,并讨论了它们的抗肿瘤作用,这对开发用于肿瘤免疫治疗的新型小分子具有重要意义。涉及领域:本综述以icp和化合物为关键词,综合检索欧洲专利局(EPO)、Cortellis Drug Discovery Intelligence (CDDI)、PubMed和Web of Science数据库,收集最新专利和文献。专家意见:为开发抗癌新武器,针对icp的小分子药物CTLA-4、LAG-3、PD-L1、siglece -9、TIM-3、TIGIT、VISTA等已陆续被合成和评价。其中最主要的是靶向PD-L1的小分子,近年来得到了广泛的研究。各种体外测定,如α, htfr结合测定,NFAT测定已成功开发筛选新的IPCs抑制剂。然而,以双人源化PD-1/PD-L1 (hPD-1/hPD-L1)小鼠为评价模型的体内实验却鲜有报道。需要具有新的工作机制的新型药物载体,如靶向嵌合体(proteolysis targeting chimeras, PROTACs)和多肽来提高治疗效果。
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引用次数: 0
A patent review of BRD4 inhibitors (2020-present). BRD4抑制剂的专利审查(2020年至今)。
IF 5.4 2区 医学 Q1 CHEMISTRY, MEDICINAL Pub Date : 2025-04-01 Epub Date: 2025-02-14 DOI: 10.1080/13543776.2025.2463150
Yanfang Chen, Huanmin Zhou, Jiamin Yu, Jing Gao, Shengyu Xue, Hong Ding, Hua Lin, Cheng Luo

Introduction: Bromodomain-containing protein 4 (BRD4) stands as a pivotal member within the Bromodomain and Extra-Terminal Domain (BET) family, contributing significantly to epigenetic control and gene expression. Given its association with various cancers, BRD4 emerges as a promising therapeutic target, suggesting a substantial role in the treatment of diverse pathological conditions.

Areas covered: The present review is centered on patent applications concerning inhibitors targeting BRD4's bromodomain site, published from 2020 to present. A comprehensive evaluation was conducted on a total of 70 applications. The latest patented studies of BRD4 are summarized by using the keywords 'BRD4' in SciFinder, PubMed, and The lens Patents and databases in the year from 2020 to present.

Expert opinion: Despite the substantial progress achieved in the clinical research of numerous BET bromodomain inhibitors, their development remains fraught with challenges. To mitigate the dose-limiting toxicity (DLT) and other clinical adverse effects associated with pan-BET inhibitors, current research efforts are increasingly focus on the development of selective BRD4-BD1 or -BD2 inhibitors. These selective inhibitors exhibit considerable potential as more efficacious candidate drugs, thereby paving the way for novel avenues in both fundamental and translational research within this domain.

Bromodomain-containing protein 4 (BRD4)是Bromodomain和Extra-Terminal Domain (BET)家族中的关键成员,在表观遗传控制和基因表达中起着重要作用。鉴于其与多种癌症的关联,BRD4成为一个有希望的治疗靶点,表明在治疗多种病理状况中发挥重要作用。涵盖领域:目前的审查集中于针对BRD4溴域位点的抑制剂的专利申请,从2020年到现在公布。对总共70份申请进行了综合评估。利用SciFinder、PubMed、The lens专利及数据库中的关键词“BRD4”,总结了2020年至今BRD4的最新专利研究。专家意见:尽管许多BET溴域抑制剂的临床研究取得了实质性进展,但它们的发展仍然充满挑战。为了减轻与泛β - β抑制剂相关的剂量限制性毒性(DLT)和其他临床不良反应,目前的研究工作越来越多地集中于开发选择性BRD4-BD1或-BD2抑制剂。这些选择性抑制剂作为更有效的候选药物表现出相当大的潜力,从而为该领域的基础和转化研究开辟了新的途径。
{"title":"A patent review of BRD4 inhibitors (2020-present).","authors":"Yanfang Chen, Huanmin Zhou, Jiamin Yu, Jing Gao, Shengyu Xue, Hong Ding, Hua Lin, Cheng Luo","doi":"10.1080/13543776.2025.2463150","DOIUrl":"10.1080/13543776.2025.2463150","url":null,"abstract":"<p><strong>Introduction: </strong>Bromodomain-containing protein 4 (BRD4) stands as a pivotal member within the Bromodomain and Extra-Terminal Domain (BET) family, contributing significantly to epigenetic control and gene expression. Given its association with various cancers, BRD4 emerges as a promising therapeutic target, suggesting a substantial role in the treatment of diverse pathological conditions.</p><p><strong>Areas covered: </strong>The present review is centered on patent applications concerning inhibitors targeting BRD4's bromodomain site, published from 2020 to present. A comprehensive evaluation was conducted on a total of 70 applications. The latest patented studies of BRD4 are summarized by using the keywords 'BRD4' in SciFinder, PubMed, and The lens Patents and databases in the year from 2020 to present.</p><p><strong>Expert opinion: </strong>Despite the substantial progress achieved in the clinical research of numerous BET bromodomain inhibitors, their development remains fraught with challenges. To mitigate the dose-limiting toxicity (DLT) and other clinical adverse effects associated with pan-BET inhibitors, current research efforts are increasingly focus on the development of selective BRD4-BD1 or -BD2 inhibitors. These selective inhibitors exhibit considerable potential as more efficacious candidate drugs, thereby paving the way for novel avenues in both fundamental and translational research within this domain.</p>","PeriodicalId":12314,"journal":{"name":"Expert Opinion on Therapeutic Patents","volume":" ","pages":"371-386"},"PeriodicalIF":5.4,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143364208","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Patenting perspective on Keap1 inhibitors (2019-2024). Keap1抑制剂专利申请展望(2019-2024)
IF 5.4 2区 医学 Q1 CHEMISTRY, MEDICINAL Pub Date : 2025-04-01 Epub Date: 2025-02-10 DOI: 10.1080/13543776.2025.2462844
Yongfu Luo, Ziyu Yang, Yuan Zhang, Shutong Jiang, Jingyu Zhu, Xiangyang Li, Qidong You, Mengchen Lu

Introduction: Kelch-like ECH-associated protein 1 (Keap1), an E3 ligase negatively regulating the nuclear factor erythroid 2-related factor 2 (Nrf2), has emerged as an auspicious drug target for treating ailments associated with oxidative stress and inflammation. Discovery of Keap1 inhibitors have attracted significant interest.

Areas covered: This review covers patents on Keap1 inhibitors from 2019 to 2024, providing a comprehensive analysis of their structural characteristics, optimization strategies, pharmacological properties and clinical progress.

Expert opinion: Extensive efforts have been devoted to enhance potency and drug-like properties of Keap1 inhibitors. Strategies such as ROS-cleavable prodrug design, bivalent inhibition and PROTACs are emerging. As the range of drug types and applications expands, Keap1 inhibitors are becoming a sagacious option for disease treating.

kelch样ech相关蛋白1 (Keap1)是一种负调控核因子红细胞2相关因子2 (Nrf2)的E3连接酶,已成为治疗与氧化应激和炎症相关疾病的一个吉祥的药物靶点。Keap1抑制剂的发现引起了人们极大的兴趣。涵盖领域:本综述涵盖2019 - 2024年Keap1抑制剂专利,全面分析其结构特征、优化策略、药理学性质和临床进展。专家意见:广泛的努力致力于提高Keap1抑制剂的效力和药物样特性。诸如ros -可切割的前药设计、二价抑制和PROTACs等策略正在出现。随着药物类型和应用范围的扩大,Keap1抑制剂正成为疾病治疗的明智选择。
{"title":"Patenting perspective on Keap1 inhibitors (2019-2024).","authors":"Yongfu Luo, Ziyu Yang, Yuan Zhang, Shutong Jiang, Jingyu Zhu, Xiangyang Li, Qidong You, Mengchen Lu","doi":"10.1080/13543776.2025.2462844","DOIUrl":"10.1080/13543776.2025.2462844","url":null,"abstract":"<p><strong>Introduction: </strong>Kelch-like ECH-associated protein 1 (Keap1), an E3 ligase negatively regulating the nuclear factor erythroid 2-related factor 2 (Nrf2), has emerged as an auspicious drug target for treating ailments associated with oxidative stress and inflammation. Discovery of Keap1 inhibitors have attracted significant interest.</p><p><strong>Areas covered: </strong>This review covers patents on Keap1 inhibitors from 2019 to 2024, providing a comprehensive analysis of their structural characteristics, optimization strategies, pharmacological properties and clinical progress.</p><p><strong>Expert opinion: </strong>Extensive efforts have been devoted to enhance potency and drug-like properties of Keap1 inhibitors. Strategies such as ROS-cleavable prodrug design, bivalent inhibition and PROTACs are emerging. As the range of drug types and applications expands, Keap1 inhibitors are becoming a sagacious option for disease treating.</p>","PeriodicalId":12314,"journal":{"name":"Expert Opinion on Therapeutic Patents","volume":" ","pages":"325-356"},"PeriodicalIF":5.4,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143255208","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Small molecule and peptide CXCR4 antagonists. A patent review from 2019 to 2024. 小分子和肽CXCR4拮抗剂。2019 - 2024年的专利审查。
IF 5.4 2区 医学 Q1 CHEMISTRY, MEDICINAL Pub Date : 2025-04-01 Epub Date: 2025-02-18 DOI: 10.1080/13543776.2025.2462848
Zafer Sahin, Yesim A Tahirovic, Jiafeng Geng, Lawrence J Wilson, Dennis C Liotta

Introduction: The chemokine receptor CXCR4 has been under intense study due to the central role it plays in immune system regulation and the pathology of human disease. Although the first CXCR4 drug plerixafor emerged over a decade ago (2007), recently the first peptide (motixafortide, 2023) and the first oral small molecule (mavorixafor, 2024) CXCR4 antagonists became FDA approved.

Areas covered: This article describes patent documents published during the period of 2019 through 2024 for both small molecule and peptides. This IP includes few new chemotypes, with most being extensions of existing structural classes. There is also less significant IP covering peptide-based therapeutics than those covering small molecules. Notably, multiple therapeutic uses have also emerged. Patents were searched from SciFinder (CAS) and Google Patents with the term CXCR4 antagonists. Patents were selected according to whether they fit into the classification of small molecules or peptides.

Expert opinion: In the last 5 years there has been significant advancement in CXCR4 antagonists as gauged by the FDA approval of two drugs. The search for second and third generation compounds will be the focus of future efforts with new uses and better properties which likely could come from some of the IP described herein.

趋化因子受体CXCR4因其在免疫系统调节和人类疾病病理中发挥的核心作用而受到广泛的研究。尽管第一个CXCR4药物plerixafor早在十多年前(2007年)就出现了,但最近第一个肽(motixafortide, 2023年)和第一个口服小分子(mavorixafor, 2024年)CXCR4拮抗剂获得了FDA的批准。涵盖领域:本文描述了2019年至2024年期间发布的小分子和多肽专利文件。这个IP包括一些新的化学型,大多数是现有结构类的扩展。与覆盖小分子的知识产权相比,覆盖肽基疗法的知识产权也不那么重要。值得注意的是,还出现了多种治疗用途。从SciFinder (CAS)和谷歌Patents中检索含有CXCR4拮抗剂的专利。专利是根据它们是否适合小分子或肽的分类来选择的。专家意见:在过去的五年中,CXCR4拮抗剂取得了重大进展,FDA批准了两种药物。寻找第二代和第三代化合物将是未来工作的重点,这些化合物的新用途和更好的性能可能来自本文描述的一些知识产权。
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引用次数: 0
Heterogeneity-Preserving Discriminative Feature Selection for Disease-Specific Subtype Discovery. 用于发现亚型的异质性保护判别特征选择。
IF 5.4 2区 医学 Q1 CHEMISTRY, MEDICINAL Pub Date : 2025-03-05 DOI: 10.1101/2023.05.14.540686
Abdur Rahman M A Basher, Caleb Hallinan, Kwonmoo Lee

The identification of disease-specific subtypes can provide valuable insights into disease progression and potential individualized therapies, important aspects of precision medicine given the complex nature of disease heterogeneity. The advent of high-throughput technologies has enabled the generation and analysis of various molecular data types, such as single-cell RNA-seq, proteomic, and imaging datasets, on a large scale. While these datasets offer opportunities for subtype discovery, they also pose challenges in finding subtype signatures due to their high dimensionality. Feature selection, a key step in the machine learning pipeline, involves selecting signatures that reduce feature size for more efficient downstream computational analysis. Although many existing methods focus on selecting features that differentiate known diseases or cell states, they often struggle to identify features that both preserve heterogeneity and reveal subtypes. To address this, we utilized deep metric learning-based feature embedding to explore the statistical properties of features crucial for preserving heterogeneity. Our analysis indicated that features with a notable difference in interquartile range (IQR) between classes hold important subtype information. Guided by this insight, we developed a statistical method called PHet (Preserving Heterogeneity), which employs iterative subsampling and differential analysis of IQR combined with Fisher's method to identify a small set of features that preserve heterogeneity and enhance subtype clustering quality. Validation on public single-cell RNA-seq and microarray datasets demonstrated PHet's ability to maintain sample heterogeneity while distinguishing known disease/cell states, with a tendency to outperform previous differential expression and outlier-based methods. Furthermore, an analysis of a single-cell RNA-seq dataset from mouse tracheal epithelial cells identified two distinct basal cell subtypes differentiating towards a luminal secretory phenotype using PHet-based features, demonstrating promising results in a real-data application. These results highlight PHet's potential to enhance our understanding of disease mechanisms and cell differentiation, contributing significantly to the field of personalized medicine.

考虑到不同细胞或患者对特定治疗的不同反应,亚型的发现对于疾病诊断和靶向治疗至关重要。通过探索疾病或细胞状态的异质性,可以深入了解疾病进展机制和细胞分化情况。高通量技术的出现使得各种分子数据类型(如单细胞 RNA-seq、蛋白质组和成像数据集)得以大规模生成和分析。这些数据集在为亚型发现提供机会的同时,也因其高维度而为寻找相关特征带来了挑战。特征选择是分析流水线中的关键步骤,包括选择能缩小特征大小的特征,以便更有效地进行下游计算分析。现有的许多方法都侧重于选择能区分已知疾病或细胞状态的特征,但这些方法往往无法识别能保持异质性和揭示亚型的特征。为了找出既能捕捉每个类别内的多样性,又能保持对已知疾病状态的区分度的特征,我们采用了基于深度度量学习的特征嵌入,对保持异质性所必需的特征的统计特性进行了详细探索。我们的分析表明,类间四分位数范围(IQR)差异显著的特征具有关键的亚型信息。在这一洞察力的指导下,我们开发了一种稳健的统计方法,称为 PHet(Preserving Heterogeneity,保留异质性),该方法对类别间的 IQR 和费雪法进行迭代子取样差异分析,识别出最小的一组保留异质性的判别特征,以优化亚型聚类质量。利用公开的单细胞 RNA-seq 和微阵列数据集进行的验证表明,PHet 在保持样本异质性的同时,还能有效区分已知的疾病/细胞状态,其性能超过了以前基于离群值的方法。此外,对小鼠气管上皮细胞单细胞RNA-seq数据集的分析显示,通过基于PHet的特征,有两种不同的基底细胞亚型正在向腔分泌表型分化。值得注意的是,其中一种亚型表现出 BPIFA1 的高表达。有趣的是,之前的研究已将 BPIFA1 的分泌与气道上皮细胞粘膜分化过程中分泌细胞的出现联系起来。PHet 成功地确定了与这一现象相关的基底细胞亚型,而预先标注的标记物和基于离散度的特征由于其混合特征表达谱而无法进行区分。这些发现强调了我们的方法在加深我们对疾病和细胞分化内在机制的理解方面的潜力,并为个性化医疗做出了重大贡献。
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引用次数: 0
A patent review of von Hippel-Lindau (VHL)-recruiting chemical matter: E3 ligase ligands for PROTACs and targeted protein degradation (2019-present). von Hippel-Lindau (vhl)招募化学物质:用于PROTACs和靶向蛋白降解的E3连接酶配体的专利审查(2019年至今)。
IF 5.4 2区 医学 Q1 CHEMISTRY, MEDICINAL Pub Date : 2025-02-06 DOI: 10.1080/13543776.2024.2446232
Aina Urbina, Alex J Hallatt, Jack Robertson, Alessio Ciulli

Introduction: The von Hippel-Lindau (VHL) E3 ubiquitin ligase has seen extensive research due to its involvement in the ubiquitin proteasome system and role as a tumor suppressor within the hypoxia signaling pathway. VHL has become an attractive target for proteolysis targeting chimeras (PROTACs), bifunctional molecules that can induce degradation of neo-substrate proteins. The development of VHL inhibitors and PROTACs has seen rapid development since disclosure of the first non-peptidic VHL ligand (2012).

Areas covered: Due to the demand for more diverse and sophisticated VHL ligands that can be applied to PROTACs, the number of patents disclosed has risen significantly in the past 5 years. Herein, the wide range of VHL modifications that have been patented since 2019 is covered. Specifically, any new or unique chemical modification to established VHL ligands or PROTACs will be discussed.

Expert opinion: The VHL chemical space continues to expand within the patent literature. There are exciting new modifications that can enhance the physiochemical properties of VHL PROTACs and other alterations can improve the affinity of the VHL ligand itself. Further optimization of the VHL chemical space will no doubt lead to the development of more VHL-based therapies and clinical candidates.

von Hippel-Lindau (VHL) E3泛素连接酶由于其参与泛素蛋白酶体系统和在缺氧信号通路中作为肿瘤抑制因子的作用而被广泛研究。VHL已经成为蛋白水解靶向嵌合体(PROTACs)的一个有吸引力的靶标,PROTACs是一种双功能分子,可以诱导新底物蛋白的降解。自第一个非肽类VHL配体(2012年)被发现以来,VHL抑制剂和PROTACs的发展迅速。涉及领域:由于对可应用于PROTACs的更多样化和更复杂的VHL配体的需求,在过去5年中披露的专利数量显着增加。本文涵盖了自2019年以来获得专利的各种VHL修改。具体来说,将讨论对已建立的VHL配体或PROTACs进行的任何新的或独特的化学修饰。专家意见:VHL化学空间在专利文献中继续扩大。有一些令人兴奋的新修饰可以增强VHL PROTACs的物理化学性质,其他修饰可以提高VHL配体本身的亲和力。VHL化学领域的进一步优化无疑将导致更多基于VHL的治疗方法和临床候选药物的开发。
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引用次数: 0
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