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Nie J, Sun X, He Y, Zhu M, Zhang X, Wang Q, Liu Z, Xie Z, Li Z, Liao C. Structure-Based Discovery of a Highly Selective, Oral Polo-Like Kinase 1 Inhibitor with Potent Antileukemic Activity. J Med Chem 2025; 68:4477-4497. [PMID: 39965158 DOI: 10.1021/acs.jmedchem.4c02422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2025]
Abstract
Polo-like kinase 1 (PLK1) plays pivotal roles in cell division and cancer pathogenesis, making it a highly coveted therapeutic target for anticancer strategies. This article reports a series of PLK1 inhibitors developed using a structure-based strategy, culminating in the discovery of compound B31, a novel isoform-specific PLK1 inhibitor with excellent kinome selectivity. In vitro, this compound exhibited superior anticancer potency across a broad spectrum of cell lines, particularly against K562, achieving a remarkable IC50 value of 0.08 nM. In a mouse model harboring subcutaneous K562 tumors, oral administration of B31 at dosages of 10 or 20 mg/kg twice weekly exhibited remarkable antileukemic activity. B31 had minimal impact on HEK293T cells and very weak inhibitory activity against the hERG channel. Furthermore, in the acute toxicity test, this compound demonstrated an extraordinary safety profile even at a dosage of 500 mg/kg, highlighting its potential as a novel antileukemic agent.
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Affiliation(s)
- Jianyu Nie
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Xiaojiao Sun
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Yan He
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Mingxin Zhu
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Xinglong Zhang
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Qin Wang
- Department of Otolaryngology-Head and Neck Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Zhenming Liu
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Zhouling Xie
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Zhongtang Li
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Chenzhong Liao
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
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Bian S, Zhang R, Nie J, Zhu M, Xie Z, Liao C, Wang Q. Progress with polo-like kinase (PLK) inhibitors: a patent review (2018-present). Expert Opin Ther Pat 2024; 34:789-806. [PMID: 38994687 DOI: 10.1080/13543776.2024.2379924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 07/04/2024] [Indexed: 07/13/2024]
Abstract
INTRODUCTION Polo-like kinases (PLKs) have five isoforms, all of which play crucial roles in cell cycle and cell proliferation, offering opportunities for drug design and treatment of cancers and other related diseases. Notably, PLK1 and PLK4 have been extensively investigated as cancer drug targets. One distinctive feature of PLKs is the presence of a unique polo-box domain (PBD), which regulates kinase activity and subcellular localization. This provides possibilities for specifically targeting PLKs. AREA COVERED This article provides an overview of the roles of PLKs in various cancers and related diseases, as well as the drug development involving PLKs, with a particular focus on PLK1 and PLK4. It summarizes the PLK1 and PLK4 inhibitors that have been disclosed in patents or literature (from 2018 - present), which were sourced from SciFinder and WIPO database. EXPERT OPINION After two decades of drug development on PLKs, several drugs progressed into clinical trials for the treatment of many cancers; however, none of them has been approved yet. Further elucidating the mechanisms of PLKs and identifying and developing highly selective ATP-competitive inhibitors, highly potent drug-like PBD inhibitors, degraders, etc. may provide new opportunities for cancer therapy and the treatment for several nononcologic diseases. PLKs inhibition-based combination therapies can be another helpful strategy.
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Affiliation(s)
- Shirong Bian
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China
| | - Ru Zhang
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China
| | - Jianyu Nie
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China
| | - Mingxing Zhu
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China
| | - Zhouling Xie
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China
| | - Chenzhong Liao
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China
| | - Qin Wang
- Department of Otolaryngology-Head and Neck Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
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Shen L, Wu X, Shi L, Xu X, Zhang J, Li F. Selective N-Alkylation of Aminobenzenesulfonamides with Alcohols for the Synthesis of Amino-( N-alkyl)benzenesulfonamides Catalyzed by a Metal-Ligand Bifunctional Ruthenium Catalyst. J Org Chem 2024; 89:8397-8406. [PMID: 38825774 DOI: 10.1021/acs.joc.4c00166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
[(p-Cymene)Ru(2,2'-bpyO)(H2O)] was proven to be an efficient catalyst for the synthesis of amino-(N-alkyl)benzenesulfonamides via selective N-alkylation of aminobenzenesulfonamides with alcohols. It was confirmed that functional groups in the bpy ligand are crucial for the activity of catalysts. Furthermore, the utilization of this catalytic system for the preparation of a biologically active compound was presented.
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Affiliation(s)
- Lu Shen
- School of Chemical Engineering, Nanjing University of Science & Technology, Nanjing 210094, P. R. China
| | - Xingliang Wu
- School of Chemical Engineering, Nanjing University of Science & Technology, Nanjing 210094, P. R. China
| | - Lili Shi
- School of Chemical Engineering, Nanjing University of Science & Technology, Nanjing 210094, P. R. China
| | - Xiangchao Xu
- School of Chemical Engineering, Nanjing University of Science & Technology, Nanjing 210094, P. R. China
| | - Jin Zhang
- School of Chemical Engineering, Nanjing University of Science & Technology, Nanjing 210094, P. R. China
| | - Feng Li
- School of Chemical Engineering, Nanjing University of Science & Technology, Nanjing 210094, P. R. China
- State Key Laboratory of Fine Chemicals, Dalian University of Technology, Dalian 116024, P. R. China
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Riedl V, Portius M, Heiser L, Riedl P, Jakob T, Gehring R, Berg T, Pompe T. Development of a synthesis strategy for sulfamethoxazole derivatives and their coupling with hydrogel microparticles. J Mater Chem B 2023; 11:4695-4702. [PMID: 37162199 DOI: 10.1039/d3tb00246b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Sulfonamides were the first synthetic antibiotics broadly applied in veterinary and human medicine. Their increased use over the last few decades and limited technology to degrade them after entering the sewage system have led to their accumulation in the environment. A new hydrogel microparticle based biosensing application for sulfonamides is developed to overcome existing labour-intensive, and expensive detection methods to analyse and quantify their environmental distribution. This biosensing assay is based on the soft colloidal probe principle and requires microparticle functionalization strategies with target molecules. In this study, we developed a step-wise synthesis approach for sulfamethoxazole (SMX) derivatives in high yield, with SMX being one of the most ubiquitous sulfonamide antibiotics. After de novo synthesis of the SMX derivative, two coupling schemes to poly(ethylene glycol) (PEG) hydrogel microparticles bearing maleimide and thiol groups were investigated. In one approach, we coupled a cysteamine linker to a carboxyl group at the SMX derivative allowing for subsequent binding via the thiol-functionality to the maleimide groups of the microparticles in a mild, high-yielding thiol-ene "click" reaction. In a second approach, an additional 1,11-bis(maleimido)-3,6,9-trioxaundecane linker was coupled to the cysteamine to target the hydrolytically more stable thiol-groups of the microparticles. Successful PEG microparticle functionalization with the SMX derivatives was proven by IR spectroscopy and fluorescence microscopy. SMX-functionalized microparticles will be used in future applications for sulfonamide detection as well as for pull-down assays and screenings for new sulfomethoxazole binding targets.
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Affiliation(s)
- Veronika Riedl
- Leipzig University, Institute of Biochemistry, Johannisallee 21-23, 04103 Leipzig, Germany.
| | - Matthias Portius
- Leipzig University, Institute of Biochemistry, Johannisallee 21-23, 04103 Leipzig, Germany.
| | - Lara Heiser
- Leipzig University, Institute of Biochemistry, Johannisallee 21-23, 04103 Leipzig, Germany.
| | - Philipp Riedl
- Leipzig University, Institute of Biochemistry, Johannisallee 21-23, 04103 Leipzig, Germany.
| | - Torsten Jakob
- Leipzig University, Institute of Biology, Johannisallee 21-23, 04103 Leipzig, Germany
| | - Rosa Gehring
- Leipzig University, Institute of Biochemistry, Johannisallee 21-23, 04103 Leipzig, Germany.
| | - Thorsten Berg
- Leipzig University, Institute of Organic Chemistry, Johannisallee 29, 04103 Leipzig, Germany
| | - Tilo Pompe
- Leipzig University, Institute of Biochemistry, Johannisallee 21-23, 04103 Leipzig, Germany.
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Sharma S, Sindhu J, Kumar P. QSAR study of tetrahydropteridin derivatives as polo-like kinase 1(PLK1) Inhibitors with molecular docking and dynamics study. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2023; 34:91-116. [PMID: 36744430 DOI: 10.1080/1062936x.2023.2167860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 01/07/2023] [Indexed: 06/18/2023]
Abstract
PLK1 is the key target for dealing with different cancer because it plays an important role in cell proliferation. According to the regulation of OECD, a QSAR model was developed from a dataset of 68 tetrahydropteridin derivatives. Three descriptors (maxHaaCH, ATSC7i, AATS7m) were considered for the development of the QSAR model. The reliability and predictability of the developed QSAR model were evaluated by various statistical parameters (r2 = 0.8213, r2ext = 0.8771 and CCCext = 0.9364). The maxHaaCH descriptor is positively correlated to pIC50 whereas, the ATSC7i and AATS7m are negatively correlated with pIC50. The QSAR model explains all the structural features and shows a good correlation with the activity. Based on molecular modelling techniques, five compounds (D1-D5) were designed. Molecular docking and dynamics studies of the most active compound were performed with PDB ID: 2RKU. The results of the present investigation may be employed to identify and develop effective inhibitors for the treatment of PLK1-related pathophysiological disorders.
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Affiliation(s)
- S Sharma
- Department of Chemistry, School of Applied Sciences, Om Sterling Global University, Hisar, India
| | - J Sindhu
- Department of Chemistry, COBS&H, CCS HAU, Hisar, India
| | - P Kumar
- Department of Chemistry, Kurukshetra University, Kurukshetra, India
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6
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Zhang C, Ni C, Lu H. Polo-Like Kinase 2: From Principle to Practice. Front Oncol 2022; 12:956225. [PMID: 35898867 PMCID: PMC9309260 DOI: 10.3389/fonc.2022.956225] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 06/14/2022] [Indexed: 11/21/2022] Open
Abstract
Polo-like kinase (PLK) 2 is an evolutionarily conserved serine/threonine kinase that shares the n-terminal kinase catalytic domain and the C-terminal Polo Box Domain (PBD) with other members of the PLKs family. In the last two decades, mounting studies have focused on this and tried to clarify its role in many aspects. PLK2 is essential for mitotic centriole replication and meiotic chromatin pairing, synapsis, and crossing-over in the cell cycle; Loss of PLK2 function results in cell cycle disorders and developmental retardation. PLK2 is also involved in regulating cell differentiation and maintaining neural homeostasis. In the process of various stimuli-induced stress, including oxidative and endoplasmic reticulum, PLK2 may promote survival or apoptosis depending on the intensity of stimulation and the degree of cell damage. However, the role of PLK2 in immunity to viral infection has been studied far less than that of other family members. Because PLK2 is extensively and deeply involved in normal physiological functions and pathophysiological mechanisms of cells, its role in diseases is increasingly being paid attention to. The effect of PLK2 in inhibiting hematological tumors and fibrotic diseases, as well as participating in neurodegenerative diseases, has been gradually recognized. However, the research results in solid organ tumors show contradictory results. In addition, preliminary studies using PLK2 as a disease predictor and therapeutic target have yielded some exciting and promising results. More research will help people better understand PLK2 from principle to practice.
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Affiliation(s)
- Chuanyong Zhang
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, Nanjing, China
| | - Chuangye Ni
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, Nanjing, China
| | - Hao Lu
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, Nanjing, China
- *Correspondence: Hao Lu,
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Jadhav M, Sankhe K, Bhandare RR, Edis Z, Bloukh SH, Khan TA. Synthetic Strategies of Pyrimidine-Based Scaffolds as Aurora Kinase and Polo-like Kinase Inhibitors. Molecules 2021; 26:5170. [PMID: 34500603 PMCID: PMC8434097 DOI: 10.3390/molecules26175170] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2021] [Revised: 08/15/2021] [Accepted: 08/16/2021] [Indexed: 12/19/2022] Open
Abstract
The past few decades have witnessed significant progress in anticancer drug discovery. Small molecules containing heterocyclic moieties have attracted considerable interest for designing new antitumor agents. Of these, the pyrimidine ring system is found in multitude of drug structures, and being the building unit of DNA and RNA makes it an attractive scaffold for the design and development of anticancer drugs. Currently, 22 pyrimidine-containing entities are approved for clinical use as anticancer drugs by the FDA. An exhaustive literature search indicates several publications and more than 59 patents from the year 2009 onwards on pyrimidine derivatives exhibiting potent antiproliferative activity. These pyrimidine derivatives exert their activity via diverse mechanisms, one of them being inhibition of protein kinases. Aurora kinase (AURK) and polo-like kinase (PLK) are protein kinases involved in the regulation of the cell cycle. Within the numerous pyrimidine-based small molecules developed as anticancer agents, this review focuses on the pyrimidine fused heterocyclic compounds modulating the AURK and PLK proteins in different phases of clinical trials as anticancer agents. This article aims to provide a comprehensive overview of synthetic strategies for the preparation of pyrimidine derivatives and their associated biological activity on AURK/PLK. It will also present an overview of the synthesis of the heterocyclic-2-aminopyrimidine, 4-aminopyrimidine and 2,4-diaminopyrimidine scaffolds, and one of the pharmacophores in AURK/PLK inhibitors is described systematically.
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Affiliation(s)
- Mrunal Jadhav
- Department of Pharmaceutical Chemistry and Quality Assurance, SVKM’s Dr. Bhanuben Nanavati College of Pharmacy, Mumbai 400056, India; (M.J.); (K.S.)
| | - Kaksha Sankhe
- Department of Pharmaceutical Chemistry and Quality Assurance, SVKM’s Dr. Bhanuben Nanavati College of Pharmacy, Mumbai 400056, India; (M.J.); (K.S.)
| | - Richie R. Bhandare
- Department of Pharmaceutical Chemistry, College of Pharmacy & Health Sciences, Ajman University, Ajman P.O. Box 346, United Arab Emirates;
- Center of Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman P.O. Box 346, United Arab Emirates;
| | - Zehra Edis
- Department of Pharmaceutical Chemistry, College of Pharmacy & Health Sciences, Ajman University, Ajman P.O. Box 346, United Arab Emirates;
- Center of Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman P.O. Box 346, United Arab Emirates;
| | - Samir Haj Bloukh
- Center of Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman P.O. Box 346, United Arab Emirates;
- Department of Clinical Sciences, College of Pharmacy & Health Sciences, Ajman University, Ajman P.O. Box 346, United Arab Emirates
| | - Tabassum Asif Khan
- Department of Pharmaceutical Chemistry and Quality Assurance, SVKM’s Dr. Bhanuben Nanavati College of Pharmacy, Mumbai 400056, India; (M.J.); (K.S.)
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Zhang Z, Xing X, Guan P, Song S, You G, Xia C, Liu T. Recent progress in agents targeting polo-like kinases: Promising therapeutic strategies. Eur J Med Chem 2021; 217:113314. [PMID: 33765606 DOI: 10.1016/j.ejmech.2021.113314] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 02/13/2021] [Accepted: 02/15/2021] [Indexed: 12/12/2022]
Abstract
Polo-like kinases (PLKs) play important roles in regulating multiple aspects of cell cycle and cell proliferation. In many cancer types, PLK family members are often dysregulated, which can lead to uncontrolled cell proliferation and aberrant cell division and has been shown to associate with poor prognosis of cancers. The key roles of PLK kinases in cancers lead to an enhanced interest in them as promising targets for anticancer drug development. In consideration of PLK inhibitors and some other anticancer agents, such as BRD4, EEF2K and Aurora inhibitors, exert synergy effects in cancer cells, dual-targeting of PLK and other cancer-related targets is regarded as an rational and potent strategy to enhance the effectiveness of single-targeting therapy for cancer treatment. This review introduces the PLK family members at first and then focuses on the recent advances of single-target PLK inhibitors and summarizes the corresponding SARs of them. Moreover, we discuss the synergisms between PLK and other anti-tumor targets, and sum up the current dual-target agents based on them.
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Affiliation(s)
- Zheng Zhang
- Department of Medicinal Chemistry, School of Pharmacy, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, Shandong, 271016, PR China
| | - Xiaolan Xing
- Yangtze River Pharmaceutical Group Shanghai Haini Pharmaceutical Co., Ltd. Pudong, Shanghai, 201100, PR China
| | - Peng Guan
- Department of Pharmacy, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, PR China
| | - Shubin Song
- Department of Breast Surgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, 250117, PR China
| | - Guirong You
- Department of Medicinal Chemistry, School of Pharmacy, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, Shandong, 271016, PR China
| | - Chengcai Xia
- Department of Medicinal Chemistry, School of Pharmacy, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, Shandong, 271016, PR China
| | - Tingting Liu
- Department of Medicinal Chemistry, School of Pharmacy, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, Shandong, 271016, PR China.
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9
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Polymer-Supported Synthesis of Various Pteridinones and Pyrimidodiazepinones. Molecules 2021; 26:molecules26061603. [PMID: 33799340 PMCID: PMC8000973 DOI: 10.3390/molecules26061603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 03/12/2021] [Accepted: 03/12/2021] [Indexed: 11/24/2022] Open
Abstract
In this report, we employed the solid-phase synthetic approach to prepare variously substituted dihydropteridinones, tetrahydropyrrolopteridinones, and pyrimidodiazepinones, using a versatile building block-4,6-dichloro-5-nitropyrimidine. All these compounds are pharmacologically significant scaffolds of the great importance of medicinal chemists. The fast and efficient synthetic methodology is highly desirable for defining their structure-activity relationship (SAR) and optimizing pharmacokinetic properties. Our research efforts utilize simple synthetic methods to generate a library of analogues for future SAR studies. The efficiency of our approach was exemplified in various pteridinones as well as pyrimidodiazepinones.
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Xie Z, Yang X, Duan Y, Han J, Liao C. Small-Molecule Kinase Inhibitors for the Treatment of Nononcologic Diseases. J Med Chem 2021; 64:1283-1345. [PMID: 33481605 DOI: 10.1021/acs.jmedchem.0c01511] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Great successes have been achieved in developing small-molecule kinase inhibitors as anticancer therapeutic agents. However, kinase deregulation plays essential roles not only in cancer but also in almost all major disease areas. Accumulating evidence has revealed that kinases are promising drug targets for different diseases, including cancer, autoimmune diseases, inflammatory diseases, cardiovascular diseases, central nervous system disorders, viral infections, and malaria. Indeed, the first small-molecule kinase inhibitor for treatment of a nononcologic disease was approved in 2011 by the U.S. FDA. To date, 10 such inhibitors have been approved, and more are in clinical trials for applications other than cancer. This Perspective discusses a number of kinases and their small-molecule inhibitors for the treatment of diseases in nononcologic therapeutic fields. The opportunities and challenges in developing such inhibitors are also highlighted.
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Affiliation(s)
- Zhouling Xie
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Xiaoxiao Yang
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Yajun Duan
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Jihong Han
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Chenzhong Liao
- Department of Pharmaceutical Sciences and Engineering, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
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11
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Li Q, Jian XE, Ma YF, Chen L, Huo XS, Wang Y, He RX, You WW, Zhao PL. Synthesis and antiproliferative evaluation of novel 8-cyclopentyl-7,8-dihydropteridin-6(5H)-one derivatives as potential anticancer agents. Bioorg Med Chem Lett 2021; 31:127684. [DOI: 10.1016/j.bmcl.2020.127684] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 11/01/2020] [Accepted: 11/10/2020] [Indexed: 01/26/2023]
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12
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Bruno R, Alì G, Poma AM, Proietti A, Libener R, Mariani N, Niccoli C, Chella A, Ribechini A, Grosso F, Fontanini G. Differential Diagnosis of Malignant Pleural Mesothelioma on Cytology: A Gene Expression Panel versus BRCA1-Associated Protein 1 and p16 Tests. J Mol Diagn 2020; 22:457-466. [PMID: 32036091 DOI: 10.1016/j.jmoldx.2019.12.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 09/16/2019] [Accepted: 12/20/2019] [Indexed: 01/02/2023] Open
Abstract
Pleural effusions are among the first clinical manifestations of malignant pleural mesothelioma (MPM) and often constitute the only available material for diagnosis. Although an MPM diagnosis can be reliable on cytology, the reported sensitivity is low (30% to 75%). Particularly, it can be hard to discriminate epithelioid MPM, the most common histotype, from reactive mesothelial hyperplasia (MH). Currently, BRCA1-associated protein 1 (BAP1) and CDKN2A (p16), evaluated by immunohistochemistry and fluorescent in situ hybridization, respectively, are the most valuable markers to discriminate MPM and MH. Both markers have a high specificity, but their sensitivity is not always satisfying, even when used together. We have recently developed a 117-gene expression panel, based on Nanostring technology, able to differentiate epithelioid MPM from MH pleural tissues better than BAP1 and p16. Herein, we evaluated the efficacy of the same panel on an independent retrospective cohort of 23 MPM and 11 MH pleural effusions (cell blocks and smears). The overall sensitivity and specificity of the panel were equal to 0.9565 and 1, respectively. Moreover, the panel performance was compared with BAP1 and p16 on 25 cell blocks. Sensitivity levels of gene panel, BAP1 alone, p16 alone, and BAP1 plus p16 were 1, 0.5882, 0.4706, and 0.7647, respectively. Specificity was always 1. Although further validation is needed, this gene panel could really facilitate patients' management, allowing a definitive MPM diagnosis directly on pleural effusions.
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Affiliation(s)
- Rossella Bruno
- Unit of Pathological Anatomy, University Hospital of Pisa, Pisa, Italy
| | - Greta Alì
- Unit of Pathological Anatomy, University Hospital of Pisa, Pisa, Italy
| | - Anello M Poma
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, Pisa, Italy
| | - Agnese Proietti
- Unit of Pathological Anatomy, University Hospital of Pisa, Pisa, Italy
| | - Roberta Libener
- Pathology Unit, SS Antonio and Biagio General Hospital, Alessandria, Italy
| | - Narciso Mariani
- Pathology Unit, SS Antonio and Biagio General Hospital, Alessandria, Italy
| | - Cristina Niccoli
- Unit of Pathological Anatomy, University Hospital of Pisa, Pisa, Italy
| | - Antonio Chella
- Unit of Pneumology, University Hospital of Pisa, Pisa, Italy
| | | | - Federica Grosso
- Mesothelioma Unit, SS Antonio and Biagio General Hospital, Alessandria, Italy
| | - Gabriella Fontanini
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, Pisa, Italy.
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13
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Computational basis for the design of PLK-2 inhibitors. Struct Chem 2020. [DOI: 10.1007/s11224-019-01394-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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14
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Lv X, Yang X, Zhan MM, Cao P, Zheng S, Peng R, Han J, Xie Z, Tu Z, Liao C. Structure-based design and SAR development of novel selective polo-like kinase 1 inhibitors having the tetrahydropteridin scaffold. Eur J Med Chem 2019; 184:111769. [PMID: 31629162 DOI: 10.1016/j.ejmech.2019.111769] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 10/02/2019] [Accepted: 10/06/2019] [Indexed: 12/15/2022]
Abstract
Polo-like kinase 1 (Plk1) is a validated target for the treatment of cancer. In this report, by analyzing amino acid residue differences among the ATP-binding pockets of Plk1, Plk2 and Plk3, novel selective Plk1 inhibitors were designed based on BI 2536 and BI 6727, two Plk1 inhibitors in clinical studies for cancer treatments. The Plk1 inhibitors reported herein have more potent inhibition against Plk1 and better isoform selectivity in the Plk family than these two lead compounds. In addition, by introducing a hydroxyl group, our compounds have significantly improved solubility and may target specific polar residues Arg57, Glu69 and Arg134 of Plk1. Moreover, most of our compounds exhibited antitumor activities in the nanomolar range against several cancer cell lines in the MTT assay. Through this structure-based design strategy and SAR study, a few promising selective Plk1 inhibitors having the tetrahydropteridin scaffold, for example, L34, were identified and could be for further anticancer research.
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Affiliation(s)
- Xiao Lv
- Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China
| | - Xiaoxiao Yang
- Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China
| | - Mei-Miao Zhan
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China
| | - Peichang Cao
- Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China
| | - Shihong Zheng
- Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China
| | - Ruijun Peng
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China
| | - Jihong Han
- Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China
| | - Zhouling Xie
- Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China.
| | - Zhengchao Tu
- International Cooperative Laboratory of Traditional Chinese Medicine Modernization, Innovative Drug Development of Chinese Ministry of Education, College of Pharmacy, Jinan University, Guangzhou, 510632, China; Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China.
| | - Chenzhong Liao
- Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei, 230009, China.
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15
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Qi B, Zhong L, He J, Zhang H, Li F, Wang T, Zou J, Lin YX, Zhang C, Guo X, Li R, Shi J. Discovery of Inhibitors of Aurora/PLK Targets as Anticancer Agents. J Med Chem 2019; 62:7697-7707. [PMID: 31381325 DOI: 10.1021/acs.jmedchem.9b00353] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Aurora and polo-like kinases control the G2/M phase in cell mitosis, which are both considered as crucial targets for cancer cell proliferations. Here, naphthalene-based Aurora/PLK coinhibitors as leading compounds were designed through in silico approach, and a total of 36 derivatives were synthesized. One candidate (AAPK-25) was selected under in vitro cell based high throughput screening with an IC50 value = 0.4 μM to human colon cancer cell HCT-116. A kinome scan assay showed that AAPK-25 was remarkably selective to both Aurora and PLK families. The relevant genome pathways were also depicted by microarray based gene expression analysis. Furthermore, validated from a set of in vitro and in vivo studies, AAPK-25 significantly inhibited the development of the colon cancer growth and prolonged the median survival time at the end of the administration (p < 0.05). To sum up, AAPK-25 has a great potential to be developed for a chemotherapeutic agent in clinical use.
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Affiliation(s)
- Baowen Qi
- College of Pharmacy and Biological Engineering , Chengdu University , Chengdu 610106 , China
- Center for Nanomedicine and Department of Anesthesiology, Brigham and Women's Hospital , Harvard Medical School , Boston , Massachusetts 02115 , United States
| | - Ling Zhong
- Sichuan Academy of Medical Science & Sichuan Provincial People's Hospital, Individualized Medication Key Laboratory of Sichuan Province, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, School of Medicine, Center for Information in Medicine , University of Electronic Science and Technology of China , Chengdu 610072 , China
- Chengdu Institute of Biology , Chinese Academy of Sciences , Chengdu 610041 , China
| | - Jun He
- Cancer Center, West China Hospital , Sichuan University, and Collaborative Innovation Center for Biotherapy , Sichuan 610041 , China
| | - Hongjia Zhang
- Sichuan Academy of Medical Science & Sichuan Provincial People's Hospital, Individualized Medication Key Laboratory of Sichuan Province, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, School of Medicine, Center for Information in Medicine , University of Electronic Science and Technology of China , Chengdu 610072 , China
| | - Fengqiong Li
- Sichuan Academy of Medical Science & Sichuan Provincial People's Hospital, Individualized Medication Key Laboratory of Sichuan Province, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, School of Medicine, Center for Information in Medicine , University of Electronic Science and Technology of China , Chengdu 610072 , China
| | - Ting Wang
- Sichuan Academy of Medical Science & Sichuan Provincial People's Hospital, Individualized Medication Key Laboratory of Sichuan Province, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, School of Medicine, Center for Information in Medicine , University of Electronic Science and Technology of China , Chengdu 610072 , China
| | - Jing Zou
- Sichuan Academy of Medical Science & Sichuan Provincial People's Hospital, Individualized Medication Key Laboratory of Sichuan Province, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, School of Medicine, Center for Information in Medicine , University of Electronic Science and Technology of China , Chengdu 610072 , China
| | - Yao-Xin Lin
- Center for Nanomedicine and Department of Anesthesiology, Brigham and Women's Hospital , Harvard Medical School , Boston , Massachusetts 02115 , United States
| | - Chengchen Zhang
- Sichuan Academy of Medical Science & Sichuan Provincial People's Hospital, Individualized Medication Key Laboratory of Sichuan Province, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, School of Medicine, Center for Information in Medicine , University of Electronic Science and Technology of China , Chengdu 610072 , China
| | - Xiaoqiang Guo
- College of Pharmacy and Biological Engineering , Chengdu University , Chengdu 610106 , China
| | - Rui Li
- Cancer Center, West China Hospital , Sichuan University, and Collaborative Innovation Center for Biotherapy , Sichuan 610041 , China
| | - Jianyou Shi
- Sichuan Academy of Medical Science & Sichuan Provincial People's Hospital, Individualized Medication Key Laboratory of Sichuan Province, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, School of Medicine, Center for Information in Medicine , University of Electronic Science and Technology of China , Chengdu 610072 , China
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16
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Bhujbal SP, Keretsu S, Cho SJ. A Combined Molecular Docking and 3D‐QSAR Studies on Tetrahydropteridin Derivatives as PLK2 Antagonists. B KOREAN CHEM SOC 2019. [DOI: 10.1002/bkcs.11824] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Swapnil Pandurang Bhujbal
- Department of Biomedical SciencesCollege of Medicine, Chosun University Gwangju 501‐759 Republic of Korea
| | - Seketoulie Keretsu
- Department of Biomedical SciencesCollege of Medicine, Chosun University Gwangju 501‐759 Republic of Korea
| | - Seung Joo Cho
- Department of Biomedical SciencesCollege of Medicine, Chosun University Gwangju 501‐759 Republic of Korea
- Department of Cellular·Molecular MedicineCollege of Medicine, Chosun University Gwangju 501‐759 Republic of Korea
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17
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Hu G, Wang C, Xin X, Li S, Li Z, Zhao Y, Gong P. Design, synthesis and biological evaluation of novel 2,4-diaminopyrimidine derivatives as potent antitumor agents. NEW J CHEM 2019. [DOI: 10.1039/c9nj02154j] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Two series of 2-aminopyrimidine derivatives possessing triazolopiperazine or 1,4,8-triazaspiro[4.5]decan-3-one scaffolds were designed, synthesized and evaluated for their biological activity.
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Affiliation(s)
- Gang Hu
- Key Laboratory of Structure-Based Drug Design and Discovery
- Ministry of Education
- Shenyang Pharmaceutical University
- Shenyang
- China
| | - Chu Wang
- Key Laboratory of Structure-Based Drug Design and Discovery
- Ministry of Education
- Shenyang Pharmaceutical University
- Shenyang
- China
| | - Xin Xin
- Key Laboratory of Structure-Based Drug Design and Discovery
- Ministry of Education
- Shenyang Pharmaceutical University
- Shenyang
- China
| | - Shuaikang Li
- Key Laboratory of Structure-Based Drug Design and Discovery
- Ministry of Education
- Shenyang Pharmaceutical University
- Shenyang
- China
| | - Zefei Li
- Key Laboratory of Structure-Based Drug Design and Discovery
- Ministry of Education
- Shenyang Pharmaceutical University
- Shenyang
- China
| | - Yanfang Zhao
- Key Laboratory of Structure-Based Drug Design and Discovery
- Ministry of Education
- Shenyang Pharmaceutical University
- Shenyang
- China
| | - Ping Gong
- Key Laboratory of Structure-Based Drug Design and Discovery
- Ministry of Education
- Shenyang Pharmaceutical University
- Shenyang
- China
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18
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Hou Y, Zhu L, Li Z, Shen Q, Xu Q, Li W, Liu Y, Gong P. Design, synthesis and biological evaluation of novel 7-amino-[1,2,4]triazolo[4,3-f]pteridinone, and 7-aminotetrazolo[1,5-f]pteridinone derivative as potent antitumor agents. Eur J Med Chem 2018; 163:690-709. [PMID: 30572179 DOI: 10.1016/j.ejmech.2018.12.009] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 12/01/2018] [Accepted: 12/03/2018] [Indexed: 12/18/2022]
Abstract
To develop novel therapeutic agents with anticancer activities, two series of novel 7-amino-[1,2,4]triazolo[4,3-f]pteridinone, and 7-aminotetrazolo[1,5-f]pteridinone derivatives were designed and synthesized. All compounds were tested for anti-proliferative activities against five cancer cell lines. The structure-activity relationships (SARs) studies were conducted through the variation in two regions, the moiety of A ring and the terminal aniline B on pteridinone core. 1-Methyl-1,2,4-triazole derivative L7 with 2,6-dimethylpiperazine showed the most potent antiproliferative activity against A549, PC-3, HCT116, MCF-7 and MDA-MB-231 cell lines with IC50 values of 0.16 μM, 0.30 μM, 0.51 μM, 0.30 μM, and 0.70 μM, respectively. Combined with the results of the molecular docking and enzymatic studies, the PLK1 was very likely to be one of the drug targets of compound L7. Furthermore, to clarify the anticancer mechanism of compound L7, further explorations in the bioactivity were conducted. The results showed that compound L7 obviously inhibited proliferation of A549 cell lines, induced a great decrease in mitochondrial membrane potential leading to apoptosis of cancer cells, suppressed the migration of tumor cells, and arrested G1 phase of A549 cells.
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Affiliation(s)
- Yunlei Hou
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Liangyu Zhu
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Zhiwei Li
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Qi Shen
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Qiaoling Xu
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Wei Li
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Yajing Liu
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenhe District, Shenyang, 110016, China.
| | - Ping Gong
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenhe District, Shenyang, 110016, China.
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19
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Churg A, Nabeshima K, Ali G, Bruno R, Fernandez-Cuesta L, Galateau-Salle F. Highlights of the 14th international mesothelioma interest group meeting: Pathologic separation of benign from malignant mesothelial proliferations and histologic/molecular analysis of malignant mesothelioma subtypes. Lung Cancer 2018; 124:95-101. [PMID: 30268487 DOI: 10.1016/j.lungcan.2018.07.041] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 07/28/2018] [Indexed: 11/28/2022]
Abstract
OBJECTIVES The separation of benign from malignant mesothelial proliferations and exact subclassification of mesothelioma subtypes is crucial to determining patient care and prognosis but morphologically can be very difficult. METHODS This session of the 2018 IMIG meeting addressed these problems. RESULTS A new immunohistochemical marker, methylthioadenosine phosphorylase, was shown to correlate well with CDKN2A FISH and is cheaper and faster to run. A 117 gene expression panel also provided good separation on both tissue biopsy and cytology samples. Review of a series of mesotheliomas thought to be biphasic produced only a moderate level of agreement among expert pathologists with some cases being classified as purely epithelioid or sarcomatoid; these classifications had prognostic significance. The entity called transitional mesothelioma was found to behave exactly like sarcomatoid mesothelioma. RNA-seq analysis of a large series of mesotheliomas from a public database showed that, genetically, the morphologic breakdown into epithelioid, sarcomatoid, or biphasic mesotheliomas is artificial because there is a continuous spectrum of genomic changes. There are now criteria for the diagnosis of mesothelioma in situ and this is potentially important, since such cases might be curable. CONCLUSIONS This session documented new morphological and molecular approaches to separating benign from malignant mesothelial proliferations and to subclassifying malignant mesoteheliomas in clinical relevant ways.
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Affiliation(s)
- Andrew Churg
- Department of Pathology, Vancouver General Hospital and University of British Columbia, Vancouver, BC, Canada.
| | - Kazuki Nabeshima
- Department of Pathology, Fukuoka University School of Medicine and Hospital, Fukuoka, Japan
| | - Greta Ali
- Unit of Pathological Anatomy, University Hospital of Pisa, Italy
| | - Rossella Bruno
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, Italy
| | - Lynnette Fernandez-Cuesta
- Genetic Cancer Susceptibility Group, Section of Genetics, International Agency for Research on Cancer, Lyon, France
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20
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Allaway RJ, La Rosa S, Guinney J, Gosline SJC. Probing the chemical-biological relationship space with the Drug Target Explorer. J Cheminform 2018; 10:41. [PMID: 30128806 PMCID: PMC6102167 DOI: 10.1186/s13321-018-0297-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Accepted: 08/16/2018] [Indexed: 01/29/2023] Open
Abstract
Modern phenotypic high-throughput screens (HTS) present several challenges including identifying the target(s) that mediate the effect seen in the screen, characterizing ‘hits’ with a polypharmacologic target profile, and contextualizing screen data within the large space of drugs and screening models. To address these challenges, we developed the Drug–Target Explorer. This tool allows users to query molecules within a database of experimentally-derived and curated compound-target interactions to identify structurally similar molecules and their targets. It enables network-based visualizations of the compound-target interaction space, and incorporates comparisons to publicly-available in vitro HTS datasets. Furthermore, users can identify molecules using a query target or set of targets. The Drug Target Explorer is a multifunctional platform for exploring chemical space as it relates to biological targets, and may be useful at several steps along the drug development pipeline including target discovery, structure–activity relationship, and lead compound identification studies.
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Affiliation(s)
- Robert J Allaway
- Sage Bionetworks, 1100 Fairview Avenue N, Seattle, WA, 98109, USA
| | | | - Justin Guinney
- Sage Bionetworks, 1100 Fairview Avenue N, Seattle, WA, 98109, USA
| | - Sara J C Gosline
- Sage Bionetworks, 1100 Fairview Avenue N, Seattle, WA, 98109, USA.
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