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Patnaik SK, Ayyamperumal S, Jade D, Palathoti N, Akey KS, Jupudi S, Harrison MA, Ponnambalam S, Mj N, Mjn C. Virtual high throughput screening of natural peptides against ErbB1 and ErbB2 to identify potential inhibitors for cancer chemotherapy. J Biomol Struct Dyn 2024; 42:5551-5574. [PMID: 37387589 DOI: 10.1080/07391102.2023.2226744] [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: 10/13/2022] [Accepted: 06/13/2023] [Indexed: 07/01/2023]
Abstract
Human epidermal growth factor receptors (EGFR), namely ErbB1/HER1, ErbB2/HER2/neu, ErbB3/HER3, and ErbB4/HER4, the trans-membrane family of tyrosine kinase receptors, are overexpressed in many types of cancers. These receptors play an important role in cell proliferation, differentiation, invasion, metastasis and angiogenesis including unregulated activation of cancer cells. Overexpression of ErbB1 and ErbB2 that occurs in several types of cancers is associated with poor prognosis leading to resistance to ErbB1-directed therapies. In this connection, promising strategy to overcome the disadvantages of the existing chemotherapeutic drugs is the use of short peptides as anticancer agents. In the present study, we have performed virtual high throughput screening of natural peptides against ErbB1 and ErbB2 to identify potential dual inhibitors and identified five inhibitors based on their binding affinities, ADMET analysis, MD simulation studies and calculation of free energy of binding. These natural peptides could be further exploited for developing drugs for treating cancer.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Sunil Kumar Patnaik
- Department of Pharmaceutical Chemistry, JSS College of Pharmacy, JSS Academy of Higher Education and Research, Ooty, Tamil Nadu, India
| | - Selvaraj Ayyamperumal
- Department of Pharmaceutical Chemistry, JSS College of Pharmacy, JSS Academy of Higher Education and Research, Ooty, Tamil Nadu, India
| | - Dhananjay Jade
- School of Biomedical Sciences, University of Leeds, Leeds, UK
| | - Nagarjuna Palathoti
- Department of Pharmaceutical Chemistry, JSS College of Pharmacy, JSS Academy of Higher Education and Research, Ooty, Tamil Nadu, India
| | - Krishna Swaroop Akey
- Department of Pharmaceutical Chemistry, JSS College of Pharmacy, JSS Academy of Higher Education and Research, Ooty, Tamil Nadu, India
| | - Srikanth Jupudi
- Department of Pharmaceutical Chemistry, JSS College of Pharmacy, JSS Academy of Higher Education and Research, Ooty, Tamil Nadu, India
| | | | | | - Nanjan Mj
- JSS College of Pharmacy, JSS Academy of Higher Education and Research, Ooty, Tamil Nadu, India
| | - Chandrasekar Mjn
- Department of Pharmaceutical Chemistry, JSS College of Pharmacy, JSS Academy of Higher Education and Research, Ooty, Tamil Nadu, India
- School of Life Sciences, JSS Academy of Higher Education & Research(Ooty Campus), Ooty, Tamil Nadu, India
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Li C, Jin K. Chemical Strategies towards the Development of Effective Anticancer Peptides. Curr Med Chem 2024; 31:1839-1873. [PMID: 37170992 DOI: 10.2174/0929867330666230426111157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 01/28/2023] [Accepted: 02/24/2023] [Indexed: 05/13/2023]
Abstract
Cancer is increasingly recognized as one of the primary causes of death and has become a multifaceted global health issue. Modern medical science has made significant advancements in the diagnosis and therapy of cancer over the past decade. The detrimental side effects, lack of efficacy, and multidrug resistance of conventional cancer therapies have created an urgent need for novel anticancer therapeutics or treatments with low cytotoxicity and drug resistance. The pharmaceutical groups have recognized the crucial role that peptide therapeutic agents can play in addressing unsatisfied healthcare demands and how these become great supplements or even preferable alternatives to biological therapies and small molecules. Anticancer peptides, as a vibrant therapeutic strategy against various cancer cells, have demonstrated incredible anticancer potential due to high specificity and selectivity, low toxicity, and the ability to target the surface of traditional "undruggable" proteins. This review will provide the research progression of anticancer peptides, mainly focusing on the discovery and modifications along with the optimization and application of these peptides in clinical practice.
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Affiliation(s)
- Cuicui Li
- Key Laboratory of Chemical Biology (Ministry of Education), Department of Medicinal Chemistry, School of Pharmacy, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250012, China
| | - Kang Jin
- Key Laboratory of Chemical Biology (Ministry of Education), Department of Medicinal Chemistry, School of Pharmacy, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250012, China
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Singh S, Sadhukhan S, Sonawane A. 20 years since the approval of first EGFR-TKI, gefitinib: Insight and foresight. Biochim Biophys Acta Rev Cancer 2023; 1878:188967. [PMID: 37657684 DOI: 10.1016/j.bbcan.2023.188967] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Revised: 08/14/2023] [Accepted: 08/20/2023] [Indexed: 09/03/2023]
Abstract
Epidermal growth factor receptor (EGFR) actively involves in modulation of various cancer progression related mechanisms including angiogenesis, differentiation and migration. Therefore, targeting EGFR has surfaced as a prominent approach for the treatment of several types of cancers, including non-small cell lung cancer (NSCLC), pancreatic cancer, glioblastoma. Various first, second and third generation of EGFR tyrosine kinase inhibitors (EGFR-TKIs) have demonstrated effectiveness as an anti-cancer therapeutics. However, rapid development of drug resistance and mutations still remains a major challenge for the EGFR-TKIs therapy. Overcoming from intrinsic and acquired resistance caused by EGFR mutations warrants the further exploration of alternative strategies and discovery of novel inhibitors. In this review, we delve into the breakthrough discoveries have been made in previous 20 years, and discuss the currently ongoing efforts aimed to circumvent the chemo-resistance. We also highlight the new challenges, limitations and future directions for the development of improved therapeutic approaches such as fourth-generation EGFR-TKIs, peptides, nanobodies, PROTACs etc.
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Affiliation(s)
- Satyam Singh
- Department of Biosciences and Biomedical Engineering, Indian Institute of Technology Indore, Madhya Pradesh 453 552, India
| | - Sushabhan Sadhukhan
- Department of Chemistry, Indian Institute of Technology Palakkad, Kerala 678 623, India; Department of Biological Sciences & Engineering, Indian Institute of Technology Palakkad, Kerala 678 623, India.
| | - Avinash Sonawane
- Department of Biosciences and Biomedical Engineering, Indian Institute of Technology Indore, Madhya Pradesh 453 552, India.
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Anti-EGF nanobodies enhance the antitumoral effect of osimertinib and overcome resistance in non-small cell lung cancer (NSCLC) cellular models. MEDICAL ONCOLOGY (NORTHWOOD, LONDON, ENGLAND) 2022; 39:195. [PMID: 36071367 DOI: 10.1007/s12032-022-01800-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 07/15/2022] [Indexed: 10/14/2022]
Abstract
Osimertinib is a third-generation epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor (TKI) that is effective against the EGFR T790M mutation in patients with advanced non-small-cell lung cancer (NSCLC). However, acquired resistance appears invariably due to several mechanisms. The strategy of using EGF-targeted nanobodies (Nbs) to block the initial step of the EGFR pathway constitutes a new research area. Nbs offer several advantages compared to traditional mAbs, such as their reduced size, increased stability, and tissue penetration, which provide key advantages for targeting soluble tumoral growth factors. In this study we investigated the efficacy of anti-EGF Nbs to reduce Osimertinib resistance. Two anti-EGF Nbs, generated in our laboratory, were shown to inhibit cell viability and colony formation in PC9 and PC9-derived osimertinib-resistant cell lines. The combination of these Nbs with osimertinib improved the antitumor efficacy of this EGFR-TKI in cell viability and colony formation experiments. In a mechanistic study of the EGFR pathway, the combination treatment dampened the activation of downstream proteins such as Akt and Erk1/2 MAP kinases. In addition, it increased cellular apoptosis and decreased the expression of Hes1, a cancer stem cell marker involved in metastasis and osimertinib resistance. We conclude that the addition of anti-EGF nanobodies enhances the antitumor properties of osimertinib, thus representing a potentially effective strategy for NSCLC patients.
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Yang YP, Lee ACL, Lin LT, Chen YW, Huang PI, Ma HI, Chen YC, Lo WL, Lan YT, Fang WL, Wang CY, Liu YY, Hsu PK, Lin WC, Li CP, Chen MT, Chien CS, Wang ML. Strategic Decoy Peptides Interfere with MSI1/AGO2 Interaction to Elicit Tumor Suppression Effects. Cancers (Basel) 2022; 14:cancers14030505. [PMID: 35158774 PMCID: PMC8833744 DOI: 10.3390/cancers14030505] [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: 11/16/2021] [Revised: 01/17/2022] [Accepted: 01/17/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary Peptide drugs that can specifically target undesirable protein–protein interactions that lead to oncogenic developments have emerged as the next era of future medicine for cancers. To combat GBM tumor progression, our study offers an alternative therapeutic strategy via targeting the protein–protein interaction between MSI1 and AGO2 with synthetic peptides identified from the C-terminus of MSI1 in peptide arrays. Our present data revealed for the first time that peptidic disruption to the MSI1/AGO2 complex known for promoting cancer stemness and progression could lead to encouraging therapeutic efficacy at both in vitro and in vivo levels. The significantly suppressed tumor growth and prolonged survival rates in PDX tumor models by decoy peptides evidently provided a new rationale for stratifying patients with MSI1/AGO2-targeted therapeutics. Abstract Peptide drugs that target protein–protein interactions have attracted mounting research efforts towards clinical developments over the past decades. Increasing reports have indicated that expression of Musashi 1 (MSI1) is tightly correlated to high grade of cancers as well as enrichment of cancer stem cells. Treatment failure in malignant tumors glioblastoma multiform (GBM) had also been correlated to CSC-regulating properties of MSI1. It is thus imperative to develop new therapeutics that could effectively improve current regimens used in clinics. MSI1 and AGO2 are two emerging oncogenic molecules that both contribute to GBM tumorigenesis through mRNA regulation of targets involved in apoptosis and cell cycle. In this study, we designed peptide arrays covering the C-terminus of MSI1 and identified two peptides (Pep#11 and Pep#26) that could specifically interfere with the binding with AGO2. Our Biacore analyses ascertained binding between the identified peptides and AGO2. Recombinant reporter system Gaussian luciferase and fluorescent bioconjugate techniques were employed to determine biological functions and pharmacokinetic characteristics of these two peptides. Our data suggested that Pep#11 and Pep#26 could function as decoy peptides by mimicking the interaction function of MSI1 with its binding partner AGO2 in vitro and in vivo. Further experiments using GMB animal models corroborated the ability of Pep#11 and Pep#26 in disrupting MSI1/AGO2 interaction and consequently anti-tumorigenicity and prolonged survival rates. These striking therapeutic efficacies orchestrated by the synthetic peptides were attributed to the decoy function to C-terminal MSI1, especially in malignant brain tumors and glioblastoma.
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Affiliation(s)
- Yi-Ping Yang
- Department of Medical Research, Taipei Veterans General Hospital, Taipei 112, Taiwan; (Y.-P.Y.); (A.C.-L.L.); (Y.-C.C.)
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Institute of Food Safety and Health Risk Assessment, College of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei 112, Taiwan
| | - Andy Chi-Lung Lee
- Department of Medical Research, Taipei Veterans General Hospital, Taipei 112, Taiwan; (Y.-P.Y.); (A.C.-L.L.); (Y.-C.C.)
- Institute of Pharmacology, National Yang Ming Chiao Tung University, Taipei 112, Taiwan
| | - Liang-Ting Lin
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China;
| | - Yi-Wei Chen
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Department of Neurosurgery, Taipei Veterans General Hospital, Taipei 112, Taiwan
- Department of Oncology, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Pin-I Huang
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Department of Neurosurgery, Taipei Veterans General Hospital, Taipei 112, Taiwan
- Department of Oncology, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Hsin-I Ma
- Department of Neurological Surgery, Tri-Service General Hospital and National Defense Medical Center, Taipei 114, Taiwan;
| | - Yi-Chen Chen
- Department of Medical Research, Taipei Veterans General Hospital, Taipei 112, Taiwan; (Y.-P.Y.); (A.C.-L.L.); (Y.-C.C.)
| | - Wen-Liang Lo
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Division of Oral and Maxillofacial Surgery, Department of Stomatology, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Yuan-Tzu Lan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Division of Colon & Rectal Surgery, Department of Surgery, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Wen-Liang Fang
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Department of Surgery, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Chien-Ying Wang
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Division of Trauma, Department of Emergency Medicine, Taipei Veterans General Hospital, Taipei 112, Taiwan
- Department of Critical Care Medicine, Taipei Veterans General Hospital, Taipei 112, Taiwan
- Department of Physical Education and Health, University of Taipei, Taipei 111, Taiwan
| | - Yung-Yang Liu
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Chest Department, Taipei Veterans General Hospital, Taipei 11217, Taiwan
| | - Po-Kuei Hsu
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Department of Surgery, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Wen-Chang Lin
- Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan;
| | - Chung-Pin Li
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Department of Medical Education, Taipei Veterans General Hospital, Taipei 112, Taiwan
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Ming-Teh Chen
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Department of Neurosurgery, Taipei Veterans General Hospital, Taipei 112, Taiwan
- Department of Medical Education, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Chian-Shiu Chien
- Department of Medical Research, Taipei Veterans General Hospital, Taipei 112, Taiwan; (Y.-P.Y.); (A.C.-L.L.); (Y.-C.C.)
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Correspondence: (C.-S.C.); (M.-L.W.); Tel.: +886-2-5568-1156 (M.-L.W.); Fax: +886-2-2875-7435 (M.-L.W.)
| | - Mong-Lien Wang
- Department of Medical Research, Taipei Veterans General Hospital, Taipei 112, Taiwan; (Y.-P.Y.); (A.C.-L.L.); (Y.-C.C.)
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; (Y.-W.C.); (P.-I.H.); (W.-L.L.); (Y.-T.L.); (W.-L.F.); (C.-Y.W.); (Y.-Y.L.); (P.-K.H.); (C.-P.L.); (M.-T.C.)
- Institute of Food Safety and Health Risk Assessment, College of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei 112, Taiwan
- Correspondence: (C.-S.C.); (M.-L.W.); Tel.: +886-2-5568-1156 (M.-L.W.); Fax: +886-2-2875-7435 (M.-L.W.)
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Guardiola S, Varese M, Taulés M, Díaz-Lobo M, García J, Giralt E. Probing the Kinetic and Thermodynamic Fingerprints of Anti-EGF Nanobodies by Surface Plasmon Resonance. Pharmaceuticals (Basel) 2020; 13:ph13060134. [PMID: 32604841 PMCID: PMC7344977 DOI: 10.3390/ph13060134] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 06/22/2020] [Accepted: 06/24/2020] [Indexed: 01/25/2023] Open
Abstract
Despite the widespread use of antibodies in clinical applications, the precise molecular mechanisms underlying antibody-antigen (Ab-Ag) interactions are often poorly understood. In this study, we exploit the technical features of a typical surface plasmon resonance (SPR) biosensor to dissect the kinetic and thermodynamic components that govern the binding of single-domain Ab or nanobodies to their target antigen, epidermal growth factor (EGF), a key oncogenic protein that is involved in tumour progression. By carefully tuning the experimental conditions and transforming the kinetic data into equilibrium constants, we reveal the complete picture of binding thermodynamics, including the energetics of the complex-formation transition state. This approach, performed using an experimentally simple and high-throughput setup, is expected to facilitate mechanistic studies of Ab-based therapies and, importantly, promote the rational development of new biological drugs with suitable properties.
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Affiliation(s)
- Salvador Guardiola
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; (S.G.); (M.V.); (J.G.)
| | - Monica Varese
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; (S.G.); (M.V.); (J.G.)
| | - Marta Taulés
- Scientific and Technological Centres (CCiT-UB), Molecular Interactions, University of Barcelona, 08028 Barcelona, Spain;
| | - Mireia Díaz-Lobo
- Mass Spectrometry and Proteomics Core Facility, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain;
| | - Jesús García
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; (S.G.); (M.V.); (J.G.)
| | - Ernest Giralt
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; (S.G.); (M.V.); (J.G.)
- Department of Inorganic and Organic Chemistry, University of Barcelona, 08028 Barcelona, Spain
- Correspondence:
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Liu H, Zhang B, Sun Z. Spectrum of EGFR aberrations and potential clinical implications: insights from integrative pan-cancer analysis. Cancer Commun (Lond) 2020; 40:43-59. [PMID: 32067422 PMCID: PMC7163653 DOI: 10.1002/cac2.12005] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 12/31/2019] [Indexed: 12/18/2022] Open
Abstract
Background Human epidermal growth factor receptor (EGFR) is an oncogenic gene and one of top targets of precision therapy in lung cancer with EGFR mutations. Although there are many reports for some individual cancers, comprehensive profiling of EGFR mutations, overexpression, amplification, DNA methylation, and their clinical associations across many different cancers simultaneously was not available. This study aimed to fill the gap and provide insights to the alteration spectrum of EGFR and its therapeutic and prognostic implications. Methods The Cancer Genome Atlas (TCGA) datasets for 32 cancer types involving 11,314 patients were analyzed for alterations (mutations and amplification/deletion), abnormal expression and DNA methylation in EGFR gene. Mutation frequency, genomic location distribution, functional impact, and clinical targeted therapy implication were compared among different cancer types, and their associations with patient survival were analyzed. Results EGFR alteration frequency, mutation sites across functional domains, amplification, overexpression, and DNA methylation patterns differed greatly among different cancer types. The overall mutation frequency in all cancers combined was relatively low. Targetable mutations, mainly in lung cancer, were primarily found in the Pkinase_Tyr domain. Glioblastoma multiforme had the highest rate of alterations, but it was dominated by gene amplification and most mutations were in the Furin‐like domain where targeted therapy was less effective. Low‐grade glioma often had gene amplification and increased EGFR expression which was associated with poor outcome. Colon and pancreatic adenocarcinoma had very few EGFR mutations; however, high EGFR expression was significantly associated with short patient survival. Squamous cell carcinoma regardless of their sites (the head and neck, lung, or esophagus) exhibited similar characteristics with an alteration frequency of about 5.0%, was dominated by gene amplification, and had increased EGFR expression generally associated with short patient survival. DNA methylation was highly associated with EGFR expression and patient outcomes in some cancers. Conclusions EGFR aberration type, frequency, distribution in functional domains, and expression vary from cancer to cancer. While mutations in the Pkinase_Tyr domain are more important for treatment selection, increased expression from amplification or deregulation affects more tumor types and leads to worse outcome, which calls for new treatment strategies for these EGFR‐driven tumors.
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Affiliation(s)
- Haijing Liu
- Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, 100191, P. R. China.,Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Bo Zhang
- Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, 100191, P. R. China
| | - Zhifu Sun
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
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8
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Varese M, Guardiola S, García J, Giralt E. Enthalpy‐ versus Entropy‐Driven Molecular Recognition in the Era of Biologics. Chembiochem 2019; 20:2981-2986. [DOI: 10.1002/cbic.201900270] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Indexed: 12/15/2022]
Affiliation(s)
- Monica Varese
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac, 10 08028 Barcelona Spain
| | - Salvador Guardiola
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac, 10 08028 Barcelona Spain
| | - Jesús García
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac, 10 08028 Barcelona Spain
| | - Ernest Giralt
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac, 10 08028 Barcelona Spain
- Department of Inorganic and Organic ChemistryUniversity of Barcelona Martí i Franquès 1–11 08028 Barcelona Spain
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9
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Díaz‐Perlas C, Varese M, Guardiola S, Sánchez‐Navarro M, García J, Teixidó M, Giralt E. Protein Chemical Synthesis Combined with Mirror‐Image Phage Display Yields
d
‐Peptide EGF Ligands that Block the EGF–EGFR Interaction. Chembiochem 2019; 20:2079-2084. [DOI: 10.1002/cbic.201900355] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Indexed: 12/11/2022]
Affiliation(s)
- Cristina Díaz‐Perlas
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac 10 Barcelona 08028 Spain
| | - Monica Varese
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac 10 Barcelona 08028 Spain
| | - Salvador Guardiola
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac 10 Barcelona 08028 Spain
| | - Macarena Sánchez‐Navarro
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac 10 Barcelona 08028 Spain
| | - Jesús García
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac 10 Barcelona 08028 Spain
| | - Meritxell Teixidó
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac 10 Barcelona 08028 Spain
| | - Ernest Giralt
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac 10 Barcelona 08028 Spain
- Department of Inorganic and Organic ChemistryUniversity of Barcelona Martí I Franqués 1–11 Barcelona 08028 Spain
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10
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Shao Q, Zhu W. Ligand binding effects on the activation of the EGFR extracellular domain. Phys Chem Chem Phys 2019; 21:8141-8151. [PMID: 30933195 DOI: 10.1039/c8cp07496h] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The epidermal growth factor receptor (EGFR) is one of the most common target proteins in anti-cancer therapy. The binding of the EGF ligand to the EGFR extracellular domain (EGFR-ECD) promotes its inactive-to-active conformational transition (activation) but the relevant detailed mechanism remains elusive still. Here, the structural characterization and energetics of the EGFR-ECD conformational transition with and without the binding of the EGF are quantitatively explored using an innovative enhanced sampling MD simulation method. Intriguingly, the EGF offers hydrophobic interactions (e.g., EGF residues of Tyr44 and Leu47) and electrostatic interactions (e.g., the EGF residues of Glu5, Asp11, Asp17, and Arg41) to play a dominant role in dragging domain III to close the ligand binding domain gap. Subsequently, the correlation between domains III and II is enhanced through salt-bridges among Glu376, Arg403, and Arg405 from domain III and Glu293, Glu295, and Arg300 from domain II. Finally, the structural bending of domain II is regulated to facilitate the disengagement of domain II from domain IV. In this regard, the functional conformational transition of EGFR-ECD is a consequence of the cooperative motion of protein domains driven by the EGF ligand binding. The present study shows a detailed scenario of the EGF induced activation of EGFR-ECD and provides valuable information for drug discovery targeting the EGFR.
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Affiliation(s)
- Qiang Shao
- Drug Discovery and Design Center, CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai, 201203, China.
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11
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Guardiola S, Varese M, Sánchez-Navarro M, Vincke C, Teixidó M, García J, Muyldermans S, Giralt E. Blocking EGFR Activation with Anti-EGF Nanobodies via Two Distinct Molecular Recognition Mechanisms. Angew Chem Int Ed Engl 2018; 57:13843-13847. [PMID: 30152597 DOI: 10.1002/anie.201807736] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 08/13/2018] [Indexed: 12/18/2022]
Abstract
One of the hallmarks of cancer is the overproduction of growth factors such as EGF. Despite the clinical success achieved by EGFR-targeted therapies, their long-term efficacy is compromised by the onset of drug-resistant mutations. To address this issue, a family of camelid-derived single-domain antibodies (Nbs) were generated, obtaining the first direct EGF inhibitors that prevent EGFR phosphorylation and pathway activation through this new mechanism of action. The two best Nbs were subjected to a detailed investigation of their interaction mechanism that revealed important differences in their binding kinetics and equilibrium thermodynamics. These distinct behaviors at the biophysical level translate into an equally efficient inhibition of the cellular EGFR phosphorylation, thus proving the efficacy of these Nbs to turn off the initiation of this key oncogenic pathway in cancer cells.
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Affiliation(s)
- Salvador Guardiola
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028, Barcelona, Spain
| | - Monica Varese
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028, Barcelona, Spain
| | - Macarena Sánchez-Navarro
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028, Barcelona, Spain
| | - Cécile Vincke
- Cellular and Molecular Immunology, Vrije Universiteit Brussel, 1050, Brussels, Belgium
| | - Meritxell Teixidó
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028, Barcelona, Spain
| | - Jesús García
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028, Barcelona, Spain
| | - Serge Muyldermans
- Cellular and Molecular Immunology, Vrije Universiteit Brussel, 1050, Brussels, Belgium
| | - Ernest Giralt
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, 08028, Barcelona, Spain.,Department of Inorganic and Organic Chemistry, University of Barcelona, Spain
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12
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Guardiola S, Varese M, Sánchez‐Navarro M, Vincke C, Teixidó M, García J, Muyldermans S, Giralt E. Blocking EGFR Activation with Anti‐EGF Nanobodies via Two Distinct Molecular Recognition Mechanisms. Angew Chem Int Ed Engl 2018. [DOI: 10.1002/ange.201807736] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Salvador Guardiola
- Institute for Research in Biomedicine (IRB Barcelona)The Barcelona Institute of Science and Technology Baldiri Reixac, 10 08028 Barcelona Spain
| | - Monica Varese
- Institute for Research in Biomedicine (IRB Barcelona)The Barcelona Institute of Science and Technology Baldiri Reixac, 10 08028 Barcelona Spain
| | - Macarena Sánchez‐Navarro
- Institute for Research in Biomedicine (IRB Barcelona)The Barcelona Institute of Science and Technology Baldiri Reixac, 10 08028 Barcelona Spain
| | - Cécile Vincke
- Cellular and Molecular ImmunologyVrije Universiteit Brussel 1050 Brussels Belgium
| | - Meritxell Teixidó
- Institute for Research in Biomedicine (IRB Barcelona)The Barcelona Institute of Science and Technology Baldiri Reixac, 10 08028 Barcelona Spain
| | - Jesús García
- Institute for Research in Biomedicine (IRB Barcelona)The Barcelona Institute of Science and Technology Baldiri Reixac, 10 08028 Barcelona Spain
| | - Serge Muyldermans
- Cellular and Molecular ImmunologyVrije Universiteit Brussel 1050 Brussels Belgium
| | - Ernest Giralt
- Institute for Research in Biomedicine (IRB Barcelona)The Barcelona Institute of Science and Technology Baldiri Reixac, 10 08028 Barcelona Spain
- Department of Inorganic and Organic ChemistryUniversity of Barcelona Spain
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13
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Mitchell RA, Luwor RB, Burgess AW. Epidermal growth factor receptor: Structure-function informing the design of anticancer therapeutics. Exp Cell Res 2018; 371:1-19. [PMID: 30098332 DOI: 10.1016/j.yexcr.2018.08.009] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 07/30/2018] [Accepted: 08/01/2018] [Indexed: 12/19/2022]
Abstract
Research on the epidermal growth factor (EGF) family and the family of receptors (EGFR) has progressed rapidly in recent times. New crystal structures of the ectodomains with different ligands, the activation of the kinase domain through oligomerisation and the use of fluorescence techniques have revealed profound conformational changes on ligand binding. The control of cell signaling from the EGFR-family is complex, with heterodimerisation, ligand affinity and signaling cross-talk influencing cellular outcomes. Analysis of tissue homeostasis indicates that the control of pro-ligand processing is likely to be as important as receptor activation events. Several members of the EGFR-family are overexpressed and/or mutated in cancer cells. The perturbation of EGFR-family signaling drives the malignant phenotype of many cancers and both inhibitors and antagonists of signaling from these receptors have already produced therapeutic benefits for patients. The design of affibodies, antibodies, small molecule inhibitors and even immunotherapeutic drugs targeting the EGFR-family has yielded promising new approaches to improving outcomes for cancer patients. In this review, we describe recent discoveries which have increased our understanding of the structure and dynamics of signaling from the EGFR-family, the roles of ligand processing and receptor cross-talk. We discuss the relevance of these studies to the development of strategies for designing more effective targeted treatments for cancer patients.
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Affiliation(s)
- Ruth A Mitchell
- Structural Biology Division, The Walter and Eliza Hall Institute of Medical Research, Victoria 3052, Australia; Department of Surgery, The University of Melbourne, The Royal Melbourne Hospital, Parkville, Victoria 3050, Australia
| | - Rodney B Luwor
- Department of Surgery, The University of Melbourne, The Royal Melbourne Hospital, Parkville, Victoria 3050, Australia
| | - Antony W Burgess
- Structural Biology Division, The Walter and Eliza Hall Institute of Medical Research, Victoria 3052, Australia; Department of Surgery, The University of Melbourne, The Royal Melbourne Hospital, Parkville, Victoria 3050, Australia.
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14
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Rivera Del Alamo MM, Díaz-Lobo M, Busquets S, Rodríguez-Gil JE, Fernández-Novell JM. Specific expression pattern of tissue cytokines analyzed through the Surface Acoustic Wave technique is associated with age-related spontaneous benign prostatic hyperplasia in rats. Biochem Biophys Rep 2018; 14:26-34. [PMID: 29872731 PMCID: PMC5986627 DOI: 10.1016/j.bbrep.2018.03.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Revised: 02/06/2018] [Accepted: 03/22/2018] [Indexed: 12/27/2022] Open
Abstract
The aim of the study reported herein was to evaluate the suitability of the Surface Acoustic Wave (SAW) technique as a possible diagnostic tool in benign prostatic hyperplasia (BPH). Moreover, for the first time, the BPH model was a totally physiological using naturally aged rats with spontaneous, age-related BPH instead of the pharmacologically induced models usually used. Eighteen male Wistar rats were distributed according to their age: 6 weeks (young), 12 weeks (adult) and 12 months (old) old. Prostate gland was removed and analyzed by mini-arrays, Western blotting (WB) and SAW techniques. Mini-arrays indicated that there were significant differences in the expression of 29/34 inflammation-related cytokines. WB was carried out to confirm the results after selection of 4 cytokines from which one showed no changes, namely PDGF-AA, and the other three, which significantly increase in older animals, were CD86, β-NGF and VEGF. Notwithstanding, WB of old rats yielded confusing results due to an anomalous migration of proteins, dismissing this technique as an useful tool in these animals. Accurate results in old rats were uniquely obtained by using the SAW technique. Thus, SAW analysis showed that there were not differences among groups in the amount of PDGF-AA. On the contrary, SAW analysis showed that amounts of CD86, β-NGF and VEGF in old rats were 2.0, 1.9 and 5.7-fold higher than that from young ones, respectively. These results indicate that SAW is a highly accurate technique for determining changes in the cytokines expression in BPH. Diagnosis of prostate alterations can be improved by using the SAW technique. Study of prostate alterations can be optimized by using an age-related animal model. VEGF is a sensitive marker of bening prostatic hyperplasia.
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Affiliation(s)
- Maria M Rivera Del Alamo
- Dept. de Medicina i Cirurgia Animals, Facultat de veterinària, Universitat Autònoma de Barcelona, E-08193 Bellaterra Spain
| | - Mireia Díaz-Lobo
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Parc Científic, E-08028 Barcelona, Spain
| | - Silvia Busquets
- Dept. Bioquímica i Biomedicina Molecular. Facultat de Biologia. Universitat de Barcelona, E-08028 Barcelona, Spain
| | - Joan E Rodríguez-Gil
- Dept. de Medicina i Cirurgia Animals, Facultat de veterinària, Universitat Autònoma de Barcelona, E-08193 Bellaterra Spain
| | - Josep M Fernández-Novell
- Dept. Bioquímica i Biomedicina Molecular. Facultat de Biologia. Universitat de Barcelona, E-08028 Barcelona, Spain
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15
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Guardiola S, Seco J, Varese M, Díaz-Lobo M, García J, Teixidó M, Nevola L, Giralt E. Toward a Novel Drug To Target the EGF-EGFR Interaction: Design of Metabolically Stable Bicyclic Peptides. Chembiochem 2017; 19:76-84. [DOI: 10.1002/cbic.201700519] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Indexed: 02/06/2023]
Affiliation(s)
- Salvador Guardiola
- Institute for Research in Biomedicine (IRB Barcelona); The Barcelona Institute of Science and Technology; Baldiri Reixac 10 08028 Barcelona Spain
| | - Jesús Seco
- Institute for Research in Biomedicine (IRB Barcelona); The Barcelona Institute of Science and Technology; Baldiri Reixac 10 08028 Barcelona Spain
| | - Monica Varese
- Institute for Research in Biomedicine (IRB Barcelona); The Barcelona Institute of Science and Technology; Baldiri Reixac 10 08028 Barcelona Spain
| | - Mireia Díaz-Lobo
- Institute for Research in Biomedicine (IRB Barcelona); The Barcelona Institute of Science and Technology; Baldiri Reixac 10 08028 Barcelona Spain
| | - Jesús García
- Institute for Research in Biomedicine (IRB Barcelona); The Barcelona Institute of Science and Technology; Baldiri Reixac 10 08028 Barcelona Spain
| | - Meritxell Teixidó
- Institute for Research in Biomedicine (IRB Barcelona); The Barcelona Institute of Science and Technology; Baldiri Reixac 10 08028 Barcelona Spain
| | - Laura Nevola
- IDP Discovery Pharma SL; Barcelona Science Park; Baldiri Reixac 4 08028 Barcelona Spain
| | - Ernest Giralt
- Institute for Research in Biomedicine (IRB Barcelona); The Barcelona Institute of Science and Technology; Baldiri Reixac 10 08028 Barcelona Spain
- Department of Organic Chemistry; University of Barcelona; Martí i Franquès 1-11 08028 Barcelona Spain
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16
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Wang SH, Yu J. Structure-based design for binding peptides in anti-cancer therapy. Biomaterials 2017; 156:1-15. [PMID: 29182932 DOI: 10.1016/j.biomaterials.2017.11.024] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Revised: 10/30/2017] [Accepted: 11/21/2017] [Indexed: 12/18/2022]
Abstract
The conventional anticancer therapeutics usually lack cancer specificity, leading to damage of normal tissues that patients find hard to tolerate. Ideally, anticancer therapeutics carrying payloads of drugs equipped with cancer targeting peptides can act like "guided missiles" with the capacity of targeted delivery toward many types of cancers. Peptides are amenable for conjugation to nano drugs for functionalization, thereby improving drug delivery and cellular uptake in cancer-targeting therapies. Peptide drugs are often more difficult to design through molecular docking and in silico analysis than small molecules, because peptide structures are more flexible, possess intricate molecular conformations, and undergo complex interactions. In this review, the development and application of strategies for structure-based design of cancer-targeting peptides against GRP78 are discussed. This Review also covers topics related to peptide pharmacokinetics and targeting delivery, including molecular docking studies, features that provide advantages for in vivo use, and properties that influence the cancer-targeting ability. Some advanced technologies and special peptides that can overcome the pharmacokinetic challenges have also been included.
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Affiliation(s)
- Sheng-Hung Wang
- Institute of Stem Cell and Translational Cancer Research, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan 333, Taiwan
| | - John Yu
- Institute of Stem Cell and Translational Cancer Research, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan 333, Taiwan; Institute of Cellular and Organismic Biology, Academia Sinica, Taipei, Taiwan.
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17
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Hanold LE, Fulton MD, Kennedy EJ. Targeting kinase signaling pathways with constrained peptide scaffolds. Pharmacol Ther 2017; 173:159-170. [PMID: 28185915 DOI: 10.1016/j.pharmthera.2017.02.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Kinases are amongst the largest families in the human proteome and serve as critical mediators of a myriad of cell signaling pathways. Since altered kinase activity is implicated in a variety of pathological diseases, kinases have become a prominent class of proteins for targeted inhibition. Although numerous small molecule and antibody-based inhibitors have already received clinical approval, several challenges may still exist with these strategies including resistance, target selection, inhibitor potency and in vivo activity profiles. Constrained peptide inhibitors have emerged as an alternative strategy for kinase inhibition. Distinct from small molecule inhibitors, peptides can provide a large binding surface area that allows them to bind shallow protein surfaces rather than defined pockets within the target protein structure. By including chemical constraints within the peptide sequence, additional benefits can be bestowed onto the peptide scaffold such as improved target affinity and target selectivity, cell permeability and proteolytic resistance. In this review, we highlight examples of diverse chemistries that are being employed to constrain kinase-targeting peptide scaffolds and highlight their application to modulate kinase signaling as well as their potential clinical implications.
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Affiliation(s)
- Laura E Hanold
- Department of Pharmaceutical and Biomedical Sciences, College of Pharmacy, University of Georgia, Athens, GA 30602, United States
| | - Melody D Fulton
- Department of Pharmaceutical and Biomedical Sciences, College of Pharmacy, University of Georgia, Athens, GA 30602, United States
| | - Eileen J Kennedy
- Department of Pharmaceutical and Biomedical Sciences, College of Pharmacy, University of Georgia, Athens, GA 30602, United States.
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