1
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Sadhukhan S, Nandi MK, Pandey S, Paoluzzi M, Dasgupta C, Gov NS, Nandi SK. Motility driven glassy dynamics in confluent epithelial monolayers. SOFT MATTER 2024; 20:6160-6175. [PMID: 39044639 DOI: 10.1039/d4sm00352g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/25/2024]
Abstract
As wounds heal, embryos develop, cancer spreads, or asthma progresses, the cellular monolayer undergoes a glass transition between solid-like jammed and fluid-like flowing states. During some of these processes, the cells undergo an epithelial-to-mesenchymal transition (EMT): they acquire in-plane polarity and become motile. Thus, how motility drives the glassy dynamics in epithelial systems is critical for the EMT process. However, no analytical framework that is indispensable for deeper insights exists. Here, we develop such a theory inspired by a well-known glass theory. One crucial result of this work is that the confluency affects the effective persistence time-scale of active force, described by its rotational diffusivity, Deffr. Deffr differs from the bare rotational diffusivity, Dr, of the motile force due to cell shape dynamics, which acts to rectify the force dynamics: Deffr is equal to Dr when Dr is small and saturates when Dr is large. We test the theoretical prediction of Deffr and how it affects the relaxation dynamics in our simulations of the active Vertex model. This novel effect of Deffr is crucial to understanding the new and previously published simulation data of active glassy dynamics in epithelial monolayers.
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Affiliation(s)
- Souvik Sadhukhan
- Tata Institute of Fundamental Research, 36/P Gopanpally Village, Hyderabad-500046, India.
| | - Manoj Kumar Nandi
- Institut National de la Santé et de la Recherche Médicale, Stem Cell and Brain Research Institute, Université Claude Bernard Lyon 1, Bron 69500, France
| | - Satyam Pandey
- Tata Institute of Fundamental Research, 36/P Gopanpally Village, Hyderabad-500046, India.
| | - Matteo Paoluzzi
- Istituto per le Applicazioni del Calcolo del Consiglio Nazionale delle Ricerche, Via Pietro Castellino 111, 80131 Napoli, Italy
| | - Chandan Dasgupta
- Department of Physics, Indian Institute of Science, Bangalore 560012, India
- International Centre for Theoretical Sciences, TIFR, Bangalore 560089, India
| | - Nir S Gov
- Department of Chemical and Biological Physics, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Saroj Kumar Nandi
- Tata Institute of Fundamental Research, 36/P Gopanpally Village, Hyderabad-500046, India.
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2
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Mondal K, Posa MK, Shenoy RP, Roychoudhury S. KRAS Mutation Subtypes and Their Association with Other Driver Mutations in Oncogenic Pathways. Cells 2024; 13:1221. [PMID: 39056802 PMCID: PMC11274496 DOI: 10.3390/cells13141221] [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: 01/08/2024] [Revised: 04/28/2024] [Accepted: 05/11/2024] [Indexed: 07/28/2024] Open
Abstract
The KRAS mutation stands out as one of the most influential oncogenic mutations, which directly regulates the hallmark features of cancer and interacts with other cancer-causing driver mutations. However, there remains a lack of precise information on their cooccurrence with mutated variants of KRAS and any correlations between KRAS and other driver mutations. To enquire about this issue, we delved into cBioPortal, TCGA, UALCAN, and Uniport studies. We aimed to unravel the complexity of KRAS and its relationships with other driver mutations. We noticed that G12D and G12V are the prevalent mutated variants of KRAS and coexist with the TP53 mutation in PAAD and CRAD, while G12C and G12V coexist with LUAD. We also noticed similar observations in the case of PIK3CA and APC mutations in CRAD. At the transcript level, a positive correlation exists between KRAS and PIK3CA and between APC and KRAS in CRAD. The existence of the co-mutation of KRAS and other driver mutations could influence the signaling pathway in the neoplastic transformation. Moreover, it has immense prognostic and predictive implications, which could help in better therapeutic management to treat cancer.
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Affiliation(s)
- Koushik Mondal
- Division of Basic & Translational Research, Saroj Gupta Cancer Centre & Research Institute, MG Road, Kolkata 700063, West Bengal, India
- Department of Cancer Immunology, SwasthyaNiketan Integrated Healthcare & Research Foundation, Koramangala, Bengaluru 560034, Karnataka, India
| | - Mahesh Kumar Posa
- School of Pharmaceutical Sciences, Jaipur National University, Jagatpura, Jaipur 302017, Rajasthan, India;
| | - Revathi P. Shenoy
- Department of Biochemistry, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal 576104, Karnataka, India;
| | - Susanta Roychoudhury
- Division of Basic & Translational Research, Saroj Gupta Cancer Centre & Research Institute, MG Road, Kolkata 700063, West Bengal, India
- CSIR-Indian Institute of Chemical Biology, 4 Raja S.C.Mullick Road, Jadavpur, Kolkata 700032, West Bengal, India
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3
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Qiao J, Liu S, Huang Y, Zhu X, Xue C, Wang Y, Xiong H, Yao J. Glycolysis-non-canonical glutamine dual-metabolism regulation nanodrug enhanced the phototherapy effect for pancreatic ductal adenocarcinoma treatment. J Colloid Interface Sci 2024; 665:477-490. [PMID: 38429120 DOI: 10.1016/j.jcis.2024.02.141] [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: 12/08/2023] [Revised: 02/02/2024] [Accepted: 02/18/2024] [Indexed: 03/03/2024]
Abstract
Clinical pancreatic ductal adenocarcinoma (PDAC) treatment is severely limited by lack of effective KRAS suppression strategies. To address this dilemma, a reactive oxygen species (ROS)-responsive and PDAC-targeted nanodrug named Z/B-PLS was constructed to confront KRAS through dual-blockade of its downstream PI3K/AKT/mTOR and RAF/MEK/ERK for enhanced PDAC treatment. Specifically, photosensitizer zinc phthalocyanine (ZnPc) and PI3K/mTOR inhibitor BEZ235 (BEZ) were co-loaded into PLS which was constructed by click chemistry conjugating MEK inhibitor selumetinib (SEL) to low molecular weight heparin with ROS-responsive oxalate bond. The BEZ and SEL blocked PI3K/AKT/mTOR and RAF/MEK/ERK respectively to remodel glycolysis and non-canonical glutamine metabolism. ZnPc mediated photodynamic therapy (PDT) could enhance drug release through ROS generation, further facilitating KRAS downstream dual-blockade to create treatment-promoting drug delivery-therapeutic positive feedback. Benefiting from this broad metabolic modulation cascade, the metabolic symbiosis between normoxic and hypoxic tumor cells was also cut off simultaneously and effective tumor vascular normalization effects could be achieved. As a result, PDT was dramatically promoted through glycolysis-non-canonical glutamine dual-metabolism regulation, achieving complete elimination of tumors in vivo. Above all, this study achieved effective multidimensional metabolic modulation based on integrated smart nanodrug delivery, helping overcome the therapeutic challenges posed by KRAS mutations of PDAC.
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Affiliation(s)
- Jianan Qiao
- Jiangsu Key Laboratory of Druggability of Biopharmaceuticals, Department of Pharmaceutics, China Pharmaceutical University, 639 Longmian Avenue, Nanjing 211198, PR China
| | - Shuhui Liu
- Jiangsu Key Laboratory of Druggability of Biopharmaceuticals, Department of Pharmaceutics, China Pharmaceutical University, 639 Longmian Avenue, Nanjing 211198, PR China
| | - Yanfeng Huang
- Jiangsu Key Laboratory of Druggability of Biopharmaceuticals, Department of Pharmaceutics, China Pharmaceutical University, 639 Longmian Avenue, Nanjing 211198, PR China
| | - Xiang Zhu
- Jiangsu Key Laboratory of Druggability of Biopharmaceuticals, Department of Pharmaceutics, China Pharmaceutical University, 639 Longmian Avenue, Nanjing 211198, PR China
| | - Chenyang Xue
- Jiangsu Key Laboratory of Druggability of Biopharmaceuticals, Department of Pharmaceutics, China Pharmaceutical University, 639 Longmian Avenue, Nanjing 211198, PR China
| | - Yan Wang
- Jiangsu Key Laboratory of Druggability of Biopharmaceuticals, Department of Pharmaceutics, China Pharmaceutical University, 639 Longmian Avenue, Nanjing 211198, PR China
| | - Hui Xiong
- Jiangsu Key Laboratory of Druggability of Biopharmaceuticals, Department of Pharmaceutics, China Pharmaceutical University, 639 Longmian Avenue, Nanjing 211198, PR China.
| | - Jing Yao
- Jiangsu Key Laboratory of Druggability of Biopharmaceuticals, Department of Pharmaceutics, China Pharmaceutical University, 639 Longmian Avenue, Nanjing 211198, PR China.
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4
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Perurena N, Situ L, Cichowski K. Combinatorial strategies to target RAS-driven cancers. Nat Rev Cancer 2024; 24:316-337. [PMID: 38627557 DOI: 10.1038/s41568-024-00679-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/22/2024] [Indexed: 05/01/2024]
Abstract
Although RAS was formerly considered undruggable, various agents that inhibit RAS or specific RAS oncoproteins have now been developed. Indeed, the importance of directly targeting RAS has recently been illustrated by the clinical success of mutant-selective KRAS inhibitors. Nevertheless, responses to these agents are typically incomplete and restricted to a subset of patients, highlighting the need to develop more effective treatments, which will likely require a combinatorial approach. Vertical strategies that target multiple nodes within the RAS pathway to achieve deeper suppression are being investigated and have precedence in other contexts. However, alternative strategies that co-target RAS and other therapeutic vulnerabilities have been identified, which may mitigate the requirement for profound pathway suppression. Regardless, the efficacy of any given approach will likely be dictated by genetic, epigenetic and tumour-specific variables. Here we discuss various combinatorial strategies to treat KRAS-driven cancers, highlighting mechanistic concepts that may extend to tumours harbouring other RAS mutations. Although many promising combinations have been identified, clinical responses will ultimately depend on whether a therapeutic window can be achieved and our ability to prospectively select responsive patients. Therefore, we must continue to develop and understand biologically diverse strategies to maximize our likelihood of success.
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Affiliation(s)
- Naiara Perurena
- Genetics Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Lisa Situ
- Genetics Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Karen Cichowski
- Genetics Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
- Department of Medicine, Harvard Medical School, Boston, MA, USA.
- Ludwig Center, Harvard Medical School, Boston, MA, USA.
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5
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Torres-Jiménez J, Espinar JB, de Cabo HB, Berjaga MZ, Esteban-Villarrubia J, Fraile JZ, Paz-Ares L. Targeting KRAS G12C in Non-Small-Cell Lung Cancer: Current Standards and Developments. Drugs 2024; 84:527-548. [PMID: 38625662 DOI: 10.1007/s40265-024-02030-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/27/2024] [Indexed: 04/17/2024]
Abstract
Among the most common molecular alterations detected in non-small-cell lung cancer (NSCLC) are mutations in Kristen Rat Sarcoma viral oncogene homolog (KRAS). KRAS mutant NSCLC is a heterogenous group of diseases, different from other oncogene-driven tumors in terms of biology and response to therapies. Despite efforts to develop drugs aimed at inhibiting KRAS or its signaling pathways, KRAS had remained undruggable for decades. The discovery of a small pocket in the binding switch II region of KRASG12C has revolutionized the treatment of KRASG12C-mutated NSCLC patients. Sotorasib and adagrasib, direct KRASG12C inhibitors, have been approved by the US Food and Drug Administration (FDA) and other regulatory agencies for patients with previously treated KRASG12C-mutated NSCLC, and these advances have become practice changing. However, first-line treatment in KRASG12C-mutated NSCLC does not differ from NSCLC without actionable driver genomic alterations. Treatment with KRASG12C inhibitors is not curative and patients develop progressive disease, so understanding associated mechanisms of drug resistance is key. New KRASG12C inhibitors and several combination therapy strategies, including with immune checkpoint inhibitors, are being studied in clinical trials. The aim of this review is to explore the clinical impact of KRAS, and outline different treatment approaches, focusing on the novel treatment of KRASG12C-mutated NSCLC.
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Affiliation(s)
- Javier Torres-Jiménez
- Medical Oncology Department, Hospital Universitario 12 de Octubre, Avda de Córdoba s/n, 28041, Madrid, Spain.
| | - Javier Baena Espinar
- Medical Oncology Department, Hospital Universitario 12 de Octubre, Avda de Córdoba s/n, 28041, Madrid, Spain
| | - Helena Bote de Cabo
- Medical Oncology Department, Hospital Universitario 12 de Octubre, Avda de Córdoba s/n, 28041, Madrid, Spain
| | - María Zurera Berjaga
- Medical Oncology Department, Hospital Universitario 12 de Octubre, Avda de Córdoba s/n, 28041, Madrid, Spain
| | - Jorge Esteban-Villarrubia
- Medical Oncology Department, Hospital Universitario 12 de Octubre, Avda de Córdoba s/n, 28041, Madrid, Spain
| | - Jon Zugazagoitia Fraile
- Medical Oncology Department, Hospital Universitario 12 de Octubre, Avda de Córdoba s/n, 28041, Madrid, Spain
- Lung Cancer Group, Clinical Research Program, CNIO (Centro Nacional de Investigaciones Oncológicas) and Instituto de Investigación i+12, Madrid, Spain
| | - Luis Paz-Ares
- Medical Oncology Department, Hospital Universitario 12 de Octubre, Avda de Córdoba s/n, 28041, Madrid, Spain
- Lung Cancer Group, Clinical Research Program, CNIO (Centro Nacional de Investigaciones Oncológicas) and Instituto de Investigación i+12, Madrid, Spain
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6
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Farcas A, Janosi L. GTP-Bound N-Ras Conformational States and Substates Are Modulated by Membrane and Point Mutation. Int J Mol Sci 2024; 25:1430. [PMID: 38338709 PMCID: PMC11154311 DOI: 10.3390/ijms25031430] [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: 11/29/2023] [Revised: 01/11/2024] [Accepted: 01/17/2024] [Indexed: 02/12/2024] Open
Abstract
Oncogenic Ras proteins are known to present multiple conformational states, as reported by the great variety of crystallographic structures. The GTP-bound states are grouped into two main states: the "inactive" state 1 and the "active" state 2. Recent reports on H-Ras have shown that state 2 exhibits two substates, directly related to the orientation of Tyr32: toward the GTP-bound pocket and outwards. In this paper, we show that N-Ras exhibits another substate of state 2, related to a third orientation of Tyr32, toward Ala18 and parallel to the GTP-bound pocket. We also show that this substate is highly sampled in the G12V mutation of N-Ras and barely present in its wild-type form, and that the G12V mutation prohibits the sampling of the GTPase-activating protein (GAP) binding substate, rendering this mutation oncogenic. Furthermore, using molecular dynamics simulations, we explore the importance of the membrane on N-Ras' conformational state dynamics and its strong influence on Ras protein stability. Moreover, the membrane has a significant influence on the conformational (sub)states sampling of Ras. This, in turn, is of crucial importance in the activation/deactivation cycle of Ras, due to the binding of guanine nucleotide exchange factor proteins (GEFs)/GTPase-activating proteins (GAPs).
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Affiliation(s)
| | - Lorant Janosi
- Department of Molecular and Biomolecular Physics, National Institute for Research and Development of Isotopic and Molecular Technologies, 67-103 Donat Street, 400293 Cluj-Napoca, Romania;
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7
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Lin YL, Zhu JQ, Ma RQ, Meng W, Wang ZY, Li XB, Ma R, Wu HL, Xu HB, Gao Y, Li Y. Whole-Exome Sequencing Identifies Mutation Profile and Mutation Signature-Based Clustering Associated with Prognosis in Appendiceal Pseudomyxoma Peritonei. Mol Cancer Res 2024; 22:70-81. [PMID: 37768171 DOI: 10.1158/1541-7786.mcr-22-0801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 01/18/2023] [Accepted: 09/25/2023] [Indexed: 09/29/2023]
Abstract
Pseudomyxoma peritonei (PMP) is a rare malignant clinical syndrome with little known about the global mutation profile. In this study, whole-exome sequencing (WES) was performed in 49 appendiceal PMP to investigate mutation profiles and mutation signatures. A total of 4,020 somatic mutations were detected, with a median mutation number of 56 (1-402). Tumor mutation burden (TMB) was generally low (median 1.55 mutations/Mb, 0.12-11.26 mutations/Mb). Mutations were mainly enriched in the function of cancer-related axonogenesis, extracellular matrix-related processes, calcium signaling pathway, and cAMP signaling pathway. Mutations in FCGBP, RBFOX1, SPEG, RTK-RAS, PI3K-AKT, and focal adhesion pathways were associated with high-grade mucinous carcinoma peritonei. These findings revealed distinct mutation profile in appendiceal PMP. Ten mutation signatures were identified, dividing patients into mutation signature cluster (MSC) 1 (N = 28, 57.1%) and MSC 2 (N = 21, 42.9%) groups. MSC (P = 0.007) was one of the four independent factors associated with 3-year survival. TMB (P = 0.003) and microsatellite instability (P = 0.002) were independent factors associated with MSC 2 grouping. Taken together, our findings provided a broader view in the understanding of molecular pathologic mechanism in appendiceal PMP and may be critical to developing an individualized approach to appendiceal PMP treatment. IMPLICATIONS This work describes exhaustive mutation profile of PMP based on WES data and derives ten mutation signatures, which divides patients into two clusters and serve as an independent prognostic factor associated with 3-year survival.
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Affiliation(s)
- Yu-Lin Lin
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | | | - Rui-Qing Ma
- Department of Myxoma, Aerospace Center Hospital, Beijing, China
| | - Wei Meng
- Department of Pathology, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Zi-Yue Wang
- Department of Pathology, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Xin-Bao Li
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Ru Ma
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - He-Liang Wu
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Peking University Ninth School of Clinical Medicine, Beijing, China
| | - Hong-Bin Xu
- Department of Myxoma, Aerospace Center Hospital, Beijing, China
| | - Ying Gao
- Department of Pathology, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Yan Li
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Department of Surgical Oncology, Beijing Tsinghua Changgung Hospital affiliated to Tsinghua University, Beijing, China
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8
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Waybright T, Stephen AG. Nucleotide Exchange on RAS Proteins Using Hydrolysable and Non-hydrolysable Nucleotides. Methods Mol Biol 2024; 2797:35-46. [PMID: 38570451 DOI: 10.1007/978-1-0716-3822-4_4] [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] [Indexed: 04/05/2024]
Abstract
Biochemical and biophysical assays using recombinant RAS require the protein to be in either the active or inactive state. Here we describe methods to exchange the nucleotide present in the purified RAS protein with either GDPβS, GppNHp, or GTP depending on the assay requirement. In addition, we also describe the HPLC method used to validate the exchange process and provide information on the efficiency of the nucleotide exchange.
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Affiliation(s)
- Timothy Waybright
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.
| | - Andrew G Stephen
- NCI RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
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9
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Bahar ME, Kim HJ, Kim DR. Targeting the RAS/RAF/MAPK pathway for cancer therapy: from mechanism to clinical studies. Signal Transduct Target Ther 2023; 8:455. [PMID: 38105263 PMCID: PMC10725898 DOI: 10.1038/s41392-023-01705-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 11/03/2023] [Accepted: 11/12/2023] [Indexed: 12/19/2023] Open
Abstract
Metastatic dissemination of solid tumors, a leading cause of cancer-related mortality, underscores the urgent need for enhanced insights into the molecular and cellular mechanisms underlying metastasis, chemoresistance, and the mechanistic backgrounds of individuals whose cancers are prone to migration. The most prevalent signaling cascade governed by multi-kinase inhibitors is the mitogen-activated protein kinase (MAPK) pathway, encompassing the RAS-RAF-MAPK kinase (MEK)-extracellular signal-related kinase (ERK) pathway. RAF kinase is a primary mediator of the MAPK pathway, responsible for the sequential activation of downstream targets, such as MEK and the transcription factor ERK, which control numerous cellular and physiological processes, including organism development, cell cycle control, cell proliferation and differentiation, cell survival, and death. Defects in this signaling cascade are associated with diseases such as cancer. RAF inhibitors (RAFi) combined with MEK blockers represent an FDA-approved therapeutic strategy for numerous RAF-mutant cancers, including melanoma, non-small cell lung carcinoma, and thyroid cancer. However, the development of therapy resistance by cancer cells remains an important barrier. Autophagy, an intracellular lysosome-dependent catabolic recycling process, plays a critical role in the development of RAFi resistance in cancer. Thus, targeting RAF and autophagy could be novel treatment strategies for RAF-mutant cancers. In this review, we delve deeper into the mechanistic insights surrounding RAF kinase signaling in tumorigenesis and RAFi-resistance. Furthermore, we explore and discuss the ongoing development of next-generation RAF inhibitors with enhanced therapeutic profiles. Additionally, this review sheds light on the functional interplay between RAF-targeted therapies and autophagy in cancer.
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Affiliation(s)
- Md Entaz Bahar
- Department of Biochemistry and Convergence Medical Sciences and Institute of Medical Science, Gyeongsang National University, College of Medicine, Jinju, South Korea
| | - Hyun Joon Kim
- Department of Anatomy and Convergence Medical Sciences and Institute of Medical Science, Gyeongsang National University, College of Medicine, Jinju, South Korea
| | - Deok Ryong Kim
- Department of Biochemistry and Convergence Medical Sciences and Institute of Medical Science, Gyeongsang National University, College of Medicine, Jinju, South Korea.
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10
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Durojaye OA, Ejaz U, Uzoeto HO, Fadahunsi AA, Opabunmi AO, Ekpo DE, Sedzro DM, Idris MO. CSC01 shows promise as a potential inhibitor of the oncogenic G13D mutant of KRAS: an in silico approach. Amino Acids 2023; 55:1745-1764. [PMID: 37500789 DOI: 10.1007/s00726-023-03304-2] [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: 01/03/2023] [Accepted: 07/11/2023] [Indexed: 07/29/2023]
Abstract
About 30% of malignant tumors include KRAS mutations, which are frequently required for the development and maintenance of malignancies. KRAS is now a top-priority cancer target as a result. After years of research, it is now understood that the oncogenic KRAS-G12C can be targeted. However, many other forms, such as the G13D mutant, are yet to be addressed. Here, we used a receptor-based pharmacophore modeling technique to generate potential inhibitors of the KRAS-G13D oncogenic mutant. Using a comprehensive virtual screening workflow model, top hits were selected, out of which CSC01 was identified as a promising inhibitor of the oncogenic KRAS mutant (G13D). The stability of CSC01 upon binding the switch II pocket was evaluated through an exhaustive molecular dynamics simulation study. The several post-simulation analyses conducted suggest that CSC01 formed a stable complex with KRAS-G13D. CSC01, through a dynamic protein-ligand interaction profiling analysis, was also shown to maintain strong interactions with the mutated aspartic acid residue throughout the simulation. Although binding free energy analysis through the umbrella sampling approach suggested that the affinity of CSC01 with the switch II pocket of KRAS-G13D is moderate, our DFT analysis showed that the stable interaction of the compound might be facilitated by the existence of favorable molecular electrostatic potentials. Furthermore, based on ADMET predictions, CSC01 demonstrated a satisfactory drug likeness and toxicity profile, making it an exemplary candidate for consideration as a potential KRAS-G13D inhibitor.
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Affiliation(s)
- Olanrewaju Ayodeji Durojaye
- MOE Key Laboratory of Membraneless Organelle and Cellular Dynamics, Hefei National Laboratory for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei, 230027, Anhui, China.
- School of Life Sciences, University of Science and Technology of China, Hefei, 230027, Anhui, China.
- Department of Chemical Sciences, Coal City University, Emene, EnuguState, Nigeria.
| | - Umer Ejaz
- MOE Key Laboratory of Membraneless Organelle and Cellular Dynamics, Hefei National Laboratory for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei, 230027, Anhui, China
- School of Life Sciences, University of Science and Technology of China, Hefei, 230027, Anhui, China
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, China
| | - Henrietta Onyinye Uzoeto
- Federal College of Dental Technology, Trans-Ekulu, Enugu State, Nigeria
- Department of Biological Sciences, Coal City University, Emene, Enugu State, Nigeria
| | - Adeola Abraham Fadahunsi
- Graduate School of Biomedical Science and Engineering, University of Maine, Orono, ME, 04469, USA
| | - Adebayo Oluwole Opabunmi
- RNA Medical Center, International Institutes of Medicine, Zhejiang University, Hangzhou, China
- Zhejiang University-University of Edinburgh Institute, Zhejiang University, Hangzhou, China
- The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Daniel Emmanuel Ekpo
- Institute of Biological Science and Technology, National Engineering Research Center for Non-Food Biorefinery, Guangxi Academy of Sciences, Nanning, 530007, China
- Department of Biochemistry, Faculty of Biological Sciences, University of Nigeria, 410001, Nsukka, Enugu State, Nigeria
| | - Divine Mensah Sedzro
- Wisconsin National Primate Research Center, University of Wisconsin Graduate School, 1220 Capitol Court, Madison, 53715, WI, USA.
| | - Mukhtar Oluwaseun Idris
- School of Life Sciences, University of Science and Technology of China, Hefei, 230027, Anhui, China.
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11
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Kim J. Nucleic Acid-Based Approaches to Tackle KRAS Mutant Cancers. Int J Mol Sci 2023; 24:16933. [PMID: 38069255 PMCID: PMC10707712 DOI: 10.3390/ijms242316933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 11/24/2023] [Accepted: 11/27/2023] [Indexed: 12/18/2023] Open
Abstract
Activating mutations in KRAS are highly relevant to various cancers, driving persistent efforts toward the development of drugs that can effectively inhibit KRAS activity. Previously, KRAS was considered 'undruggable'; however, the recent advances in our understanding of RNA and nucleic acid chemistry and delivery formulations have sparked a paradigm shift in the approach to KRAS inhibition. We are currently witnessing a large wave of next-generation drugs for KRAS mutant cancers-nucleic acid-based therapeutics. In this review, we discuss the current progress in targeting KRAS mutant tumors and outline significant developments in nucleic acid-based strategies. We delve into their mechanisms of action, address existing challenges, and offer insights into the current clinical trial status of these approaches. We aim to provide a thorough understanding of the potential of nucleic acid-based strategies in the field of KRAS mutant cancer therapeutics.
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Affiliation(s)
- Jimi Kim
- Department of Life Sciences, Gachon University, Seongnam 13120, Republic of Korea;
- Department of Health Science and Technology, GAIHST, Lee Gil Ya Cancer and Diabetes Institute, Incheon 21999, Republic of Korea
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12
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Huang Y, Zhen Y, Chen Y, Sui S, Zhang L. Unraveling the interplay between RAS/RAF/MEK/ERK signaling pathway and autophagy in cancer: From molecular mechanisms to targeted therapy. Biochem Pharmacol 2023; 217:115842. [PMID: 37802240 DOI: 10.1016/j.bcp.2023.115842] [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: 07/24/2023] [Revised: 09/28/2023] [Accepted: 10/02/2023] [Indexed: 10/08/2023]
Abstract
RAS/RAF/MEK/ERK signaling pathway is one of the most important pathways of Mitogen-activated protein kinases (MAPK), which widely participate in regulating cell proliferation, differentiation, apoptosis and signaling transduction. Autophagy is an essential mechanism that maintains cellular homeostasis by degrading aged and damaged organelles. Recently, some studies revealed RAS/RAF/MEK/ERK signaling pathway is closely related to autophagy regulation and has a dual effect in tumor cells. However, the specific mechanism by which RAS/RAF/MEK/ERK signaling pathway participates in autophagy regulation is not fully understood. This article provides a comprehensive review of the research progress with regard to the RAS/RAF/MEK/ERK signaling pathway and autophagy, as well as their interplay in cancer therapy. The impact of small molecule inhibitors that target the RAS/RAF/MEK/ERK signaling pathway on autophagy is discussed in this study. The advantages and limitations of the clinical combination of these small molecule inhibitors with autophagy inhibitors are also explored. The findings from this study may provide additional perspectives for future cancer treatment strategies.
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Affiliation(s)
- Yunli Huang
- Sichuan Engineering Research Center for Biomimetic Synthesis of Natural Drugs, School of Life Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China
| | - Yongqi Zhen
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yanmei Chen
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Shaoguang Sui
- Emergency Department, The Second Hospital, Dalian Medical University, Dalian 116000, China.
| | - Lan Zhang
- Sichuan Engineering Research Center for Biomimetic Synthesis of Natural Drugs, School of Life Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China.
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13
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Karamitopoulou E. Emerging Prognostic and Predictive Factors in Pancreatic Cancer. Mod Pathol 2023; 36:100328. [PMID: 37714333 DOI: 10.1016/j.modpat.2023.100328] [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: 05/17/2023] [Revised: 08/23/2023] [Accepted: 08/29/2023] [Indexed: 09/17/2023]
Abstract
Pancreatic cancer is a lethal disease with increasing incidence and high recurrence rates and is currently resistant to conventional therapies. Moreover, it displays extensive morphologic and molecular intratumoral and intertumoral heterogeneity and a mostly low mutational burden, failing to induce significant antitumor immunity. Thus, immunotherapy has shown limited effect in pancreatic cancer, except in rare tumors with microsatellite instability, constituting <1% of the cases. Currently, new methods, including single-cell and single-nucleus RNA sequencing, have refined and expanded the 2-group molecular classification based on bulk RNA sequencing (classical and basal-like subtypes), identifying hybrid forms and providing us with a comprehensive map of the tumor cell subsets that drive gene expression during tumor evolution, simultaneously giving us insight into therapy resistance and metastasis. Additionally, deeper profiling of the tumor microenvironment of pancreatic cancer by using spatial analyses and multiplex imaging techniques has improved our understanding of the heterogeneous distribution of both adaptive and innate immune components with their protumor and antitumor properties. By integrating host immune response patterns, as defined by spatial transcriptomic and proteomic analysis and multiplex immunofluorescence, with molecular and morphologic features of the tumors, we can increasingly understand the genetic, immunologic, and morphologic background of pancreatic cancer and recognize the potential predictors for different treatment modalities.
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Affiliation(s)
- Eva Karamitopoulou
- Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland; Pathology Institute Enge, Zurich, Switzerland.
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14
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Bteich F, Mohammadi M, Li T, Bhat MA, Sofianidi A, Wei N, Kuang C. Targeting KRAS in Colorectal Cancer: A Bench to Bedside Review. Int J Mol Sci 2023; 24:12030. [PMID: 37569406 PMCID: PMC10418782 DOI: 10.3390/ijms241512030] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 07/21/2023] [Accepted: 07/23/2023] [Indexed: 08/13/2023] Open
Abstract
Colorectal cancer (CRC) is a heterogeneous disease with a myriad of alterations at the cellular and molecular levels. Kristen rat sarcoma (KRAS) mutations occur in up to 40% of CRCs and serve as both a prognostic and predictive biomarker. Oncogenic mutations in the KRAS protein affect cellular proliferation and survival, leading to tumorigenesis through RAS/MAPK pathways. Until recently, only indirect targeting of the pathway had been investigated. There are now several KRAS allele-specific inhibitors in late-phase clinical trials, and many newer agents and targeting strategies undergoing preclinical and early-phase clinical testing. The adequate treatment of KRAS-mutated CRC will inevitably involve combination therapies due to the existence of robust adaptive resistance mechanisms in these tumors. In this article, we review the most recent understanding and findings related to targeting KRAS mutations in CRC, mechanisms of resistance to KRAS inhibitors, as well as evolving treatment strategies for KRAS-mutated CRC patients.
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Affiliation(s)
- Fernand Bteich
- Department of Medical Oncology, Montefiore Medical Center, Bronx, NY 10467, USA;
- Department of Medical Oncology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; (M.M.); (T.L.); (M.A.B.); (N.W.)
| | - Mahshid Mohammadi
- Department of Medical Oncology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; (M.M.); (T.L.); (M.A.B.); (N.W.)
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Terence Li
- Department of Medical Oncology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; (M.M.); (T.L.); (M.A.B.); (N.W.)
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Muzaffer Ahmed Bhat
- Department of Medical Oncology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; (M.M.); (T.L.); (M.A.B.); (N.W.)
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Amalia Sofianidi
- Oncology Unit, Third Department of Internal Medicine, Sotiria General Hospital for Chest Diseases, National and Kapodistrian University of Athens, 11527 Athens, Greece;
| | - Ning Wei
- Department of Medical Oncology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; (M.M.); (T.L.); (M.A.B.); (N.W.)
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Chaoyuan Kuang
- Department of Medical Oncology, Montefiore Medical Center, Bronx, NY 10467, USA;
- Department of Medical Oncology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; (M.M.); (T.L.); (M.A.B.); (N.W.)
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
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15
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Li Z, Song Z, Zhao Y, Wang P, Jiang L, Gong Y, Zhou J, Jian H, Dong X, Zhuang W, Cang S, Yang N, Fang J, Shi J, Lu J, Ma R, Wu P, Zhang Y, Song M, Xu CW, Shi Z, Zhang L, Wang Y, Wang X, Zhang Y, Lu S. D-1553 (Garsorasib), a Potent and Selective Inhibitor of KRAS G12C in Patients With NSCLC: Phase 1 Study Results. J Thorac Oncol 2023; 18:940-951. [PMID: 36948246 DOI: 10.1016/j.jtho.2023.03.015] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 03/08/2023] [Accepted: 03/10/2023] [Indexed: 03/24/2023]
Abstract
INTRODUCTION D-1553 (garsorasib) is a potent and selective oral KRASG12C inhibitor. We report results from a phase I dose-escalation and dose-expansion study of D-1553 in patients with KRAS G12C-mutated NSCLC in multiple sites in the People's Republic of China. METHODS Patients with KRAS G12C-mutated NSCLC have administrated D-1553 600 mg orally once daily, 800 mg once daily, 1200 mg once daily, 400 mg twice a day, or 600 mg twice a day in dose escalation. In dose-expansion, all patients received 600 mg twice a day. The safety, pharmacokinetics, and efficacy of D-1553 were evaluated. RESULTS Among a total of 79 treated patients, 75 patients (94.9%) reported treatment-related adverse events with 30 patients experiencing grade 3 or 4 events (38.0%). Most of the adverse events were manageable and the patients tolerated the study treatment well. Among 74 patients assessable for efficacy analysis, 30 patients had a partial response and 38 had stable disease with a confirmed objective response rate (ORR) and disease control rate (DCR) of 40.5% and 91.9%, respectively. The median progression-free survival was 8.2 months, and the median duration of response was 7.1 months. Among 62 patients assessable for response at the recommended phase 2 dose, partial response occurred in 24 patients (ORR, 38.7%) and stable disease in 32 patients (DCR, 90.3%). The median progression-free survival and duration of response were 7.6 months and 6.9 months, respectively. In patients with brain metastasis, ORR and DCR were 17% and 100%, respectively. CONCLUSIONS D-1553 represents a promising therapeutic option for patients with KRAS G12C-mutated NSCLC with a well-tolerated safety profile and encouraging antitumor activity.
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Affiliation(s)
- Ziming Li
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
| | - Zhengbo Song
- Department of Clinical Trial, Zhejiang Cancer Hospital, Hangzhou, People's Republic of China
| | - Yanqiu Zhao
- Respiratory Department of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, People's Republic of China
| | - Pingli Wang
- Respiratory Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Liyan Jiang
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
| | - Yi Gong
- Department of Phase I Clinical Trial Ward, Chongqing University Cancer Hospital, Chongqing, People's Republic of China
| | - Jianying Zhou
- Respiratory Medicine, The First Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Hong Jian
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
| | - Xiaorong Dong
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Wu Zhuang
- Department of Thoracic Oncology, Fujian Provincial Cancer Hospital, Fuzhou, People's Republic of China
| | - Shundong Cang
- Department of Oncology, Henan Provincial People's Hospital, Zhengzhou, People's Republic of China
| | - Nong Yang
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital, Changsha, People's Republic of China
| | - Jian Fang
- Department of Thoracic Oncology II, Beijing Cancer Hospital, Beijing, People's Republic of China
| | - Jianhua Shi
- Department of Medical Oncology II, Linyi Cancer Hospital, Linyi, People's Republic of China
| | - Junguo Lu
- Department of Respiratory Medicine, Nantong Tumor Hospital, Nantong, People's Republic of China
| | - Rui Ma
- Thoracic Medicine Ward Area 2, Liaoning Cancer Hospital & Institute, Shenyang, People's Republic of China
| | - Ping Wu
- Department of Oncology, General Hospital of Ningxia Medical University, Yinchuan, People's Republic of China
| | - Yingqian Zhang
- Department of Translational Medicine, Geneplus-Beijing, Beijing, People's Republic of China
| | - Mengmeng Song
- Department of Translational Medicine, Geneplus-Beijing, Beijing, People's Republic of China
| | - Chun-Wei Xu
- Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing, People's Republic of China
| | - Zhe Shi
- R&D, InventisBio Co., Ltd., Shanghai, People's Republic of China
| | - Ling Zhang
- R&D, InventisBio Co., Ltd., Shanghai, People's Republic of China
| | - Yaolin Wang
- R&D, InventisBio Co., Ltd., Shanghai, People's Republic of China
| | - Xicheng Wang
- Department of Oncology, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, People's Republic of China
| | - Yiping Zhang
- Department of Clinical Trial, Zhejiang Cancer Hospital, Hangzhou, People's Republic of China
| | - Shun Lu
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China.
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16
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Sarfraz H, Saha A, Jhaveri K, Kim DW. Review of Current Systemic Therapy and Novel Systemic Therapy for Pancreatic Ductal Adenocarcinoma. Curr Oncol 2023; 30:5322-5336. [PMID: 37366887 DOI: 10.3390/curroncol30060404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 05/21/2023] [Accepted: 05/24/2023] [Indexed: 06/28/2023] Open
Abstract
BACKGROUND This review aims to describe the systemic treatment options for pancreatic ductal adenocarcinoma and includes a summary of the current treatments as well as the ongoing clinical trials which may be efficacious in the treatment of this aggressive malignancy. METHODS A literature review was performed using MEDLINE/PubMed between August 1996 and February 2023. The reviewed studies are categorized into these categories: current standard of care treatments, targeted therapies, immunotherapy and clinical trials. The current treatment modality for the treatment of advanced pancreatic cancer is mainly systemic chemotherapy. RESULTS The introduction of polychemotherapy regimens including gemcitabine/nab-paclitaxel and FOLFIRINOX (oxaliplatin, irinotecan, folinic acid and fluorouracil) has improved the clinical outcome of advanced pancreatic cancer. For further improvement in clinical outcomes, several novel approaches have been extensively studied in pancreatic cancer. The review discusses the current standard chemotherapy regimen and the novel treatment options in the field. CONCLUSIONS While there are novel treatments being explored for metastatic pancreatic, it remains a debilitating and aggressive disease with high mortality that warrants continued efforts to advance therapeutic options.
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Affiliation(s)
- Humaira Sarfraz
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Aditi Saha
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Khushali Jhaveri
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Dae Won Kim
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA
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17
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Shi S, Zheng L, Ren Y, Wang Z. Impacts of Mutations in the P-Loop on Conformational Alterations of KRAS Investigated with Gaussian Accelerated Molecular Dynamics Simulations. Molecules 2023; 28:molecules28072886. [PMID: 37049650 PMCID: PMC10095679 DOI: 10.3390/molecules28072886] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 03/19/2023] [Accepted: 03/20/2023] [Indexed: 04/14/2023] Open
Abstract
G12 mutations heavily affect conformational transformation and activity of KRAS. In this study, Gaussian accelerated molecular dynamics (GaMD) simulations were performed on the GDP-bound wild-type (WT), G12A, G12D, and G12R KRAS to probe mutation-mediated impacts on conformational alterations of KRAS. The results indicate that three G12 mutations obviously affect the structural flexibility and internal dynamics of the switch domains. The analyses of the free energy landscapes (FELs) suggest that three G12 mutations induce more conformational states of KRAS and lead to more disordered switch domains. The principal component analysis shows that three G12 mutations change concerted motions and dynamics behavior of the switch domains. The switch domains mostly overlap with the binding region of KRAS to its effectors. Thus, the high disorder states and concerted motion changes of the switch domains induced by G12 mutations affect the activity of KRAS. The analysis of interaction network of GDP with KRAS signifies that the instability in the interactions of GDP and magnesium ion with the switch domain SW1 drives the high disordered state of the switch domains. This work is expected to provide theoretical aids for understanding the function of KRAS.
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Affiliation(s)
- Shuhua Shi
- School of Science, Shandong Jianzhu University, Jinan 250101, China
| | - Linqi Zheng
- School of Science, Shandong Jianzhu University, Jinan 250101, China
| | - Yonglian Ren
- School of Science, Shandong Jianzhu University, Jinan 250101, China
| | - Ziyu Wang
- School of Science, Shandong Jianzhu University, Jinan 250101, China
- Shandong Key Laboratory of Biophysics, Institute of Biophysics, Dezhou University, Dezhou 253023, China
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18
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Rathod LS, Dabhade PS, Mokale SN. Recent progress in targeting KRAS mutant cancers with covalent G12C-specific inhibitors. Drug Discov Today 2023; 28:103557. [PMID: 36934967 DOI: 10.1016/j.drudis.2023.103557] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 03/03/2023] [Accepted: 03/14/2023] [Indexed: 03/19/2023]
Abstract
KRASG12C has been identified as a potential target in the treatment of solid tumors. One of the most often transformed proteins in human cancers is the small Kirsten rat sarcoma homolog (KRAS) subunit of GTPase, which is typically the oncogene driver. KRASG12C is altered to keep the protein in an active GTP-binding form. KRAS has long been considered an 'undrugable' target, but sustained research efforts focusing on the KRASG12C mutant cysteine have achieved promising results. For example, the US Food and Drug Administration (FDA) has passed emergency approval for sotorasib and adagrasib for the treatment of metastatic lung cancer. Such achievements have sparked several original approaches to KRASG12C. In this review, we focus on the design, development, and history of KRASG12C inhibitors.
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Affiliation(s)
- Lala S Rathod
- Y.B. Chavan College of Pharmacy, Aurangabad, Maharashtra Pin-431001, India
| | - Pratap S Dabhade
- Y.B. Chavan College of Pharmacy, Aurangabad, Maharashtra Pin-431001, India
| | - Santosh N Mokale
- Y.B. Chavan College of Pharmacy, Aurangabad, Maharashtra Pin-431001, India.
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19
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Menjivar RE, Nwosu ZC, Du W, Donahue KL, Hong HS, Espinoza C, Brown K, Velez-Delgado A, Yan W, Lima F, Bischoff A, Kadiyala P, Salas-Escabillas D, Crawford HC, Bednar F, Carpenter E, Zhang Y, Halbrook CJ, Lyssiotis CA, Pasca di Magliano M. Arginase 1 is a key driver of immune suppression in pancreatic cancer. eLife 2023; 12:e80721. [PMID: 36727849 PMCID: PMC10260021 DOI: 10.7554/elife.80721] [Citation(s) in RCA: 27] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 01/30/2023] [Indexed: 02/03/2023] Open
Abstract
An extensive fibroinflammatory stroma rich in macrophages is a hallmark of pancreatic cancer. In this disease, it is well appreciated that macrophages are immunosuppressive and contribute to the poor response to immunotherapy; however, the mechanisms of immune suppression are complex and not fully understood. Immunosuppressive macrophages are classically defined by the expression of the enzyme Arginase 1 (ARG1), which we demonstrated is potently expressed in pancreatic tumor-associated macrophages from both human patients and mouse models. While routinely used as a polarization marker, ARG1 also catabolizes arginine, an amino acid required for T cell activation and proliferation. To investigate this metabolic function, we used a genetic and a pharmacologic approach to target Arg1 in pancreatic cancer. Genetic inactivation of Arg1 in macrophages, using a dual recombinase genetically engineered mouse model of pancreatic cancer, delayed formation of invasive disease, while increasing CD8+ T cell infiltration. Additionally, Arg1 deletion induced compensatory mechanisms, including Arg1 overexpression in epithelial cells, namely Tuft cells, and Arg2 overexpression in a subset of macrophages. To overcome these compensatory mechanisms, we used a pharmacological approach to inhibit arginase. Treatment of established tumors with the arginase inhibitor CB-1158 exhibited further increased CD8+ T cell infiltration, beyond that seen with the macrophage-specific knockout, and sensitized the tumors to anti-PD1 immune checkpoint blockade. Our data demonstrate that Arg1 drives immune suppression in pancreatic cancer by depleting arginine and inhibiting T cell activation.
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Affiliation(s)
- Rosa E Menjivar
- Cellular and Molecular Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
| | - Zeribe C Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Wenting Du
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
| | - Katelyn L Donahue
- Cancer Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
| | - Hanna S Hong
- Department of Immunology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Carlos Espinoza
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
| | - Kristee Brown
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
| | - Ashley Velez-Delgado
- Department of Cell and Developmental Biology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Wei Yan
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
| | - Fatima Lima
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
| | - Allison Bischoff
- Cancer Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
| | - Padma Kadiyala
- Department of Immunology, University of Michigan-Ann ArborAnn ArborUnited States
| | | | | | - Filip Bednar
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
- Rogel Cancer CenterAnn ArborUnited States
| | - Eileen Carpenter
- Rogel Cancer CenterAnn ArborUnited States
- Department of Internal Medicine, Division of Gastroenterolog, University of Michigan-Ann ArborAnn ArborUnited States
| | - Yaqing Zhang
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
- Rogel Cancer CenterAnn ArborUnited States
| | - Christopher J Halbrook
- Department of Molecular Biology and Biochemistry, University of California, IrvineIrvineUnited States
- Chao Family Comprehensive Cancer Center, University of California, IrvineIrvineUnited States
| | - Costas A Lyssiotis
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
- Cancer Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
- Rogel Cancer CenterAnn ArborUnited States
- Department of Internal Medicine, Division of Gastroenterolog, University of Michigan-Ann ArborAnn ArborUnited States
| | - Marina Pasca di Magliano
- Cellular and Molecular Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
- Cancer Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
- Department of Cell and Developmental Biology, University of Michigan-Ann ArborAnn ArborUnited States
- Henry Ford Pancreatic Cancer CenterDetroitUnited States
- Rogel Cancer CenterAnn ArborUnited States
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20
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Strickler JH, Satake H, George TJ, Yaeger R, Hollebecque A, Garrido-Laguna I, Schuler M, Burns TF, Coveler AL, Falchook GS, Vincent M, Sunakawa Y, Dahan L, Bajor D, Rha SY, Lemech C, Juric D, Rehn M, Ngarmchamnanrith G, Jafarinasabian P, Tran Q, Hong DS. Sotorasib in KRAS p.G12C-Mutated Advanced Pancreatic Cancer. N Engl J Med 2023; 388:33-43. [PMID: 36546651 PMCID: PMC10506456 DOI: 10.1056/nejmoa2208470] [Citation(s) in RCA: 119] [Impact Index Per Article: 119.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND KRAS p.G12C mutation occurs in approximately 1 to 2% of pancreatic cancers. The safety and efficacy of sotorasib, a KRAS G12C inhibitor, in previously treated patients with KRAS p.G12C-mutated pancreatic cancer are unknown. METHODS We conducted a single-group, phase 1-2 trial to assess the safety and efficacy of sotorasib treatment in patients with KRAS p.G12C-mutated pancreatic cancer who had received at least one previous systemic therapy. The primary objective of phase 1 was to assess safety and to identify the recommended dose for phase 2. In phase 2, patients received sotorasib at a dose of 960 mg orally once daily. The primary end point for phase 2 was a centrally confirmed objective response (defined as a complete or partial response). Efficacy end points were assessed in the pooled population from both phases and included objective response, duration of response, time to objective response, disease control (defined as an objective response or stable disease), progression-free survival, and overall survival. Safety was also assessed. RESULTS The pooled population from phases 1 and 2 consisted of 38 patients, all of whom had metastatic disease at enrollment and had previously received chemotherapy. At baseline, patients had received a median of 2 lines (range, 1 to 8) of therapy previously. All 38 patients received sotorasib in the trial. A total of 8 patients had a centrally confirmed objective response (21%; 95% confidence interval [CI], 10 to 37). The median progression-free survival was 4.0 months (95% CI, 2.8 to 5.6), and the median overall survival was 6.9 months (95% CI, 5.0 to 9.1). Treatment-related adverse events of any grade were reported in 16 patients (42%); 6 patients (16%) had grade 3 adverse events. No treatment-related adverse events were fatal or led to treatment discontinuation. CONCLUSIONS Sotorasib showed anticancer activity and had an acceptable safety profile in patients with KRAS p.G12C-mutated advanced pancreatic cancer who had received previous treatment. (Funded by Amgen and others; CodeBreaK 100 ClinicalTrials.gov number, NCT03600883.).
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Affiliation(s)
- John H Strickler
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Hironaga Satake
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Thomas J George
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Rona Yaeger
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Antoine Hollebecque
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Ignacio Garrido-Laguna
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Martin Schuler
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Timothy F Burns
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Andrew L Coveler
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Gerald S Falchook
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Mark Vincent
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Yu Sunakawa
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Laetitia Dahan
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - David Bajor
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Sun-Young Rha
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Charlotte Lemech
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Dejan Juric
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Marko Rehn
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Gataree Ngarmchamnanrith
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Pegah Jafarinasabian
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - Qui Tran
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
| | - David S Hong
- From Duke University Medical Center, Durham, NC (J.H.S.); Kansai Medical University, Shinmachi, Hirakata (H.S.), and St. Marianna University School of Medicine, Kawasaki (Y.S.) - both in Japan; University of Florida, Gainesville (T.J.G.); Memorial Sloan Kettering Cancer Center, New York (R.Y.); Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif (A.H.), and Marseille University Hospital, Marseille (L.D.) - both in France; Huntsman Cancer Institute, University of Utah, Salt Lake City (I.G.-L.); West German Cancer Center, University Hospital Essen, Essen (M.S.); University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh (T.F.B.); Fred Hutchinson Cancer Center, University of Washington, Seattle (A.L.C.); Sarah Cannon Research Institute at HealthONE, Denver (G.S.F.); London Regional Cancer Program, London, ON, Canada (M.V.); University Hospitals Cleveland Medical Center, Cleveland (D.B.); Yonsei Cancer Center, Seoul, South Korea (S.-Y.R.); Scientia Clinical Research and Prince of Wales Clinical School, University of New South Wales, Sydney (C.L.); Massachusetts General Cancer Center, Boston (D.J.); Amgen, Thousand Oaks, CA (M.R., G.N., P.J., Q.T.); and University of Texas M.D. Anderson Cancer Center, Houston (D.S.H.)
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Mouhcine M, Kadil Y, Rahmoune I, Filali H. Exploration of Novel PDEδ Inhibitor Based on Pharmacophore and Molecular Docking against KRAS Mutant in Colorectal Cancer. Curr Drug Discov Technol 2023; 20:e160423215830. [PMID: 37066770 DOI: 10.2174/1570163820666230416152843] [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: 01/03/2023] [Revised: 02/16/2023] [Accepted: 02/21/2023] [Indexed: 04/18/2023]
Abstract
AIM The prenyl-binding protein, phosphodiesterase-δ (PDEδ), is essential for the localization of prenylated KRas to the plasma membrane for its signaling in cancer. INTRODUCTION The general objective of this work was to develop virtually new potential inhibitors of the PDEδ protein that prevent Ras enrichment at the plasma membrane. METHODS All computational molecular modeling studies were performed by Molecular Operating Environment (MOE). In this study, sixteen crystal structures of PDEδ in complex with fifteen different fragment inhibitors were used in the protein-ligand interaction fingerprints (PLIF) study to identify the chemical features responsible for the inhibition of the PDEδ protein. Based on these chemical characteristics, a pharmacophore with representative characteristics was obtained for screening the BindingDB database. Compounds that matched the pharmacophore model were filtered by the Lipinski filter. The ADMET properties of the compounds that passed the Lipinski filter were predicted by the Swiss ADME webserver and by the ProTox-II-Prediction of Toxicity of Chemicals web server. The selected compounds were subjected to a molecular docking study. RESULTS In the PLIF study, it was shown that the fifteen inhibitors formed interactions with residues Met20, Trp32, Ile53, Cys56, Lys57, Arg61, Gln78, Val80, Glu88, Ile109, Ala11, Met117, Met118, Ile129, Thr131, and Tyr149 of the prenyl-binding pocket of PDEδ. Based on these chemical features, a pharmacophore with representative characteristics was composed of three bond acceptors, two hydrophobic elements, and one hydrogen bond donor. When the pharmacophore model was used in the virtual screening of the Binding DB database, 2532 compounds were selected. Then, the 2532 compounds were screened by the Lipinski rule filter. Among the 2532 compounds, two compounds met the Lipinski's rule. Subsequently, a comparison of the ADMET properties and the drug properties of the two compounds was performed. Finally, compound 2 was selected for molecular docking analysis and as a potential inhibitor against PDEδ. CONCLUSION The hit found by the combination of structure-based pharmacophore generation, pharmacophore- based virtual screening, and molecular docking showed interaction with key amino acids in the hydrophobic pocket of PDEδ, leading to the discovery of a novel scaffold as a potential inhibitor of PDEδ.
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Affiliation(s)
- Mohammed Mouhcine
- Laboratory of Pharmacology-Toxicology, Faculty of Medicine and Pharmacy of Casablanca, Hassan II University of Casablanca, Casablanca, Morocco
| | - Youness Kadil
- Laboratory of Pharmacology-Toxicology, Faculty of Medicine and Pharmacy of Casablanca, Hassan II University of Casablanca, Casablanca, Morocco
| | - Imane Rahmoune
- Laboratory of Pharmacology-Toxicology, Faculty of Medicine and Pharmacy of Casablanca, Hassan II University of Casablanca, Casablanca, Morocco
| | - Houda Filali
- Laboratory of Pharmacology-Toxicology, Faculty of Medicine and Pharmacy of Casablanca, Hassan II University of Casablanca, Casablanca, Morocco
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22
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Nishikawa G, Kawada K, Hanada K, Maekawa H, Itatani Y, Miyoshi H, Taketo MM, Obama K. Targeting Asparagine Synthetase in Tumorgenicity Using Patient-Derived Tumor-Initiating Cells. Cells 2022; 11:cells11203273. [PMID: 36291140 PMCID: PMC9600002 DOI: 10.3390/cells11203273] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Revised: 10/13/2022] [Accepted: 10/14/2022] [Indexed: 11/16/2022] Open
Abstract
Reprogramming of energy metabolism is regarded as one of the hallmarks of cancer; in particular, oncogenic RAS has been shown to be a critical regulator of cancer metabolism. Recently, asparagine metabolism has been heavily investigated as a novel target for cancer treatment. For example, Knott et al. showed that asparagine bioavailability governs metastasis in a breast cancer model. Gwinn et al. reported the therapeutic vulnerability of asparagine biosynthesis in KRAS-driven non-small cell lung cancer. We previously reported that KRAS-mutated CRC cells can adapt to glutamine depletion through upregulation of asparagine synthetase (ASNS), an enzyme that synthesizes asparagine from aspartate. In our previous study, we assessed the efficacy of asparagine depletion using human cancer cell lines. In the present study, we evaluated the clinical relevance of asparagine depletion using a novel patient-derived spheroid xenograft (PDSX) mouse model. First, we examined ASNS expression in 38 spheroid lines and found that 12 lines (12/37, 32.4%) displayed high ASNS expression, whereas 26 lines (25/37, 67.6%) showed no ASNS expression. Next, to determine the role of asparagine metabolism in tumor growth, we established ASNS-knockdown spheroid lines using lentiviral short hairpin RNA constructs targeting ASNS. An in vitro cell proliferation assay demonstrated a significant decrease in cell proliferation upon asparagine depletion in the ASNS-knockdown spheroid lines, and this was not observed in the control spheroids lines. In addition, we examined asparagine inhibition with the anti-leukemia drug L-asparaginase (L-Asp) and observed a considerable reduction in cell proliferation at a low concentration (0.1 U/mL) in the ASNS-knockdown spheroid lines, whereas it exhibited limited inhibition of control spheroid lines at the same concentration. Finally, we used the PDSX model to assess the effects of asparagine depletion on tumor growth in vivo. The nude mice injected with ASNS-knockdown or control spheroid lines were administered with L-Asp once a day for 28 days. Surprisingly, in mice injected with ASNS-knockdown spheroids, the administration of L-Asp dramatically inhibited tumor engraftment. On the other hands, in mice injected with control spheroids, the administration of L-Asp had no effect on tumor growth inhibition at all. These results suggest that ASNS inhibition could be critical in targeting asparagine metabolism in cancers.
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Affiliation(s)
- Gen Nishikawa
- Department of Gastrointestinal Surgery, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
- Department of Surgery, Kyoto City Hospital, Kyoto 604-8845, Japan
| | - Kenji Kawada
- Department of Gastrointestinal Surgery, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
- Correspondence: ; Tel.: +81-75-366-7595
| | - Keita Hanada
- Department of Gastrointestinal Surgery, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
- Department of Surgery, Rakuwakai Otowa Hospital, Kyoto 607-8062, Japan
| | - Hisatsugu Maekawa
- Department of Gastrointestinal Surgery, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
| | - Yoshiro Itatani
- Department of Gastrointestinal Surgery, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
| | - Hiroyuki Miyoshi
- Institute for Advancement of Clinical and Translational Science (IACT), Kyoto University Hospital, Kyoto 606-8507, Japan
| | - Makoto Mark Taketo
- Institute for Advancement of Clinical and Translational Science (IACT), Kyoto University Hospital, Kyoto 606-8507, Japan
| | - Kazutaka Obama
- Department of Gastrointestinal Surgery, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
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23
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KRAS-Mutant Non-Small-Cell Lung Cancer: From Past Efforts to Future Challenges. Int J Mol Sci 2022; 23:ijms23169391. [PMID: 36012655 PMCID: PMC9408881 DOI: 10.3390/ijms23169391] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 08/15/2022] [Accepted: 08/16/2022] [Indexed: 12/12/2022] Open
Abstract
KRAS is the most frequently mutated oncogene identified in human cancers. Despite the numerous efforts to develop effective specific inhibitors against KRAS, this molecule has remained "undruggable" for decades. The development of direct KRAS inhibitors, such as sotorasib, the first FDA-approved drug targeting KRAS G12C, or adagrasib, was made possible with the discovery of a small pocket in the binding switch II region of KRAS G12C. However, a new challenge is represented by the necessity to overcome resistance mechanisms to KRAS inhibitors. Another area to be explored is the potential role of co-mutations in the selection of the treatment strategy, particularly in the setting of immune checkpoint inhibitors. The aim of this review was to analyze the state-of-the-art of KRAS mutations in non-small-cell lung cancer by describing the biological structure of KRAS and exploring the clinical relevance of KRAS as a prognostic and predictive biomarker. We reviewed the different treatment approaches, focusing on the novel therapeutic strategies for the treatment of KRAS-mutant lung cancers.
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Wadood A, Ajmal A, Rehman AU. Strategies of targeting KRAS, challenging drug target. Curr Pharm Des 2022; 28:1897-1901. [PMID: 35524675 DOI: 10.2174/1381612828666220506144046] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 03/18/2022] [Indexed: 11/22/2022]
Abstract
In the developed world, cancer is the most common cause of death. Among the 36 human genes of the RAS family, KRAS, NRAS, and HRAS play a prominent role in human cancer. KRAS belongs to the Rassuperfamily of proteins and is a small GTPase signal transduction protein. Among the RAS isoform, KRAS is the dominant mutant that induced approximately 86% of the RAS mutations. The most frequently mutated KRAS isoform is KRAS4B, about 90% of pancreatic cancer, 30-40% of colon cancer, and 15 to 20% of lung cancers are caused by mutations KRAS4B isoform. Liver cancer, bladder cancer, breast cancer, and myeloid leukaemia are also caused by mutations in KRAS but are rare. Currently, no FDA-approved drugs are available for KRAS-driven cancer. As the RAS proteins lack a right pocket accessible to the chemical inhibitors, the cancer-causing mutant proteins are almost identical to their essential wild-type counterparts. Therefore, it was considered undruggable. The structure and function of new insights in RAS have changed this understanding and encouraged the development of many drug candidates. This review provides information about the different strategies of targeting KRAS, a challenging drug target that might be valuable for the scientific community.
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Affiliation(s)
- Abdul Wadood
- Department of Biochemistry, Abdul Wali Khan University Mardan, Mardan 23200, Pakistan
| | - Amar Ajmal
- Department of Biochemistry, Abdul Wali Khan University Mardan, Mardan 23200, Pakistan
| | - Ashfaq Ur Rehman
- Department of Pathophysiology Key Laboratory of Cell differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University, School of Medicine, Shanghai, 20025, China
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25
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Poorebrahim M, Abazari MF, Moradi L, Shahbazi B, Mahmoudi R, Kalhor H, Askari H, Teimoori-Toolabi L. Multi-targeting of K-Ras domains and mutations by peptide and small molecule inhibitors. PLoS Comput Biol 2022; 18:e1009962. [PMID: 35472201 PMCID: PMC9041843 DOI: 10.1371/journal.pcbi.1009962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 02/24/2022] [Indexed: 11/19/2022] Open
Abstract
K-Ras activating mutations are significantly associated with tumor progression and aggressive metastatic behavior in various human cancers including pancreatic cancer. So far, despite a large number of concerted efforts, targeting of mutant-type K-Ras has not been successful. In this regard, we aimed to target this oncogene by a combinational approach consisting of small peptide and small molecule inhibitors. Based on a comprehensive analysis of structural and physicochemical properties of predominantly K-Ras mutants, an anti-cancer peptide library and a small molecule library were screened to simultaneously target oncogenic mutations and functional domains of mutant-type K-Ras located in the P-loop, switch I, and switch II regions. The selected peptide and small molecule showed notable binding affinities to their corresponding binding sites, and hindered the growth of tumor cells carrying K-RasG12D and K-RasG12C mutations. Of note, the expression of K-Ras downstream genes (i.e., CTNNB1, CCND1) was diminished in the treated Kras-positive cells. In conclusion, our combinational platform signifies a new potential for blockade of oncogenic K-Ras and thereby prevention of tumor progression and metastasis. However, further validations are still required regarding the in vitro and in vivo efficacy and safety of this approach. K-Ras activating mutations are associated with tumor progression and aggressive metastatic behavior in cancers. We aimed to target this mutated protein as an oncogene with small peptides and small molecules. The selected peptide and small molecules by computational methods showed notable binding affinities to mutated and oncogenic K-Ras. Also, they hindered the proliferation of pancreatic tumor cells. These compounds diminished the expression of downstream genes to mutant K-Ras too. Our combinatorial approach introduces new candidates for blockade of oncogenic K-Ras which is observed in many types of cancer. The effect of these compounds should be validated by further in vitro and in vivo analysis.
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Affiliation(s)
- Mansour Poorebrahim
- Targeted Tumor Vaccines Group, Clinical Cooperation Unit Applied Tumor Immunity, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mohammad Foad Abazari
- Research Center for Clinical Virology, Tehran University of Medical Sciences, Tehran, Iran
| | - Leila Moradi
- Molecular Medicine Department, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
| | - Behzad Shahbazi
- Molecular Medicine Department, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
| | - Reza Mahmoudi
- Department of Medical Biotechnology, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Hourieh Kalhor
- Cellular and Molecular Research Center, Qom University of Medical Sciences, Qom, Iran
| | - Hassan Askari
- Gastroenterohepatology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ladan Teimoori-Toolabi
- Molecular Medicine Department, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
- * E-mail:
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26
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Small-Molecule RAS Inhibitors as Anticancer Agents: Discovery, Development, and Mechanistic Studies. Int J Mol Sci 2022; 23:ijms23073706. [PMID: 35409064 PMCID: PMC8999084 DOI: 10.3390/ijms23073706] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 03/21/2022] [Accepted: 03/24/2022] [Indexed: 12/11/2022] Open
Abstract
Mutations of RAS oncogenes are responsible for about 30% of all human cancer types, including pancreatic, lung, and colorectal cancers. While KRAS1 is a pseudogene, mutation of KRAS2 (commonly known as KRAS oncogene) is directly or indirectly associated with human cancers. Among the RAS family, KRAS is the most abundant oncogene related to uncontrolled cellular proliferation to generate solid tumors in many types of cancer such as pancreatic carcinoma (over 80%), colon carcinoma (40-50%), lung carcinoma (30-50%), and other types of cancer. Once described as 'undruggable', RAS proteins have become 'druggable', at least to a certain extent, due to the continuous efforts made during the past four decades. In this account, we discuss the chemistry and biology (wherever available) of the small-molecule inhibitors (synthetic, semi-synthetic, and natural) of KRAS proteins that were published in the past decades. Commercial drugs, as well as investigational molecules from preliminary stages to clinical trials, are categorized and discussed in this study. In summary, this study presents an in-depth discussion of RAS proteins, classifies the RAS superfamily, and describes the molecular mechanism of small-molecule RAS inhibitors.
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Xu Q, Zhang G, Liu Q, Li S, Zhang Y. Inhibitors of the GTPase KRASG12C in cancer: a patent review (2019-2021). Expert Opin Ther Pat 2022; 32:475-505. [PMID: 35062845 DOI: 10.1080/13543776.2022.2032648] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Qifu Xu
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, 44 West Wenhua Road, Ji’nan, Shandong, 250012, PR China
| | - Guozhen Zhang
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, 44 West Wenhua Road, Ji’nan, Shandong, 250012, PR China
| | - Qian Liu
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, 44 West Wenhua Road, Ji’nan, Shandong, 250012, PR China
| | - Shunda Li
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, 44 West Wenhua Road, Ji’nan, Shandong, 250012, PR China
| | - Yingjie Zhang
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, 44 West Wenhua Road, Ji’nan, Shandong, 250012, PR China
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28
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Ilter M, Kasmer R, Jalalypour F, Atilgan C, Topcu O, Karakas N, Sensoy O. Inhibition of mutant RAS-RAF interaction by mimicking structural and dynamic properties of phosphorylated RAS. eLife 2022; 11:79747. [PMID: 36458814 PMCID: PMC9762712 DOI: 10.7554/elife.79747] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 11/30/2022] [Indexed: 12/03/2022] Open
Abstract
Undruggability of RAS proteins has necessitated alternative strategies for the development of effective inhibitors. In this respect, phosphorylation has recently come into prominence as this reversible post-translational modification attenuates sensitivity of RAS towards RAF. As such, in this study, we set out to unveil the impact of phosphorylation on dynamics of HRASWT and aim to invoke similar behavior in HRASG12D mutant by means of small therapeutic molecules. To this end, we performed molecular dynamics (MD) simulations using phosphorylated HRAS and showed that phosphorylation of Y32 distorted Switch I, hence the RAS/RAF interface. Consequently, we targeted Switch I in HRASG12D by means of approved therapeutic molecules and showed that the ligands enabled detachment of Switch I from the nucleotide-binding pocket. Moreover, we demonstrated that displacement of Switch I from the nucleotide-binding pocket was energetically more favorable in the presence of the ligand. Importantly, we verified computational findings in vitro where HRASG12D/RAF interaction was prevented by the ligand in HEK293T cells that expressed HRASG12D mutant protein. Therefore, these findings suggest that targeting Switch I, hence making Y32 accessible might open up new avenues in future drug discovery strategies that target mutant RAS proteins.
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Affiliation(s)
- Metehan Ilter
- Graduate School of Engineering and Natural Sciences, Istanbul Medipol UniversityIstanbulTurkey
| | - Ramazan Kasmer
- Medical Biology and Genetics Program, Graduate School for Health Sciences, Istanbul Medipol UniversityIstanbulTurkey,Cancer Research Center, Institute for Health Sciences and Technologies (SABITA), Istanbul Medipol UniversityIstanbulTurkey
| | - Farzaneh Jalalypour
- Faculty of Engineering and Natural Sciences, Sabanci UniversityIstanbulTurkey
| | - Canan Atilgan
- Faculty of Engineering and Natural Sciences, Sabanci UniversityIstanbulTurkey
| | - Ozan Topcu
- Medical Biology and Genetics Program, Graduate School for Health Sciences, Istanbul Medipol UniversityIstanbulTurkey
| | - Nihal Karakas
- Medical Biology and Genetics Program, Graduate School for Health Sciences, Istanbul Medipol UniversityIstanbulTurkey,Department of Medical Biology, International School of Medicine, Istanbul Medipol UniversityIstanbulTurkey
| | - Ozge Sensoy
- Department of Computer Engineering, School of Engineering and Natural Sciences, Istanbul Medipol UniversityIstanbulTurkey,Regenerative and Restorative Medicine Research Center (REMER), Institute for Health Sciences and Technologies (SABITA), Istanbul Medipol UniversityIstanbulTurkey
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Emerging trends of therapy related myeloid neoplasms following modern cancer therapeutics in the United States. Sci Rep 2021; 11:23284. [PMID: 34857802 PMCID: PMC8639740 DOI: 10.1038/s41598-021-02497-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 11/17/2021] [Indexed: 12/24/2022] Open
Abstract
Clonal hematopoiesis (CH) is a risk factor for the development of therapy-related myelodysplastic syndromes (tMDS) and acute myeloid leukemia (tAML). Adoption of targeted-immunotherapeutics since 2011, may alter the risk of CH progression to tMDS/AML. To study this, we evaluated risk of tMDS and tAML in 667 588 ≥ 1-year survivors of non-small cell lung cancer (NSCLC), renal cell carcinoma (RCC), melanoma and multiple-myeloma (MM) diagnosed during: 2000–2005, 2006–2010 and 2011–2016. The risk of tMDS increased significantly after NSCLC across all time periods (Ptrend = 0.002) while tAML risk decreased from 2006–2010 to 2011–2016, coinciding with increasing use of non-chemotherapeutic agents. tAML risk after RCC decreased (Ptrend = 0.007) whereas tMDS risk did not significantly change over time. After melanoma, tMDS and tAML risks were similar to the general population. tMDS and tAML risk after MM increased from the first to second time-period, however, only risk of tMDS decreased during last period. We report diverging trends in the risk of tAML and tMDS after adoption of modern cancer therapies for specific cancers. It is imperative to further explore impact of contemporary treatment strategies on clonal evolution. Modern treatments via their discrete mechanism of actions on pre-existing CH may alter the risk of subsequent tMDS and tAML.
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Tawfeeq N, Jin Y, Lamango NS. Synthetic Optimization and MAPK Pathway Activation Anticancer Mechanism of Polyisoprenylated Cysteinyl Amide Inhibitors. Cancers (Basel) 2021; 13:cancers13225757. [PMID: 34830912 PMCID: PMC8616522 DOI: 10.3390/cancers13225757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 11/14/2021] [Accepted: 11/15/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary RAS G-protein genes are frequently mutated and drive the progression of about 30% of human cancers. Polyisoprenylated cysteinyl amide inhibitors (PCAIs) offer a novel approach to address the decades-long anti-RAS drug development challenge. This manuscript reports on the continuous development of the PCAIs and their anticancer molecular mechanisms that involve strong activation of MAP kinase pathway enzymes. Abstract Abnormalities of the MAPK pathway play vital roles in cancer initiation and progression. RAS GTPases that are key upstream mediators of the pathway are mutated in 30% of human cancers. Polyisoprenylated cysteinyl amide inhibitors (PCAIs) were designed as potential targeted therapies against the RAS-driven cancers. The current study reports on the optimization of the PCAIs and the determination of their mechanisms of action in KRAS-mutant cancer cells. They display ClogP values ranging from 3.01 to 6.35, suppressing the viabilities of KRAS-mutant MDA-MB-231, A549, MIA PaCa-2, and NCI-H1299 cells in 2D and 3D cultures with EC50 values of 2.2 to 6.8, 2.2 to 7.6, 2.3 to 6.5 and 5.0 to 14 µM, respectively. When A549 cells were treated with the PCAIs, NSL-YHJ-2-27, for 48 h, no significant difference was observed in the levels of total or phosphorylated B- and C-Raf proteins. However, at 5 µM, it stimulated the phosphorylation of MEK1/2, ERK1/2, and p90RSK by 84%, 59%, and 160%, respectively, relative to controls. A non-farnesylated analog, NSL-YHJ-2-62, did not elicit similar effects. These data reveal that effects on the RAS-MAPK signaling axis most likely contribute to the anticancer effects of the PCAIs, possibly through the proapoptotic isoforms of p90RSK. The PCAIs may thus have the potential to serve the unmet therapeutic needs of patients with aberrant hyperactive G-protein signaling.
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Hendifar A, Blais EM, Wolpin B, Subbiah V, Collisson E, Singh I, Cannon T, Shaw K, Petricoin EF, Klempner S, Lyons E, Wang-Gillam A, Pishvaian MJ, O'Reilly EM. Retrospective Case Series Analysis of RAF Family Alterations in Pancreatic Cancer: Real-World Outcomes From Targeted and Standard Therapies. JCO Precis Oncol 2021; 5:PO.20.00494. [PMID: 34476331 PMCID: PMC8407652 DOI: 10.1200/po.20.00494] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 06/14/2021] [Accepted: 07/23/2021] [Indexed: 12/19/2022] Open
Abstract
PURPOSE In pancreatic cancer (PC), the RAF family alterations define a rare subset of patients that may predict response to inhibition of the BRAF/MEK/ERK signaling pathway. A comprehensive understanding of the molecular and clinical characteristics of RAF-mutated PC may support future development of RAF-directed strategies. METHODS Clinical outcomes were assessed across a multi-institutional case series of 81 patients with RAF family-mutated PC. Mutational subgroups were defined on the basis of RAF alteration hotspots and therapeutic implications. RESULTS The frequency of RAF alterations in PC was 2.2% (84 of 3,781) within a prevalence cohort derived from large molecular databases where BRAF V600E (Exon 15), BRAF ΔNVTAP (Exon 11), and SND1-BRAF fusions were the most common variants. In our retrospective case series, we identified 17 of 81 (21.0%) molecular profiles with a BRAF V600/Exon 15 mutation without any confounding drivers, 25 of 81 (30.9%) with BRAF or RAF1 fusions, and 18 of 81 (22.2%) with Exon 11 mutations. The remaining 21 of 81 (25.9%) profiles had atypical RAF variants and/or multiple oncogenic drivers. Clinical benefit from BRAF/MEK/ERK inhibitors was observed in 3 of 3 subjects within the V600 subgroup (two partial responses), 4 of 6 with fusions (two partial responses), 2 of 6 with Exon 11 mutations (one partial response), and 0 of 3 with confounding drivers. Outcomes analyses also suggested a trend favoring fluorouracil-based regimens over gemcitabine/nab-paclitaxel within the fusion subgroup (P = .027). CONCLUSION Prospective evaluation of RAF-directed therapies is warranted in RAF-mutated PC; however, differential responses to targeted agents or standard regimens for each mutational subgroup should be a consideration when designing clinical trials. In KRAS wild-type PDAC, certain RAF alterations predict benefit from map-kinase targeted therapy![]()
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Affiliation(s)
| | | | - Brian Wolpin
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Vivek Subbiah
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Eric Collisson
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
| | - Isha Singh
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Kenna Shaw
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Samuel Klempner
- Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Emily Lyons
- Pancreatic Cancer Action Network, Manhattan Beach, CA
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Bannoura SF, Uddin MH, Nagasaka M, Fazili F, Al-Hallak MN, Philip PA, El-Rayes B, Azmi AS. Targeting KRAS in pancreatic cancer: new drugs on the horizon. Cancer Metastasis Rev 2021; 40:819-835. [PMID: 34499267 PMCID: PMC8556325 DOI: 10.1007/s10555-021-09990-2] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 08/27/2021] [Indexed: 02/07/2023]
Abstract
Kirsten Rat Sarcoma (KRAS) is a master oncogene involved in cellular proliferation and survival and is the most commonly mutated oncogene in all cancers. Activating KRAS mutations are present in over 90% of pancreatic ductal adenocarcinoma (PDAC) cases and are implicated in tumor initiation and progression. Although KRAS is a critical oncogene, and therefore an important therapeutic target, its therapeutic inhibition has been very challenging, and only recently specific mutant KRAS inhibitors have been discovered. In this review, we discuss the activation of KRAS signaling and the role of mutant KRAS in PDAC development. KRAS has long been considered undruggable, and many drug discovery efforts which focused on indirect targeting have been unsuccessful. We discuss the various efforts for therapeutic targeting of KRAS. Further, we explore the reasons behind these obstacles, novel successful approaches to target mutant KRAS including G12C mutation as well as the mechanisms of resistance.
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Affiliation(s)
- Sahar F Bannoura
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Md Hafiz Uddin
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Misako Nagasaka
- Division of Hematology/Oncology, Department of Medicine, UCI Health, Orange, CA, 92868, USA
| | - Farzeen Fazili
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Mohammed Najeeb Al-Hallak
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Philip A Philip
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Bassel El-Rayes
- Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
| | - Asfar S Azmi
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA.
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RAS GTPase signalling to alternative effector pathways. Biochem Soc Trans 2021; 48:2241-2252. [PMID: 33125484 DOI: 10.1042/bst20200506] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 09/21/2020] [Accepted: 09/23/2020] [Indexed: 02/07/2023]
Abstract
RAS GTPases are fundamental regulators of development and drivers of an extraordinary number of human cancers. RAS oncoproteins constitutively signal through downstream effector proteins, triggering cancer initiation, progression and metastasis. In the absence of targeted therapeutics to mutant RAS itself, inhibitors of downstream pathways controlled by the effector kinases RAF and PI3K have become tools in the treatment of RAS-driven tumours. Unfortunately, the efficacy of this approach has been greatly minimized by the prevalence of acquired drug resistance. Decades of research have established that RAS signalling is highly complex, and in addition to RAF and PI3K these small GTPase proteins can interact with an array of alternative effectors that feature RAS binding domains. The consequence of RAS binding to these effectors remains relatively unexplored, but these pathways may provide targets for combinatorial therapeutics. We discuss here three candidate alternative effectors: RALGEFs, RASSF5 and AFDN, detailing their interaction with RAS GTPases and their biological significance. The metastatic nature of RAS-driven cancers suggests more attention should be granted to these alternate pathways, as they are highly implicated in the regulation of cell adhesion, polarity, cell size and cytoskeletal architecture.
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Osaka N, Hirota Y, Ito D, Ikeda Y, Kamata R, Fujii Y, Chirasani VR, Campbell SL, Takeuchi K, Senda T, Sasaki AT. Divergent Mechanisms Activating RAS and Small GTPases Through Post-translational Modification. Front Mol Biosci 2021; 8:707439. [PMID: 34307463 PMCID: PMC8295990 DOI: 10.3389/fmolb.2021.707439] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 06/22/2021] [Indexed: 12/12/2022] Open
Abstract
RAS is a founding member of the RAS superfamily of GTPases. These small 21 kDa proteins function as molecular switches to initialize signaling cascades involved in various cellular processes, including gene expression, cell growth, and differentiation. RAS is activated by GTP loading and deactivated upon GTP hydrolysis to GDP. Guanine nucleotide exchange factors (GEFs) and GTPase-activating proteins (GAPs) accelerate GTP loading and hydrolysis, respectively. These accessory proteins play a fundamental role in regulating activities of RAS superfamily small GTPase via a conserved guanine binding (G)-domain, which consists of five G motifs. The Switch regions lie within or proximal to the G2 and G3 motifs, and undergo dynamic conformational changes between the GDP-bound "OFF" state and GTP-bound "ON" state. They play an important role in the recognition of regulatory factors (GEFs and GAPs) and effectors. The G4 and G5 motifs are the focus of the present work and lie outside Switch regions. These motifs are responsible for the recognition of the guanine moiety in GTP and GDP, and contain residues that undergo post-translational modifications that underlie new mechanisms of RAS regulation. Post-translational modification within the G4 and G5 motifs activates RAS by populating the GTP-bound "ON" state, either through enhancement of intrinsic guanine nucleotide exchange or impairing GAP-mediated down-regulation. Here, we provide a comprehensive review of post-translational modifications in the RAS G4 and G5 motifs, and describe the role of these modifications in RAS activation as well as potential applications for cancer therapy.
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Affiliation(s)
- Natsuki Osaka
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan
| | - Yoshihisa Hirota
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Department of Bioscience and Engineering, College of Systems Engineering and Science, Shibaura Institute of Technology, Saitama, Japan
| | - Doshun Ito
- Structural Biology Research Center, Institute of Materials Structure Science, High Energy Accelerator Research Organization (KEK), Tsukuba, Japan
- Faculty of Environment and Information Studies, Keio University, Fujisawa, Japan
| | - Yoshiki Ikeda
- Department of Molecular Genetics, Institute of Biomedical Science, Kansai Medical University, Osaka, Japan
| | - Ryo Kamata
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan
| | - Yuki Fujii
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Graduate School of Science, Osaka City University, Osaka, Japan
| | - Venkat R. Chirasani
- Department of Biochemistry and Biophysics and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Sharon L. Campbell
- Department of Biochemistry and Biophysics and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Koh Takeuchi
- Cellular and Molecular Biotechnology Research Institute, National Institute of Advanced Science and Technology, Tokyo, Japan
| | - Toshiya Senda
- Structural Biology Research Center, Institute of Materials Structure Science, High Energy Accelerator Research Organization (KEK), Tsukuba, Japan
- Department of Accelerator Science, School of High Energy Accelerator Science, SOKENDAI (The Graduate University for Advanced Studies), Tsukuba, Japan
- Faculty of Pure and Applied Sciences, University of Tsukuba, Tsukuba, Japan
| | - Atsuo T. Sasaki
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Department of Cancer Biology, University of Cincinnati College of Medicine, Columbus, OH, United States
- Department of Neurosurgery, Brain Tumor Center at UC Gardner Neuroscience Institute, Cincinnati, OH, United States
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Abstract
KRAS mutations are the most frequent gain-of-function alterations in patients with lung adenocarcinoma (LADC) in the Western world. Although they have been identified decades ago, prior efforts to target KRAS signaling with single-agent therapeutic approaches such as farnesyl transferase inhibitors, prenylation inhibition, impairment of KRAS downstream signaling, and synthetic lethality screens have been unsuccessful. Moreover, the role of KRAS oncogene in LADC is still not fully understood, and its prognostic and predictive impact with regards to the standard of care therapy remains controversial. Of note, KRAS-related studies that included general non-small cell lung cancer (NSCLC) population instead of LADC patients should be very carefully evaluated. Recently, however, comprehensive genomic profiling and wide-spectrum analysis of other co-occurring genetic alterations have identified unique therapeutic vulnerabilities. Novel targeted agents such as the covalent KRAS G12C inhibitors or the recently proposed combinatory approaches are some examples which may allow a tailored treatment for LADC patients harboring KRAS mutations. This review summarizes the current knowledge about the therapeutic approaches of KRAS-mutated LADC and provides an update on the most recent advances in KRAS-targeted anti-cancer strategies, with a focus on potential clinical implications.
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Reck M, Carbone DP, Garassino M, Barlesi F. Targeting KRAS in non-small-cell lung cancer: recent progress and new approaches. Ann Oncol 2021; 32:1101-1110. [PMID: 34089836 DOI: 10.1016/j.annonc.2021.06.001] [Citation(s) in RCA: 140] [Impact Index Per Article: 46.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 05/18/2021] [Accepted: 06/01/2021] [Indexed: 02/07/2023] Open
Abstract
Rat sarcoma (RAS) is the most frequently mutated oncogene in human cancer, with Kirsten rat sarcoma (KRAS) being the most commonly mutated RAS isoform. Overall, KRAS accounts for 85% of RAS mutations observed in human cancers and is present in 35% of lung adenocarcinomas (LUADs). While the use of targeted therapies and immune checkpoint inhibitors (CPIs) has drastically changed the treatment landscape of advanced non-small-cell lung cancer (NSCLC) in recent years, historic attempts to target KRAS (both direct and indirect approaches) have had little success, and no KRAS-specific targeted therapies have been approved to date for patients in this molecular subset of NSCLC. With the discovery by Ostrem, Shokat, and colleagues of the switch II pocket on the surface of the active and inactive forms of KRAS, we now have an improved understanding of the complex interactions involved in the RAS family of signaling proteins which has led to the development of a number of promising direct KRASG12C inhibitors, such as sotorasib and adagrasib. In previously treated patients with KRASG12C-mutant NSCLC, clinical activity has been shown for both sotorasib and adagrasib monotherapy; these data suggest promising new treatment options are on the horizon. With the stage now set for a new era in the treatment of KRASG12C-mutated NSCLC, many questions remain to be answered in order to further elucidate the mechanisms of resistance, how best to use combination strategies, and if KRASG12C inhibitors will have suitable activity in earlier lines of therapy for patients with advanced/metastatic NSCLC.
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Affiliation(s)
- M Reck
- Department of Thoracic Oncology, Lung Clinic Grosshansdorf, Airway Research Center North, German Center for Lung Research, Grosshansdorf, Germany.
| | - D P Carbone
- James Thoracic Oncology Center, The Ohio State University, Columbus, USA
| | - M Garassino
- Department of Medicine, Section Hematology Oncology; The University of Chicago, Chicago, USA
| | - F Barlesi
- Aix Marseille University, Marseille, France; Gustave Roussy Cancer Campus, Villejuif, France
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Lee JE, Kang YW, Jung KH, Son MK, Shin SM, Kim JS, Kim SJ, Fang Z, Yan HH, Park JH, Yoon YC, Han B, Cheon MJ, Woo MG, Seo MS, Lim JH, Kim YS, Hong SS. Intracellular KRAS-specific antibody enhances the anti-tumor efficacy of gemcitabine in pancreatic cancer by inducing endosomal escape. Cancer Lett 2021; 507:97-111. [PMID: 33744388 DOI: 10.1016/j.canlet.2021.03.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 02/16/2021] [Accepted: 03/11/2021] [Indexed: 02/07/2023]
Abstract
KRAS mutation is associated with the progression and growth of pancreatic cancer and contributes to chemo-resistance, which poses a significant clinical challenge in pancreatic cancer. Here, we developed a RT22-ep59 antibody (Ab) that directly targets the intracellularly activated GTP-bound form of oncogenic KRAS mutants after it is internalized into cytosol by endocytosis through tumor-associated receptor of extracellular epithelial cell adhesion molecule (EpCAM) and investigated its synergistic anticancer effects in the presence of gemcitabine in pancreatic cancer. We first observed that RT22-ep59 specifically recognized tumor-associated EpCAM and reached the cytosol by endosomal escape. In addition, the anticancer effect of RT22-ep59 was observed in the high-EpCAM-expressing pancreatic cancer cells and gemcitabine-resistant pancreatic cancer cells, but it had little effect on the low-EpCAM-expressing pancreatic cancer cells. Additionally, co-treatment with RT22-ep59 and gemcitabine synergistically inhibited cell viability, migration, and invasion in 3D-cultures and exhibited synergistic anticancer activity by inhibiting the RAF/ERK or PI3K/AKT pathways in cells with high-EpCAM expression. In an orthotopic mouse model, combined administration of RT22-ep59 and gemcitabine significantly inhibited tumor growth. Furthermore, the co-treatment suppressed cancer metastasis by blocking EMT signaling in vitro and in vivo. Our results demonstrated that RT22-ep59 synergistically increased the antitumor activity of gemcitabine by inhibiting RAS signaling by specifically targeting KRAS. This indicates that co-treatment with RT22-ep59 and gemcitabine might be considered a potential therapeutic strategy for pancreatic cancer patients harboring KRAS mutation.
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Affiliation(s)
- Ji Eun Lee
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Yeo Wool Kang
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Kyung Hee Jung
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Mi Kwon Son
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Seung-Min Shin
- Department of Molecular Science and Technology, Ajou University, Suwon, 16499, Republic of Korea
| | - Ji-Sun Kim
- Department of Molecular Science and Technology, Ajou University, Suwon, 16499, Republic of Korea
| | - Soo Jung Kim
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Zhenghuan Fang
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Hong Hua Yan
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Jung Hee Park
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Young-Chan Yoon
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Boreum Han
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Min Ji Cheon
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Min Gyu Woo
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Myung Sung Seo
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Joo Han Lim
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea
| | - Yong-Sung Kim
- Department of Molecular Science and Technology, Ajou University, Suwon, 16499, Republic of Korea.
| | - Soon-Sun Hong
- Department of Medicine, College of Medicine and Program in Biomedical Science & Engineering, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon, 400-712, Republic of Korea.
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UGT1A1 Polymorphism for Irinotecan Dose Escalation in Patients with BRAF-Mutated Metastatic Colorectal Cancer Treated with First-Line Bevacizumab and FOLFIRI. JOURNAL OF ONCOLOGY 2021; 2021:6686517. [PMID: 33777142 PMCID: PMC7972843 DOI: 10.1155/2021/6686517] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Revised: 02/12/2021] [Accepted: 02/25/2021] [Indexed: 12/22/2022]
Abstract
Background Patients with metastatic colorectal cancer (mCRC) and BRAF V600E mutation have a poor prognosis, with a median progression-free survival (PFS) of only 5–7 months after initial therapy. The current standard first-line chemotherapy for these patients includes FOLFOX or FOLFIRI plus bevacizumab. In this study, we explored the effects and oncological outcomes of UGT1A1 polymorphism for irinotecan escalation in patients with BRAF-mutated mCRC. Patients and Methods. This retrospective study included 17 patients with BRAF-mutated mCRC between April 2016 and December 2019. UGT1A1 genotyping was performed on all patients prior to initiating bevacizumab plus FOLFIRI chemotherapy. The primary endpoint was PFS, and the secondary endpoints were toxicity, response rate, disease control rate, and overall survival (OS). Results Fifteen and two patients had UGT1A1 1∗/1∗ and 1∗/28∗, respectively. Eight underwent irinotecan dose escalation with tolerable adverse effects (AEs), and nine maintained an irinotecan dose of 180 mg/m2 or required deescalation to 150 mg/m2 due to intolerable AEs. After a median follow-up period of 15.7 (range, 3–54) months, the median PFS and OS were 9.4 and 15.7 months, respectively. Grade 3/4 AEs were observed in three (6%) patients. The disease control and partial response rates were 64.7% and 11.8%, respectively, indicating that most patients (14, 82.3%) could maintain this as a first-line line therapy with stable disease or proceed to second-line therapy if disease progression occurred, thereby maintaining acceptable performance status. Conclusions The oncological outcomes of patients with BRAF-mutated mCRC treated using FOLFIRI plus bevacizumab with irinotecan dose escalation as a first-line therapy are acceptable with tolerable AEs; this may be a feasible treatment option in such patients. Pretherapeutic UGT1A1 genotyping-guided dose adjustment can achieve favorable outcomes.
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Hahn WC, Bader JS, Braun TP, Califano A, Clemons PA, Druker BJ, Ewald AJ, Fu H, Jagu S, Kemp CJ, Kim W, Kuo CJ, McManus M, B Mills G, Mo X, Sahni N, Schreiber SL, Talamas JA, Tamayo P, Tyner JW, Wagner BK, Weiss WA, Gerhard DS. An expanded universe of cancer targets. Cell 2021; 184:1142-1155. [PMID: 33667368 PMCID: PMC8066437 DOI: 10.1016/j.cell.2021.02.020] [Citation(s) in RCA: 108] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 01/05/2021] [Accepted: 02/05/2021] [Indexed: 12/15/2022]
Abstract
The characterization of cancer genomes has provided insight into somatically altered genes across tumors, transformed our understanding of cancer biology, and enabled tailoring of therapeutic strategies. However, the function of most cancer alleles remains mysterious, and many cancer features transcend their genomes. Consequently, tumor genomic characterization does not influence therapy for most patients. Approaches to understand the function and circuitry of cancer genes provide complementary approaches to elucidate both oncogene and non-oncogene dependencies. Emerging work indicates that the diversity of therapeutic targets engendered by non-oncogene dependencies is much larger than the list of recurrently mutated genes. Here we describe a framework for this expanded list of cancer targets, providing novel opportunities for clinical translation.
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Affiliation(s)
- William C Hahn
- Dana-Farber Cancer Institute, Department of Medical Oncology, 450 Brookline Avenue, Boston, MA, USA.
| | - Joel S Bader
- Department of Biomedical Engineering and Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Theodore P Braun
- Knight Cancer Institute and Division of Hematology and Medical Oncology, Oregon Health & Science University, Portland, OR, USA
| | - Andrea Califano
- Department of Systems Biology, Biomedical Informatics, Biochemistry and Molecular Biophysics, and Medicine, Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA
| | | | - Brian J Druker
- Knight Cancer Institute and Division of Hematology and Medical Oncology, Oregon Health & Science University, Portland, OR, USA
| | - Andrew J Ewald
- Department of Cell Biology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Haian Fu
- Department of Pharmacology and Chemical Biology, Emory Chemical Biology Discovery Center, and Winship Cancer Institute, Emory University, Atlanta, GA 30322, USA
| | - Subhashini Jagu
- Office of Cancer Genomics, Center for Cancer Genomics, National Cancer Institute, NIH, Bethesda, MD, USA
| | - Christopher J Kemp
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - William Kim
- Moores Cancer Center, Center for Novel Therapeutics and Department of Medicine, UC San Diego, La Jolla, CA, USA
| | - Calvin J Kuo
- Hematology Division, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael McManus
- Department of Microbiology and Immunology, UCSF Diabetes Center, and Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
| | - Gordon B Mills
- Department of Cell, Development and Cancer Biology, Knight Cancer Institute, Oregon Health and Sciences University, Portland, OR, USA
| | - Xiulei Mo
- Department of Pharmacology and Chemical Biology, Emory Chemical Biology Discovery Center, and Winship Cancer Institute, Emory University, Atlanta, GA 30322, USA
| | - Nidhi Sahni
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Smithville, TX, USA
| | | | - Jessica A Talamas
- Dana-Farber Cancer Institute, Department of Medical Oncology, 450 Brookline Avenue, Boston, MA, USA
| | - Pablo Tamayo
- Moores Cancer Center, Center for Novel Therapeutics and Department of Medicine, UC San Diego, La Jolla, CA, USA
| | - Jeffrey W Tyner
- Knight Cancer Institute, Oregon Health & Science University and Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR, USA
| | | | - William A Weiss
- Departments of Neurology, Neurological Surgery, Pediatrics, and Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
| | - Daniela S Gerhard
- Office of Cancer Genomics, Center for Cancer Genomics, National Cancer Institute, NIH, Bethesda, MD, USA
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Ling Y, Liu J, Qian J, Meng C, Guo J, Gao W, Xiong B, Ling C, Zhang Y. Recent Advances in Multi-target Drugs Targeting Protein Kinases and Histone Deacetylases in Cancer Therapy. Curr Med Chem 2021; 27:7264-7288. [PMID: 31894740 DOI: 10.2174/0929867327666200102115720] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 08/12/2019] [Accepted: 10/12/2019] [Indexed: 02/06/2023]
Abstract
Protein Kinase Inhibitors (PKIs) and Histone Deacetylase Inhibitors (HDACIs) are two important classes of anticancer agents and have provided a variety of small molecule drugs for the treatment of various types of human cancers. However, malignant tumors are of a multifactorial nature that can hardly be "cured" by targeting a single target, and treatment of cancers hence requires modulation of multiple biological targets to restore the physiological balance and generate sufficient therapeutic efficacy. Multi-target drugs have attracted great interest because of their advantages in the treatment of complex cancers by simultaneously targeting multiple signaling pathways and possibly leading to synergistic effects. Synergistic effects have been observed in the combination of kinase inhibitors, such as imatinib, dasatinib, or sorafenib, with an array of HDACIs including vorinostat, romidepsin, or panobinostat. A considerable number of multi-target agents based on PKIs and HDACIs have been developed. In this review, we summarize the recent literature on the development of multi-target kinase-HDAC inhibitors and provide our view on the challenges and future directions on this topic.
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Affiliation(s)
- Yong Ling
- School of Pharmacy and Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
| | - Ji Liu
- School of Pharmacy and Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
| | - Jianqiang Qian
- School of Pharmacy and Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
| | - Chi Meng
- School of Pharmacy and Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
| | - Jing Guo
- School of Pharmacy and Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
| | - Weijie Gao
- School of Pharmacy and Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
| | - Biao Xiong
- School of Pharmacy and Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
| | - Changchun Ling
- The Affiliated Hospital of Nantong University, Nantong University, Nantong 226001, China
| | - Yanan Zhang
- School of Pharmacy and Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
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Xing F, Zhao D, Wu SY, Tyagi A, Wu K, Sharma S, Liu Y, Deshpande R, Wang Y, Cleary J, Miller LD, Chittiboyina AG, Yalamanchili C, Mo YY, Watabe K. Epigenetic and Posttranscriptional Modulation of SOS1 Can Promote Breast Cancer Metastasis through Obesity-Activated c-Met Signaling in African-American Women. Cancer Res 2021; 81:3008-3021. [PMID: 33446575 DOI: 10.1158/0008-5472.can-19-4031] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 07/28/2020] [Accepted: 01/07/2021] [Indexed: 11/16/2022]
Abstract
Ethnicity is considered to be one of the major risk factors in certain subtypes of breast cancer. However, the mechanism of this racial disparity remains poorly understood. Here, we demonstrate that SOS1, a key regulator of Ras pathway, is highly expressed in African-American (AA) patients with breast cancer compared with Caucasian-American patients. Because of the higher obesity rate in AA women, increased levels of SOS1 facilitated signal transduction of the c-Met pathway, which was highly activated in AA patients with breast cancer via hepatocyte growth factor secreted from adipocytes. Elevated expression of SOS1 also enhanced cancer stemness through upregulation of PTTG1 and promoted M2 polarization of macrophages by CCL2 in metastatic sites. SOS1 was epigenetically regulated by a super-enhancer identified by H3K27ac in AA patients. Knockout of the super-enhancer by CRISPR in AA cell lines significantly reduced SOS1 expression. Furthermore, SOS1 was posttranscriptionally regulated by miR-483 whose expression is reduced in AA patients through histone trimethylation (H3K27me3) on its promoter. The natural compound, taxifolin, suppressed signaling transduction of SOS1 by blocking the interaction between SOS1 and Grb2, suggesting a potential utility of this compound as a therapeutic agent for AA patients with breast cancer. SIGNIFICANCE: These findings elucidate the signaling network of SOS1-mediated metastasis in African-American patients, from the epigenetic upregulation of SOS1 to the identification of taxifolin as a potential therapeutic strategy against SOS1-driven tumor progression.
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Affiliation(s)
- Fei Xing
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina.
| | - Dan Zhao
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Shih-Ying Wu
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Abhishek Tyagi
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Kerui Wu
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Sambad Sharma
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Yin Liu
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Ravindra Deshpande
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Yuezhu Wang
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Jacob Cleary
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Lance D Miller
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Amar G Chittiboyina
- National Center for Natural Products Research, School of Pharmacy, The University of Mississippi, Oxford, Mississippi
| | - Chinni Yalamanchili
- National Center for Natural Products Research, School of Pharmacy, The University of Mississippi, Oxford, Mississippi
| | - Yin-Yuan Mo
- Cancer Institute, University of Mississippi Medical Center, Jackson, Mississippi
| | - Kounosuke Watabe
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina.
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Kolahi M, Saremi S, Tabandeh M, Hashemitabar M. Induction of apoptosis and suppression of Ras gene expression in MCF human breast cancer cells. J Cancer Res Ther 2021; 18:1052-1060. [DOI: 10.4103/jcrt.jcrt_624_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Abstract
Ras proteins mediate extracellular and cytoplasmic signaling networks via receptor tyrosine kinase. The Ras pathway induces activation of signaling molecules involved in cell proliferation and growth, cell survival and apoptosis, metabolism, and motility. Although Ras mutations in breast cancer are not frequently reported, hyperactivation of Ras signaling plays an important role in breast cancer growth and progression. Oncogenic Ras activation occurs via loss of Ras GTPase-activating proteins, overexpression of growth factor receptor, and stimulation by various cytokines. Effective control of oncogenic Ras is one of the therapeutic strategies in breast cancer. The mechanisms of intracellular localization, activation, and signaling pathway of Ras in cancer have been used to develop therapeutic candidates. Recent studies have reported an effective therapy for breast cancer by inhibition of enzymes involved in the posttranslational modification of Ras, such as farnesyltransferase and geranylgeranyltransferase 1, and anti-cancer therapies targeting the epidermal growth factor receptor (EGFR). Emerging targets involved in EGF-mediated Ras activity in breast cancer have shed new insight into Ras activation in breast cancer progression. These alternative mechanisms for Ras signaling pathway may suggest novel therapeutic approaches for targeting Ras in breast cancer. In spite of the difficulties in targeting Ras protein, important discoveries highlight the direct inhibition of Ras activity. Further studies may elucidate the effects of targeting Ras protein and the clinical relevance thereof.
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Juliano RL. Addressing cancer signal transduction pathways with antisense and siRNA oligonucleotides. NAR Cancer 2020; 2:zcaa025. [PMID: 33015625 PMCID: PMC7520847 DOI: 10.1093/narcan/zcaa025] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 08/24/2020] [Accepted: 09/07/2020] [Indexed: 12/19/2022] Open
Abstract
Signal transduction pathways play key roles in the initiation, progression and dissemination of cancer. Thus, signaling molecules are attractive targets for cancer therapeutics and enormous efforts have gone into the development of small molecule inhibitors of these pathways. However, regrettably, there has been only moderate progress to date, primarily in connection with the RAS signaling pathway. Oligonucleotide-based drugs potentially offer several advantages for addressing signaling pathways, including their exquisite selectivity and their ability to exploit both enzymatic and nonenzymatic targets. Nonetheless, there are problems inherent in the oligonucleotide approach, not the least being the challenge of effectively delivering these complex molecules to intracellular sites within tumors. This survey article will provide a selective review of recent studies where oligonucleotides were used to address cancer signaling and will discuss both positive aspects and limitations of those studies. This will be set in the context of an overview of various cancer signaling pathways and small molecule approaches to regulate those pathways. The survey will also evaluate the challenges and opportunities implicit in the oligonucleotide-based approach to cancer signaling and will point out several possibilities for future research.
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In silico and saturation transfer difference NMR approaches to unravel the binding mode of an andrographolide derivative to K-Ras oncoprotein. Future Med Chem 2020; 12:1611-1631. [PMID: 32892640 DOI: 10.4155/fmc-2020-0104] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background: Andrographolide and its benzylidene derivatives, SRJ09 and SRJ23, potentially bind oncogenic K-Ras to exert anticancer activity. Their molecular interactions with K-Ras oncoproteins that lead to effective biological activity are of major interest. Methods & results: In silico docking and molecular dynamics simulation were performed using Glide and Desmond, respectively; while saturation transfer difference NMR was performed using GDP-bound K-RasG12V. SRJ23 was found to bind strongly and selectively to K-RasG12V, by anchoring to a binding pocket (namely p2) principally via hydrogen bond and hydrophobic interactions. The saturation transfer difference NMR analysis revealed the proximity of protons of functional moieties in SRJ23 to K-RasG12V, suggesting positive binding. Conclusion: SRJ23 binds strongly and interacts stably with K-RasG12V to exhibit its inhibitory activity.
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Yuan J, Dong X, Yap J, Hu J. The MAPK and AMPK signalings: interplay and implication in targeted cancer therapy. J Hematol Oncol 2020; 13:113. [PMID: 32807225 PMCID: PMC7433213 DOI: 10.1186/s13045-020-00949-4] [Citation(s) in RCA: 243] [Impact Index Per Article: 60.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 08/04/2020] [Indexed: 02/06/2023] Open
Abstract
Cancer is characterized as a complex disease caused by coordinated alterations of multiple signaling pathways. The Ras/RAF/MEK/ERK (MAPK) signaling is one of the best-defined pathways in cancer biology, and its hyperactivation is responsible for over 40% human cancer cases. To drive carcinogenesis, this signaling promotes cellular overgrowth by turning on proliferative genes, and simultaneously enables cells to overcome metabolic stress by inhibiting AMPK signaling, a key singular node of cellular metabolism. Recent studies have shown that AMPK signaling can also reversibly regulate hyperactive MAPK signaling in cancer cells by phosphorylating its key components, RAF/KSR family kinases, which affects not only carcinogenesis but also the outcomes of targeted cancer therapies against the MAPK signaling. In this review, we will summarize the current proceedings of how MAPK-AMPK signalings interplay with each other in cancer biology, as well as its implications in clinic cancer treatment with MAPK inhibition and AMPK modulators, and discuss the exploitation of combinatory therapies targeting both MAPK and AMPK as a novel therapeutic intervention.
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Affiliation(s)
- Jimin Yuan
- Department of Urology, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, 518020, Guangdong, China.
- Geriatric Department, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, 518020, Guangdong, China.
| | - Xiaoduo Dong
- Shenzhen People's Hospital, 1017 Dongmen North Road, Shenzhen, 518020, China
| | - Jiajun Yap
- Cancer and Stem Cell Program, Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore
| | - Jiancheng Hu
- Cancer and Stem Cell Program, Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore.
- Division of Cellular and Molecular Research, National Cancer Centre Singapore, 11 Hospital Drive, Singapore, 169610, Singapore.
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Kaushik AC, Wang YJ, Wang X, Wei DQ. Irinotecan and vandetanib create synergies for treatment of pancreatic cancer patients with concomitant TP53 and KRAS mutations. Brief Bioinform 2020; 22:5879228. [PMID: 32743640 DOI: 10.1093/bib/bbaa149] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 06/01/2020] [Accepted: 06/14/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The most frequently mutated gene pairs in pancreatic adenocarcinoma (PAAD) are KRAS and TP53, and our goal is to illustrate the multiomics and molecular dynamics landscapes of KRAS/TP53 mutation and also to obtain prospective novel drugs for KRAS- and TP53-mutated PAAD patients. Moreover, we also made an attempt to discover the probable link amid KRAS and TP53 on the basis of the abovementioned multiomics data. METHOD We utilized TCGA & Cancer Cell Line Encyclopedia data for the analysis of KRAS/TP53 mutation in a multiomics manner. In addition to that, we performed molecular dynamics analysis of KRAS and TP53 to produce mechanistic descriptions of particular mutations and carcinogenesis. RESULT We discover that there is a significant difference in the genomics, transcriptomics, methylomics, and molecular dynamics pattern of KRAS and TP53 mutation from the matching wild type in PAAD, and the prognosis of pancreatic cancer is directly linked with a particular mutation of KRAS and protein stability. Screened drugs are potentially effective in PAAD patients. CONCLUSIONS KRAS and TP53 prognosis of PAAD is directly associated with a specific mutation of KRAS. Irinotecan and vandetanib are prospective drugs for PAAD patients with KRASG12Dmutation and TP53 mutation.
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Affiliation(s)
| | - Yan-Jing Wang
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University
| | - Xiangeng Wang
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University
| | - Dong-Qing Wei
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University
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Hashemi S, Sharifi A, Zareei S, Mohamedi G, Biglar M, Amanlou M. Discovery of direct inhibitor of KRAS oncogenic protein by natural products: a combination of pharmacophore search, molecular docking, and molecular dynamic studies. Res Pharm Sci 2020; 15:226-240. [PMID: 33088323 PMCID: PMC7540812 DOI: 10.4103/1735-5362.288425] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 02/08/2020] [Accepted: 02/09/2020] [Indexed: 12/17/2022] Open
Abstract
Background and purpose: Aberrant signaling by oncogenic RAS proteins occurs in almost all human tumors. One of the promising strategies to overcome such cancers is the inhibition of KRAS protein, a subtype of RAS family involved in cell growth, differentiation, and apoptosis, through preventing its effector, SOS1, from being attached to the protein. Experimntal approach: Herein, a virtual screening process was performed using pharmacophore search, molecular docking, and molecular dynamic simulations. A pharmacophore model was created to indicate essential features for a KRAS inhibitor and used for screening the National Cancer Institution (NCI) database to retrieve similar compounds to the pharmacophore model with more than 70% similarity. Chosen compounds were then docked into KRAS and four compounds were selected based on the highest binding scores. Next, a similarity search was done in the whole PubChem database to increase the number of potential inhibitors. The filtered compounds were docked again into KRAS and three of them were selected for molecular dynamic simulation. Findings / Results: Compounds 1a, 2d, and 3a can inhibit SOS-iKRASG12D interaction due to the higher number of interactions with the protein. Moreover, they achieved the equilibrium faster than the approved inhibitor. Conclusion and implications: Auriculasin, a polyphenol flavonoid, can be considered as a potential inhibitor of SOS1-KRAS interaction. This compound seems to be a stronger anticancer than 9LI, a known inhibitor of KRAS, due to its better docking scores. Moreover, this compound can be an appropriate candidate to be formulated as an oral drug.
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Affiliation(s)
- Samaneh Hashemi
- Department of Medicinal Chemistry, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, I.R. Iran
| | - Amirhossein Sharifi
- Department of Medicinal Chemistry, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, I.R. Iran
| | - Sara Zareei
- Department of Medicinal Chemistry, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, I.R. Iran
| | - Ghazale Mohamedi
- Department of Medicinal Chemistry, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, I.R. Iran
| | - Mahmood Biglar
- Drug Design and Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, I.R. Iran
| | - Massoud Amanlou
- Department of Medicinal Chemistry, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, I.R. Iran.,Drug Design and Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, I.R. Iran.,Experimental Medicine Research Center, Tehran University of Medical Sciences, Tehran, I.R. Iran
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Chen K, Shang Z, Dai AL, Dai PL. Novel PI3K/Akt/mTOR pathway inhibitors plus radiotherapy: Strategy for non-small cell lung cancer with mutant RAS gene. Life Sci 2020; 255:117816. [PMID: 32454155 DOI: 10.1016/j.lfs.2020.117816] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 05/07/2020] [Accepted: 05/16/2020] [Indexed: 02/07/2023]
Abstract
Non-small cell lung cancer (NSCLC) with RAS -mutant gene has been the most difficult obstacle to overcome. Over 25% of muted lung adenocarcinomas have RAS mutation. The prognosis of NSCLC patients with RAS-mutant genes is always poor because there is no effective drug to suppress RAS-mutant genes. NSCLC patients with RAS-mutant usually develop resistance to radiotherapy and chemotherapy, which in some cases leads to a 5-10% survival rate for non-small cell lung cancer (NSCLC). As little clinical symptom of NSCLC was presented at its early stages, thus it always brings in disappointing treatment outcome. Currently, NSCLC presents the highest morbidity and mortality all over the world. The combination of PI3K/AKT/mTOR pathway inhibitors with radiotherapy is a novel strategy to improve radiosensitivity and therapeutic outcome of NSCLC with a RAS-mutant gene. There have been many preclinical studies and clinical trials on the effect of PI3K/AKT/mTOR pathway inhibitors combined with radiotherapy in NSCLC with a RAS-mutant gene have been reported in the past years. This review provides current knowledge of the combination of PI3K/Akt/mTOR pathway inhibitors with radiotherapy, which prove to be a significant improvement for the treatment of NSCLC patients with RAS mutations and will benefit NSCLC patients with RAS mutations.
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Affiliation(s)
- Kai Chen
- The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China
| | - Zhongjun Shang
- Third Affiliated Hospital of Kunming Medical University, Tumor Hospital of Yunnan Province, Kunming 650118, China
| | - Ai-Lin Dai
- Kunming Medical University Haiyuan School, Kunming 650100, China; Maternal and Child Health and Family Planning Service Center of Wenshan state, 663000, China
| | - Pei-Ling Dai
- Third Affiliated Hospital of Kunming Medical University, Tumor Hospital of Yunnan Province, Kunming 650118, China; Kunming Medical University, Kunming 650100, China.
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Yuan X, Tang Z, Du R, Yao Z, Cheung SH, Zhang X, Wei J, Zhao Y, Du Y, Liu Y, Hu X, Gong W, Liu Y, Gao Y, Huang Z, Cao Z, Wei M, Zhou C, Wang L, Rosen N, Smith PD, Luo L. RAF dimer inhibition enhances the antitumor activity of MEK inhibitors in K-RAS mutant tumors. Mol Oncol 2020; 14:1833-1849. [PMID: 32336014 PMCID: PMC7400788 DOI: 10.1002/1878-0261.12698] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 02/21/2020] [Accepted: 04/22/2020] [Indexed: 12/19/2022] Open
Abstract
The mutation of K‐RAS represents one of the most frequent genetic alterations in cancer. Targeting of downstream effectors of RAS, including of MEK and ERK, has limited clinical success in cancer patients with K‐RAS mutations. The reduced sensitivity of K‐RAS‐mutated cells to certain MEK inhibitors (MEKi) is associated with the feedback phosphorylation of MEK by C‐RAF and with the reactivation of mitogen‐activated protein kinase (MAPK) signaling. Here, we report that the RAF dimer inhibitors lifirafenib (BGB‐283) and compound C show a strong synergistic effect with MEKi, including mirdametinib (PD‐0325901) and selumetinib, in suppressing the proliferation of K‐RAS‐mutated non‐small‐cell lung cancer and colorectal cancer (CRC) cell lines. This synergistic effect was not observed with the B‐RAFV600E selective inhibitor vemurafenib. Our mechanistic analysis revealed that RAF dimer inhibition suppresses RAF‐dependent MEK reactivation and leads to the sustained inhibition of MAPK signaling in K‐RAS‐mutated cells. This synergistic effect was also observed in several K‐RAS mutant mouse xenograft models. A pharmacodynamic analysis supported a role for the synergistic phospho‐ERK blockade in enhancing the antitumor activity observed in the K‐RAS mutant models. These findings support a vertical inhibition strategy in which RAF dimer and MEKi are combined to target K‐RAS‐mutated cancers, and have led to a Phase 1b/2 combination therapy study of lifirafenib and mirdametinib in solid tumor patients with K‐RAS mutations and other MAPK pathway aberrations.
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Affiliation(s)
- Xi Yuan
- Department of Discovery Biology, BeiGene (Beijing) Co., Ltd., China
| | - Zhiyu Tang
- Department of Pharmacology, BeiGene (Beijing) Co., Ltd., China
| | - Rong Du
- Department of Discovery Biology, BeiGene (Beijing) Co., Ltd., China
| | - Zhan Yao
- Program in Molecular Pharmacology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Shing-Hu Cheung
- Department of Discovery Biology, BeiGene (Beijing) Co., Ltd., China
| | - Xinwen Zhang
- Department of Discovery Biology, BeiGene (Beijing) Co., Ltd., China
| | - Jing Wei
- Department of Discovery Biology, BeiGene (Beijing) Co., Ltd., China
| | - Yuan Zhao
- Department of Discovery Biology, BeiGene (Beijing) Co., Ltd., China
| | - Yunguang Du
- Department of Biochemistry, BeiGene (Beijing) Co., Ltd., China
| | - Ye Liu
- Department of Biochemistry, BeiGene (Beijing) Co., Ltd., China
| | - Xiaoxia Hu
- Department of Pharmacology, BeiGene (Beijing) Co., Ltd., China
| | - Wenfeng Gong
- Department of Pharmacology, BeiGene (Beijing) Co., Ltd., China
| | - Yong Liu
- Department of Pharmacology, BeiGene (Beijing) Co., Ltd., China
| | - Yajuan Gao
- Department of Pharmacology, BeiGene (Beijing) Co., Ltd., China
| | - Zhiyue Huang
- Global Statistics and Data Science, BeiGene (Shanghai) Co., Ltd., China
| | - Zongfu Cao
- Department of Pharmacology, BeiGene (Beijing) Co., Ltd., China
| | - Min Wei
- Department of Biochemistry, BeiGene (Beijing) Co., Ltd., China
| | - Changyou Zhou
- Department of Chemistry, BeiGene (Beijing) Co., Ltd., China
| | - Lai Wang
- Department of Pharmacology, BeiGene (Beijing) Co., Ltd., China
| | - Neal Rosen
- Program in Molecular Pharmacology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Paul D Smith
- AstraZeneca, CRUK Cambridge Institute, Robinson Way, UK
| | - Lusong Luo
- External Innovation, BeiGene, Ltd., San Mateo, CA, USA
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