1
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Tornillo G, Warrington L, Kendrick H, Higgins AT, Hay T, Beck S, Smalley MJ. Conditional in vivo deletion of LYN kinase has little effect on a BRCA1 loss-of-function-associated mammary tumour model. Dis Model Mech 2024; 17:dmm050211. [PMID: 38149669 PMCID: PMC10846530 DOI: 10.1242/dmm.050211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 12/15/2023] [Indexed: 12/28/2023] Open
Abstract
LYN kinase is expressed in BRCA1 loss-of-function-dependent mouse mammary tumours, in the cells of origin of such tumours, and in human breast cancer. Suppressing LYN kinase activity in BRCA1-defective cell lines as well as in in vitro cultures of Brca1-null mouse mammary tumours is deleterious to their growth. Here, we examined the interaction between LYN kinase and BRCA1 loss-of-function in an in vivo mouse mammary tumour model, using conditional knockout Brca1 and Lyn alleles. Comparison of Brca1 tumour cohorts showed little difference in mammary tumour formation between animals that were wild type, heterozygous or homozygous for the conditional Lyn allele, although this was confounded by factors including incomplete Lyn recombination in some tumours. RNA-sequencing analysis demonstrated that tumours with high levels of Lyn gene expression had a slower doubling time, but this was not correlated with levels of LYN staining in tumour cells themselves. Rather, high Lyn expression and slower tumour growth were likely a result of B-cell infiltration. The multifaceted role of LYN indicates that it is likely to present difficulties as a therapeutic target in breast cancer.
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Affiliation(s)
- Giusy Tornillo
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Cardiff CF24 4HQ, UK
| | - Lauren Warrington
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Cardiff CF24 4HQ, UK
| | - Howard Kendrick
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Cardiff CF24 4HQ, UK
| | - Adam T. Higgins
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Cardiff CF24 4HQ, UK
| | - Trevor Hay
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Cardiff CF24 4HQ, UK
| | - Sam Beck
- Independent Anatomic Pathology Ltd, Calyx House, South Road, Taunton TA1 3DU, UK
| | - Matthew J. Smalley
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Cardiff CF24 4HQ, UK
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2
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Stephenson EH, Higgins JMG. Pharmacological approaches to understanding protein kinase signaling networks. Front Pharmacol 2023; 14:1310135. [PMID: 38164473 PMCID: PMC10757940 DOI: 10.3389/fphar.2023.1310135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 11/27/2023] [Indexed: 01/03/2024] Open
Abstract
Protein kinases play vital roles in controlling cell behavior, and an array of kinase inhibitors are used successfully for treatment of disease. Typical drug development pipelines involve biological studies to validate a protein kinase target, followed by the identification of small molecules that effectively inhibit this target in cells, animal models, and patients. However, it is clear that protein kinases operate within complex signaling networks. These networks increase the resilience of signaling pathways, which can render cells relatively insensitive to inhibition of a single kinase, and provide the potential for pathway rewiring, which can result in resistance to therapy. It is therefore vital to understand the properties of kinase signaling networks in health and disease so that we can design effective multi-targeted drugs or combinations of drugs. Here, we outline how pharmacological and chemo-genetic approaches can contribute to such knowledge, despite the known low selectivity of many kinase inhibitors. We discuss how detailed profiling of target engagement by kinase inhibitors can underpin these studies; how chemical probes can be used to uncover kinase-substrate relationships, and how these tools can be used to gain insight into the configuration and function of kinase signaling networks.
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Affiliation(s)
| | - Jonathan M. G. Higgins
- Faculty of Medical Sciences, Biosciences Institute, Newcastle University, Newcastle uponTyne, United Kingdom
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3
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Wang J, Saltzman AB, Jaehnig EJ, Lei JT, Malovannaya A, Holt MV, Young MN, Rimawi MF, Ademuyiwa FO, Anurag M, Kim BJ, Ellis MJ. Kinase Inhibitor Pulldown Assay Identifies a Chemotherapy Response Signature in Triple-negative Breast Cancer Based on Purine-binding Proteins. CANCER RESEARCH COMMUNICATIONS 2023; 3:1551-1563. [PMID: 37587913 PMCID: PMC10426551 DOI: 10.1158/2767-9764.crc-22-0501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 04/10/2023] [Accepted: 06/21/2023] [Indexed: 08/18/2023]
Abstract
Triple-negative breast cancer (TNBC) constitutes 10%-15% of all breast tumors. The current standard of care is multiagent chemotherapy, which is effective in only a subset of patients. The original objective of this study was to deploy a mass spectrometry (MS)-based kinase inhibitor pulldown assay (KIPA) to identify kinases elevated in non-pCR (pathologic complete response) cases for therapeutic targeting. Frozen optimal cutting temperature compound-embedded core needle biopsies were obtained from 43 patients with TNBC before docetaxel- and carboplatin-based neoadjuvant chemotherapy. KIPA was applied to the native tumor lysates that were extracted from samples with high tumor content. Seven percent of all identified proteins were kinases, and none were significantly associated with lack of pCR. However, among a large population of "off-target" purine-binding proteins (PBP) identified, seven were enriched in pCR-associated samples (P < 0.01). In orthogonal mRNA-based TNBC datasets, this seven-gene "PBP signature" was associated with chemotherapy sensitivity and favorable clinical outcomes. Functional annotation demonstrated IFN gamma response, nuclear import of DNA repair proteins, and cell death associations. Comparisons with standard tandem mass tagged-based discovery proteomics performed on the same samples demonstrated that KIPA-nominated pCR biomarkers were unique to the platform. KIPA is a novel biomarker discovery tool with unexpected utility for the identification of PBPs related to cytotoxic drug response. The PBP signature has the potential to contribute to clinical trials designed to either escalate or de-escalate therapy based on pCR probability. Significance The identification of pretreatment predictive biomarkers for pCR in response to neoadjuvant chemotherapy would advance precision treatment for TNBC. To complement standard proteogenomic discovery profiling, a KIPA was deployed and unexpectedly identified a seven-member non-kinase PBP pCR-associated signature. Individual members served diverse pathways including IFN gamma response, nuclear import of DNA repair proteins, and cell death.
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Affiliation(s)
- Junkai Wang
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas
| | - Alexander B. Saltzman
- Mass Spectrometry Proteomics Core, Advanced Technology Cores, Baylor College of Medicine, Houston, Texas
| | - Eric J. Jaehnig
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Jonathan T. Lei
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Anna Malovannaya
- Mass Spectrometry Proteomics Core, Advanced Technology Cores, Baylor College of Medicine, Houston, Texas
- Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, Texas
| | - Matthew V. Holt
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Meggie N. Young
- Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, Texas
| | - Mothaffar F. Rimawi
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Foluso O. Ademuyiwa
- Siteman Comprehensive Cancer Center and Washington University School of Medicine, St. Louis, Missouri
| | - Meenakshi Anurag
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Beom-Jun Kim
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
- AstraZeneca, Gaithersburg, Maryland
| | - Matthew J. Ellis
- Lester and Sue Smith Breast Center and Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
- AstraZeneca, Gaithersburg, Maryland
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4
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Romano LEL, Aw WY, Hixson KM, Novoselova TV, Havener TM, Howell S, Taylor-Blake B, Hall CL, Xing L, Beri J, Nethisinghe S, Perna L, Hatimy A, Altadonna GC, Graves LM, Herring LE, Hickey AJ, Thalassinos K, Chapple JP, Wolter JM. Multi-omic profiling reveals the ataxia protein sacsin is required for integrin trafficking and synaptic organization. Cell Rep 2022; 41:111580. [PMID: 36323248 PMCID: PMC9647044 DOI: 10.1016/j.celrep.2022.111580] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 06/30/2022] [Accepted: 10/07/2022] [Indexed: 11/06/2022] Open
Abstract
Autosomal recessive spastic ataxia of Charlevoix-Saguenay (ARSACS) is a childhood-onset cerebellar ataxia caused by mutations in SACS, which encodes the protein sacsin. Cellular ARSACS phenotypes include mitochondrial dysfunction, intermediate filament disorganization, and progressive death of cerebellar Purkinje neurons. It is unclear why the loss of sacsin causes these deficits or why they manifest as cerebellar ataxia. Here, we perform multi-omic profiling in sacsin knockout (KO) cells and identify alterations in microtubule dynamics and mislocalization of focal adhesion (FA) proteins, including multiple integrins. Deficits in FA structure, signaling, and function can be rescued by targeting PTEN, a negative regulator of FA signaling. ARSACS mice possess mislocalization of ITGA1 in Purkinje neurons and synaptic disorganization in the deep cerebellar nucleus (DCN). The sacsin interactome reveals that sacsin regulates interactions between cytoskeletal and synaptic adhesion proteins. Our findings suggest that disrupted trafficking of synaptic adhesion proteins is a causal molecular deficit in ARSACS.
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Affiliation(s)
- Lisa E L Romano
- Faculty of Medicine and Dentistry, William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - Wen Yih Aw
- UNC Catalyst for Rare Diseases, Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Kathryn M Hixson
- UNC Catalyst for Rare Diseases, Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Tatiana V Novoselova
- Faculty of Medicine and Dentistry, William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK; Department of Natural Sciences, Faculty of Science and Technology, Middlesex University, London NW4 4BT, UK
| | - Tammy M Havener
- UNC Catalyst for Rare Diseases, Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Stefanie Howell
- UNC Catalyst for Rare Diseases, Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Bonnie Taylor-Blake
- UNC Neuroscience Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Charlotte L Hall
- Faculty of Medicine and Dentistry, William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - Lei Xing
- UNC Neuroscience Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Josh Beri
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; UNC Michael Hooker Proteomics Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Suran Nethisinghe
- Faculty of Medicine and Dentistry, William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - Laura Perna
- Faculty of Medicine and Dentistry, William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - Abubakar Hatimy
- Institute of Structural and Molecular Biology, Division of Biosciences, University College London, London WC1E 6BT, UK
| | - Ginevra Chioccioli Altadonna
- Faculty of Medicine and Dentistry, William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - Lee M Graves
- Institute of Structural and Molecular Biology, Division of Biosciences, University College London, London WC1E 6BT, UK; Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Laura E Herring
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; UNC Michael Hooker Proteomics Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Anthony J Hickey
- UNC Catalyst for Rare Diseases, Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Konstantinos Thalassinos
- Institute of Structural and Molecular Biology, Division of Biosciences, University College London, London WC1E 6BT, UK; Institute of Structural and Molecular Biology, Birkbeck College, University of London, London WC1E 7HX, UK
| | - J Paul Chapple
- Faculty of Medicine and Dentistry, William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK.
| | - Justin M Wolter
- UNC Catalyst for Rare Diseases, Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; UNC Neuroscience Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
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5
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Cathcart AM, Smith H, Labrie M, Mills GB. Characterization of anticancer drug resistance by reverse-phase protein array: new targets and strategies. Expert Rev Proteomics 2022; 19:115-129. [PMID: 35466854 PMCID: PMC9215307 DOI: 10.1080/14789450.2022.2070065] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
INTRODUCTION Drug resistance is the main barrier to achieving cancer cures with medical therapy. Cancer drug resistance occurs, in part, due to adaptation of the tumor and microenvironment to therapeutic stress at a proteomic level. Reverse-phase protein arrays (RPPA) are well suited to proteomic analysis of drug resistance due to high sample throughput, sensitive detection of phosphoproteins, and validation for a large number of critical cellular pathways. AREAS COVERED This review summarizes contributions of RPPA to understanding and combating drug resistance. In particular, contributions of RPPA to understanding resistance to PARP inhibitors, BRAF inhibitors, immune checkpoint inhibitors, and breast cancer investigational therapies are discussed. Articles reviewed were identified by MEDLINE, Scopus, and Cochrane search for keywords 'proteomics,' 'reverse-phase protein array,' 'drug resistance,' 'PARP inhibitor,' 'BRAF inhibitor,' 'immune checkpoint inhibitor,' and 'I-SPY' spanning October 1, 1960 - October 1, 2021. EXPERT OPINION Precision oncology has thus far failed to convert the armament of targeted therapies into durable responses for most patients, highlighting that genetic sequencing alone is insufficient to guide therapy selection and overcome drug resistance. Combined genomic and proteomic analyses paired with creative drug combinations and dosing strategies hold promise for maturing precision oncology into an era of improved patient outcomes.
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Affiliation(s)
- Ann M Cathcart
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.,Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, OR, USA
| | - Hannah Smith
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Marilyne Labrie
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.,Department of Immunology and Cellular Biology, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Gordon B Mills
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
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6
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Roberti A, Chaffey LE, Greaves DR. NF-κB Signaling and Inflammation-Drug Repurposing to Treat Inflammatory Disorders? BIOLOGY 2022; 11:biology11030372. [PMID: 35336746 PMCID: PMC8945680 DOI: 10.3390/biology11030372] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 02/12/2022] [Accepted: 02/15/2022] [Indexed: 12/15/2022]
Abstract
Simple Summary Since its first description 35 years ago, the transcription factor NF-κB (nuclear factor κ-light-chain-enhancer of activated B cells) has been shown to be a key mediator of immune cell responses to inflammatory mediators, oxidative stress and genotoxic injury. Dysregulated NF-κB signalling drives inflammation in inflammatory disorders such as multiple sclerosis, rheumatoid arthritis or inflammatory bowel disease. Thus, re-establishing the appropriate regulation of NF-κB activity seems like a promising approach to treat inflammatory diseases. Current anti-inflammatory drugs have many, often serious, side effects. Thus, there is an unmet clinical need for safe and effective anti-inflammatory medicines that both decrease inflammatory mediator production and enhance endogenous anti-inflammatory and prorepair pathways. So far, traditional de novo drug discovery has fallen short of satisfying this need. Drug repurposing is a cost- and time-effective alternative to de novo drug development for the identification of novel applications and has already resulted in the identification of effective anti-inflammatories in the ongoing COVID-19 pandemic. In this paper we critically review NF-κB as a potential target for the development of anti-inflammatory drugs with an emphasis on drug repurposing as a strategy to identify new approaches to treat inflammatory diseases. Abstract NF-κB is a central mediator of inflammation, response to DNA damage and oxidative stress. As a result of its central role in so many important cellular processes, NF-κB dysregulation has been implicated in the pathology of important human diseases. NF-κB activation causes inappropriate inflammatory responses in diseases including rheumatoid arthritis (RA) and multiple sclerosis (MS). Thus, modulation of NF-κB signaling is being widely investigated as an approach to treat chronic inflammatory diseases, autoimmunity and cancer. The emergence of COVID-19 in late 2019, the subsequent pandemic and the huge clinical burden of patients with life-threatening SARS-CoV-2 pneumonia led to a massive scramble to repurpose existing medicines to treat lung inflammation in a wide range of healthcare systems. These efforts continue and have proven to be controversial. Drug repurposing strategies are a promising alternative to de novo drug development, as they minimize drug development timelines and reduce the risk of failure due to unexpected side effects. Different experimental approaches have been applied to identify existing medicines which inhibit NF-κB that could be repurposed as anti-inflammatory drugs.
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7
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Alganem K, Hamoud AR, Creeden JF, Henkel ND, Imami AS, Joyce AW, Ryan V WG, Rethman JB, Shukla R, O'Donovan SM, Meller J, McCullumsmith R. The active kinome: The modern view of how active protein kinase networks fit in biological research. Curr Opin Pharmacol 2022; 62:117-129. [PMID: 34968947 PMCID: PMC9438800 DOI: 10.1016/j.coph.2021.11.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 10/21/2021] [Accepted: 11/12/2021] [Indexed: 02/03/2023]
Abstract
Biological regulatory networks are dynamic, intertwined, and complex systems making them challenging to study. While quantitative measurements of transcripts and proteins are key to investigate the state of a biological system, they do not inform the "active" state of regulatory networks. In consideration of that fact, "functional" proteomics assessments are needed to decipher active regulatory processes. Phosphorylation, a key post-translation modification, is a reversible regulatory mechanism that controls the functional state of proteins. Recent advancements of high-throughput protein kinase activity profiling platforms allow for a broad assessment of protein kinase networks in complex biological systems. In conjunction with sophisticated computational modeling techniques, these profiling platforms provide datasets that inform the active state of regulatory systems in disease models and highlight potential drug targets. Taken together, system-wide profiling of protein kinase activity has become a critical component of modern molecular biology research and presents a promising avenue for drug discovery.
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Affiliation(s)
- Khaled Alganem
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Abdul-Rizaq Hamoud
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Justin F Creeden
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Nicholas D Henkel
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Ali S Imami
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Alex W Joyce
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - William G Ryan V
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Jacob B Rethman
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Rammohan Shukla
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Sinead M O'Donovan
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Jarek Meller
- Department of Biomedical Informatics, University of Cincinnati, Cincinnati, OH, USA; Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Division of Biostatistics and Bioinformatics, Department of Environmental and Public Health Sciences, University of Cincinnati, Cincinnati, OH, USA; Department of Pharmacology and System Biology, College of Medicine, University of Cincinnati, Cincinnati, OH, USA; Department of Electrical Engineering and Computer Science, College of Engineering and Applied Sciences, University of Cincinnati, Cincinnati, OH, USA
| | - Robert McCullumsmith
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA; Neurosciences Institute, ProMedica, Toledo, OH, USA.
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8
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East MP, Johnson GL. Adaptive chromatin remodeling and transcriptional changes of the functional kinome in tumor cells in response to targeted kinase inhibition. J Biol Chem 2021; 298:101525. [PMID: 34958800 PMCID: PMC8888345 DOI: 10.1016/j.jbc.2021.101525] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 12/06/2021] [Accepted: 12/13/2021] [Indexed: 11/23/2022] Open
Abstract
Pharmacological inhibition of protein kinases induces adaptive reprogramming of tumor cell regulatory networks by altering expression of genes that regulate signaling, including protein kinases. Adaptive responses are dependent on transcriptional changes resulting from remodeling of enhancer and promoter landscapes. Enhancer and promoter remodeling in response to targeted kinase inhibition is controlled by changes in open chromatin state and by activity of specific transcription factors, such as c-MYC. This review focuses on the dynamic plasticity of protein kinase expression of the tumor cell kinome and the resulting adaptive resistance to targeted kinase inhibition. Plasticity of the functional kinome has been shown in patient window trials where triple-negative and human epidermal growth factor receptor 2–positive breast cancer patient tumors were characterized by RNAseq after biopsies before and after 1 week of therapy. The expressed kinome changed dramatically during drug treatment, and these changes in kinase expression were shown in cell lines and xenografts in mice to be correlated with adaptive tumor cell drug resistance. The dynamic transcriptional nature of the kinome also differs for inhibitors targeting different kinase signaling pathways (e.g., BRAF-MEK-ERK versus PI3K-AKT) that are commonly activated in cancers. Heterogeneity arising from differences in gene regulation and mutations represents a challenge to therapeutic durability and prevention of clinical drug resistance with drug-tolerant tumor cell populations developing and persisting through treatment. We conclude that understanding the heterogeneity of kinase expression at baseline and in response to therapy is imperative for development of combinations and timing intervals of therapies making interventions durable.
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Affiliation(s)
- Michael P East
- Department of Pharmacology and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599
| | - Gary L Johnson
- Department of Pharmacology and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599.
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9
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Brauer BL, Wiredu K, Mitchell S, Moorhead GB, Gerber SA, Kettenbach AN. Affinity-based profiling of endogenous phosphoprotein phosphatases by mass spectrometry. Nat Protoc 2021; 16:4919-4943. [PMID: 34518704 PMCID: PMC8822503 DOI: 10.1038/s41596-021-00604-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 07/12/2021] [Indexed: 02/08/2023]
Abstract
Phosphoprotein phosphatases (PPPs) execute >90% of serine/threonine dephosphorylation in cells and tissues. While the role of PPPs in cell biology and diseases such as cancer, cardiac hypertrophy and Alzheimer's disease is well established, the molecular mechanisms governing and governed by PPPs still await discovery. Here we describe a chemical proteomic strategy, phosphatase inhibitor beads and mass spectrometry (PIB-MS), that enables the identification and quantification of PPPs and their posttranslational modifications in as little as 12 h. Using a specific but nonselective PPP inhibitor immobilized on beads, PIB-MS enables the efficient affinity-capture, identification and quantification of endogenous PPPs and associated proteins ('PPPome') from cells and tissues. PIB-MS captures functional, endogenous PPP subunit interactions and enables discovery of new binding partners. It performs PPP enrichment without exogenous expression of tagged proteins or specific antibodies. Because PPPs are among the most conserved proteins across evolution, PIB-MS can be employed in any cell line, tissue or organism.
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Affiliation(s)
- Brooke L. Brauer
- Department of Biochemistry and Cell Biology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Kwame Wiredu
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Sierra Mitchell
- Department of Biological Sciences, University of Calgary, Calgary, Alberta, T2N 1N4, Canada
| | - Greg B. Moorhead
- Department of Biological Sciences, University of Calgary, Calgary, Alberta, T2N 1N4, Canada
| | - Scott A. Gerber
- Department of Biochemistry and Cell Biology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA,Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA,Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - Arminja N. Kettenbach
- Department of Biochemistry and Cell Biology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA,Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA,Correspondence: , Phone: 603-653-9068, Website: https://kettenbachlab.org/
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10
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New strategies for targeting kinase networks in cancer. J Biol Chem 2021; 297:101128. [PMID: 34461089 PMCID: PMC8449055 DOI: 10.1016/j.jbc.2021.101128] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 08/23/2021] [Accepted: 08/26/2021] [Indexed: 12/18/2022] Open
Abstract
Targeted strategies against specific driver molecules of cancer have brought about many advances in cancer treatment since the early success of the first small-molecule inhibitor Gleevec. Today, there are a multitude of targeted therapies approved by the Food and Drug Administration for the treatment of cancer. However, the initial efficacy of virtually every targeted treatment is often reversed by tumor resistance to the inhibitor through acquisition of new mutations in the target molecule, or reprogramming of the epigenome, transcriptome, or kinome of the tumor cells. At the core of this clinical problem lies the assumption that targeted treatments will only be efficacious if the inhibitors are used at their maximum tolerated doses. Such aggressive regimens create strong selective pressure on the evolutionary progression of the tumor, resulting in resistant cells. High-dose single agent treatments activate alternative mechanisms that bypass the inhibitor, while high-dose combinatorial treatments suffer from increased toxicity resulting in treatment cessation. Although there is an arsenal of targeted agents being tested clinically and preclinically, identifying the most effective combination treatment plan remains a challenge. In this review, we discuss novel targeted strategies with an emphasis on the recent cross-disciplinary studies demonstrating that it is possible to achieve antitumor efficacy without increasing toxicity by adopting low-dose multitarget approaches to treatment of cancer and metastasis.
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11
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Guo C, Gao YY, Ju QQ, Zhang CX, Gong M, Li ZL. The landscape of gene co-expression modules correlating with prognostic genetic abnormalities in AML. J Transl Med 2021; 19:228. [PMID: 34051812 PMCID: PMC8164775 DOI: 10.1186/s12967-021-02914-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 05/25/2021] [Indexed: 12/15/2022] Open
Abstract
Background The heterogenous cytogenetic and molecular variations were harbored by AML patients, some of which are related with AML pathogenesis and clinical outcomes. We aimed to uncover the intrinsic expression profiles correlating with prognostic genetic abnormalities by WGCNA. Methods We downloaded the clinical and expression dataset from BeatAML, TCGA and GEO database. Using R (version 4.0.2) and ‘WGCNA’ package, the co-expression modules correlating with the ELN2017 prognostic markers were identified (R2 ≥ 0.4, p < 0.01). ORA detected the enriched pathways for the key co-expression modules. The patients in TCGA cohort were randomly assigned into the training set (50%) and testing set (50%). The LASSO penalized regression analysis was employed to build the prediction model, fitting OS to the expression level of hub genes by ‘glmnet’ package. Then the testing and 2 independent validation sets (GSE12417 and GSE37642) were used to validate the diagnostic utility and accuracy of the model. Results A total of 37 gene co-expression modules and 973 hub genes were identified for the BeatAML cohort. We found that 3 modules were significantly correlated with genetic markers (the ‘lightyellow’ module for NPM1 mutation, the ‘saddlebrown’ module for RUNX1 mutation, the ‘lightgreen’ module for TP53 mutation). ORA revealed that the ‘lightyellow’ module was mainly enriched in DNA-binding transcription factor activity and activation of HOX genes. The ‘saddlebrown’ module was enriched in immune response process. And the ‘lightgreen’ module was predominantly enriched in mitosis cell cycle process. The LASSO- regression analysis identified 6 genes (NFKB2, NEK9, HOXA7, APRC5L, FAM30A and LOC105371592) with non-zero coefficients. The risk score generated from the 6-gene model, was associated with ELN2017 risk stratification, relapsed disease, and prior MDS history. The 5-year AUC for the model was 0.822 and 0.824 in the training and testing sets, respectively. Moreover, the diagnostic utility of the model was robust when it was employed in 2 validation sets (5-year AUC 0.743–0.79). Conclusions We established the co-expression network signature correlated with the ELN2017 recommended prognostic genetic abnormalities in AML. The 6-gene prediction model for AML survival was developed and validated by multiple datasets. Supplementary Information The online version contains supplementary material available at 10.1186/s12967-021-02914-2.
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Affiliation(s)
- Chao Guo
- Department of Hematology, China-Japan Friendship Hospital, Yinghua East Street, Beijing, China
| | - Ya-Yue Gao
- Department of Hematology, China-Japan Friendship Hospital, Yinghua East Street, Beijing, China
| | - Qian-Qian Ju
- Department of Hematology, China-Japan Friendship Hospital, Yinghua East Street, Beijing, China
| | - Chun-Xia Zhang
- Department of Hematology, China-Japan Friendship Hospital, Yinghua East Street, Beijing, China
| | - Ming Gong
- Department of Hematology, China-Japan Friendship Hospital, Yinghua East Street, Beijing, China
| | - Zhen-Ling Li
- Department of Hematology, China-Japan Friendship Hospital, Yinghua East Street, Beijing, China.
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12
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Lyn regulates creatine uptake in an imatinib-resistant CML cell line. Biochim Biophys Acta Gen Subj 2019; 1864:129507. [PMID: 31881245 DOI: 10.1016/j.bbagen.2019.129507] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 12/06/2019] [Accepted: 12/22/2019] [Indexed: 12/19/2022]
Abstract
BACKGROUND Imatinib mesylate (imatinib) is the first-line treatment for newly diagnosed chronic myeloid leukemia (CML) due to its remarkable hematologic and cytogenetic responses. We previously demonstrated that the imatinib-resistant CML cells (Myl-R) contained elevated Lyn activity and intracellular creatine pools compared to imatinib-sensitive Myl cells. METHODS Stable isotope metabolic labeling, media creatine depletion, and Na+/K+-ATPase inhibitor experiments were performed to investigate the origin of creatine pools in Myl-R cells. Inhibition and shRNA knockdown were performed to investigate the specific role of Lyn in regulating the Na+/K+-ATPase and creatine uptake. RESULTS Inhibition of the Na+/K+-ATPase pump (ouabain, digitoxin), depletion of extracellular creatine or inhibition of Lyn kinase (ponatinib, dasatinib), demonstrated that enhanced creatine accumulation in Myl-R cells was dependent on uptake from the growth media. Creatine uptake was independent of the Na+/creatine symporter (SLC6A8) expression or de novo synthesis. Western blot analyses showed that phosphorylation of the Na+/K+-ATPase on Tyr 10 (Y10), a known regulatory phosphorylation site, correlated with Lyn activity. Overexpression of Lyn in HEK293 cells increased Y10 phosphorylation (pY10) of the Na+/K+-ATPase, whereas Lyn inhibition or shRNA knockdown reduced Na+/K+-ATPase pY10 and decreased creatine accumulation in Myl-R cells. Consistent with enhanced uptake in Myl-R cells, cyclocreatine (Ccr), a cytotoxic creatine analog, caused significant loss of viability in Myl-R compared to Myl cells. CONCLUSIONS These data suggest that Lyn can affect creatine uptake through Lyn-dependent phosphorylation and regulation of the Na+/K+-ATPase pump activity. GENERAL SIGNIFICANCE These studies identify kinase regulation of the Na+/K+-ATPase as pivotal in regulating creatine uptake and energy metabolism in cells.
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13
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Kuciauskas D, Dreize N, Ger M, Kaupinis A, Zemaitis K, Stankevicius V, Suziedelis K, Cicenas J, Graves LM, Valius M. Proteomic Analysis of Breast Cancer Resistance to the Anticancer Drug RH1 Reveals the Importance of Cancer Stem Cells. Cancers (Basel) 2019; 11:E972. [PMID: 31336714 PMCID: PMC6678540 DOI: 10.3390/cancers11070972] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Accepted: 07/08/2019] [Indexed: 12/18/2022] Open
Abstract
Antitumor drug resistance remains a major challenge in cancer chemotherapy. Here we investigated the mechanism of acquired resistance to a novel anticancer agent RH1 designed to be activated in cancer cells by the NQO1 enzyme. Data show that in some cancer cells RH1 may act in an NQO1-independent way. Differential proteomic analysis of breast cancer cells with acquired resistance to RH1 revealed changes in cell energy, amino acid metabolism and G2/M cell cycle transition regulation. Analysis of phosphoproteomics and protein kinase activity by multiplexed kinase inhibitor beads showed an increase in the activity of protein kinases involved in the cell cycle and stemness regulation and downregulation of proapoptotic kinases such as JNK in RH1-resistant cells. Suppression of JNK leads to the increase of cancer cell resistance to RH1. Moreover, resistant cells have enhanced expression of stem cell factor (SCF) and stem cell markers. Inhibition of SCF receptor c-KIT resulted in the attenuation of cancer stem cell enrichment and decreased amounts of tumor-initiating cells. RH1-resistant cells also acquire resistance to conventional therapeutics while remaining susceptible to c-KIT-targeted therapy. Data show that RH1 can be useful to treat cancers in the NQO1-independent way, and targeting of the cancer stem cells might be an effective approach for combating resistance to RH1 therapy.
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Affiliation(s)
- Dalius Kuciauskas
- Proteomics Center, Institute of Biochemistry, Vilnius University Life Sciences Center, Vilnius University, 10223 Vilnius, Lithuania
| | - Nadezda Dreize
- Proteomics Center, Institute of Biochemistry, Vilnius University Life Sciences Center, Vilnius University, 10223 Vilnius, Lithuania
| | - Marija Ger
- Proteomics Center, Institute of Biochemistry, Vilnius University Life Sciences Center, Vilnius University, 10223 Vilnius, Lithuania
| | - Algirdas Kaupinis
- Proteomics Center, Institute of Biochemistry, Vilnius University Life Sciences Center, Vilnius University, 10223 Vilnius, Lithuania
| | - Kristijonas Zemaitis
- Proteomics Center, Institute of Biochemistry, Vilnius University Life Sciences Center, Vilnius University, 10223 Vilnius, Lithuania
| | - Vaidotas Stankevicius
- Laboratory of Molecular Oncology, National Cancer Institute, 08660 Vilnius, Lithuania
| | - Kestutis Suziedelis
- Laboratory of Molecular Oncology, National Cancer Institute, 08660 Vilnius, Lithuania
| | - Jonas Cicenas
- Proteomics Center, Institute of Biochemistry, Vilnius University Life Sciences Center, Vilnius University, 10223 Vilnius, Lithuania
- MAP Kinase Resource, 3027 Bern, Switzerland
| | - Lee M Graves
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Mindaugas Valius
- Proteomics Center, Institute of Biochemistry, Vilnius University Life Sciences Center, Vilnius University, 10223 Vilnius, Lithuania.
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14
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Noel BM, Ouellette SB, Marholz L, Dickey D, Navis C, Yang TY, Nguyen V, Parker SJ, Bernlohr D, Sachs Z, Parker LL. Multiomic Profiling of Tyrosine Kinase Inhibitor-Resistant K562 Cells Suggests Metabolic Reprogramming To Promote Cell Survival. J Proteome Res 2019; 18:1842-1856. [PMID: 30730747 DOI: 10.1021/acs.jproteome.9b00028] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Resistance to chemotherapy can occur through a wide variety of mechanisms. Resistance to tyrosine kinase inhibitors (TKIs) often arises from kinase mutations-however, "off-target" resistance occurs but is poorly understood. Previously, we established cell line resistance models for three TKIs used in chronic myeloid leukemia treatment, and found that resistance was not attributed entirely to failure of kinase inhibition. Here, we performed global, integrated proteomic and transcriptomic profiling of these cell lines to describe mechanisms of resistance at the protein and gene expression level. We used whole transcriptome sequencing and SWATH-based data-independent acquisition mass spectrometry (DIA-MS), which does not require isotopic labels and provides quantitative measurements of proteins in a comprehensive, unbiased fashion. The proteomic and transcriptional data were correlated to generate an integrated understanding of the gene expression and protein alterations associated with TKI resistance. We defined mechanisms of resistance and two novel markers, CA1 and alpha-synuclein, that were common to all TKIs tested. Resistance to all of the TKIs was associated with oxidative stress responses, hypoxia signatures, and apparent metabolic reprogramming of the cells. Metabolite profiling and glucose-dependence experiments showed that resistant cells had routed their metabolism through glycolysis (particularly through the pentose phosphate pathway) and exhibited disruptions in mitochondrial metabolism. These experiments are the first to report a global, integrated proteomic, transcriptomic, and metabolic analysis of TKI resistance. These data suggest that although the mechanisms are complex, targeting metabolic pathways along with TKI treatment may overcome pan-TKI resistance.
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Affiliation(s)
- Brett M Noel
- Department of Biochemistry, Molecular Biology and Biophysics , University of Minnesota , Minneapolis , Minnesota 55455 , United States.,Department of Medicinal Chemistry and Molecular Pharmacology , Purdue University , West Lafayette , Indiana 47907 , United States
| | - Steven B Ouellette
- Department of Medicinal Chemistry and Molecular Pharmacology , Purdue University , West Lafayette , Indiana 47907 , United States
| | - Laura Marholz
- Department of Biochemistry, Molecular Biology and Biophysics , University of Minnesota , Minneapolis , Minnesota 55455 , United States
| | - Deborah Dickey
- Department of Biochemistry, Molecular Biology and Biophysics , University of Minnesota , Minneapolis , Minnesota 55455 , United States
| | - Connor Navis
- Department of Biochemistry, Molecular Biology and Biophysics , University of Minnesota , Minneapolis , Minnesota 55455 , United States
| | - Tzu-Yi Yang
- Department of Biochemistry, Molecular Biology and Biophysics , University of Minnesota , Minneapolis , Minnesota 55455 , United States
| | - Vinh Nguyen
- Department of Biochemistry, Molecular Biology and Biophysics , University of Minnesota , Minneapolis , Minnesota 55455 , United States
| | - Sarah J Parker
- Smidt Heart Institute , Cedars Sinai , Los Angeles , California 90048 , United States
| | - David Bernlohr
- Department of Biochemistry, Molecular Biology and Biophysics , University of Minnesota , Minneapolis , Minnesota 55455 , United States
| | - Zohar Sachs
- Department of Medicine , University of Minnesota , Minneapolis , Minnesota 55455 , United States
| | - Laurie L Parker
- Department of Biochemistry, Molecular Biology and Biophysics , University of Minnesota , Minneapolis , Minnesota 55455 , United States
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15
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Soomro I, Hong A, Li Z, Duncan JS, Skolnik EY. Discoidin Domain Receptor 1 (DDR1) tyrosine kinase is upregulated in PKD kidneys but does not play a role in the pathogenesis of polycystic kidney disease. PLoS One 2019; 14:e0211670. [PMID: 31260458 PMCID: PMC6602183 DOI: 10.1371/journal.pone.0211670] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 05/03/2019] [Indexed: 01/04/2023] Open
Abstract
Tolvaptan is the only drug approved to slow cyst growth and preserve kidney function in patients with autosomal dominant polycystic kidney disease (ADPKD). However, its limited efficacy combined with significant side effects underscores the need to identify new and safe therapeutic drug targets to slow progression to end stage kidney disease. We identified Discoidin Domain Receptor 1 (DDR1) as receptor tyrosine kinase upregulated in vivo in 3 mouse models of ADPKD using a novel mass spectrometry approach to identify kinases upregulated in ADPKD. Previous studies demonstrating critical roles for DDR1 to cancer progression, its potential role in the pathogenesis of a variety of other kidney disease, along with the possibility that DDR1 could provide new insight into how extracellular matrix impacts cyst growth led us to study the role of DDR1 in ADPKD pathogenesis. However, genetic deletion of DDR1 using CRISPR/Cas9 failed to slow cyst growth or preserve kidney function in both a rapid and slow mouse model of ADPKD demonstrating that DDR1 does not play a role in PKD pathogenesis and is thus a not viable drug target. In spite of the negative results, our studies will be of interest to the nephrology community as it will prevent others from potentially conducting similar experiments on DDR1 and reinforces the potential of performing unbiased screens coupled with in vivo gene editing using CRISPR/Cas9 to rapidly identify and confirm new potential drug targets for ADPKD.
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Affiliation(s)
- Irfana Soomro
- Division of Nephrology, New York University Langone Medical Center, New York, New York, United States of America
| | - Aram Hong
- Departments of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, New York, United States of America
| | - Zhai Li
- Departments of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, New York, United States of America
| | - James S. Duncan
- Fox Chase Cancer Center, Philadelphia, Pennsylvania, United States of America
| | - Edward Y. Skolnik
- Division of Nephrology, New York University Langone Medical Center, New York, New York, United States of America
- Departments of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, New York, United States of America
- The Helen L. and Martin S. Kimmel Center for Biology and Medicine at the Skirball Institute for Biomolecular Medicine, New York University Langone Medical Center, New York, New York, United States of America
- * E-mail:
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16
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Cann ML, Herring LE, Haar LL, Gilbert TSK, Goldfarb D, Richards KL, Graves LM, Lawrence DS. Dasatinib Is Preferentially Active in the Activated B-Cell Subtype of Diffuse Large B-Cell Lymphoma. J Proteome Res 2018; 18:522-534. [PMID: 30540191 DOI: 10.1021/acs.jproteome.8b00841] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Diffuse large B-cell lymphoma (DLBCL) is a heterogeneous disease, and at least one-third of its patients relapse after treatment with the current chemotherapy regimen, R-CHOP. By gene-expression profiling, patients with DLBCL can be categorized into two clinically relevant subtypes: activated B-cell (ABC) and germinal center B-cell (GCB) DLBCL. Patients with the ABC subtype have a worse prognosis than those with GCB, and the subtype is defined by chronic, over-active signaling through the B-cell receptor and NF-κB pathways. We examined the effects of the Src family kinase (SFK) inhibitor dasatinib in a panel of ABC and GCB DLBCL cell lines and found that the former are much more sensitive to dasatinib than the latter. However, using multiplexed inhibitor bead coupled to mass spectrometry (MIB/MS) kinome profiling and Western blot analysis, we found that both subtypes display inhibition of the SFKs in response to dasatinib after both short- and long-term treatment. The MIB/MS analyses revealed that several cell-cycle kinases, including CDK4, CDK6, and the Aurora kinases, are down-regulated by dasatinib treatment in the ABC, but not in the GCB, subtype. The present findings have potential implications for the clinical use of dasatinib for the treatment of ABC DLBCL, either alone or in combination with other agents.
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Affiliation(s)
| | | | | | | | | | - Kristy L Richards
- Department of Biomedical Sciences , College of Veterinary Medicine, Cornell University , T8 004b Veterinary Research Tower, Box 17 , Ithaca , New York 14853 , United States
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17
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Sen K, Bhattacharyya D, Sarkar A, Das J, Maji N, Basu M, Ghosh Z, Ghosh TC. Exploring the major cross-talking edges of competitive endogenous RNA networks in human Chronic and Acute Myeloid Leukemia. Biochim Biophys Acta Gen Subj 2018; 1862:1883-1892. [DOI: 10.1016/j.bbagen.2018.06.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 05/14/2018] [Accepted: 06/04/2018] [Indexed: 12/31/2022]
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18
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Krulikas LJ, McDonald IM, Lee B, Okumu DO, East MP, Gilbert TSK, Herring LE, Golitz BT, Wells CI, Axtman AD, Zuercher WJ, Willson TM, Kireev D, Yeh JJ, Johnson GL, Baines AT, Graves LM. Application of Integrated Drug Screening/Kinome Analysis to Identify Inhibitors of Gemcitabine-Resistant Pancreatic Cancer Cell Growth. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2018; 23:850-861. [PMID: 29742358 PMCID: PMC6102050 DOI: 10.1177/2472555218773045] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Continuous exposure of a pancreatic cancer cell line MIA PaCa-2 (MiaS) to gemcitabine resulted in the formation of a gemcitabine-resistant subline (MiaR). In an effort to discover kinase inhibitors that inhibited MiaR growth, MiaR cells were exposed to kinase inhibitors (PKIS-1 library) in a 384-well screening format. Three compounds (UNC10112721A, UNC10112652A, and UNC10112793A) were identified that inhibited the growth of MiaR cells by more than 50% (at 50 nM). Two compounds (UNC10112721A and UNC10112652A) were classified as cyclin-dependent kinase (CDK) inhibitors, whereas UNC10112793A was reported to be a PLK inhibitor. Dose-response experiments supported the efficacy of these compounds to inhibit growth and increase apoptosis in 2D cultures of these cells. However, only UNC10112721A significantly inhibited the growth of 3D spheroids composed of MiaR cells and GFP-tagged cancer-associated fibroblasts. Multiplexed inhibitor bead (MIB)-mass spectrometry (MS) kinome competition experiments identified CDK9, CLK1-4, DYRK1A, and CSNK1 as major kinase targets for UNC10112721A in MiaR cells. Another CDK9 inhibitor (CDK-IN-2) replicated the growth inhibitory effects of UNC10112721A, whereas inhibitors against the CLK, DYRK, or CSNK1 kinases had no effect. In summary, these studies describe a coordinated approach to discover novel kinase inhibitors, evaluate their efficacy in 3D models, and define their specificity against the kinome.
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Affiliation(s)
- Linas J. Krulikas
- Department of Pharmacology, University of North Carolina at Chapel Hill, NC, USA
| | - Ian M. McDonald
- Department of Pharmacology, University of North Carolina at Chapel Hill, NC, USA
| | - Benjamin Lee
- Department of Pharmacology, University of North Carolina at Chapel Hill, NC, USA
| | - Denis O. Okumu
- Department of Pharmacology, University of North Carolina at Chapel Hill, NC, USA
| | - Michael P. East
- Department of Pharmacology, University of North Carolina at Chapel Hill, NC, USA
| | - Thomas S. K. Gilbert
- Department of Pharmacology, University of North Carolina at Chapel Hill, NC, USA
| | - Laura E. Herring
- Department of Pharmacology, University of North Carolina at Chapel Hill, NC, USA
| | - Brian T. Golitz
- Department of Pharmacology, University of North Carolina at Chapel Hill, NC, USA
| | - Carrow I. Wells
- Structural Genomics Consortium, University of North Carolina at Chapel Hill, NC, USA
| | - Allison D. Axtman
- Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, NC, USA
| | - William J. Zuercher
- Structural Genomics Consortium, University of North Carolina at Chapel Hill, NC, USA
| | - Timothy M. Willson
- Structural Genomics Consortium, University of North Carolina at Chapel Hill, NC, USA
| | - Dmitri Kireev
- Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, NC, USA
| | - Jen Jen Yeh
- Lineberger Cancer Center, University of North Carolina at Chapel Hill, NC, USA
| | - Gary L. Johnson
- Department of Pharmacology, University of North Carolina at Chapel Hill, NC, USA
| | | | - Lee M. Graves
- Department of Pharmacology, University of North Carolina at Chapel Hill, NC, USA
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19
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Mundt F, Rajput S, Li S, Ruggles KV, Mooradian AD, Mertins P, Gillette MA, Krug K, Guo Z, Hoog J, Erdmann-Gilmore P, Primeau T, Huang S, Edwards DP, Wang X, Wang X, Kawaler E, Mani DR, Clauser KR, Gao F, Luo J, Davies SR, Johnson GL, Huang KL, Yoon CJ, Ding L, Fenyö D, Ellis MJ, Townsend RR, Held JM, Carr SA, Ma CX. Mass Spectrometry-Based Proteomics Reveals Potential Roles of NEK9 and MAP2K4 in Resistance to PI3K Inhibition in Triple-Negative Breast Cancers. Cancer Res 2018; 78:2732-2746. [PMID: 29472518 PMCID: PMC5955814 DOI: 10.1158/0008-5472.can-17-1990] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Revised: 01/09/2018] [Accepted: 02/19/2018] [Indexed: 12/20/2022]
Abstract
Activation of PI3K signaling is frequently observed in triple-negative breast cancer (TNBC), yet PI3K inhibitors have shown limited clinical activity. To investigate intrinsic and adaptive mechanisms of resistance, we analyzed a panel of patient-derived xenograft models of TNBC with varying responsiveness to buparlisib, a pan-PI3K inhibitor. In a subset of patient-derived xenografts, resistance was associated with incomplete inhibition of PI3K signaling and upregulated MAPK/MEK signaling in response to buparlisib. Outlier phosphoproteome and kinome analyses identified novel candidates functionally important to buparlisib resistance, including NEK9 and MAP2K4. Knockdown of NEK9 or MAP2K4 reduced both baseline and feedback MAPK/MEK signaling and showed synthetic lethality with buparlisib in vitro A complex in/del frameshift in PIK3CA decreased sensitivity to buparlisib via NEK9/MAP2K4-dependent mechanisms. In summary, our study supports a role for NEK9 and MAP2K4 in mediating buparlisib resistance and demonstrates the value of unbiased omic analyses in uncovering resistance mechanisms to targeted therapy.Significance: Integrative phosphoproteogenomic analysis is used to determine intrinsic resistance mechanisms of triple-negative breast tumors to PI3K inhibition. Cancer Res; 78(10); 2732-46. ©2018 AACR.
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Affiliation(s)
- Filip Mundt
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Sandeep Rajput
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Shunqiang Li
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Kelly V Ruggles
- Department of Medicine, New York University Langone Health, New York, New York
| | - Arshag D Mooradian
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Philipp Mertins
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Proteomics Platform, Max Delbrück Center for Molecular Medicine in the Helmholtz Society, Berlin, Germany and Berlin Institute of Health, Berlin, Germany
| | - Michael A Gillette
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Karsten Krug
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Zhanfang Guo
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Jeremy Hoog
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Petra Erdmann-Gilmore
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Tina Primeau
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Shixia Huang
- Dan L. Duncan Cancer Center and Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas
| | - Dean P Edwards
- Dan L. Duncan Cancer Center and Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas
| | - Xiaowei Wang
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri
| | - Xuya Wang
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, New York University Langone Health, New York, New York
| | - Emily Kawaler
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, New York University Langone Health, New York, New York
| | - D R Mani
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Karl R Clauser
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Feng Gao
- Division of Public Health Science, Siteman Cancer Center Biostatistics Core, Washington University School of Medicine, St. Louis, Missouri
| | - Jingqin Luo
- Division of Public Health Science, Siteman Cancer Center Biostatistics Core, Washington University School of Medicine, St. Louis, Missouri
| | - Sherri R Davies
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Gary L Johnson
- Department of Pharmacology, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Kuan-Lin Huang
- Department of Medicine, McDonnell Genome Institute, Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri
| | - Christopher J Yoon
- Department of Medicine, McDonnell Genome Institute, Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri
| | - Li Ding
- Department of Medicine, McDonnell Genome Institute, Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri
| | - David Fenyö
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, New York University Langone Health, New York, New York
| | - Matthew J Ellis
- Lester and Sue Smith Breast Center, Dan L. Duncan Comprehensive Cancer Center and Departments of Medicine and Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas
| | - R Reid Townsend
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Jason M Held
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Steven A Carr
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
| | - Cynthia X Ma
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri.
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20
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Uezato Y, Kameshita I, Morisawa K, Sakamoto S, Kinoshita E, Kinoshita-Kikuta E, Koike T, Sugiyama Y. A method for profiling the phosphorylation state of tyrosine protein kinases. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2018; 1867:71-75. [PMID: 29753089 DOI: 10.1016/j.bbapap.2018.05.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 04/14/2018] [Accepted: 05/08/2018] [Indexed: 01/08/2023]
Abstract
Protein kinases are known to be implicated in various biological phenomena and diseases through their involvement in protein phosphorylation. Therefore, analysis of the activity of protein kinases by examination of their phosphorylation state is important to elucidate their mechanisms. However, a method for analyzing the phosphorylation state of entire protein kinases in cells is not established. In the present study, we developed a new profiling method to analyze the expression and phosphorylation state of protein kinases using a Multi-PK antibody and Phos-tag 2D-PAGE. When HL-60 cells were differentiated into macrophage-like cells induced by 12-O-tetradecanoylphorbol-13-acetate, we observed significant changes in the expression and phosphorylation state of immunoreactive spots by this method. These results show that tyrosine kinase expression levels and phosphorylation state are changed by differentiation. Taken together, the developed method will be a useful tool for analysis of intracellular tyrosine protein kinases.
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Affiliation(s)
- Yuuki Uezato
- Department of Life Sciences, Faculty of Agriculture, Kagawa University, Kagawa 761-0795, Japan
| | - Isamu Kameshita
- Department of Life Sciences, Faculty of Agriculture, Kagawa University, Kagawa 761-0795, Japan
| | - Keiko Morisawa
- Laboratory of Molecular Biology, Science Research Center, Kochi Medical School, Kochi 783-8505, Japan
| | - Shuji Sakamoto
- Laboratory of Molecular Biology, Science Research Center, Kochi Medical School, Kochi 783-8505, Japan
| | - Eiji Kinoshita
- Department of Functional Molecular Science, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima 734-8553, Japan
| | - Emiko Kinoshita-Kikuta
- Department of Functional Molecular Science, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima 734-8553, Japan
| | - Tohru Koike
- Department of Functional Molecular Science, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima 734-8553, Japan
| | - Yasunori Sugiyama
- Department of Life Sciences, Faculty of Agriculture, Kagawa University, Kagawa 761-0795, Japan.
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21
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Perez DR, Nickl CK, Waller A, Delgado-Martin C, Woods T, Sharma ND, Hermiston ML, Loh ML, Hunger SP, Winter SS, Chigaev A, Edwards B, Sklar LA, Matlawska-Wasowska K. High-Throughput Flow Cytometry Identifies Small-Molecule Inhibitors for Drug Repurposing in T-ALL. SLAS DISCOVERY 2018; 23:732-741. [PMID: 29746793 DOI: 10.1177/2472555218774248] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Kinase inhibitors have dramatically increased patient survival in a multitude of cancers, including hematological malignancies. However, kinase inhibitors have not yet been integrated into current clinical trials for patients with T-cell-lineage acute lymphoblastic leukemia (T-ALL). In this study, we used a high-throughput flow cytometry (HTFC) approach to test a collection of small-molecule inhibitors, including 26 FDA-approved tyrosine kinase inhibitors in a panel of T-ALL cell lines and patient-derived xenografts. Because hypoxia is known to cause resistance to chemotherapy, we developed a synthetic niche that mimics the low oxygen levels found in leukemic bone marrow to evaluate the effects of hypoxia on the tested inhibitors. Drug sensitivity screening was performed using the Agilent BioCel automated liquid handling system integrated with the HyperCyt HT flow cytometry platform, and the uptake of propidium iodide was used as an indication of cell viability. The HTFC dose-response testing identified several compounds that were efficacious in both normal and hypoxic conditions. This study shows that some clinically approved kinase inhibitors target T-ALL in the hypoxic niche of the bone marrow.
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Affiliation(s)
- Dominique R Perez
- 1 Department of Pathology, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA.,2 Center for Molecular Discovery, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA.,3 University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, USA
| | - Christian K Nickl
- 3 University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, USA.,4 Department of Pediatrics, Division of Pediatric Research, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA
| | - Anna Waller
- 1 Department of Pathology, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA.,2 Center for Molecular Discovery, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA.,3 University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, USA
| | - Cristina Delgado-Martin
- 5 Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, CA, USA
| | - Travis Woods
- 1 Department of Pathology, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA.,2 Center for Molecular Discovery, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA.,3 University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, USA
| | - Nitesh D Sharma
- 3 University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, USA.,4 Department of Pediatrics, Division of Pediatric Research, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA
| | - Michelle L Hermiston
- 5 Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, CA, USA
| | - Mignon L Loh
- 5 Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, CA, USA
| | - Stephen P Hunger
- 6 Department of Pediatrics and the Center for Childhood Cancer Research, Children's Hospital of Philadelphia and the Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Stuart S Winter
- 7 Children's Minnesota Research Institute, Children's Minnesota, Minneapolis, MN, USA
| | - Alexandre Chigaev
- 1 Department of Pathology, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA.,2 Center for Molecular Discovery, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA.,3 University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, USA
| | - Bruce Edwards
- 1 Department of Pathology, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA.,2 Center for Molecular Discovery, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA.,3 University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, USA
| | - Larry A Sklar
- 1 Department of Pathology, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA.,2 Center for Molecular Discovery, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA.,3 University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, USA
| | - Ksenia Matlawska-Wasowska
- 3 University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, USA.,4 Department of Pediatrics, Division of Pediatric Research, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA
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22
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Lang JD, Hendricks WPD, Orlando KA, Yin H, Kiefer J, Ramos P, Sharma R, Pirrotte P, Raupach EA, Sereduk C, Tang N, Liang WS, Washington M, Facista SJ, Zismann VL, Cousins EM, Major MB, Wang Y, Karnezis AN, Sekulic A, Hass R, Vanderhyden BC, Nair P, Weissman BE, Huntsman DG, Trent JM. Ponatinib Shows Potent Antitumor Activity in Small Cell Carcinoma of the Ovary Hypercalcemic Type (SCCOHT) through Multikinase Inhibition. Clin Cancer Res 2018; 24:1932-1943. [PMID: 29440177 DOI: 10.1158/1078-0432.ccr-17-1928] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 11/27/2017] [Accepted: 02/02/2018] [Indexed: 11/16/2022]
Abstract
Purpose: Small cell carcinoma of the ovary, hypercalcemic type (SCCOHT) is a rare, aggressive ovarian cancer in young women that is universally driven by loss of the SWI/SNF ATPase subunits SMARCA4 and SMARCA2. A great need exists for effective targeted therapies for SCCOHT.Experimental Design: To identify underlying therapeutic vulnerabilities in SCCOHT, we conducted high-throughput siRNA and drug screens. Complementary proteomics approaches profiled kinases inhibited by ponatinib. Ponatinib was tested for efficacy in two patient-derived xenograft (PDX) models and one cell-line xenograft model of SCCOHT.Results: The receptor tyrosine kinase (RTK) family was enriched in siRNA screen hits, with FGFRs and PDGFRs being overlapping hits between drug and siRNA screens. Of multiple potent drug classes in SCCOHT cell lines, RTK inhibitors were only one of two classes with selectivity in SCCOHT relative to three SWI/SNF wild-type ovarian cancer cell lines. We further identified ponatinib as the most effective clinically approved RTK inhibitor. Reexpression of SMARCA4 was shown to confer a 1.7-fold increase in resistance to ponatinib. Subsequent proteomic assessment of ponatinib target modulation in SCCOHT cell models confirmed inhibition of nine known ponatinib target kinases alongside 77 noncanonical ponatinib targets in SCCOHT. Finally, ponatinib delayed tumor doubling time 4-fold in SCCOHT-1 xenografts while reducing final tumor volumes in SCCOHT PDX models by 58.6% and 42.5%.Conclusions: Ponatinib is an effective agent for SMARCA4-mutant SCCOHT in both in vitro and in vivo preclinical models through its inhibition of multiple kinases. Clinical investigation of this FDA-approved oncology drug in SCCOHT is warranted. Clin Cancer Res; 24(8); 1932-43. ©2018 AACR.
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Affiliation(s)
- Jessica D Lang
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - William P D Hendricks
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Krystal A Orlando
- Department of Pathology and Laboratory Medicine, Lineberger Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Hongwei Yin
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Jeffrey Kiefer
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Pilar Ramos
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Ritin Sharma
- Collaborative Center for Translational Mass Spectrometry, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Patrick Pirrotte
- Collaborative Center for Translational Mass Spectrometry, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Elizabeth A Raupach
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona.,Collaborative Center for Translational Mass Spectrometry, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Chris Sereduk
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Nanyun Tang
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Winnie S Liang
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Megan Washington
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Salvatore J Facista
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Victoria L Zismann
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona
| | - Emily M Cousins
- Department of Cell Biology and Physiology, Lineberger Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Michael B Major
- Department of Cell Biology and Physiology, Lineberger Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Yemin Wang
- Department of Pathology and Laboratory Medicine, University of British Columbia and Department of Molecular Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Anthony N Karnezis
- Department of Pathology and Laboratory Medicine, University of British Columbia and Department of Molecular Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Aleksandar Sekulic
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona.,Department of Dermatology, Mayo Clinic, Scottsdale, Arizona
| | - Ralf Hass
- Department of Obstetrics and Gynecology, Hannover Medical School, Hannover, Germany
| | - Barbara C Vanderhyden
- Department of Cellular and Molecular Medicine, University of Ottawa, and Cancer Therapeutics Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | | | - Bernard E Weissman
- Department of Pathology and Laboratory Medicine, Lineberger Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - David G Huntsman
- Department of Pathology and Laboratory Medicine, University of British Columbia and Department of Molecular Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada.,Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jeffrey M Trent
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute (TGen), Phoenix, Arizona.
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23
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Cousins EM, Goldfarb D, Yan F, Roques J, Darr D, Johnson GL, Major MB. Competitive Kinase Enrichment Proteomics Reveals that Abemaciclib Inhibits GSK3β and Activates WNT Signaling. Mol Cancer Res 2018; 16:333-344. [PMID: 29133594 PMCID: PMC5805620 DOI: 10.1158/1541-7786.mcr-17-0468] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Revised: 10/17/2017] [Accepted: 11/01/2017] [Indexed: 11/16/2022]
Abstract
The cellular and organismal phenotypic response to a small-molecule kinase inhibitor is defined collectively by the inhibitor's targets and their functions. The selectivity of small-molecule kinase inhibitors is commonly determined in vitro, using purified kinases and substrates. Recently, competitive chemical proteomics has emerged as a complementary, unbiased, cell-based methodology to define the target landscape of kinase inhibitors. Here, we evaluated and optimized a competitive multiplexed inhibitor bead mass spectrometry (MIB/MS) platform using cell lysates, live cells, and treated mice. Several clinically active kinase inhibitors were profiled, including trametinib, BMS-777607, dasatinib, abemaciclib, and palbociclib. MIB/MS competition analyses of the cyclin-dependent kinase 4 and 6 (CDK4/6) inhibitors abemaciclib and palbociclib revealed overlapping and unique kinase targets. Competitive MIB/MS analysis of abemaciclib revealed 83 target kinases, and dose-response MIB/MS profiling revealed glycogen synthase kinase 3 alpha and beta (GSK3α and β) and Ca2+/calmodulin-dependent protein kinase II delta and gamma (CAMKIIδ and γ) as the most potently inhibited. Cell-based and in vitro kinase assays show that in contrast to palbociclib, abemaciclib directly inhibits GSK3α/β and CAMKIIγ/δ kinase activity at low nanomolar concentrations. GSK3β phosphorylates β-catenin to suppress WNT signaling, while abemaciclib (but not palbociclib or ribociclib) potently activates β-catenin-dependent WNT signaling. These data illustrate the power of competitive chemical proteomics to define kinase target specificities for kinase inhibitors, thus informing clinical efficacy, dose-limiting toxicities, and drug-repurposing efforts.Implications: This study uses a rapid and quantitative proteomics approach to define inhibitor-target data for commonly administered therapeutics and provides a cell-based alternative to in vitro kinome profiling. Mol Cancer Res; 16(2); 333-44. ©2017 AACR.
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Affiliation(s)
- Emily M Cousins
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Dennis Goldfarb
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Feng Yan
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Jose Roques
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - David Darr
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Gary L Johnson
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Pharmacology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Michael B Major
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Pharmacology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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24
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Tabbò F, Pizzi M, Kyriakides PW, Ruggeri B, Inghirami G. Oncogenic kinase fusions: an evolving arena with innovative clinical opportunities. Oncotarget 2018; 7:25064-86. [PMID: 26943776 PMCID: PMC5041889 DOI: 10.18632/oncotarget.7853] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 01/24/2016] [Indexed: 01/08/2023] Open
Abstract
Cancer biology relies on intrinsic and extrinsic deregulated pathways, involving a plethora of intra-cellular and extra-cellular components. Tyrosine kinases are frequently deregulated genes, whose aberrant expression is often caused by major cytogenetic events (e.g. chromosomal translocations). The resulting tyrosine kinase fusions (TKFs) prompt the activation of oncogenic pathways, determining the biological and clinical features of the associated tumors. First reported half a century ago, oncogenic TKFs are now found in a large series of hematologic and solid tumors. The molecular basis of TKFs has been thoroughly investigated and tailored therapies against recurrent TKFs have recently been developed. This review illustrates the biology of oncogenic TKFs and their role in solid as well as hematological malignancies. We also address the therapeutic implications of TKFs and the many open issues concerning their clinical impact.
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Affiliation(s)
- Fabrizio Tabbò
- Department of Molecular Biotechnology and Health Science and Center for Experimental Research and Medical Studies (CeRMS), University of Torino, Torino, Italy.,Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Marco Pizzi
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA.,General Pathology and Cytopathology Unit, Department of Medicine-DIMED, University of Padova, Padova, Italy
| | - Peter W Kyriakides
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Bruce Ruggeri
- Pre-Clinical Discovery Biology, Incyte Corporation, Wilmington, DE, USA
| | - Giorgio Inghirami
- Department of Molecular Biotechnology and Health Science and Center for Experimental Research and Medical Studies (CeRMS), University of Torino, Torino, Italy.,Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA.,Department of Pathology, and NYU Cancer Center, New York University School of Medicine, New York, NY, USA
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25
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Wilson LJ, Linley A, Hammond DE, Hood FE, Coulson JM, MacEwan DJ, Ross SJ, Slupsky JR, Smith PD, Eyers PA, Prior IA. New Perspectives, Opportunities, and Challenges in Exploring the Human Protein Kinome. Cancer Res 2017; 78:15-29. [DOI: 10.1158/0008-5472.can-17-2291] [Citation(s) in RCA: 97] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2017] [Revised: 09/22/2017] [Accepted: 10/31/2017] [Indexed: 11/16/2022]
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26
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Qiao Z, Shiozawa K, Kondo T. Proteomic approach toward determining the molecular background of pazopanib resistance in synovial sarcoma. Oncotarget 2017; 8:109587-109595. [PMID: 29312631 PMCID: PMC5752544 DOI: 10.18632/oncotarget.22730] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Accepted: 10/28/2017] [Indexed: 12/13/2022] Open
Abstract
Pazopanib, a multitarget tyrosine kinase (TK) inhibitor, has been approved for treatment of soft tissue sarcoma. Elucidation of the molecular background of pazopanib resistance should lead to improved clinical outcomes in sarcomas; accordingly, we investigated this in synovial sarcoma using a proteomic approach. Pazopanib sensitivity was examined in four synovial sarcoma cell lines: SYO-1, HS-SYII, 1273/99, and YaFuSS. The 1273/99 cell line showed significantly higher IC50 values than the others for pazopanib. Expression levels of 90 TKs in the cell lines were examined by western blotting. Among these, the levels of PDGFRB, DDR1, AXL, MET, and PYK2 were higher, and those of FGFR1 and VEGFR3 were lower in the 1273/99 cell line than the other cell lines. Gene silencing analysis of the TKs upregulated in 1273/99 cells showed differing effects on cell growth: PDGFRB, MET, and PYK2 knockdown induced cell growth inhibition, whereas DDR1 and AXL knockdown did not influence cell growth. Using the PamChip peptide microarray, we found that 18 peptide substrates were highly phosphorylated in the 1273/99 cell line compared with other cell lines. Using the PhosphoNet database, we found that kinases FGFR3, RET, VEGFR1, EPHA2, EPHA4, TRKA, and SRC phosphorylated these 18 peptide substrates. Moreover, the results for overexpressed and aberrantly activated TKs in pazopanib-resistant cells showed no overlap. Taken together, our study indicates that identification of comprehensive TK profiles represents an essential approach to determining the molecular background of pazopanib resistance in synovial sarcoma.
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Affiliation(s)
- Zhiwei Qiao
- Division of Rare Cancer Research, National Cancer Center Research Institute, Chuo-ku, Tokyo 104-0045, Japan
| | - Kumiko Shiozawa
- Division of Rare Cancer Research, National Cancer Center Research Institute, Chuo-ku, Tokyo 104-0045, Japan
| | - Tadashi Kondo
- Division of Rare Cancer Research, National Cancer Center Research Institute, Chuo-ku, Tokyo 104-0045, Japan
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27
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Phadke M, Remsing Rix LL, Smalley I, Bryant AT, Luo Y, Lawrence HR, Schaible BJ, Chen YA, Rix U, Smalley KSM. Dabrafenib inhibits the growth of BRAF-WT cancers through CDK16 and NEK9 inhibition. Mol Oncol 2017; 12:74-88. [PMID: 29112787 PMCID: PMC5748485 DOI: 10.1002/1878-0261.12152] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Accepted: 10/23/2017] [Indexed: 12/22/2022] Open
Abstract
Although the BRAF inhibitors dabrafenib and vemurafenib have both proven successful against BRAF-mutant melanoma, there seem to be differences in their mechanisms of action. Here, we show that dabrafenib is more effective at inhibiting the growth of NRAS-mutant and KRAS-mutant cancer cell lines than vemurafenib. Using mass spectrometry-based chemical proteomics, we identified NEK9 and CDK16 as unique targets of dabrafenib. Both NEK9 and CDK16 were highly expressed in specimens of advanced melanoma, with high expression of both proteins correlating with a worse overall survival. A role for NEK9 in the growth of NRAS- and KRAS-mutant cell lines was suggested by siRNA studies in which silencing was associated with decreased proliferation, cell cycle arrest associated with increased p21 expression, inhibition of phospho-CHK1, decreased CDK4 expression, and the initiation of a senescence response. Inhibition of CDK4 but not CHK1 recapitulated the effects of NEK9 silencing, indicating this to be the likely mechanism of growth inhibition. We next turned our attention to CDK16 and found that its knockdown inhibited the phosphorylation of the Rb protein at S780 and increased expression of p27. Both of these effects were phenocopied in NRAS- and KRAS-mutant cancer cells by dabrafenib, but not vemurafenib. Combined silencing of NEK9 and CDK16 was associated with enhanced inhibition of melanoma cell proliferation. In summary, we have identified dabrafenib as a potent inhibitor of NEK9 and CDK16, and our studies suggest that inhibition of these kinases may have activity against cancers that do not harbor BRAF mutations.
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Affiliation(s)
- Manali Phadke
- The Department of Tumor Biology, The Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Lily L Remsing Rix
- The Department of Drug Discovery, The Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Inna Smalley
- The Department of Tumor Biology, The Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Annamarie T Bryant
- The Department of Drug Discovery, The Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Yunting Luo
- The Chemical Biology Core, The Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Harshani R Lawrence
- The Chemical Biology Core, The Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Braydon J Schaible
- The Department of Biostatistics and Bioinformatics, The Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Yian A Chen
- The Department of Biostatistics and Bioinformatics, The Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Uwe Rix
- The Department of Drug Discovery, The Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Keiran S M Smalley
- The Department of Tumor Biology, The Moffitt Cancer Center & Research Institute, Tampa, FL, USA.,The Department of Cutaneous Oncology, The Moffitt Cancer Center & Research Institute, Tampa, FL, USA
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28
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Abstract
Protein and lipid kinases are deregulated in most, if not all, cancers and are among the most valuable therapeutic targets in these diseases. Despite the introduction of dozens of effective kinase inhibitors into clinical practice, the development of drug resistance remains a major barrier to treatment because of adaption of cellular signaling pathways to bypass targeted kinases. So that the basal and adaptive responses of kinases in cancer can be better understood, new methods have emerged that allow simultaneous and unbiased measurement of the activation state of a substantial fraction of the entire kinome. Here, we discuss such kinome-profiling methodologies, emphasizing the relative strengths and weaknesses of each approach.
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Affiliation(s)
- Maria Radu
- Cancer Biology Program, Fox Chase Cancer Center, 333 Cottman Avenue, Philadelphia, PA, 19111-2497, USA
| | - Jonathan Chernoff
- Cancer Biology Program, Fox Chase Cancer Center, 333 Cottman Avenue, Philadelphia, PA, 19111-2497, USA
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29
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Sugiyama Y, Kameshita I. Multi-PK antibodies: Powerful analytical tools to explore the protein kinase world. Biochem Biophys Rep 2017; 11:40-45. [PMID: 28955766 PMCID: PMC5614692 DOI: 10.1016/j.bbrep.2017.06.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2017] [Revised: 06/07/2017] [Accepted: 06/20/2017] [Indexed: 11/25/2022] Open
Abstract
Diverse biological events are regulated through protein phosphorylation mediated by protein kinases. Some of these protein kinases are known to be involved in the pathogenesis of various diseases. Although 518 protein kinase genes were identified in the human genome, it remains unclear how many and what kind of protein kinases are expressed and activated in cells and tissues under varying situations. To investigate cellular signaling by protein kinases, we developed monoclonal antibodies, designated as Multi-PK antibodies, that can recognize multiple protein kinases in various biological species. These Multi-PK antibodies can be used to profile the kinases expressed in cells and tissues, identify the kinases of special interest, and analyze protein kinase expression and phosphorylation state. Here we introduce some applications of Multi-PK antibodies to identify and characterize the protein kinases involved in epigenetics, glucotoxicity in type 2 diabetes, and pathogenesis of ulcerative colitis. In this review, we focus on the recently developed technologies for kinomics studies using the powerful analytical tools of Multi-PK antibodies. Multi-PK antibodies recognize a wide variety of protein kinases. New analytical methods using Multi-PK antibodies for protein kinase studies are explained. Kinomics studies using Multi-PK antibodies are introduced.
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Key Words
- 2D-PAGE, two-dimensional polyacrylamide gel electrophoresis
- CDKL5, cyclin-dependent kinase-like 5
- CNBr, cyanogen bromide
- CaMK, Ca2+/calmodulin-dependent protein kinase
- DCLK, double-cortin like protein kinase
- Dnmt1, DNA methyltransferase 1
- FAK, focal adhesion kinase
- IEF, isoelectric focusing
- IPG, immobilized pH gradient
- Kinomics
- MAPK, mitogen-activated protein kinase
- MeCP2, methylated-CpG-binding protein 2
- Monoclonal antibody
- Protein kinase
- Protein phosphorylation
- Proteomics
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30
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Cann ML, McDonald IM, East MP, Johnson GL, Graves LM. Measuring Kinase Activity-A Global Challenge. J Cell Biochem 2017; 118:3595-3606. [PMID: 28464261 DOI: 10.1002/jcb.26103] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 04/28/2017] [Indexed: 12/22/2022]
Abstract
The kinase enzymes within a cell, known collectively as the kinome, play crucial roles in many signaling pathways, including survival, motility, differentiation, stress response, and many more. Aberrant signaling through kinase pathways is often linked to cancer, among other diseases. A major area of scientific research involves understanding the relationships between kinases, their targets, and how the kinome adapts to perturbations of the cellular system. This review will discuss many of the current and developing methods for studying kinase activity, and evaluate their applications, advantages, and disadvantages. J. Cell. Biochem. 118: 3595-3606, 2017. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Marissa L Cann
- Department of Pharmacology, University of North Carolina at Chapel Hill, Genetic Medicine Building, Campus Box #7365, 120 Mason Farm Rd., Chapel Hill, North Carolina, 27599
| | - Ian M McDonald
- Department of Pharmacology, University of North Carolina at Chapel Hill, Genetic Medicine Building, Campus Box #7365, 120 Mason Farm Rd., Chapel Hill, North Carolina, 27599
| | - Michael P East
- Department of Pharmacology, University of North Carolina at Chapel Hill, Genetic Medicine Building, Campus Box #7365, 120 Mason Farm Rd., Chapel Hill, North Carolina, 27599
| | - Gary L Johnson
- Department of Pharmacology, University of North Carolina at Chapel Hill, Genetic Medicine Building, Campus Box #7365, 120 Mason Farm Rd., Chapel Hill, North Carolina, 27599
| | - Lee M Graves
- Department of Pharmacology, University of North Carolina at Chapel Hill, Genetic Medicine Building, Campus Box #7365, 120 Mason Farm Rd., Chapel Hill, North Carolina, 27599
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31
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Okumu DO, East MP, Levine M, Herring LE, Zhang R, Gilbert TSK, Litchfield DW, Zhang Y, Graves LM. BIRC6 mediates imatinib resistance independently of Mcl-1. PLoS One 2017; 12:e0177871. [PMID: 28520795 PMCID: PMC5433768 DOI: 10.1371/journal.pone.0177871] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Accepted: 05/04/2017] [Indexed: 12/13/2022] Open
Abstract
Baculoviral IAP repeat containing 6 (BIRC6) is a member of the inhibitors of apoptosis proteins (IAPs), a family of functionally and structurally related proteins that inhibit apoptosis. BIRC6 has been implicated in drug resistance in several different human cancers, however mechanisms regulating BIRC6 have not been extensively explored. Our phosphoproteomic analysis of an imatinib-resistant chronic myelogenous leukemia (CML) cell line (MYL-R) identified increased amounts of a BIRC6 peptide phosphorylated at S480, S482, and S486 compared to imatinib-sensitive CML cells (MYL). Thus we investigated the role of BIRC6 in mediating imatinib resistance and compared it to the well-characterized anti-apoptotic protein, Mcl-1. Both BIRC6 and Mcl-1 were elevated in MYL-R compared to MYL cells. Lentiviral shRNA knockdown of BIRC6 in MYL-R cells increased imatinib-stimulated caspase activation and resulted in a ~20-25-fold increase in imatinib sensitivity, without affecting Mcl-1. Treating MYL-R cells with CDK9 inhibitors decreased BIRC6 mRNA, but not BIRC6 protein levels. By contrast, while CDK9 inhibitors reduced Mcl-1 mRNA and protein, they did not affect imatinib sensitivity. Since the Src family kinase Lyn is highly expressed and active in MYL-R cells, we tested the effects of Lyn inhibition on BIRC6 and Mcl-1. RNAi-mediated knockdown or inhibition of Lyn (dasatinib/ponatinib) reduced BIRC6 protein stability and increased caspase activation. Inhibition of Lyn also increased formation of an N-terminal BIRC6 fragment in parallel with reduced amount of the BIRC6 phosphopeptide, suggesting that Lyn may regulate BIRC6 phosphorylation and stability. In summary, our data show that BIRC6 stability is dependent on Lyn, and that BIRC6 mediates imatinib sensitivity independently of Mcl-1 or CDK9. Hence, BIRC6 may be a novel target for the treatment of drug-resistant CML where Mcl-1 or CDK9 inhibitors have failed.
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Affiliation(s)
- Denis O. Okumu
- Department of Pharmacology, School of Medicine, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Michael P. East
- Department of Pharmacology, School of Medicine, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Merlin Levine
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Laura E. Herring
- Department of Pharmacology, School of Medicine, University of North Carolina, Chapel Hill, North Carolina, United States of America
- UNC Michael Hooker Proteomics Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Raymond Zhang
- Department of Pharmacology, School of Medicine, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Thomas S. K. Gilbert
- Department of Pharmacology, School of Medicine, University of North Carolina, Chapel Hill, North Carolina, United States of America
- UNC Michael Hooker Proteomics Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - David W. Litchfield
- Department of Biochemistry, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Yanping Zhang
- Department of Pharmacology, School of Medicine, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Department of Radiation Oncology, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Lee M. Graves
- Department of Pharmacology, School of Medicine, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
- UNC Michael Hooker Proteomics Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
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Arend KC, Lenarcic EM, Vincent HA, Rashid N, Lazear E, McDonald IM, Gilbert TSK, East MP, Herring LE, Johnson GL, Graves LM, Moorman NJ. Kinome Profiling Identifies Druggable Targets for Novel Human Cytomegalovirus (HCMV) Antivirals. Mol Cell Proteomics 2017; 16:S263-S276. [PMID: 28237943 PMCID: PMC5393402 DOI: 10.1074/mcp.m116.065375] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 02/23/2017] [Indexed: 11/06/2022] Open
Abstract
Human cytomegalovirus (HCMV) is a significant cause of disease in immune-compromised adults and immune naïve newborns. No vaccine exists to prevent HCMV infection, and current antiviral therapies have toxic side effects that limit the duration and intensity of their use. There is thus an urgent need for new strategies to treat HCMV infection. Repurposing existing drugs as antivirals is an attractive approach to limit the time and cost of new antiviral drug development. Virus-induced changes in infected cells are often driven by changes in cellular kinase activity, which led us to hypothesize that defining the complement of kinases (the kinome), whose abundance or expression is altered during infection would identify existing kinase inhibitors that could be repurposed as new antivirals. To this end, we applied a kinase capture technique, multiplexed kinase inhibitor bead-mass spectrometry (MIB-MS) kinome, to quantitatively measure perturbations in >240 cellular kinases simultaneously in cells infected with a laboratory-adapted (AD169) or clinical (TB40E) HCMV strain. MIB-MS profiling identified time-dependent increases and decreases in MIB binding of multiple kinases including cell cycle kinases, receptor tyrosine kinases, and mitotic kinases. Based on the kinome data, we tested the antiviral effects of kinase inhibitors and other compounds, several of which are in clinical use or development. Using a novel flow cytometry-based assay and a fluorescent reporter virus we identified three compounds that inhibited HCMV replication with IC50 values of <1 μm, and at doses that were not toxic to uninfected cells. The most potent inhibitor of HCMV replication was OTSSP167 (IC50 <1.2 nm), a MELK inhibitor, blocked HCMV early gene expression and viral DNA accumulation, resulting in a >3 log decrease in virus replication. These results show the utility of MIB-MS kinome profiling for identifying existing kinase inhibitors that can potentially be repurposed as novel antiviral drugs.
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Affiliation(s)
- Kyle C Arend
- From the ‡Department of Microbiology & Immunology
- ¶Lineberger Comprehensive Cancer Center
| | - Erik M Lenarcic
- From the ‡Department of Microbiology & Immunology
- ¶Lineberger Comprehensive Cancer Center
| | - Heather A Vincent
- From the ‡Department of Microbiology & Immunology
- ¶Lineberger Comprehensive Cancer Center
| | - Naim Rashid
- ¶Lineberger Comprehensive Cancer Center
- ‖Department of Biostatistics
| | - Eric Lazear
- From the ‡Department of Microbiology & Immunology
- ¶Lineberger Comprehensive Cancer Center
| | | | | | | | - Laura E Herring
- §Department of Pharmacology
- **UNC Michael Hooker Proteomics Core Facility University of North Carolina, Chapel Hill, 27599 North Carolina
| | | | - Lee M Graves
- §Department of Pharmacology
- **UNC Michael Hooker Proteomics Core Facility University of North Carolina, Chapel Hill, 27599 North Carolina
| | - Nathaniel J Moorman
- From the ‡Department of Microbiology & Immunology,
- ¶Lineberger Comprehensive Cancer Center
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On-column trypsinization allows for re-use of matrix in modified multiplexed inhibitor beads assay. Anal Biochem 2017; 523:10-16. [PMID: 28167071 DOI: 10.1016/j.ab.2017.01.027] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Revised: 01/18/2017] [Accepted: 01/31/2017] [Indexed: 11/21/2022]
Abstract
The Multiplexed Inhibitor Bead (MIB) assay is a previously published quantitative proteomic MS-based approach to study cellular kinomes. A rather extensive procedure, need for multiple custom-made kinase inhibitors and an inability to re-use the MIB-columns, has limited its applicability. Here we present a modified MIB assay in which elution of bound proteins is facilitated by on-column trypsinization. We tested the modified MIB assay by analyzing extract from three human cancer cell lines treated with the cytotoxic drugs cisplatin or docetaxel. Using only three immobilized kinase inhibitors, we were able to detect about 6000 proteins, including ∼40% of the kinome, as well as other signaling, metabolic and structural proteins. The method is reproducible and the MIB-columns are re-usable without loss of performance. This makes the MIB assay a simple, affordable, and rapid assay for monitoring changes in cellular signaling.
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Urisman A, Levin RS, Gordan JD, Webber JT, Hernandez H, Ishihama Y, Shokat KM, Burlingame AL. An Optimized Chromatographic Strategy for Multiplexing In Parallel Reaction Monitoring Mass Spectrometry: Insights from Quantitation of Activated Kinases. Mol Cell Proteomics 2017; 16:265-277. [PMID: 27940637 PMCID: PMC5294213 DOI: 10.1074/mcp.m116.058172] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Revised: 12/01/2016] [Indexed: 01/06/2023] Open
Abstract
Reliable quantitation of protein abundances in defined sets of cellular proteins is critical to numerous biological applications. Traditional immunodetection-based methods are limited by the quality and availability of specific antibodies, especially for site-specific post-translational modifications. Targeted proteomic methods, including the recently developed parallel reaction monitoring (PRM) mass spectrometry, have enabled accurate quantitative measurements of up to a few hundred specific target peptides. However, the degree of practical multiplexing in label-free PRM workflows remains a significant limitation for the technique. Here we present a strategy for significantly increasing multiplexing in label-free PRM that takes advantage of the superior separation characteristics and retention time stability of meter-scale monolithic silica-C18 column-based chromatography. We show the utility of the approach in quantifying kinase abundances downstream of previously developed active kinase enrichment methodology based on multidrug inhibitor beads. We examine kinase activation dynamics in response to three different MAP kinase inhibitors in colorectal carcinoma cells and demonstrate reliable quantitation of over 800 target peptides from over 150 kinases in a single label-free PRM run. The kinase activity profiles obtained from these analyses reveal compensatory activation of TGF-β family receptors as a response to MAPK blockade. The gains achieved using this label-free PRM multiplexing strategy will benefit a wide array of biological applications.
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Affiliation(s)
- Anatoly Urisman
- From the ‡Department of Pathology, University of California San Francisco, San Francisco, California;
- §Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, California
| | - Rebecca S Levin
- §Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, California
- ¶Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, California
| | - John D Gordan
- ¶Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, California
- ‖Department of Medicine, University of California San Francisco, San Francisco, California
| | - James T Webber
- **Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, California
| | - Hilda Hernandez
- §Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, California
| | - Yasushi Ishihama
- ‡‡Graduate School of Pharmaceutical Sciences, Kyoto University, Kyoto, Japan
| | - Kevan M Shokat
- ¶Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, California
- §§Howard Hughes Medical Institute, University of California San Francisco, San Francisco, California
| | - Alma L Burlingame
- §Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, California
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35
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Werth EG, McConnell EW, Gilbert TSK, Couso Lianez I, Perez CA, Manley CK, Graves LM, Umen JG, Hicks LM. Probing the global kinome and phosphoproteome in Chlamydomonas reinhardtii via sequential enrichment and quantitative proteomics. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2017; 89:416-426. [PMID: 27671103 DOI: 10.1111/tpj.13384] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Revised: 09/20/2016] [Accepted: 09/21/2016] [Indexed: 06/06/2023]
Abstract
The identification of dynamic protein phosphorylation events is critical for understanding kinase/phosphatase-regulated signaling pathways. To date, protein phosphorylation and kinase expression have been examined independently in photosynthetic organisms. Here we present a method to study the global kinome and phosphoproteome in tandem in a model photosynthetic organism, the alga Chlamydomonas reinhardtii (Chlamydomonas), using mass spectrometry-based label-free proteomics. A dual enrichment strategy targets intact protein kinases via capture on immobilized multiplexed inhibitor beads with subsequent proteolytic digestion of unbound proteins and peptide-based phosphorylation enrichment. To increase depth of coverage, both data-dependent and data-independent (via SWATH, Sequential Windowed Acquisition of All Theoretical Fragment Ion Mass Spectra) mass spectrometric acquisitions were performed to obtain a more than 50% increase in coverage of the enriched Chlamydomonas kinome over coverage found with no enrichment. The quantitative phosphoproteomic dataset yielded 2250 phosphopeptides and 1314 localized phosphosites with excellent reproducibility across biological replicates (90% of quantified sites with coefficient of variation below 11%). This approach enables simultaneous investigation of kinases and phosphorylation events at the global level to facilitate understanding of kinase networks and their influence in cell signaling events.
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Affiliation(s)
- Emily G Werth
- Department of Chemistry, University of North Carolina at Chapel Hill, 125 South Road, CB#3290, Chapel Hill, NC, 2759934, USA
| | - Evan W McConnell
- Department of Chemistry, University of North Carolina at Chapel Hill, 125 South Road, CB#3290, Chapel Hill, NC, 2759934, USA
| | - Thomas S Karim Gilbert
- The Department of Pharmacology, The University of North Carolina at Chapel Hill, NC 27599, USA
| | | | - Carlos A Perez
- Department of Chemistry, University of North Carolina at Chapel Hill, 125 South Road, CB#3290, Chapel Hill, NC, 2759934, USA
| | - Cherrel K Manley
- Department of Chemistry, University of North Carolina at Chapel Hill, 125 South Road, CB#3290, Chapel Hill, NC, 2759934, USA
| | - Lee M Graves
- The Department of Pharmacology, The University of North Carolina at Chapel Hill, NC 27599, USA
| | - James G Umen
- Donald Danforth Plant Science Center, St. Louis, MO 63132, USA
| | - Leslie M Hicks
- Department of Chemistry, University of North Carolina at Chapel Hill, 125 South Road, CB#3290, Chapel Hill, NC, 2759934, USA
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36
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Xiao Y, Wang Y. Global discovery of protein kinases and other nucleotide-binding proteins by mass spectrometry. MASS SPECTROMETRY REVIEWS 2016; 35:601-19. [PMID: 25376990 PMCID: PMC5609854 DOI: 10.1002/mas.21447] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2014] [Revised: 08/08/2014] [Accepted: 08/09/2014] [Indexed: 05/11/2023]
Abstract
Nucleotide-binding proteins, such as protein kinases, ATPases and GTP-binding proteins, are among the most important families of proteins that are involved in a number of pivotal cellular processes. However, global study of the structure, function, and expression level of nucleotide-binding proteins as well as protein-nucleotide interactions can hardly be achieved with the use of conventional approaches owing to enormous diversity of the nucleotide-binding protein family. Recent advances in mass spectrometry (MS) instrumentation, coupled with a variety of nucleotide-binding protein enrichment methods, rendered MS-based proteomics a powerful tool for the comprehensive characterizations of the nucleotide-binding proteome, especially the kinome. Here, we review the recent developments in the use of mass spectrometry, together with general and widely used affinity enrichment approaches, for the proteome-wide capture, identification and quantification of nucleotide-binding proteins, including protein kinases, ATPases, GTPases, and other nucleotide-binding proteins. The working principles, advantages, and limitations of each enrichment platform in identifying nucleotide-binding proteins as well as profiling protein-nucleotide interactions are summarized. The perspectives in developing novel MS-based nucleotide-binding protein detection platform are also discussed. © 2014 Wiley Periodicals, Inc. Mass Spec Rev 35:601-619, 2016.
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Affiliation(s)
| | - Yinsheng Wang
- Correspondence to: Yinsheng Wang, Department of Chemistry, University of California, Riverside, CA 92521-0403.
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Yuan LL, Wauson E, Duric V. Kinase-mediated signaling cascades in mood disorders and antidepressant treatment. J Neurogenet 2016; 30:178-184. [PMID: 27785950 PMCID: PMC5590647 DOI: 10.1080/01677063.2016.1245303] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2016] [Revised: 08/29/2016] [Accepted: 10/03/2016] [Indexed: 10/20/2022]
Abstract
Kinase-mediated signaling cascades regulate a number of different molecular mechanisms involved in cellular homeostasis, and are viewed as one of the most common intracellular processes that are robustly dysregulated in the pathophysiology of mood disorders such as depression. Newly emerged, rapid acting antidepressants are able to achieve therapeutic improvement, possibly in part, through stimulating activity of kinase-dependent signaling pathways. Thus, advancements in our understanding of how kinases may contribute to development and treatment of depression seem crucial. However, current investigations are limited to a single or small number of kinases and are unable to detect novel kinases. Here, we review fast developing kinome profiling approaches that allow identification of multiple kinases and kinase network connections simultaneously, analyze technical limitation and challenges, and discuss their future applications to mood disorders and antidepressant treatment.
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Affiliation(s)
- Li-Lian Yuan
- Department of Physiology and Pharmacology, Des Moines University, Des Moines, IA 50312, USA
| | - Eric Wauson
- Department of Physiology and Pharmacology, Des Moines University, Des Moines, IA 50312, USA
| | - Vanja Duric
- Department of Physiology and Pharmacology, Des Moines University, Des Moines, IA 50312, USA
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38
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Resistance to BET Bromodomain Inhibitors Is Mediated by Kinome Reprogramming in Ovarian Cancer. Cell Rep 2016; 16:1273-1286. [PMID: 27452461 DOI: 10.1016/j.celrep.2016.06.091] [Citation(s) in RCA: 153] [Impact Index Per Article: 19.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Revised: 05/18/2016] [Accepted: 06/25/2016] [Indexed: 12/12/2022] Open
Abstract
Small-molecule BET bromodomain inhibitors (BETis) are actively being pursued in clinical trials for the treatment of a variety of cancers, but the mechanisms of resistance to BETis remain poorly understood. Using a mass spectrometry approach that globally measures kinase signaling at the proteomic level, we evaluated the response of the kinome to targeted BETi treatment in a panel of BRD4-dependent ovarian carcinoma (OC) cell lines. Despite initial inhibitory effects of BETi, OC cells acquired resistance following sustained treatment with the BETi JQ1. Through application of multiplexed inhibitor beads (MIBs) and mass spectrometry, we demonstrate that BETi resistance is mediated by adaptive kinome reprogramming, where activation of compensatory pro-survival kinase networks overcomes BET protein inhibition. Furthermore, drug combinations blocking these kinases may prevent or delay the development of drug resistance and enhance the efficacy of BETi therapy.
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39
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Gaponova AV, Nikonova AS, Deneka A, Kopp MC, Kudinov AE, Skobeleva N, Khazak V, Ogawa LS, Cai KQ, Duncan KE, Duncan JS, Egleston BL, Proia DA, Boumber Y, Golemis EA. A Novel HSP90 Inhibitor-Drug Conjugate to SN38 Is Highly Effective in Small Cell Lung Cancer. Clin Cancer Res 2016; 22:5120-5129. [PMID: 27267850 DOI: 10.1158/1078-0432.ccr-15-3068] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Accepted: 05/26/2016] [Indexed: 01/08/2023]
Abstract
PURPOSE Small cell lung cancer (SCLC) is a highly aggressive disease representing 12% to 13% of total lung cancers, with median survival of <2 years. No targeted therapies have proven effective in SCLC. Although most patients respond initially to cytotoxic chemotherapies, resistance rapidly emerges, response to second-line agents is limited, and dose-limiting toxicities (DLT) are a major issue. This study performs preclinical evaluation of a new compound, STA-8666, in SCLC. EXPERIMENTAL DESIGN To avoid DLT for useful cytotoxic agents, the recently developed drug STA-8666 combines a chemical moiety targeting active HSP90 (concentrated in tumors) fused via cleavable linker to SN38, the active metabolite of irinotecan. We compare potency and mechanism of action of STA-8666 and irinotecan in vitro and in vivo RESULTS: In two SCLC xenograft and patient-derived xenograft models, STA-8666 was tolerated without side effects up to 150 mg/kg. At this dose, STA-8666 controlled or eliminated established tumors whether used in a first-line setting or in tumors that had progressed following treatment on standard first- and second-line agents for SCLC. At 50 mg/kg, STA-8666 strongly enhanced the action of carboplatin. Pharmacokinetic profiling confirmed durable STA-8666 exposure in tumors compared with irinotecan. STA-8666 induced a more rapid, robust, and stable induction of cell-cycle arrest, expression of signaling proteins associated with DNA damage and cell-cycle checkpoints, and apoptosis in vitro and in vivo, in comparison with irinotecan. CONCLUSIONS Together, these results strongly support clinical development of STA-8666 for use in the first- or second-line setting for SCLC. Clin Cancer Res; 22(20); 5120-9. ©2016 AACR.
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Affiliation(s)
- Anna V Gaponova
- Program in Molecular Therapeutics, Fox Chase Cancer Center, Philadelphia, PA 19111, USA.,Department of Biochemistry, Kazan Federal University, Kazan 420008, Russia
| | - Anna S Nikonova
- Program in Molecular Therapeutics, Fox Chase Cancer Center, Philadelphia, PA 19111, USA
| | - Alexander Deneka
- Program in Molecular Therapeutics, Fox Chase Cancer Center, Philadelphia, PA 19111, USA.,Department of Biochemistry, Kazan Federal University, Kazan 420008, Russia
| | - Meghan C Kopp
- Program in Molecular Therapeutics, Fox Chase Cancer Center, Philadelphia, PA 19111, USA.,Program in Molecular and Cell Biology and Genetics, Drexel University College of Medicine, Philadelphia, PA 19129, USA
| | - Alexander E Kudinov
- University of New Mexico Comprehensive Cancer Center, University of New Mexico School of Medicine, Division of Hematology/Oncology, Department of Internal Medicine, Albuquerque, NM 87131
| | - Natalia Skobeleva
- Program in Molecular Therapeutics, Fox Chase Cancer Center, Philadelphia, PA 19111, USA
| | | | | | - Kathy Q Cai
- Program in Molecular Therapeutics, Fox Chase Cancer Center, Philadelphia, PA 19111, USA
| | - Kelly E Duncan
- Program in Cancer Biology, Fox Chase Cancer Center, Philadelphia, PA 19111, USA
| | - James S Duncan
- Program in Cancer Biology, Fox Chase Cancer Center, Philadelphia, PA 19111, USA
| | - Brian L Egleston
- Program in Molecular Therapeutics, Fox Chase Cancer Center, Philadelphia, PA 19111, USA
| | | | - Yanis Boumber
- University of New Mexico Comprehensive Cancer Center, University of New Mexico School of Medicine, Division of Hematology/Oncology, Department of Internal Medicine, Albuquerque, NM 87131
| | - Erica A Golemis
- Program in Molecular Therapeutics, Fox Chase Cancer Center, Philadelphia, PA 19111, USA
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40
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Kim JY, Stewart PA, Borne AL, Fang B, Welsh EA, Chen YA, Eschrich SA, Koomen JM, Haura EB. Activity-Based Proteomics Reveals Heterogeneous Kinome and ATP-Binding Proteome Responses to MEK Inhibition in KRAS Mutant Lung Cancer. Proteomes 2016; 4:16. [PMID: 28154798 PMCID: PMC5217344 DOI: 10.3390/proteomes4020016] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Accepted: 04/18/2016] [Indexed: 02/06/2023] Open
Abstract
One way cancer cells can escape from targeted agents is through their ability to evade drug effects by rapidly rewiring signaling networks. Many protein classes, such as kinases and metabolic enzymes, are regulated by ATP binding and hydrolysis. We hypothesized that a system-level profiling of drug-induced alterations in ATP-binding proteomes could offer novel insights into adaptive responses. Here, we mapped global ATP-binding proteomes perturbed by two clinical MEK inhibitors, AZD6244 and MEK162, in KRAS mutant lung cancer cells as a model system harnessing a desthiobiotin-ATP probe coupled with LC-MS/MS. We observed strikingly unique ATP-binding proteome responses to MEK inhibition, which revealed heterogeneous drug-induced pathway signatures in each cell line. We also identified diverse kinome responses, indicating each cell adapts to MEK inhibition in unique ways. Despite the heterogeneity of kinome responses, decreased probe labeling of mitotic kinases and an increase of kinases linked to autophagy were identified to be common responses. Taken together, our study revealed a diversity of adaptive ATP-binding proteome and kinome responses to MEK inhibition in KRAS mutant lung cancer cells, and our study further demonstrated the utility of our approach to identify potential candidates of targetable ATP-binding enzymes involved in adaptive resistance and to develop rational drug combinations.
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Affiliation(s)
- Jae-Young Kim
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA; (J.-Y.K.); (P.A.S.); (A.L.B.)
| | - Paul A. Stewart
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA; (J.-Y.K.); (P.A.S.); (A.L.B.)
| | - Adam L. Borne
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA; (J.-Y.K.); (P.A.S.); (A.L.B.)
| | - Bin Fang
- Proteomics Core, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA;
| | - Eric A. Welsh
- Cancer Informatics Core, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA;
| | - Yian Ann Chen
- Department of Biostatistics & Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA; (Y.A.C.); (S.A.E.)
| | - Steven A. Eschrich
- Department of Biostatistics & Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA; (Y.A.C.); (S.A.E.)
| | - John M. Koomen
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA;
| | - Eric B. Haura
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA; (J.-Y.K.); (P.A.S.); (A.L.B.)
- Correspondance: ; Tel.: +1-813-745-6827
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41
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Qin Y, Sundaram S, Essaid L, Chen X, Miller SM, Yan F, Darr DB, Galanko JA, Montgomery SA, Major MB, Johnson GL, Troester MA, Makowski L. Weight loss reduces basal-like breast cancer through kinome reprogramming. Cancer Cell Int 2016; 16:26. [PMID: 27042159 PMCID: PMC4818517 DOI: 10.1186/s12935-016-0300-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Accepted: 03/22/2016] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Obesity is associated with an aggressive subtype of breast cancer called basal-like breast cancer (BBC). BBC has no targeted therapies, making the need for mechanistic insight urgent. Reducing adiposity in adulthood can lower incidence of BBC in humans. Thus, this study investigated whether a dietary intervention to reduce adiposity prior to tumor onset would reverse HFD-induced BBC. METHODS Adult C3(1)-Tag mice were fed a low or high fat diet (LFD, HFD), and an obese group initially exposed to HFD was then switched to LFD to induce weight loss. A subset of mice was sacrificed prior to average tumor latency to examine unaffected mammary gland. Latency, tumor burden and progression was evaluated for effect of diet exposure. Physiologic, histology and proteomic analysis was undertaken to determine mechanisms regulating obesity and weight loss in BBC risk. Statistical analysis included Kaplan-Meier and log rank analysis to investigate latency. Student's t tests or ANOVA compared variables. RESULTS Mice that lost weight displayed significantly delayed latency compared to mice fed HFD, with latency matching those on LFD. Plasma leptin concentrations significantly increased with adiposity, were reduced to control levels with weight loss, and negatively correlated with tumor latency. HFD increased atypical ductal hyperplasia and ductal carcinoma in situ in mammary gland isolated prior to mean latency-a phenomenon that was lost in mice induced to lose weight. Importantly, kinome analysis revealed that weight loss reversed HFD-upregulated activity of PKC-α, PKD1, PKA, and MEK3 and increased AMPKα activity in unaffected mammary glands isolated prior to tumor latency. CONCLUSIONS Weight loss prior to tumor onset protected against the effects of HFD on latency and pre-neoplastic lesions including atypical ductal hyperplasia and DCIS. Using innovative kinomics, multiple kinases upstream of MAPK/P38α were demonstrated to be activated by HFD-induced weight gain and reversed with weight loss, providing novel targets in obesity-associated BBC. Thus, the HFD-exposed microenvironment that promoted early tumor onset was reprogrammed by weight loss and the restoration of a lean phenotype. Our work contributes to an understanding of underlying mechanisms associated with tumor and normal mammary changes that occur with weight loss.
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Affiliation(s)
- Yuanyuan Qin
- />CB 7461, Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 2203 McGavran Greenberg Hall, Chapel Hill, NC 27599-7461 USA
| | - Sneha Sundaram
- />CB 7461, Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 2203 McGavran Greenberg Hall, Chapel Hill, NC 27599-7461 USA
| | - Luma Essaid
- />CB 7461, Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 2203 McGavran Greenberg Hall, Chapel Hill, NC 27599-7461 USA
| | - Xin Chen
- />Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Samantha M. Miller
- />Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Feng Yan
- />Department of Cell and Developmental Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - David B. Darr
- />Mouse Phase I Unit, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Joseph A. Galanko
- />Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Stephanie A. Montgomery
- />Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Michael B. Major
- />Department of Cell and Developmental Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Gary L. Johnson
- />Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
- />Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Melissa A. Troester
- />Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
- />Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Liza Makowski
- />CB 7461, Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 2203 McGavran Greenberg Hall, Chapel Hill, NC 27599-7461 USA
- />Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
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Ruprecht B, Zecha J, Heinzlmeir S, Médard G, Lemeer S, Kuster B. Evaluation of Kinase Activity Profiling Using Chemical Proteomics. ACS Chem Biol 2015; 10:2743-52. [PMID: 26378887 DOI: 10.1021/acschembio.5b00616] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Protein kinases are important mediators of intracellular signaling and are reversibly activated by phosphorylation. Immobilized kinase inhibitors can be used to enrich these often low-abundance proteins, to identify targets of kinase inhibitors, or to probe their selectivity. It has been suggested that the binding of kinases to affinity beads reflects a kinase's activation status, a concept that is under considerable debate. To assess the merits of the idea, we performed a series of experiments including quantitative phosphoproteomics and purification of kinases by single or mixed affinity matrices from signaling activated or resting cancer cells. The data show that mixed affinity beads largely bind kinases independent of their activation status, and experiments using individual immobilized kinase inhibitors show mixed results in terms of preference for binding the active or inactive conformation. Taken together, activity- or conformation-dependent binding to such affinity resins depends (i) on the kinase, (ii) on the affinity probe, and (iii) on the activation status of the lysate or cell. As a result, great caution should be exercised when inferring kinase activity from such binding data. The results also suggest that assaying kinase activity using binding data is restricted to a limited number of well-chosen cases.
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Affiliation(s)
- Benjamin Ruprecht
- Chair
of Proteomics and Bioanalytics, Technische Universität München, Emil-Erlenemeyer-Forum 5, 85354 Freising, Germany
- Center for Protein Science Munich (CIPSM), 85354 Freising, Germany
| | - Jana Zecha
- Chair
of Proteomics and Bioanalytics, Technische Universität München, Emil-Erlenemeyer-Forum 5, 85354 Freising, Germany
- German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
- German Cancer Research Center (DKFZ), 69121 Heidelberg, Germany
| | - Stephanie Heinzlmeir
- Chair
of Proteomics and Bioanalytics, Technische Universität München, Emil-Erlenemeyer-Forum 5, 85354 Freising, Germany
- German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
- German Cancer Research Center (DKFZ), 69121 Heidelberg, Germany
| | - Guillaume Médard
- Chair
of Proteomics and Bioanalytics, Technische Universität München, Emil-Erlenemeyer-Forum 5, 85354 Freising, Germany
| | - Simone Lemeer
- Chair
of Proteomics and Bioanalytics, Technische Universität München, Emil-Erlenemeyer-Forum 5, 85354 Freising, Germany
- Center for Protein Science Munich (CIPSM), 85354 Freising, Germany
| | - Bernhard Kuster
- Chair
of Proteomics and Bioanalytics, Technische Universität München, Emil-Erlenemeyer-Forum 5, 85354 Freising, Germany
- Center for Protein Science Munich (CIPSM), 85354 Freising, Germany
- German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
- German Cancer Research Center (DKFZ), 69121 Heidelberg, Germany
- Bavarian
Biomolecular Mass Spectrometry Center, Technische Universität München, 85354 Freising, Germany
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Sugiyama Y, Katayama S, Kameshita I, Morisawa K, Higuchi T, Todaka H, Kinoshita E, Kinoshita-Kikuta E, Koike T, Taniguchi T, Sakamoto S. Expression and phosphorylation state analysis of intracellular protein kinases using Multi-PK antibody and Phos-tag SDS-PAGE. MethodsX 2015; 2:469-74. [PMID: 26844212 PMCID: PMC4703585 DOI: 10.1016/j.mex.2015.11.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Accepted: 11/17/2015] [Indexed: 11/28/2022] Open
Abstract
Protein kinase expression and activity play important roles in diverse cellular functions through regulation of phosphorylation signaling. The most commonly used tools for detecting the protein kinase are protein kinase-specific antibodies, and phosphorylation site-specific antibodies were used for detecting activated protein kinase. Using these antibodies, only one kinase was analyzed at a time, however, a method for analyzing the expression and activation of a panel of protein kinases in cells is not established. Therefore, we developed a combined method using Multi-PK antibody and Phos-tag SDS-PAGE for profiling the expression and phosphorylation state of intracellular protein kinases. Using the new method, changes in the expression and phosphorylation state of various protein kinases were detected in cells treated with anticancer agent which inhibit multiple tyrosine kinase activities. Therefore, the new method is a useful technique for analysis of intracellular protein kinases.Multi-PK antibody recognizes a wide variety of protein kinases in various species. Using Phos-tag SDS-PAGE, phosphorylated proteins are visualized as slower migration bands compared with corresponding non-phosphorylated proteins. This combined method can be used for detecting changes in the expression and phosphorylation state of various intracellular protein kinases.
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Affiliation(s)
- Yasunori Sugiyama
- Department of Life Sciences, Faculty of Agriculture, Kagawa University, Kagawa 761-0795, Japan
| | - Syouichi Katayama
- Department of Life Sciences, Faculty of Agriculture, Kagawa University, Kagawa 761-0795, Japan
| | - Isamu Kameshita
- Department of Life Sciences, Faculty of Agriculture, Kagawa University, Kagawa 761-0795, Japan
| | - Keiko Morisawa
- Laboratory of Molecular Biology, Science Research Center, Kochi Medical School, Kochi 783-8505, Japan
| | - Takuma Higuchi
- Laboratory of Molecular Biology, Science Research Center, Kochi Medical School, Kochi 783-8505, Japan
| | - Hiroshi Todaka
- Laboratory of Molecular Biology, Science Research Center, Kochi Medical School, Kochi 783-8505, Japan
| | - Eiji Kinoshita
- Department of Functional Molecular Science, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima 734-8553, Japan
| | - Emiko Kinoshita-Kikuta
- Department of Functional Molecular Science, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima 734-8553, Japan
| | - Tohru Koike
- Department of Functional Molecular Science, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima 734-8553, Japan
| | - Taketoshi Taniguchi
- Laboratory of Molecular Biology, Science Research Center, Kochi Medical School, Kochi 783-8505, Japan
| | - Shuji Sakamoto
- Laboratory of Molecular Biology, Science Research Center, Kochi Medical School, Kochi 783-8505, Japan
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Abstract
Cancer cells are dependent on protein kinase signalling networks to drive proliferation and to promote survival, and, accordingly, kinases continue to represent a major target class for development of anti-cancer therapeutics. Kinase inhibitors nevertheless have yielded only limited success with many different malignancies due to the inability of single agents to sustain a durable clinical response. Cancer cell kinomes are highly resilient and able to bypass targeted kinase inhibition, leading to tumour resistance. A novel platform has been developed to analyse the activity of the expressed kinome using MIBs (multiplexed inhibitor beads), which consist of Sepharose beads with covalently immobilized inhibitors that preferentially bind activated kinases. Coupling MIB capture with MS (MIB-MS) allows simultaneous determination of the activity of over 75% of the expressed kinome, facilitating high-throughput assessment of adaptive kinase responses resulting from deregulated feedback and feedforward regulatory mechanisms. The adaptive response frequently involves transcriptional up-regulation of specific kinases that allow bypass of the targeted kinase. Understanding how the kinome reprogrammes to targeted kinase inhibition will allow novel therapeutic strategies to be developed for durable clinical responses.
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45
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Abstract
Mass spectrometry (MS) is a complex analytical chemistry tool that allows qualitative and quantitative assessments of the components of complex chemical compounds. Applications of MS in medicine include the identification and quantification of drugs and metabolites; identification of proteins, biopolymers and disease markers and investigation of differential protein expression and proteins altered by mutations and/or post-translational changes. A variety of MS methods and technologies now play valuable and expanding roles in the diagnosis and monitoring of acute leukemia, as well as in identification of therapeutic targets and biomarkers, drug discovery, and other important areas of leukemia research. The objective of this review is to present a clinically oriented review of the roles of MS in the research, diagnosis and therapy of acute leukemia.
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Affiliation(s)
- John Roboz
- Department of Medicine, Division of Hematology/Oncology, Icahn School of Medicine of Mount Sinai, New York, NY, 10029, USA
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46
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Pascovici D, Song X, Solomon PS, Winterberg B, Mirzaei M, Goodchild A, Stanley WC, Liu J, Molloy MP. Combining Protein Ratio p-Values as a Pragmatic Approach to the Analysis of Multirun iTRAQ Experiments. J Proteome Res 2015; 14:738-46. [DOI: 10.1021/pr501091e] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Affiliation(s)
- Dana Pascovici
- Australian Proteome Analysis Facility, Macquarie University, Sydney, NSW 2109, Australia
| | - Xiaomin Song
- Australian Proteome Analysis Facility, Macquarie University, Sydney, NSW 2109, Australia
| | - Peter S. Solomon
- Plant Sciences Division, Research School
of Biology, The Australian National University, Canberra, 0200 ACT, Australia
| | - Britta Winterberg
- Plant Sciences Division, Research School
of Biology, The Australian National University, Canberra, 0200 ACT, Australia
| | - Mehdi Mirzaei
- Australian
School of Advanced Medicine, Macquarie University, Sydney, NSW 2109, Australia
| | - Ann Goodchild
- Australian
School of Advanced Medicine, Macquarie University, Sydney, NSW 2109, Australia
| | - William C. Stanley
- Discipline Physiology, University of Sydney, Sydney, NSW 2006, Australia
| | - Jie Liu
- Discipline Physiology, University of Sydney, Sydney, NSW 2006, Australia
| | - Mark P. Molloy
- Australian Proteome Analysis Facility, Macquarie University, Sydney, NSW 2109, Australia
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47
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Blagg J, Workman P. Chemical biology approaches to target validation in cancer. Curr Opin Pharmacol 2014; 17:87-100. [PMID: 25175311 DOI: 10.1016/j.coph.2014.07.007] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2014] [Revised: 07/15/2014] [Accepted: 07/16/2014] [Indexed: 02/06/2023]
Abstract
Target validation is a crucial element of drug discovery. Especially given the wealth of potential targets emerging from cancer genome sequencing and functional genetic screens, and also considering the time and cost of downstream drug discovery efforts, it is essential to build confidence in a proposed target, ideally using different technical approaches. We argue that complementary biological and chemical biology strategies are essential for robust target validation. We discuss recent progress in the discovery and application of high quality chemical tools and other chemical biology approaches to target validation in cancer. Among other topical examples, we highlight the emergence of designed irreversible chemical tools to study potential target proteins and oncogenic pathways that were hitherto regarded as poorly druggable.
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Affiliation(s)
- Julian Blagg
- Cancer Research UK Cancer Therapeutics Unit, The Institute of Cancer Research, London, UK.
| | - Paul Workman
- Cancer Research UK Cancer Therapeutics Unit, The Institute of Cancer Research, London, UK.
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48
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Sos ML, Levin RS, Gordan JD, Oses-Prieto JA, Webber JT, Salt M, Hann B, Burlingame AL, McCormick F, Bandyopadhyay S, Shokat KM. Oncogene mimicry as a mechanism of primary resistance to BRAF inhibitors. Cell Rep 2014; 8:1037-48. [PMID: 25127139 DOI: 10.1016/j.celrep.2014.07.010] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2014] [Revised: 05/14/2014] [Accepted: 07/10/2014] [Indexed: 01/11/2023] Open
Abstract
Despite the development of potent RAF/mitogen-activated protein kinase (MAPK) pathway inhibitors, only a fraction of BRAF-mutant patients benefit from treatment with these drugs. Using a combined chemogenomics and chemoproteomics approach, we identify drug-induced RAS-RAF-MEK complex formation in a subset of BRAF-mutant cancer cells characterized by primary resistance to vemurafenib. In these cells, autocrine interleukin-6 (IL-6) secretion may contribute to the primary resistance phenotype via induction of JAK/STAT3 and MAPK signaling. In a subset of cell lines, combined IL-6/MAPK inhibition is able to overcome primary resistance to BRAF-targeted therapy. Overall, we show that the signaling plasticity exerted by primary resistant BRAF-mutant cells is achieved by their ability to mimic signaling features of oncogenic RAS, a strategy that we term "oncogene mimicry." This model may guide future strategies for overcoming primary resistance observed in these tumors.
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Affiliation(s)
- Martin L Sos
- Howard Hughes Medical Institute and Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Rebecca S Levin
- Howard Hughes Medical Institute and Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA; Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, CA 94158, USA
| | - John D Gordan
- Howard Hughes Medical Institute and Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA; Department of Medicine, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Juan A Oses-Prieto
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, CA 94158, USA
| | - James T Webber
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Megan Salt
- Department of Medicine, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Byron Hann
- Department of Medicine, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Alma L Burlingame
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, CA 94158, USA
| | - Frank McCormick
- Department of Medicine, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Sourav Bandyopadhyay
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Kevan M Shokat
- Howard Hughes Medical Institute and Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA.
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Meirelles GV, Perez AM, de Souza EE, Basei FL, Papa PF, Melo Hanchuk TD, Cardoso VB, Kobarg J. “Stop Ne(c)king around”: How interactomics contributes to functionally characterize Nek family kinases. World J Biol Chem 2014; 5:141-160. [PMID: 24921005 PMCID: PMC4050109 DOI: 10.4331/wjbc.v5.i2.141] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2013] [Revised: 01/07/2014] [Accepted: 02/18/2014] [Indexed: 02/05/2023] Open
Abstract
Aside from Polo and Aurora, a third but less studied kinase family involved in mitosis regulation is the never in mitosis-gene A (NIMA)-related kinases (Neks). The founding member of this family is the sole member NIMA of Aspergillus nidulans, which is crucial for the initiation of mitosis in that organism. All 11 human Neks have been functionally assigned to one of the three core functions established for this family in mammals: (1) centrioles/mitosis; (2) primary ciliary function/ciliopathies; and (3) DNA damage response (DDR). Recent findings, especially on Nek 1 and 8, showed however, that several Neks participate in parallel in at least two of these contexts: primary ciliary function and DDR. In the core section of this in-depth review, we report the current detailed functional knowledge on each of the 11 Neks. In the discussion, we return to the cross-connections among Neks and point out how our and other groups’ functional and interactomics studies revealed that most Neks interact with protein partners associated with two if not all three of the functional contexts. We then raise the hypothesis that Neks may be the connecting regulatory elements that allow the cell to fine tune and synchronize the cellular events associated with these three core functions. The new and exciting findings on the Nek family open new perspectives and should allow the Neks to finally claim the attention they deserve in the field of kinases and cell cycle biology.
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50
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The resistance tetrad: amino acid hotspots for kinome-wide exploitation of drug-resistant protein kinase alleles. Methods Enzymol 2014; 548:117-46. [PMID: 25399644 DOI: 10.1016/b978-0-12-397918-6.00005-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Acquired resistance to targeted kinase inhibitors is a well-documented clinical problem that is potentially fatal for patients to whom a suitable back-up is not available. However, protein kinase alleles that promote resistance to inhibitors can be exploited experimentally as gold-standards for "on"- and "off"-target validation strategies and constitute a powerful resource for assessing the ability of new or combined therapies to override resistance. Clinical resistance to kinase inhibitors is an evident in all tyrosine kinase-driven malignancies, where high rates of mutation drive tumor evolution toward the insidious drug-resistant (DR) state through a variety of mechanisms. Unfortunately, this problem is likely to intensify in the future as the number of target kinases, approved inhibitors, and clinical indications increase. To empower the analysis of resistance in kinases, we have validated a bioinformatic, structural, and cellular workflow for designing and evaluating resistance at key mutational hotspots among kinome members. In this chapter, we discuss how mutation of amino acids in the gatekeeper and hinge-loop regions (collectively termed the "resistance tetrad") and the DFG motif represent an effective approach for generating panels of DR kinase alleles for chemical genetics and biological target validation.
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