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Lu X, Zhong L, Lindell E, Veanes M, Guo J, Zhao M, Salehi M, Swartling FJ, Chen X, Sjöblom T, Zhang X. Identification of ATF3 as a novel protective signature of quiescent colorectal tumor cells. Cell Death Dis 2023; 14:676. [PMID: 37833290 PMCID: PMC10576032 DOI: 10.1038/s41419-023-06204-1] [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: 07/06/2023] [Revised: 09/20/2023] [Accepted: 09/28/2023] [Indexed: 10/15/2023]
Abstract
Colorectal cancer (CRC) is the third most common cancer and the second leading cause of death in the world. In most cases, drug resistance and tumor recurrence are ultimately inevitable. One obstacle is the presence of chemotherapy-insensitive quiescent cancer cells (QCCs). Identification of unique features of QCCs may facilitate the development of new targeted therapeutic strategies to eliminate tumor cells and thereby delay tumor recurrence. Here, using single-cell RNA sequencing, we classified proliferating and quiescent cancer cell populations in the human colorectal cancer spheroid model and identified ATF3 as a novel signature of QCCs that could support cells living in a metabolically restricted microenvironment. RNA velocity further showed a shift from the QCC group to the PCC group indicating the regenerative capacity of the QCCs. Our further results of epigenetic analysis, STING analysis, and evaluation of TCGA COAD datasets build a conclusion that ATF3 can interact with DDIT4 and TRIB3 at the transcriptional level. In addition, decreasing the expression level of ATF3 could enhance the efficacy of 5-FU on CRC MCTS models. In conclusion, ATF3 was identified as a novel marker of QCCs, and combining conventional drugs targeting PCCs with an option to target QCCs by reducing ATF3 expression levels may be a promising strategy for more efficient removal of tumor cells.
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Affiliation(s)
- Xi Lu
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Lei Zhong
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
- Department of Pharmacy, Personalized Drug Therapy Key Laboratory of Sichuan Province, Sichuan Provincial People's Hospital, Sichuan, China
| | - Emma Lindell
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Margus Veanes
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Jing Guo
- Centre for Computational Biology, Duke-NUS Medical School, 8 College Road, 169857, Singapore, Singapore
| | - Miao Zhao
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Maede Salehi
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Fredrik J Swartling
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Xingqi Chen
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Tobias Sjöblom
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Xiaonan Zhang
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden.
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2
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Govindaraj RG, Thangapandian S, Schauperl M, Denny RA, Diller DJ. Recent applications of computational methods to allosteric drug discovery. Front Mol Biosci 2023; 9:1070328. [PMID: 36710877 PMCID: PMC9877542 DOI: 10.3389/fmolb.2022.1070328] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 12/13/2022] [Indexed: 01/13/2023] Open
Abstract
Interest in exploiting allosteric sites for the development of new therapeutics has grown considerably over the last two decades. The chief driving force behind the interest in allostery for drug discovery stems from the fact that in comparison to orthosteric sites, allosteric sites are less conserved across a protein family, thereby offering greater opportunity for selectivity and ultimately tolerability. While there is significant overlap between structure-based drug design for orthosteric and allosteric sites, allosteric sites offer additional challenges mostly involving the need to better understand protein flexibility and its relationship to protein function. Here we examine the extent to which structure-based drug design is impacting allosteric drug design by highlighting several targets across a variety of target classes.
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Affiliation(s)
- Rajiv Gandhi Govindaraj
- Computational Chemistry, HotSpot Therapeutics Inc., Boston, MA, United States,*Correspondence: Rajiv Gandhi Govindaraj,
| | | | - Michael Schauperl
- Computational Chemistry, HotSpot Therapeutics Inc., Boston, MA, United States
| | | | - David J. Diller
- Computational Chemistry, HotSpot Therapeutics Inc., Boston, MA, United States
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3
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Mijanović O, Jakovleva A, Branković A, Zdravkova K, Pualic M, Belozerskaya TA, Nikitkina AI, Parodi A, Zamyatnin AA. Cathepsin K in Pathological Conditions and New Therapeutic and Diagnostic Perspectives. Int J Mol Sci 2022; 23:ijms232213762. [PMID: 36430239 PMCID: PMC9698382 DOI: 10.3390/ijms232213762] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 11/03/2022] [Accepted: 11/05/2022] [Indexed: 11/10/2022] Open
Abstract
Cathepsin K (CatK) is a part of the family of cysteine proteases involved in many important processes, including the degradation activity of collagen 1 and elastin in bone resorption. Changes in levels of CatK are associated with various pathological conditions, primarily related to bone and cartilage degradation, such as pycnodysostosis (associated with CatK deficiency), osteoporosis, and osteoarthritis (associated with CatK overexpression). Recently, the increased secretion of CatK is being highly correlated to vascular inflammation, hypersensitivity pneumonitis, Wegener granulomatosis, berylliosis, tuberculosis, as well as with tumor progression. Due to the wide spectrum of diseases in which CatK is involved, the design and validation of active site-specific inhibitors has been a subject of keen interest in pharmaceutical companies in recent decades. In this review, we summarized the molecular background of CatK and its involvement in various diseases, as well as its clinical significance for diagnosis and therapy.
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Affiliation(s)
- Olja Mijanović
- Dia-M, LCC, 7 b.3 Magadanskaya Str., 129345 Moscow, Russia
- The Human Pathology Department, Sechenov First Moscow State University, 119991 Moscow, Russia
| | | | - Ana Branković
- Department of Forensics Engineering, University of Criminal Investigation and Police Studies, Cara Dusana 196, 11000 Belgrade, Serbia
| | - Kristina Zdravkova
- AD Alkaloid Skopje, Boulevar Alexander the Great 12, 1000 Skopje, North Macedonia
| | - Milena Pualic
- Institute Cardiovascular Diseases Dedinje, Heroja Milana Tepica 1, 11000 Belgrade, Serbia
| | - Tatiana A. Belozerskaya
- Bach Institute of Biochemistry, Research Center of Biotechnology, Russian Academy of Sciences, 119071 Moscow, Russia
| | - Angelina I. Nikitkina
- ArhiMed Clinique for New Medical Technologies, Vavilova St. 68/2, 119261 Moscow, Russia
| | - Alessandro Parodi
- Scientific Center for Translation Medicine, Sirius University of Science and Technology, 354340 Sochi, Russia
- Institute of Molecular Medicine, Sechenov First Moscow State Medical University, 119991 Moscow, Russia
| | - Andrey A. Zamyatnin
- Scientific Center for Translation Medicine, Sirius University of Science and Technology, 354340 Sochi, Russia
- Institute of Molecular Medicine, Sechenov First Moscow State Medical University, 119991 Moscow, Russia
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, 119992 Moscow, Russia
- Faculty of Health and Medical Sciences, University of Surrey, Guildford GU2 7X, UK
- Correspondence: ; Tel.: +7-9261180220
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4
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Rallabandi HR, Ganesan P, Kim YJ. Targeting the C-Terminal Domain Small Phosphatase 1. Life (Basel) 2020; 10:life10050057. [PMID: 32397221 PMCID: PMC7281111 DOI: 10.3390/life10050057] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Revised: 05/05/2020] [Accepted: 05/07/2020] [Indexed: 12/15/2022] Open
Abstract
The human C-terminal domain small phosphatase 1 (CTDSP1/SCP1) is a protein phosphatase with a conserved catalytic site of DXDXT/V. CTDSP1’s major activity has been identified as dephosphorylation of the 5th Ser residue of the tandem heptad repeat of the RNA polymerase II C-terminal domain (RNAP II CTD). It is also implicated in various pivotal biological activities, such as acting as a driving factor in repressor element 1 (RE-1)-silencing transcription factor (REST) complex, which silences the neuronal genes in non-neuronal cells, G1/S phase transition, and osteoblast differentiation. Recent findings have denoted that negative regulation of CTDSP1 results in suppression of cancer invasion in neuroglioma cells. Several researchers have focused on the development of regulating materials of CTDSP1, due to the significant roles it has in various biological activities. In this review, we focused on this emerging target and explored the biological significance, challenges, and opportunities in targeting CTDSP1 from a drug designing perspective.
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Ma C, Geng B, Zhang X, Li R, Yang X, Xia Y. Fluid Shear Stress Suppresses Osteoclast Differentiation in RAW264.7 Cells through Extracellular Signal-Regulated Kinase 5 (ERK5) Signaling Pathway. Med Sci Monit 2020; 26:e918370. [PMID: 31914120 PMCID: PMC6977602 DOI: 10.12659/msm.918370] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Background Although extracellular signal-regulated kinase 5 (ERK5) is known to be critical for osteoclast differentiation, there are few studies on how fluid shear stress (FSS) regulates osteoclast differentiation through the ERK5 signaling pathway. We examined the expression of nuclear factor of activated T cells c1 (NFATc1) in RAW264.7 cells and its downstream factors, including cathepsin K (CTSK), tartrate-resistant acid phosphatase (TRAP), matrix metalloproteinases-9 (MMP-9) and their relationship with ERK5. Material/Methods RAW264.7 cells were treated with RANKL, XMD8-92 (ERK5 inhibitor), and then loaded onto 12 dyn/cm2 FSS for 4 days. Endpoints measured were osteoclast differentiation, bone resorption, and TRAP activity. Cell viability was detected by using the Cell Counting Kit-8 (CCK-8) assay. Western blot was used to analyze protein expression of phosphorylated-ERK5 (p-ERK5), NFATc1, CTSK, TRAP, and MMP-9. Results FSS inhibited osteoclast differentiation and expression of NFATc1, CTSK, TRAP, and MMP-9; cell viability was not affected. ERK5 expression increased by FSS but not by RANKL, and it was blocked by XMD8-92. Furthermore, FSS suppressed osteoclast differentiation in RAW264.7 cells through ERK5 pathway. Conclusions Our findings demonstrated that FSS inhibited osteoclast differentiation in RAW264.7 cells via the ERK5 pathway through reduced NFATc1 expression and its downstream factors MMP-9, CTSK, and TRAP.
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Affiliation(s)
- Chongwen Ma
- Department of Orthopaedics, Lanzhou University Second Hospital, Lanzhou, Gansu, China (mainland).,Orthopaedics Key Laboratory of Gansu Province, Lanzhou, Gansu, China (mainland)
| | - Bin Geng
- Department of Orthopaedics, Lanzhou University Second Hospital, Lanzhou, Gansu, China (mainland).,Orthopaedics Key Laboratory of Gansu Province, Lanzhou, Gansu, China (mainland)
| | - Xiaohui Zhang
- Department of Orthopaedics, Lanzhou University Second Hospital, Lanzhou, Gansu, China (mainland).,Orthopaedics Key Laboratory of Gansu Province, Lanzhou, Gansu, China (mainland)
| | - Rui Li
- Department of Orthopaedics, Lanzhou University Second Hospital, Lanzhou, Gansu, China (mainland).,Orthopaedics Key Laboratory of Gansu Province, Lanzhou, Gansu, China (mainland)
| | - Xinxin Yang
- Department of Orthopaedics, Lanzhou University Second Hospital, Lanzhou, Gansu, China (mainland).,Orthopaedics Key Laboratory of Gansu Province, Lanzhou, Gansu, China (mainland)
| | - Yayi Xia
- Department of Orthopaedics, Lanzhou University Second Hospital, Lanzhou, Gansu, China (mainland).,Orthopaedics Key Laboratory of Gansu Province, Lanzhou, Gansu, China (mainland)
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Mijanović O, Branković A, Panin AN, Savchuk S, Timashev P, Ulasov I, Lesniak MS. Cathepsin B: A sellsword of cancer progression. Cancer Lett 2019; 449:207-214. [PMID: 30796968 PMCID: PMC6488514 DOI: 10.1016/j.canlet.2019.02.035] [Citation(s) in RCA: 110] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 02/12/2019] [Accepted: 02/13/2019] [Indexed: 12/13/2022]
Abstract
Clinical, biochemical and molecular biology studies have identified lysosome-encapsulated cellular proteases as critical risk factors for cancer progression. Cathepsins represent a group of such proteases aimed at maintenance of cellular homeostasis. Nevertheless, recent reports suggest that Cathepsin B executes other cellular programs such as controlling tumor growth, migration, invasion, angiogenesis, and metastases development. In fact, elevated levels of Cathepsins are found under different pathological conditions including inflammation, infection, neurodegenerative disease, and cancer. Furthermore, the discovery of Cathepsin B secretion and function as an extracellular matrix protein has broadened our appreciation for the impact of Cathepsin B on cancer progression. Underneath a façade of an intracellular protease with limited therapeutic potential hides a central role of cathepsins in extracellular functions. Moreover, this role is incredibly diverse from one condition to the next - from driving caspase-dependent apoptosis to facilitating tumor neovascularization and metastasis. Here we discuss the role of Cathepsin B in the oncogenic process and perspective the use of Cathepsin B for diagnostic and therapeutic applications.
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Affiliation(s)
- Olja Mijanović
- Institute of Regenerative Medicine, Sechenov First Moscow State Medical University, Moscow, 119991, Russia
| | - Ana Branković
- Department of Forensics, Academy of Criminalistic and Police Studies, Belgrade, Serbia
| | - Alexander N Panin
- Moscow State University of Food Production, 11, Volokolamskoe Shosse, Moscow, 125080, Russia
| | - Solomiia Savchuk
- The University of Illinois at Chicago (UIC), Chicago, IL, USA; Northwestren University, Chicago, IL, 60611, USA
| | - Peter Timashev
- Institute of Regenerative Medicine, Sechenov First Moscow State Medical University, Moscow, 119991, Russia
| | - Ilya Ulasov
- Institute of Regenerative Medicine, Sechenov First Moscow State Medical University, Moscow, 119991, Russia
| | - Maciej S Lesniak
- The University of Illinois at Chicago (UIC), Chicago, IL, USA; Northwestren University, Chicago, IL, 60611, USA.
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7
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Identification of substrate-specific inhibitors of cathepsin K through high-throughput screening. Biochem J 2019; 476:499-512. [DOI: 10.1042/bcj20180851] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 12/27/2018] [Accepted: 01/07/2019] [Indexed: 02/07/2023]
Abstract
Abstract
Cathepsin K (CatK) is a cysteine protease and drug target for skeletal disorders that is known for its potent collagenase and elastase activity. The formation of oligomeric complexes of CatK in the presence of glycosaminoglycans has been associated with its collagenase activity. Inhibitors that disrupt these complexes can selectively block the collagenase activity without interfering with the other regulatory proteolytic activities of the enzyme. Here, we have developed a fluorescence polarization (FP) assay to screen 4761 compounds for substrate-specific ectosteric collagenase inhibitors of CatK. A total of 38 compounds were identified that block the collagenase activity without interfering with the hydrolysis of active site substrates such as the synthetic peptide substrate, benzyloxycarbonyl-Phe-Arg-7-amido-4-methylcoumarin, and gelatin. The identified inhibitors can be divided into two main classes, negatively charged and polyaromatic compounds which suggest the binding to different ectosteric sites. Two of the inhibitors were highly effective in preventing the bone-resorption activity of CatK in osteoclasts. Interestingly, some of the ectosteric inhibitors were capable of differentiating between the collagenase and elastase activity of CatK depending on the ectosteric site utilized by the compound. Owing to their substrate-specific selectivity, ectosteric inhibitors represent a viable alternative to side effect-prone active site-directed inhibitors.
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8
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Carmona-Martínez V, Ruiz-Alcaraz AJ, Vera M, Guirado A, Martínez-Esparza M, García-Peñarrubia P. Therapeutic potential of pteridine derivatives: A comprehensive review. Med Res Rev 2018; 39:461-516. [PMID: 30341778 DOI: 10.1002/med.21529] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Revised: 07/07/2018] [Accepted: 07/10/2018] [Indexed: 12/19/2022]
Abstract
Pteridines are aromatic compounds formed by fused pyrazine and pyrimidine rings. Many living organisms synthesize pteridines, where they act as pigments, enzymatic cofactors, or immune system activation molecules. This variety of biological functions has motivated the synthesis of a huge number of pteridine derivatives with the aim of studying their therapeutic potential. This review gathers the state-of-the-art of pteridine derivatives, describing their biological activities and molecular targets. The antitumor activity of pteridine-based compounds is one of the most studied and advanced therapeutic potentials, for which several molecular targets have been identified. Nevertheless, pteridines are also considered as very promising therapeutics for the treatment of chronic inflammation-related diseases. On the other hand, many pteridine derivatives have been tested for antimicrobial activities but, although some of them resulted to be active in preliminary assays, a deeper research is needed in this area. Moreover, pteridines may be of use in the treatment of many other diseases, such as diabetes, osteoporosis, ischemia, or neurodegeneration, among others. Thus, the diversity of the biological activities shown by these compounds highlights the promising therapeutic use of pteridine derivatives. Indeed, methotrexate, pralatrexate, and triamterene are Food and Drug Administration approved pteridines, while many others are currently under study in clinical trials.
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Affiliation(s)
- Violeta Carmona-Martínez
- Departamento de Bioquímica, Biología Molecular (B) e Inmunología, Facultad de Medicina, IMIB and Regional Campus of International Excellence "Campus Mare Nostrum," Universidad de Murcia, Murcia, Spain
| | - Antonio J Ruiz-Alcaraz
- Departamento de Bioquímica, Biología Molecular (B) e Inmunología, Facultad de Medicina, IMIB and Regional Campus of International Excellence "Campus Mare Nostrum," Universidad de Murcia, Murcia, Spain
| | - María Vera
- Departamento de Química Orgánica, Universidad de Murcia, Campus de Espinardo, Murcia, Spain
| | - Antonio Guirado
- Departamento de Química Orgánica, Universidad de Murcia, Campus de Espinardo, Murcia, Spain
| | - María Martínez-Esparza
- Departamento de Bioquímica, Biología Molecular (B) e Inmunología, Facultad de Medicina, IMIB and Regional Campus of International Excellence "Campus Mare Nostrum," Universidad de Murcia, Murcia, Spain
| | - Pilar García-Peñarrubia
- Departamento de Bioquímica, Biología Molecular (B) e Inmunología, Facultad de Medicina, IMIB and Regional Campus of International Excellence "Campus Mare Nostrum," Universidad de Murcia, Murcia, Spain
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