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Lusardi M, Rapetti F, Spallarossa A, Brullo C. PDE4D: A Multipurpose Pharmacological Target. Int J Mol Sci 2024; 25:8052. [PMID: 39125619 PMCID: PMC11311937 DOI: 10.3390/ijms25158052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 07/18/2024] [Accepted: 07/22/2024] [Indexed: 08/12/2024] Open
Abstract
Phosphodiesterase 4 (PDE4) enzymes catalyze cyclic adenosine monophosphate (cAMP) hydrolysis and are involved in a variety of physiological processes, including brain function, monocyte and macrophage activation, and neutrophil infiltration. Among different PDE4 isoforms, Phosphodiesterases 4D (PDE4Ds) play a fundamental role in cognitive, learning and memory consolidation processes and cancer development. Selective PDE4D inhibitors (PDE4Dis) could represent an innovative and valid therapeutic strategy for the treatment of various neurodegenerative diseases, such as Alzheimer's, Parkinson's, Huntington's, and Lou Gehrig's diseases, but also for stroke, traumatic brain and spinal cord injury, mild cognitive impairment, and all demyelinating diseases such as multiple sclerosis. In addition, small molecules able to block PDE4D isoforms have been recently studied for the treatment of specific cancer types, particularly hepatocellular carcinoma and breast cancer. This review overviews the PDE4DIsso far identified and provides useful information, from a medicinal chemistry point of view, for the development of a novel series of compounds with improved pharmacological properties.
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Affiliation(s)
- Matteo Lusardi
- Department of Pharmacy (DIFAR), University of Genoa, Viale Benedetto XV 3, 16132 Genova, Italy; (F.R.); (A.S.)
| | | | | | - Chiara Brullo
- Department of Pharmacy (DIFAR), University of Genoa, Viale Benedetto XV 3, 16132 Genova, Italy; (F.R.); (A.S.)
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2
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Fan S, Liu Y, Lin Z, Zhang Y, Zhang N, Zhao Y, Zhou J, Mao A, Wang L, Feng Y, He X, Wang L, Pan Q. ZNF655 promotes the progression of hepatocellular carcinoma through PSMB8. Cell Biol Int 2023; 47:1535-1546. [PMID: 37272200 DOI: 10.1002/cbin.12050] [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: 06/20/2022] [Revised: 04/18/2023] [Accepted: 05/10/2023] [Indexed: 06/06/2023]
Abstract
Hepatocellular carcinoma (HCC) is a type of liver cancer that is associated with high mortality rates. This study aims to investigate the role of ZNF655, a member of the zinc finger protein family, in the development of HCC. Immunohistochemical staining analysis was conducted to evaluate the expression of ZNF655 in HCC patient samples. Lentivirus-mediated ZNF655 knockdown was established in HCC cell lines (BEL-7402 and HCCLM3). The effects of ZNF655 on different aspects of HCC cell behavior such as proliferation, apoptosis, cycle, migration and tumor formation were examined. Downstream targets of ZNF655 in HCC were identified and verified through loss/gain-of-function experiments. Clinically, ZNF655 expression was elevated in HCC and increased with the severity of the disease. Functionally, inhibition of ZNF655 expression reduced the progression of HCC cells by decreasing proliferation, causing apoptosis, arresting cell cycle retention in G2, suppressing migration, and attenuating tumor formation in mice. Mechanistically, the proteasome subunit beta type-8 (PSMB8) was found to be co-expressed with ZNF655 in HCC, and PSMB8 knockdown weakened the promotion of ZNF655 overexpression on HCC. In summary, these findings suggest that ZNF655 promotes the progression of HCC through PSMB8, and inhibition of its expression may be a promising therapeutic target for HCC.
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Affiliation(s)
- Shasha Fan
- Department of Oncology, The First Affiliated Hospital of Hunan Normal University, Hunan Provincial People's Hospital, Key Laboratory of Study and Discovery of Small Targeted Molecules of Hunan Province, Hunan Normal University, Changsha, Hunan, China
| | - Yu Liu
- Department of Pathology, Hunan Provincial People's Hospital, Changsha, Hunan, China
| | - Zhenhai Lin
- Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yongfa Zhang
- Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Ning Zhang
- Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yiming Zhao
- Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jiaming Zhou
- Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Anrong Mao
- Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Longrong Wang
- Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yun Feng
- Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xigan He
- Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Lu Wang
- Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Qi Pan
- Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
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Bondarev AD, Attwood MM, Jonsson J, Chubarev VN, Tarasov VV, Liu W, Schiöth HB. Recent developments of phosphodiesterase inhibitors: Clinical trials, emerging indications and novel molecules. Front Pharmacol 2022; 13:1057083. [PMID: 36506513 PMCID: PMC9731127 DOI: 10.3389/fphar.2022.1057083] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 11/04/2022] [Indexed: 11/25/2022] Open
Abstract
The phosphodiesterase (PDE) enzymes, key regulator of the cyclic nucleotide signal transduction system, are long-established as attractive therapeutic targets. During investigation of trends within clinical trials, we have identified a particularly high number of clinical trials involving PDE inhibitors, prompting us to further evaluate the current status of this class of therapeutic agents. In total, we have identified 87 agents with PDE-inhibiting capacity, of which 85 interact with PDE enzymes as primary target. We provide an overview of the clinical drug development with focus on the current clinical uses, novel molecules and indications, highlighting relevant clinical studies. We found that the bulk of current clinical uses for this class of therapeutic agents are chronic obstructive pulmonary disease (COPD), vascular and cardiovascular disorders and inflammatory skin conditions. In COPD, particularly, PDE inhibitors are characterised by the compliance-limiting adverse reactions. We discuss efforts directed to appropriately adjusting the dose regimens and conducting structure-activity relationship studies to determine the effect of structural features on safety profile. The ongoing development predominantly concentrates on central nervous system diseases, such as schizophrenia, Alzheimer's disease, Parkinson's disease and fragile X syndrome; notable advancements are being also made in mycobacterial infections, HIV and Duchenne muscular dystrophy. Our analysis predicts the diversification of PDE inhibitors' will continue to grow thanks to the molecules in preclinical development and the ongoing research involving drugs in clinical development.
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Affiliation(s)
- Andrey D. Bondarev
- Department of Surgical Sciences, Functional Pharmacology and Neuroscience, Uppsala University, Uppsala, Sweden
| | - Misty M. Attwood
- Department of Surgical Sciences, Functional Pharmacology and Neuroscience, Uppsala University, Uppsala, Sweden
| | - Jörgen Jonsson
- Department of Surgical Sciences, Functional Pharmacology and Neuroscience, Uppsala University, Uppsala, Sweden
| | | | | | - Wen Liu
- Department of Surgical Sciences, Functional Pharmacology and Neuroscience, Uppsala University, Uppsala, Sweden
| | - Helgi B. Schiöth
- Department of Surgical Sciences, Functional Pharmacology and Neuroscience, Uppsala University, Uppsala, Sweden,*Correspondence: Helgi B. Schiöth,
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Letribot B, Nascimento M, Cerrato G, Darrigrand R, Salgues V, Renko D, Pruvost A, Alami M, Messaoudi S, Apcher S. Biological Investigation of a Water-Soluble Isoginkgetin-Phosphate Analogue, Targeting the Spliceosome with In Vivo Antitumor Activity. J Med Chem 2022; 65:4633-4648. [PMID: 35235336 DOI: 10.1021/acs.jmedchem.1c01654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The first total synthesis of the natural product Isoginkgetin as well as four water-soluble Isoginkgetin-phosphate analogues is reported herein. Moreover, the full study of the IP2 phosphate analogue with respect to pharmacological properties (metabolic and plasmatic stabilities, pharmacokinetic, off-target, etc.) as well as in vitro and in vivo biological activities are disclosed herein.
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Affiliation(s)
- Boris Letribot
- Université Paris-Saclay, CNRS, BioCIS, Châtenay-Malabry 92290, France
| | - Megane Nascimento
- Université Paris-Saclay, Institut Gustave Roussy, Inserm, Immunologie des tumeurs et Immunothérapie, Villejuif 94805, France
| | - Giulia Cerrato
- Université Paris-Saclay, Institut Gustave Roussy, Metabolomics and Cell Biology Platforms, Villejuif 94805, France
| | - Romain Darrigrand
- Université Paris-Saclay, Institut Gustave Roussy, Inserm, Immunologie des tumeurs et Immunothérapie, Villejuif 94805, France
| | - Valerie Salgues
- Université Paris-Saclay, Institut Gustave Roussy, Inserm, Immunologie des tumeurs et Immunothérapie, Villejuif 94805, France
| | - Dolor Renko
- Université Paris-Saclay, CNRS, BioCIS, Châtenay-Malabry 92290, France
| | - Alain Pruvost
- Université Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour La Santé, SPI, Gif-sur-Yvette 91191, France
| | - Mouad Alami
- Université Paris-Saclay, CNRS, BioCIS, Châtenay-Malabry 92290, France
| | - Samir Messaoudi
- Université Paris-Saclay, CNRS, BioCIS, Châtenay-Malabry 92290, France
| | - Sebastien Apcher
- Université Paris-Saclay, Institut Gustave Roussy, Inserm, Immunologie des tumeurs et Immunothérapie, Villejuif 94805, France
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Rathi A, Kumar V, Sundar D. Insights into the potential of withanolides as Phosphodiesterase-4 (PDE4D) inhibitors. J Biomol Struct Dyn 2022; 41:2108-2117. [PMID: 35060432 DOI: 10.1080/07391102.2022.2028679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Medicinal herbs have been used as traditional medicines for centuries. The molecular mechanism of action of their bioactive molecules against various diseases or therapeutic targets is still being explored. Here, the active compounds (withanolides) of a well-known Indian medicinal herb, Ashwagandha (Withania somnifera), have been studied for their most potential therapeutic targets and their mechanism of action using ligand-based screening and receptor-based approaches. Ligand-based screening predicted the six top therapeutic targets, namely, Protein kinase C alpha (PRKCA), Protein kinase C delta (PRKCD), Protein kinase C epsilon (PRKCE), Androgenic Receptor (AR), Cycloxygenase-2 (PTGS-2) and Phosphodiesterase-4D (PDE4D). Further, when these predictions were validated using receptor-based studies, i.e. molecular docking, molecular dynamics simulation and free energy calculations, it was found that PDE4D was the most potent target for four withanolides, namely, Withaferin-A, 17-Hydroxywithaferin-A, 27-Hydroxywithanone and Withanolide-R. These compounds had a better binding affinity and similar interactions as that of an already known inhibitor (Zardaverine) of PDE4D. These results warrant further in-vitro and in-vivo investigations to examine their therapeutic potential as an inhibitor of PDE4D.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Aditya Rathi
- DAILAB, Department of Biochemical Engineering & Biotechnology, Indian Institute of Technology (IIT) Delhi, Hauz Khas, New Delhi, India
| | - Vipul Kumar
- DAILAB, Department of Biochemical Engineering & Biotechnology, Indian Institute of Technology (IIT) Delhi, Hauz Khas, New Delhi, India
| | - Durai Sundar
- DAILAB, Department of Biochemical Engineering & Biotechnology, Indian Institute of Technology (IIT) Delhi, Hauz Khas, New Delhi, India
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Pyridazinone Derivatives Limit Osteosarcoma-Cells Growth In Vitro and In Vivo. Cancers (Basel) 2021; 13:cancers13235992. [PMID: 34885102 PMCID: PMC8656549 DOI: 10.3390/cancers13235992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 11/17/2021] [Accepted: 11/25/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary There is a dire need for novel therapeutic interventions to treat osteosarcoma. Pyridazinone derivatives have proven some efficacy in several cancer models, but their effect on osteosarcoma is yet to be evaluated. Our goal was to synthesize and evaluate, both in vitro and in vivo, some pyridazinone derivatives to provide a proof of concept of their potential as anti-osteosarcoma molecules. We demonstrated that our newly synthesized pyridazinone scaffold-based molecules might be hit-candidates to develop new therapeutic avenues for multi-therapy purposes. Abstract Osteosarcoma is a rare primary bone cancer that mostly affects children and young adults. Current therapeutic approaches consist of combining surgery and chemotherapy but remain unfortunately insufficient to avoid relapse and metastases. Progress in terms of patient survival has remained the same for 30 years. In this study, novel pyridazinone derivatives have been evaluated as potential anti-osteosarcoma therapeutics because of their anti-type 4 phosphodiesterase activity, which modulates the survival of several other cancer cells. By using five—four human and one murine osteosarcoma—cell lines, we demonstrated differential cytotoxic effects of four pyridazinone scaffold-based compounds (mitochondrial activity and DNA quantification). Proapoptotic (annexin V positive cells and caspase-3 activity), anti-proliferative (EdU integration) and anti-migratory effects (scratch test assay) were also observed. Owing to their cytotoxic activity in in vitro conditions and their ability to limit tumor growth in a murine orthotopic osteosarcoma model, our data suggest that these pyridazinone derivatives might be hit-candidates to develop new therapeutic strategies against osteosarcoma.
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Tang C, Liu D, Fan Y, Yu J, Li C, Su J, Wang C. Visualization and bibliometric analysis of cAMP signaling system research trends and hotspots in cancer. J Cancer 2021; 12:358-370. [PMID: 33391432 PMCID: PMC7738981 DOI: 10.7150/jca.47158] [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: 04/18/2020] [Accepted: 10/02/2020] [Indexed: 12/13/2022] Open
Abstract
Cyclic adenosine monophosphate (cAMP) is an essential second messenger that widely distributed among prokaryotic and eukaryotic organisms. cAMP can regulate various biological processes, including cell proliferation, differentiation, apoptosis and immune functions. Any dysregulation or alteration of cAMP signaling may cause cell metabolic disorder, immune dysfunction and lead to disease or cancer. This study aimed to conduct a scientometric analysis of cAMP signaling system in cancer field, and explored the research trend, hotspots and frontiers from the past decade. Relevant literatures published from 2009 to 2019 were collected in the Web of Science Core Collection database. EndNote X9 was used to remove duplicate articles, and irrelevant articles were manually filtered. Bibliometric analyses were completed by CiteSpace V. A total of 4306 articles were included in this study. The number of related literatures published each year is gradually increasing. Most of them belong to “Biochemistry & Molecular Biology”, “Oncology”, “Cell Biology”, “Pharmacology & Pharmacy” and “Endocrinology & Metabolism” areas. In the past decade, USA, China, and Japan contributed the most to the research of cAMP signaling system in cancer. The frontiers and hotspots of cAMP signaling pathway system related to cancer fields mainly focused on cancer cell apoptosis, metastasis, and multiple tumors occurrence in patients with Carney complex. Intervention of the cAMP metabolic pathway may be a potential and promising therapeutic strategy for controlling clinical cancer and tumor diseases.
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Affiliation(s)
- Caoli Tang
- Department of Preventive Medicine, School of Public Health, Wuhan University, Donghu Road 115, Wuhan 430071, Hubei, China
| | - Duanya Liu
- Department of Preventive Medicine, School of Public Health, Wuhan University, Donghu Road 115, Wuhan 430071, Hubei, China
| | - Yongsheng Fan
- Department of Preventive Medicine, School of Public Health, Wuhan University, Donghu Road 115, Wuhan 430071, Hubei, China
| | - Jun Yu
- Department of Preventive Medicine, School of Public Health, Wuhan University, Donghu Road 115, Wuhan 430071, Hubei, China
| | - Cong Li
- Department of Preventive Medicine, School of Public Health, Wuhan University, Donghu Road 115, Wuhan 430071, Hubei, China
| | - Jianmei Su
- Department of Preventive Medicine, School of Public Health, Wuhan University, Donghu Road 115, Wuhan 430071, Hubei, China.,Key Laboratory of Regional Development and Environmental Response, Faculty of Resources and Environmental Science, Hubei University, Friendship Avenue 368, Wuhan 430062, Hubei, China
| | - Chunhong Wang
- Department of Preventive Medicine, School of Public Health, Wuhan University, Donghu Road 115, Wuhan 430071, Hubei, China
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8
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Synthesis, biological evaluation and molecular docking studies of novel thiopyrimidine analogue as apoptotic agent with potential anticancer activity. Bioorg Chem 2020; 104:104249. [DOI: 10.1016/j.bioorg.2020.104249] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 07/20/2020] [Accepted: 08/28/2020] [Indexed: 12/18/2022]
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Ai Y, He H, Chen P, Yan B, Zhang W, Ding Z, Li D, Chen J, Ma Y, Cao Y, Zhu J, Li J, Ou J, Du S, Wang X, Ma J, Gao S, Qi X. An alkaloid initiates phosphodiesterase 3A-schlafen 12 dependent apoptosis without affecting the phosphodiesterase activity. Nat Commun 2020; 11:3236. [PMID: 32591543 PMCID: PMC7319972 DOI: 10.1038/s41467-020-17052-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 06/05/2020] [Indexed: 12/16/2022] Open
Abstract
The promotion of apoptosis in tumor cells is a popular strategy for developing anti-cancer drugs. Here, we demonstrate that the plant indole alkaloid natural product nauclefine induces apoptosis of diverse cancer cells via a PDE3A-SLFN12 dependent death pathway. Nauclefine binds PDE3A but does not inhibit the PDE3A's phosphodiesterase activity, thus representing a previously unknown type of PDE3A modulator that can initiate apoptosis without affecting PDE3A's canonical function. We demonstrate that PDE3A's H840, Q975, Q1001, and F1004 residues-as well as I105 in SLFN12-are essential for nauclefine-induced PDE3A-SLFN12 interaction and cell death. Extending these molecular insights, we show in vivo that nauclefine inhibits tumor xenograft growth, doing so in a PDE3A- and SLFN12-dependent manner. Thus, beyond demonstrating potent cytotoxic effects of an alkaloid natural product, our study illustrates a potentially side-effect-reducing strategy for targeting PDE3A for anti-cancer therapeutics without affecting its phosphodiesterase activity.
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Affiliation(s)
- Youwei Ai
- College of Wildlife and Protected Area, Northeast Forestry University, Hexing Road, 150040, Harbin, China.
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China.
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing, China.
| | - Haibing He
- Shanghai Engineering Research Center of Molecular Therapeutics and New Drug Development, East China Normal University, 3663N Zhongshan Road, 200062, Shanghai, China
| | - Peihao Chen
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing, China
| | - Bo Yan
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing, China
| | - Wenbin Zhang
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing, China
| | - Zhangcheng Ding
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing, China
| | - Dianrong Li
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing, China
| | - Jie Chen
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China
| | - Yan Ma
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China
| | - Yang Cao
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China
| | - Jie Zhu
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China
| | - Jiaojiao Li
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China
| | - Jinjie Ou
- Shanghai Engineering Research Center of Molecular Therapeutics and New Drug Development, East China Normal University, 3663N Zhongshan Road, 200062, Shanghai, China
| | - Shan Du
- Shanghai Engineering Research Center of Molecular Therapeutics and New Drug Development, East China Normal University, 3663N Zhongshan Road, 200062, Shanghai, China
| | - Xiaodong Wang
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing, China
| | - Jianzhang Ma
- College of Wildlife and Protected Area, Northeast Forestry University, Hexing Road, 150040, Harbin, China.
| | - Shuanhu Gao
- Shanghai Engineering Research Center of Molecular Therapeutics and New Drug Development, East China Normal University, 3663N Zhongshan Road, 200062, Shanghai, China.
| | - Xiangbing Qi
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, 102206, Beijing, China.
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing, China.
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Wu X, Schnitzler GR, Gao GF, Diamond B, Baker AR, Kaplan B, Williamson K, Westlake L, Lorrey S, Lewis TA, Garvie CW, Lange M, Hayat S, Seidel H, Doench J, Cherniack AD, Kopitz C, Meyerson M, Greulich H. Mechanistic insights into cancer cell killing through interaction of phosphodiesterase 3A and schlafen family member 12. J Biol Chem 2020; 295:3431-3446. [PMID: 32005668 DOI: 10.1074/jbc.ra119.011191] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 01/27/2020] [Indexed: 01/08/2023] Open
Abstract
Cytotoxic molecules can kill cancer cells by disrupting critical cellular processes or by inducing novel activities. 6-(4-(Diethylamino)-3-nitrophenyl)-5-methyl-4,5-dihydropyridazin-3(2H)-one (DNMDP) is a small molecule that kills cancer cells by generation of novel activity. DNMDP induces complex formation between phosphodiesterase 3A (PDE3A) and schlafen family member 12 (SLFN12) and specifically kills cancer cells expressing elevated levels of these two proteins. Here, we examined the characteristics and covariates of the cancer cell response to DNMDP. On average, the sensitivity of human cancer cell lines to DNMDP is correlated with PDE3A expression levels. However, DNMDP could also bind the related protein, PDE3B, and PDE3B supported DNMDP sensitivity in the absence of PDE3A expression. Although inhibition of PDE3A catalytic activity did not account for DNMDP sensitivity, we found that expression of the catalytic domain of PDE3A in cancer cells lacking PDE3A is sufficient to confer sensitivity to DNMDP, and substitutions in the PDE3A active site abolish compound binding. Moreover, a genome-wide CRISPR screen identified the aryl hydrocarbon receptor-interacting protein (AIP), a co-chaperone protein, as required for response to DNMDP. We determined that AIP is also required for PDE3A-SLFN12 complex formation. Our results provide mechanistic insights into how DNMDP induces PDE3A-SLFN12 complex formation, thereby killing cancer cells with high levels of PDE3A and SLFN12 expression.
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Affiliation(s)
- Xiaoyun Wu
- Cancer Program, Broad Institute, Cambridge, Massachusetts 02142
| | | | - Galen F Gao
- Cancer Program, Broad Institute, Cambridge, Massachusetts 02142
| | - Brett Diamond
- Cancer Program, Broad Institute, Cambridge, Massachusetts 02142
| | - Andrew R Baker
- Cancer Program, Broad Institute, Cambridge, Massachusetts 02142
| | - Bethany Kaplan
- Cancer Program, Broad Institute, Cambridge, Massachusetts 02142
| | | | | | - Selena Lorrey
- Cancer Program, Broad Institute, Cambridge, Massachusetts 02142
| | - Timothy A Lewis
- Center for the Development of Therapeutics, Broad Institute, Cambridge, Massachusetts 02142
| | - Colin W Garvie
- Center for the Development of Therapeutics, Broad Institute, Cambridge, Massachusetts 02142
| | - Martin Lange
- Research and Development, Pharmaceuticals, Bayer AG, 13342 Berlin, Germany
| | - Sikander Hayat
- Research and Development, Pharmaceuticals, Bayer AG, 13342 Berlin, Germany
| | - Henrik Seidel
- Research and Development, Pharmaceuticals, Bayer AG, 13342 Berlin, Germany
| | - John Doench
- Genetic Perturbation Platform, Broad Institute, Cambridge, Massachusetts 02142
| | - Andrew D Cherniack
- Cancer Program, Broad Institute, Cambridge, Massachusetts 02142; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215
| | - Charlotte Kopitz
- Research and Development, Pharmaceuticals, Bayer AG, 13342 Berlin, Germany
| | - Matthew Meyerson
- Cancer Program, Broad Institute, Cambridge, Massachusetts 02142; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215
| | - Heidi Greulich
- Cancer Program, Broad Institute, Cambridge, Massachusetts 02142; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215.
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11
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Massimi M, Ragusa F, Cardarelli S, Giorgi M. Targeting Cyclic AMP Signalling in Hepatocellular Carcinoma. Cells 2019; 8:cells8121511. [PMID: 31775395 PMCID: PMC6952960 DOI: 10.3390/cells8121511] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 11/21/2019] [Accepted: 11/22/2019] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a major healthcare problem worldwide, representing one of the leading causes of cancer mortality. Since there are currently no predictive biomarkers for early stage diagnosis, HCC is detected only in advanced stages and most patients die within one year, as radical tumour resection is generally performed late during the disease. The development of alternative therapeutic approaches to HCC remains one of the most challenging areas of cancer. This review focuses on the relevance of cAMP signalling in the development of hepatocellular carcinoma and identifies the modulation of this second messenger as a new strategy for the control of tumour growth. In addition, because the cAMP pathway is controlled by phosphodiesterases (PDEs), targeting these enzymes using PDE inhibitors is becoming an attractive and promising tool for the control of HCC. Among them, based on current preclinical and clinical findings, PDE4-specific inhibitors remarkably demonstrate therapeutic potential in the management of cancer outcomes, especially as adjuvants to standard therapies. However, more preclinical studies are warranted to ascertain their efficacy during the different stages of hepatocyte transformation and in the treatment of established HCC.
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Affiliation(s)
- Mara Massimi
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy;
- Correspondence: (M.M.); (M.G.); Tel.: +39-0862-433219 (M.M.); +39-06-49912308 (M.G.)
| | - Federica Ragusa
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy;
| | - Silvia Cardarelli
- Department of Biology and Biotechnology “Charles Darwin”, Sapienza University of Rome, 00185 Rome, Italy;
| | - Mauro Giorgi
- Department of Biology and Biotechnology “Charles Darwin”, Sapienza University of Rome, 00185 Rome, Italy;
- Correspondence: (M.M.); (M.G.); Tel.: +39-0862-433219 (M.M.); +39-06-49912308 (M.G.)
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12
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Gong Y, Mao J, Wu D, Wang X, Li L, Zhu L, Song R. Circ-ZEB1.33 promotes the proliferation of human HCC by sponging miR-200a-3p and upregulating CDK6. Cancer Cell Int 2018; 18:116. [PMID: 30123094 PMCID: PMC6090603 DOI: 10.1186/s12935-018-0602-3] [Citation(s) in RCA: 91] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Accepted: 07/23/2018] [Indexed: 12/23/2022] Open
Abstract
Background Accumulating data indicated that circRNA plays important roles in regulating many biological processes of the tumor, the present study is designated for exploring roles of the circ-ZEB1.33-miR-200a-3p-CDK6 regulating axis in human hepatocellular carcinoma (HCC). Methods The regulation axis as predicted by using online tool circNet, the expression and correlation of circ-ZEB1.33-miR-200a-3p-CDK6 was verified in human HCC. The diagnostic value of both tumor and serum circ-ZEB1.33 was estimated by using clinical samples. The roles of circ-ZEB1.33-miR-200a-3p-CDK6 in regulating cell cycle were explored by using in vitro studies. Results Overexpression of circ-ZEB1.33 and CDK6, downregulation of miR-200a-3p were detected in human HCC tissues, negative correlation between circ-ZEB1.33 and miR-200a-3p, positive correlation between circ-ZEB1.33 and CDK6 were confirmed in human HCC tissues. Tissue and serum circ-ZEB1.33 were related to different TMN stages and prognosis in HCC patients. RNA pull-down assay implied that circ-ZEB1.33 could decrease miR-200a-3p by sponging miR-200a-3p, and the luciferase reporter assay indicated that miR-200a-3p could downregulate CDK6 transcription by targeting its 3′UTR. The in vitro assays indicated that circ-ZEB1.33 could promote the proliferation of HCC cells by increasing the percentage of S phase regulated by CDK6/Rb. Conclusion Proliferation promotion roles of the circ-ZEB1.33-miR-200a-3p-CDK6 regulating axis are existed and verified in human HCC, both tumor and serum circ-ZEB1.33 can serve as an indicator for the prognosis of HCC patients. Electronic supplementary material The online version of this article (10.1186/s12935-018-0602-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yuhua Gong
- Department of Clinical Laboratory, The Third People's Hospital of Zhenjiang, 300 Daijiamen, Zhenjiang, 212005 Jiangsu China
| | - Jinzhong Mao
- Department of Radiology, The Third People's Hospital of Zhenjiang, 300 Daijiamen, Zhenjiang, 212005 Jiangsu China
| | - Di Wu
- Department of Hepatosis Inpatient, The Third People's Hospital of Zhenjiang, 300 Daijiamen, Zhenjiang, 212005 Jiangsu China
| | - Xuemei Wang
- Department of Clinical Laboratory, The Third People's Hospital of Zhenjiang, 300 Daijiamen, Zhenjiang, 212005 Jiangsu China
| | - Long Li
- Department of Clinical Laboratory, The Third People's Hospital of Zhenjiang, 300 Daijiamen, Zhenjiang, 212005 Jiangsu China
| | - Liang Zhu
- Department of Clinical Laboratory, The Third People's Hospital of Zhenjiang, 300 Daijiamen, Zhenjiang, 212005 Jiangsu China
| | - Rong Song
- Department of Clinical Laboratory, The Third People's Hospital of Zhenjiang, 300 Daijiamen, Zhenjiang, 212005 Jiangsu China
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13
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Nazir M, Senkowski W, Nyberg F, Blom K, Edqvist PH, Jarvius M, Andersson C, Gustafsson MG, Nygren P, Larsson R, Fryknäs M. Targeting tumor cells based on Phosphodiesterase 3A expression. Exp Cell Res 2017; 361:308-315. [DOI: 10.1016/j.yexcr.2017.10.032] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 10/24/2017] [Accepted: 10/25/2017] [Indexed: 02/06/2023]
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14
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Cartledge DM, Robbins KM, Drake KM, Sternberg R, Stabley DL, Gripp KW, Kolb EA, Sol-Church K, Napper AD. Cytotoxicity of Zardaverine in Embryonal Rhabdomyosarcoma from a Costello Syndrome Patient. Front Oncol 2017; 7:42. [PMID: 28421158 PMCID: PMC5376947 DOI: 10.3389/fonc.2017.00042] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Accepted: 03/03/2017] [Indexed: 01/27/2023] Open
Abstract
Costello syndrome (CS) patients suffer from a very high 10% incidence of embryonal rhabdomyosarcoma (ERMS). As tools to discover targeted therapeutic leads, we used a CS patient-derived ERMS cell line (CS242 ERMS) harboring a homozygous p.G12A mutation in HRAS, and a control cell line derived from the same patient comprising non-malignant CS242 fibroblasts with a heterozygous p.G12A HRAS mutation. A library of 2,000 compounds with known pharmacological activities was screened for their effect on CS242 ERMS cell viability. Follow-up testing in a panel of cell lines revealed that various compounds originally developed for other indications were remarkably selective; notably, the phosphodiesterase (PDE) inhibitor zardaverine was at least 1,000-fold more potent in CS242 ERMS than in the patient-matched non-malignant CS242 fibroblasts, other ERMS, or normal fibroblasts. Chronic treatment with zardaverine led to the emergence of resistant cells, consistent with CS242 ERMS comprising a mixed population of cells. Many PDE inhibitors in addition to zardaverine were tested on CS242 ERMS, but almost all had no effect. Interestingly, zardaverine and analogs showed a similar cytotoxicity profile in CS242 ERMS and cervical carcinoma-derived HeLa cells, suggesting a mechanism of action common to both cell types that does not require the presence of an HRAS mutation (HeLa contains wild type HRAS). Two recent studies presented possible mechanistic explanations for the cytotoxicity of zardaverine in HeLa cells. One revealed that zardaverine inhibited a HeLa cell-based screen measuring glucocorticoid receptor (GR) activation; however, using engineered HeLa cells, we ruled out a specific effect of zardaverine on signaling through the GR. The second attributed zardaverine toxicity in HeLa cells to promotion of the interaction of phosphodiesterase 3A and the growth regulatory protein Schlafen 12. We speculate that this work may provide a possible mechanism for zardaverine action in CS242 ERMS, although we have not yet tested this hypothesis. In conclusion, we have identified zardaverine as a potent cytotoxic agent in a CS-derived ERMS cell line and in HeLa. Although we have ruled out some possibilities, the mechanism of action of zardaverine in CS242 ERMS remains to be determined.
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Affiliation(s)
- Donna M Cartledge
- High-Throughput Screening and Drug Discovery Laboratory, Nemours Center for Childhood Cancer Research, Nemours Biomedical Research, Nemours/A.I. duPont Hospital for Children, Wilmington, DE, USA
| | - Katherine M Robbins
- Nemours Biomolecular Core Laboratory, Nemours Biomedical Research, Nemours/A.I. duPont Hospital for Children, Wilmington, DE, USA.,Biological Sciences, University of Delaware, Newark, DE, USA
| | - Katherine M Drake
- High-Throughput Screening and Drug Discovery Laboratory, Nemours Center for Childhood Cancer Research, Nemours Biomedical Research, Nemours/A.I. duPont Hospital for Children, Wilmington, DE, USA
| | - Rachel Sternberg
- High-Throughput Screening and Drug Discovery Laboratory, Nemours Center for Childhood Cancer Research, Nemours Biomedical Research, Nemours/A.I. duPont Hospital for Children, Wilmington, DE, USA
| | - Deborah L Stabley
- Nemours Biomolecular Core Laboratory, Nemours Biomedical Research, Nemours/A.I. duPont Hospital for Children, Wilmington, DE, USA
| | - Karen W Gripp
- Division of Genetics, Nemours/A.I. duPont Hospital for Children, Wilmington, DE, USA
| | - E Anders Kolb
- Nemours Center for Cancer and Blood Disorders, Nemours/A.I. duPont Hospital for Children, Wilmington, DE, USA
| | - Katia Sol-Church
- Nemours Biomolecular Core Laboratory, Nemours Biomedical Research, Nemours/A.I. duPont Hospital for Children, Wilmington, DE, USA
| | - Andrew D Napper
- High-Throughput Screening and Drug Discovery Laboratory, Nemours Center for Childhood Cancer Research, Nemours Biomedical Research, Nemours/A.I. duPont Hospital for Children, Wilmington, DE, USA
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15
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Massimi M, Cardarelli S, Galli F, Giardi MF, Ragusa F, Panera N, Cinque B, Cifone MG, Biagioni S, Giorgi M. Increase of Intracellular Cyclic AMP by PDE4 Inhibitors Affects HepG2 Cell Cycle Progression and Survival. J Cell Biochem 2016; 118:1401-1411. [PMID: 27859531 DOI: 10.1002/jcb.25798] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Accepted: 11/14/2016] [Indexed: 12/20/2022]
Abstract
Type 4 cyclic nucleotide phosphodiesterases (PDE4) are major members of a superfamily of enzymes (PDE) involved in modulation of intracellular signaling mediated by cAMP. Broadly expressed in most human tissues and present in large amounts in the liver, PDEs have in the last decade been key therapeutic targets for several inflammatory diseases. Recently, a significant body of work has underscored their involvement in different kinds of cancer, but with no attention paid to liver cancer. The present study investigated the effects of two PDE4 inhibitors, rolipram and DC-TA-46, on the growth of human hepatoma HepG2 cells. Treatment with these inhibitors caused a marked increase of intracellular cAMP level and a dose- and time-dependent effect on cell growth. The concentrations of inhibitors that halved cell proliferation to about 50% were used for cell cycle experiments. Rolipram (10 μM) and DC-TA-46 (0.5 μM) produced a decrease of cyclin expression, in particular of cyclin A, as well as an increase in p21, p27 and p53, as evaluated by Western blot analysis. Changes in the intracellular localization of cyclin D1 were also observed after treatments. In addition, both inhibitors caused apoptosis, as demonstrated by an Annexin-V cytofluorimetric assay and analysis of caspase-3/7 activity. Results demonstrated that treatment with PDE4 inhibitors affected HepG2 cell cycle and survival, suggesting that they might be useful as potential adjuvant, chemotherapeutic or chemopreventive agents in hepatocellular carcinoma. J. Cell. Biochem. 118: 1401-1411, 2017. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Mara Massimi
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Silvia Cardarelli
- Department of Biology and Biotechnology "Charles Darwin", Sapienza University of Rome, Rome, Italy
| | - Francesca Galli
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Maria Federica Giardi
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Federica Ragusa
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Nadia Panera
- Liver Research Unit, Bambino Gesù Children's Hospital and IRCC, Rome, Italy
| | - Benedetta Cinque
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Maria Grazia Cifone
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Stefano Biagioni
- Department of Biology and Biotechnology "Charles Darwin", Sapienza University of Rome, Rome, Italy
| | - Mauro Giorgi
- Department of Biology and Biotechnology "Charles Darwin", Sapienza University of Rome, Rome, Italy
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16
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Ali SM, Siddiqui R, Ong SK, Shah MR, Anwar A, Heard PJ, Khan NA. Identification and characterization of antibacterial compound(s) of cockroaches (Periplaneta americana). Appl Microbiol Biotechnol 2016; 101:253-286. [PMID: 27743045 DOI: 10.1007/s00253-016-7872-2] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Revised: 08/21/2016] [Accepted: 09/16/2016] [Indexed: 12/20/2022]
Abstract
Infectious diseases remain a significant threat to human health, contributing to more than 17 million deaths, annually. With the worsening trends of drug resistance, there is a need for newer and more powerful antimicrobial agents. We hypothesized that animals living in polluted environments are potential sources of antimicrobials. Under polluted milieus, organisms such as cockroaches encounter different types of microbes, including superbugs. Such creatures survive the onslaught of superbugs and are able to ward off disease by producing antimicrobial substances. Here, we characterized antibacterial properties in extracts of various body organs of cockroaches (Periplaneta americana) and showed potent antibacterial activity in crude brain extract against methicillin-resistant Staphylococcus aureus and neuropathogenic Escherichia coli K1. The size-exclusion spin columns revealed that the active compound(s) are less than 10 kDa in molecular mass. Using cytotoxicity assays, it was observed that pre-treatment of bacteria with lysates inhibited bacteria-mediated host cell cytotoxicity. Using spectra obtained with LC-MS on Agilent 1290 infinity liquid chromatograph, coupled with an Agilent 6460 triple quadruple mass spectrometer, tissues lysates were analysed. Among hundreds of compounds, only a few homologous compounds were identified that contained the isoquinoline group, chromene derivatives, thiazine groups, imidazoles, pyrrole-containing analogs, sulfonamides, furanones, and flavanones and known to possess broad-spectrum antimicrobial properties and anti-inflammatory, anti-tumour, and analgesic properties. Further identification, characterization, and functional studies using individual compounds can act as a breakthrough in developing novel therapeutics against various pathogens including superbugs.
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Affiliation(s)
- Salwa Mansur Ali
- Department of Biological Sciences, Faculty of Science and Technology, Sunway University, 47500, Subang Jaya, Selangor, Malaysia
| | - Ruqaiyyah Siddiqui
- Department of Biological Sciences, Faculty of Science and Technology, Sunway University, 47500, Subang Jaya, Selangor, Malaysia
| | - Seng-Kai Ong
- Department of Biological Sciences, Faculty of Science and Technology, Sunway University, 47500, Subang Jaya, Selangor, Malaysia
| | - Muhammad Raza Shah
- International Center for Chemical and Biological Sciences, H.E.J. Research Institute of Chemistry, University of Karachi, Karachi, Pakistan
| | - Ayaz Anwar
- International Center for Chemical and Biological Sciences, H.E.J. Research Institute of Chemistry, University of Karachi, Karachi, Pakistan
| | - Peter J Heard
- Department of Biological Sciences, Faculty of Science and Technology, Sunway University, 47500, Subang Jaya, Selangor, Malaysia
| | - Naveed Ahmed Khan
- Department of Biological Sciences, Faculty of Science and Technology, Sunway University, 47500, Subang Jaya, Selangor, Malaysia.
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Kel AE, Stegmaier P, Valeev T, Koschmann J, Poroikov V, Kel-Margoulis OV, Wingender E. Multi-omics "upstream analysis" of regulatory genomic regions helps identifying targets against methotrexate resistance of colon cancer. EUPA OPEN PROTEOMICS 2016; 13:1-13. [PMID: 29900117 PMCID: PMC5988513 DOI: 10.1016/j.euprot.2016.09.002] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2015] [Revised: 09/05/2016] [Accepted: 09/08/2016] [Indexed: 11/25/2022]
Abstract
Upstream analysis strategy for multi-omics data is proposed. Drug targets are predicted by search for TFBS and analysis of signaling network. Methotrexate resistance data include transcriptomics, proteomics and epigenomics. Predicted targets are: TGFalpha, IGFBP7, alpha9-integrin. Predicted drugs are: zardaverine, divalproex and human metabolite nicotinamide N-oxide.
We present an “upstream analysis” strategy for causal analysis of multiple “-omics” data. It analyzes promoters using the TRANSFAC database, combines it with an analysis of the upstream signal transduction pathways and identifies master regulators as potential drug targets for a pathological process. We applied this approach to a complex multi-omics data set that contains transcriptomics, proteomics and epigenomics data. We identified the following potential drug targets against induced resistance of cancer cells towards chemotherapy by methotrexate (MTX): TGFalpha, IGFBP7, alpha9-integrin, and the following chemical compounds: zardaverine and divalproex as well as human metabolites such as nicotinamide N-oxide.
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Affiliation(s)
- Alexander E Kel
- Institute of Chemical Biology and Fundamental Medicine, SBRAS, Novosibirsk, Russia.,Biosoft.ru, Ltd, Novosibirsk, Russia.,geneXplain GmbH, D-38302 Wolfenbüttel, Germany
| | | | - Tagir Valeev
- Biosoft.ru, Ltd, Novosibirsk, Russia.,A.P. Ershov Institute of Informatics Systems, SB RAS, Novosibirsk, Russia
| | | | | | | | - Edgar Wingender
- geneXplain GmbH, D-38302 Wolfenbüttel, Germany.,Institute of Bioinformatics, University Medical Center Göttingen, D-37077 Göttingen, Germany
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18
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Identification of cancer-cytotoxic modulators of PDE3A by predictive chemogenomics. Nat Chem Biol 2015; 12:102-8. [PMID: 26656089 PMCID: PMC4718766 DOI: 10.1038/nchembio.1984] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Accepted: 10/28/2015] [Indexed: 12/28/2022]
Abstract
High cancer death rates indicate the need for new anticancer therapeutic agents. Approaches to discovering new cancer drugs include target-based drug discovery and phenotypic screening. Here, we identified phosphodiesterase 3A modulators as cell-selective cancer cytotoxic compounds through phenotypic compound library screening and target deconvolution by predictive chemogenomics. We found that sensitivity to 6-(4-(diethylamino)-3-nitrophenyl)-5-methyl-4,5-dihydropyridazin-3(2H)-one, or DNMDP, across 766 cancer cell lines correlates with expression of the gene PDE3A, encoding phosphodiesterase 3A. Like DNMDP, a subset of known PDE3A inhibitors kill selected cancer cells, whereas others do not. Furthermore, PDE3A depletion leads to DNMDP resistance. We demonstrated that DNMDP binding to PDE3A promotes an interaction between PDE3A and Schlafen 12 (SLFN12), suggestive of a neomorphic activity. Coexpression of SLFN12 with PDE3A correlates with DNMDP sensitivity, whereas depletion of SLFN12 results in decreased DNMDP sensitivity. Our results implicate PDE3A modulators as candidate cancer therapeutic agents and demonstrate the power of predictive chemogenomics in small-molecule discovery.
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