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McDiarmid AH, Gospodinova KO, Elliott RJR, Dawson JC, Graham RE, El-Daher MT, Anderson SM, Glen SC, Glerup S, Carragher NO, Evans KL. Morphological profiling in human neural progenitor cells classifies hits in a pilot drug screen for Alzheimer's disease. Brain Commun 2024; 6:fcae101. [PMID: 38576795 PMCID: PMC10994270 DOI: 10.1093/braincomms/fcae101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 12/15/2023] [Accepted: 03/27/2024] [Indexed: 04/06/2024] Open
Abstract
Alzheimer's disease accounts for 60-70% of dementia cases. Current treatments are inadequate and there is a need to develop new approaches to drug discovery. Recently, in cancer, morphological profiling has been used in combination with high-throughput screening of small-molecule libraries in human cells in vitro. To test feasibility of this approach for Alzheimer's disease, we developed a cell morphology-based drug screen centred on the risk gene, SORL1 (which encodes the protein SORLA). Increased Alzheimer's disease risk has been repeatedly linked to variants in SORL1, particularly those conferring loss or decreased expression of SORLA, and lower SORL1 levels are observed in post-mortem brain samples from individuals with Alzheimer's disease. Consistent with its role in the endolysosomal pathway, SORL1 deletion is associated with enlarged endosomes in neural progenitor cells and neurons. We, therefore, hypothesized that multi-parametric, image-based cell phenotyping would identify features characteristic of SORL1 deletion. An automated morphological profiling method (Cell Painting) was adapted to neural progenitor cells and used to determine the phenotypic response of SORL1-/- neural progenitor cells to treatment with compounds from a small internationally approved drug library (TargetMol, 330 compounds). We detected distinct phenotypic signatures for SORL1-/- neural progenitor cells compared to isogenic wild-type controls. Furthermore, we identified 16 compounds (representing 14 drugs) that reversed the mutant morphological signatures in neural progenitor cells derived from three SORL1-/- induced pluripotent stem cell sub-clones. Network pharmacology analysis revealed the 16 compounds belonged to five mechanistic groups: 20S proteasome, aldehyde dehydrogenase, topoisomerase I and II, and DNA synthesis inhibitors. Enrichment analysis identified DNA synthesis/damage/repair, proteases/proteasome and metabolism as key pathways/biological processes. Prediction of novel targets revealed enrichment in pathways associated with neural cell function and Alzheimer's disease. Overall, this work suggests that (i) a quantitative phenotypic metric can distinguish induced pluripotent stem cell-derived SORL1-/- neural progenitor cells from isogenic wild-type controls and (ii) phenotypic screening combined with multi-parametric high-content image analysis is a viable option for drug repurposing and discovery in this human neural cell model of Alzheimer's disease.
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Affiliation(s)
- Amina H McDiarmid
- Centre for Genomic & Experimental Medicine, Institute of Genetics & Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Katerina O Gospodinova
- Centre for Genomic & Experimental Medicine, Institute of Genetics & Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Richard J R Elliott
- Cancer Research UK Scotland Centre, Institute of Genetics & Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - John C Dawson
- Cancer Research UK Scotland Centre, Institute of Genetics & Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Rebecca E Graham
- Cancer Research UK Scotland Centre, Institute of Genetics & Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Marie-Therese El-Daher
- Medical Research Council Human Genetics Unit, Institute of Genetics & Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Susan M Anderson
- Centre for Genomic & Experimental Medicine, Institute of Genetics & Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Sophie C Glen
- Centre for Genomic & Experimental Medicine, Institute of Genetics & Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Simon Glerup
- Department of Biomedicine, Aarhus University, 8000 Aarhus, Denmark
| | - Neil O Carragher
- Cancer Research UK Scotland Centre, Institute of Genetics & Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Kathryn L Evans
- Centre for Genomic & Experimental Medicine, Institute of Genetics & Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
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Pehkonen H, Filippou A, Väänänen J, Lindfors I, Vänttinen M, Ianevski P, Mäkelä A, Munne P, Klefström J, Toppila‐Salmi S, Grénman R, Hagström J, Mäkitie AA, Karhemo P, Monni O. Liprin-α1 contributes to oncogenic MAPK signaling by counteracting ERK activity. Mol Oncol 2024; 18:662-676. [PMID: 38264964 PMCID: PMC10920090 DOI: 10.1002/1878-0261.13593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 12/15/2023] [Accepted: 01/15/2024] [Indexed: 01/25/2024] Open
Abstract
PTPRF interacting protein alpha 1 (PPFIA1) encodes for liprin-α1, a member of the leukocyte common antigen-related protein tyrosine phosphatase (LAR-RPTPs)-interacting protein family. Liprin-α1 localizes to adhesive and invasive structures in the periphery of cancer cells, where it modulates migration and invasion in head and neck squamous cell carcinoma (HNSCC) and breast cancer. To study the possible role of liprin-α1 in anticancer drug responses, we screened a library of oncology compounds in cell lines with high endogenous PPFIA1 expression. The compounds with the highest differential responses between high PPFIA1-expressing and silenced cells across cell lines were inhibitors targeting mitogen-activated protein kinase kinase (MEK)/extracellular signal-regulated kinases (ERK) signaling. KRAS proto-oncogene, GTPase (KRAS)-mutated MDA-MB-231 cells were more resistant to trametinib upon PPFIA1 knockdown compared with control cells. In contrast, liprin-α1-depleted HNSCC cells with low RAS activity showed a context-dependent response to MEK/ERK inhibitors. Importantly, we showed that liprin-α1 depletion leads to increased p-ERK1/2 levels in all our studied cell lines independent of KRAS mutational status, suggesting a role of liprin-α1 in the regulation of MAPK oncogenic signaling. Furthermore, liprin-α1 depletion led to more pronounced redistribution of RAS proteins to the cell membrane. Our data suggest that liprin-α1 is an important contributor to oncogenic RAS/MAPK signaling, and the status of liprin-α1 may assist in predicting drug responses in cancer cells in a context-dependent manner.
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Affiliation(s)
- Henna Pehkonen
- Applied Tumor Genomics Research Program, Faculty of MedicineUniversity of HelsinkiFinland
| | - Artemis Filippou
- Applied Tumor Genomics Research Program, Faculty of MedicineUniversity of HelsinkiFinland
| | - Juho Väänänen
- Applied Tumor Genomics Research Program, Faculty of MedicineUniversity of HelsinkiFinland
| | - Iida Lindfors
- Applied Tumor Genomics Research Program, Faculty of MedicineUniversity of HelsinkiFinland
| | - Mira Vänttinen
- Applied Tumor Genomics Research Program, Faculty of MedicineUniversity of HelsinkiFinland
| | - Philipp Ianevski
- Institute for Molecular Medicine Finland (FIMM)University of HelsinkiFinland
| | - Anne Mäkelä
- Applied Tumor Genomics Research Program, Faculty of MedicineUniversity of HelsinkiFinland
| | - Pauliina Munne
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical FacultyUniversity of HelsinkiFinland
| | - Juha Klefström
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical FacultyUniversity of HelsinkiFinland
- iCAN Digital Precision Cancer Medicine FlagshipHelsinkiFinland
| | - Sanna Toppila‐Salmi
- Skin and Allergy HospitalHelsinki University Hospital and University of HelsinkiFinland
- Department of Otorhinolaryngology, Kuopio University Hospital and School of Medicine, Institute of Clinical MedicineUniversity of Eastern FinlandKuopioFinland
| | - Reidar Grénman
- Department of Otorhinolaryngology‐Head and Neck SurgeryUniversity of Turku and Turku University HospitalFinland
| | - Jaana Hagström
- Department of PathologyUniversity of Helsinki and Helsinki University HospitalFinland
- Institute of DentistryUniversity of TurkuFinland
| | - Antti A. Mäkitie
- iCAN Digital Precision Cancer Medicine FlagshipHelsinkiFinland
- Department of Otorhinolaryngology‐Head and Neck Surgery, Research Program in Systems OncologyUniversity of Helsinki and Helsinki University HospitalFinland
| | - Piia‐Riitta Karhemo
- Applied Tumor Genomics Research Program, Faculty of MedicineUniversity of HelsinkiFinland
- iCAN Digital Precision Cancer Medicine FlagshipHelsinkiFinland
| | - Outi Monni
- Applied Tumor Genomics Research Program, Faculty of MedicineUniversity of HelsinkiFinland
- iCAN Digital Precision Cancer Medicine FlagshipHelsinkiFinland
- Department of Oncology, Faculty of MedicineUniversity of HelsinkiFinland
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3
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Zhang H, Yang Y, Zhang J, Huang L, Niu Y, Chen H, Liu Q, Wang R. Oligodendrocytes Play a Critical Role in White Matter Damage of Vascular Dementia. Neuroscience 2024; 538:1-10. [PMID: 37913862 DOI: 10.1016/j.neuroscience.2023.10.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 10/17/2023] [Accepted: 10/21/2023] [Indexed: 11/03/2023]
Abstract
With the deepening of population aging, the treatment of cognitive impairment and dementia is facing increasing challenges. Vascular dementia (VaD) is a cognitive dysfunction caused by brain blood flow damage and one of the most common causes of dementia after Alzheimer's disease. White matter damage in patients with chronic ischemic dementia often occurs before cognitive impairment, and its pathological changes include leukoaraiosis, myelin destruction and oligodendrocyte death. The pathophysiology of vascular dementia is complex, involving a variety of neuronal and vascular lesions. The current proposed mechanisms include calcium overload, oxidative stress, nitrative stress and inflammatory damage, which can lead to hypoxia-ischemia and demyelination. Oligodendrocytes are the only myelinating cells in the central nervous system and closely associated with VaD. In this review article, we intend to further discuss the role of oligodendrocytes in white matter and myelin injury in VaD and the development of anti-myelin injury target drugs.
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Affiliation(s)
- Hexin Zhang
- Key Laboratory of Protection, Development and Utilization of Medicinal Resources in Liupanshan Area, Ministry of Education, School of Pharmacy, Ningxia Medical University, Yinchuan 750004, Ningxia, China
| | - Yanrong Yang
- Key Laboratory of Protection, Development and Utilization of Medicinal Resources in Liupanshan Area, Ministry of Education, School of Pharmacy, Ningxia Medical University, Yinchuan 750004, Ningxia, China
| | - Jingjing Zhang
- Key Laboratory of Protection, Development and Utilization of Medicinal Resources in Liupanshan Area, Ministry of Education, School of Pharmacy, Ningxia Medical University, Yinchuan 750004, Ningxia, China
| | - Li Huang
- Key Laboratory of Protection, Development and Utilization of Medicinal Resources in Liupanshan Area, Ministry of Education, School of Pharmacy, Ningxia Medical University, Yinchuan 750004, Ningxia, China
| | - Yang Niu
- Key Laboratory of Modernization of Minority Medicine, Ministry of Education, Ningxia medical University, Yinchuan 750004, Ningxia, China
| | - Hua Chen
- Key Laboratory of Protection, Development and Utilization of Medicinal Resources in Liupanshan Area, Ministry of Education, School of Pharmacy, Ningxia Medical University, Yinchuan 750004, Ningxia, China
| | - Qibing Liu
- Department of Pharmacy, The First Affiliated Hospital of Hainan Medical University, Haikou 570100, China
| | - Rui Wang
- Key Laboratory of Protection, Development and Utilization of Medicinal Resources in Liupanshan Area, Ministry of Education, School of Pharmacy, Ningxia Medical University, Yinchuan 750004, Ningxia, China.
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Zaghmi A, Aybay E, Jiang L, Shang M, Steinmetz‐Späh J, Wermeling F, Kogner P, Korotkova M, Östling P, Jakobsson P, Seashore‐Ludlow B, Larsson K. High-content screening of drug combinations of an mPGES-1 inhibitor in multicellular tumor spheroids leads to mechanistic insights into neuroblastoma chemoresistance. Mol Oncol 2024; 18:317-335. [PMID: 37519014 PMCID: PMC10850797 DOI: 10.1002/1878-0261.13502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 06/09/2023] [Accepted: 07/28/2023] [Indexed: 08/01/2023] Open
Abstract
High-throughput drug screening enables the discovery of new anticancer drugs. Although monolayer cell cultures are commonly used for screening, their limited complexity and translational efficiency require alternative models. Three-dimensional cell cultures, such as multicellular tumor spheroids (MCTS), mimic tumor architecture and offer promising opportunities for drug discovery. In this study, we developed a neuroblastoma MCTS model for high-content drug screening. We also aimed to decipher the mechanisms underlying synergistic drug combinations in this disease model. Several agents from different therapeutic categories and with different mechanisms of action were tested alone or in combination with selective inhibition of prostaglandin E2 by pharmacological inhibition of microsomal prostaglandin E synthase-1 (mPGES-1). After a systematic investigation of the sensitivity of individual agents and the effects of pairwise combinations, GFP-transfected MCTS were used in a confirmatory screen to validate the hits. Finally, inhibitory effects on multidrug resistance proteins were examined. In summary, we demonstrate how MCTS-based high-throughput drug screening has the potential to uncover effective drug combinations and provide insights into the mechanism of synergy between an mPGES-1 inhibitor and chemotherapeutic agents.
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Affiliation(s)
- Ahlem Zaghmi
- Rheumatology Unit, Department of Medicine, SolnaKarolinska Institutet, Karolinska University HospitalStockholmSweden
| | - Erdem Aybay
- Rheumatology Unit, Department of Medicine, SolnaKarolinska Institutet, Karolinska University HospitalStockholmSweden
| | - Long Jiang
- Rheumatology Unit, Department of Medicine, SolnaKarolinska Institutet, Karolinska University HospitalStockholmSweden
| | - Mingmei Shang
- Rheumatology Unit, Department of Medicine, SolnaKarolinska Institutet, Karolinska University HospitalStockholmSweden
| | - Julia Steinmetz‐Späh
- Rheumatology Unit, Department of Medicine, SolnaKarolinska Institutet, Karolinska University HospitalStockholmSweden
| | - Fredrik Wermeling
- Rheumatology Unit, Department of Medicine, SolnaKarolinska Institutet, Karolinska University HospitalStockholmSweden
| | - Per Kogner
- Childhood Cancer Research Unit, Department of Women's and Children's HealthKarolinska InstitutetStockholmSweden
| | - Marina Korotkova
- Rheumatology Unit, Department of Medicine, SolnaKarolinska Institutet, Karolinska University HospitalStockholmSweden
| | - Päivi Östling
- Department of Oncology‐Pathology, Science for Life LaboratoryKarolinska InstitutetStockholmSweden
| | - Per‐Johan Jakobsson
- Rheumatology Unit, Department of Medicine, SolnaKarolinska Institutet, Karolinska University HospitalStockholmSweden
| | - Brinton Seashore‐Ludlow
- Department of Oncology‐Pathology, Science for Life LaboratoryKarolinska InstitutetStockholmSweden
| | - Karin Larsson
- Rheumatology Unit, Department of Medicine, SolnaKarolinska Institutet, Karolinska University HospitalStockholmSweden
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Li WJ, Huang Y, Lin YA, Zhang BD, Li MY, Zou YQ, Hu GS, He YH, Yang JJ, Xie BL, Huang HH, Deng X, Liu W. Targeting PRMT1-mediated SRSF1 methylation to suppress oncogenic exon inclusion events and breast tumorigenesis. Cell Rep 2023; 42:113385. [PMID: 37938975 DOI: 10.1016/j.celrep.2023.113385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Revised: 08/10/2023] [Accepted: 10/23/2023] [Indexed: 11/10/2023] Open
Abstract
PRMT1 plays a vital role in breast tumorigenesis; however, the underlying molecular mechanisms remain incompletely understood. Herein, we show that PRMT1 plays a critical role in RNA alternative splicing, with a preference for exon inclusion. PRMT1 methylome profiling identifies that PRMT1 methylates the splicing factor SRSF1, which is critical for SRSF1 phosphorylation, SRSF1 binding with RNA, and exon inclusion. In breast tumors, PRMT1 overexpression is associated with increased SRSF1 arginine methylation and aberrant exon inclusion, which are critical for breast cancer cell growth. In addition, we identify a selective PRMT1 inhibitor, iPRMT1, which potently inhibits PRMT1-mediated SRSF1 methylation, exon inclusion, and breast cancer cell growth. Combination treatment with iPRMT1 and inhibitors targeting SRSF1 phosphorylation exhibits an additive effect of suppressing breast cancer cell growth. In conclusion, our study dissects a mechanism underlying PRMT1-mediated RNA alternative splicing. Thus, PRMT1 has great potential as a therapeutic target in breast cancer treatment.
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Affiliation(s)
- Wen-Juan Li
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian 361102, China
| | - Ying Huang
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian 361102, China
| | - Yi-An Lin
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian 361102, China
| | - Bao-Ding Zhang
- State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China
| | - Mei-Yan Li
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian 361102, China
| | - Yi-Qin Zou
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian 361102, China
| | - Guo-Sheng Hu
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian 361102, China
| | - Yao-Hui He
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian 361102, China
| | - Jing-Jing Yang
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian 361102, China
| | - Bing-Lan Xie
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China
| | - Hai-Hua Huang
- Department of Pathology, The Second Affiliated Hospital, Shantou University Medical College, Shantou, Guangdong, China
| | - Xianming Deng
- State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China.
| | - Wen Liu
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian, China; Xiang An Biomedicine Laboratory, School of Pharmaceutical Sciences, Faculty of Medicine and Life Sciences, Xiamen University, Xiang'an South Road, Xiamen, Fujian 361102, China.
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6
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Menteş M, Yandım C. Identification of PPA1 inhibitor candidates for potential repurposing in cancer medicine. J Cell Biochem 2023; 124:1646-1663. [PMID: 37733630 DOI: 10.1002/jcb.30475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 09/02/2023] [Accepted: 09/06/2023] [Indexed: 09/23/2023]
Abstract
Inorganic pyrophosphatase 1 (PPA1) is pivotal to cellular metabolism as it facilitates the hydrolysis of PPi-a by-product of various metabolic processes that influence cell growth and differentiation. Overexpression of PPA1 enzyme has been linked to diminished patient survival and was shown to influence tumor cell dynamics, thereby positioning it as a potential therapy target for a variety of cancers including colorectal cancer, diffuse large B-cell lymphoma, and lung adenocarcinoma. Despite this therapeutic promise, there are no known inhibitors of PPA1 as of today. In this study, we searched for potential PPA1 inhibitors using a molecular docking screen of 30 470 compounds with a history of clinical trials and/or US Food and Drug Administration approval. We specifically targeted the active pocket that coincides with the established catalytic domain. Our screen identified promising hits, which we further subjected to ADMET (absorption, distribution, metabolism, excretion, and toxicity) filtering. Subsequent molecular dynamics (MD) analyses were conducted on devazepide, quinotolast, and tarazepide-the three substances that successfully navigated all filters. MD analyses reinforced the stability of the protein-ligand complexes and confirmed ligand binding, as substantiated by our root mean square deviation, radius of gyration and secondary structures of proteins analyses. Furthermore, Molecular Mechanics Poisson-Boltzmann Surface Area calculations post-MD identified devazepide and quinotolast as showing higher binding affinities; being supported by principal component analysis, free energy landscape, and dynamic cross-correlation matrix results. Overall, our study reveals devazepide and quinotolast as potential candidates for PPA1 inhibition which could be considered for repurposing studies that need further experimental validation. These results not only reveal a potential for clinical repurposing for PPA1 inhibition but they also offer valuable insights into the development of future compounds for targeting the crucial PPA1 enzyme.
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Affiliation(s)
- Muratcan Menteş
- Department of Genetics and Bioengineering, Faculty of Engineering, İzmir University of Economics, Balçova, İzmir, Turkey
| | - Cihangir Yandım
- Department of Genetics and Bioengineering, Faculty of Engineering, İzmir University of Economics, Balçova, İzmir, Turkey
- İzmir Biomedicine and Genome Center (IBG), Dokuz Eylül University Health Campus, İnciraltı, İzmir, Turkey
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7
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Collados Rodríguez M, Maillard P, Journeaux A, Komarova AV, Najburg V, David RYS, Helynck O, Guo M, Zhong J, Baize S, Tangy F, Jacob Y, Munier-Lehmann H, Meurs EF. Novel Antiviral Molecules against Ebola Virus Infection. Int J Mol Sci 2023; 24:14791. [PMID: 37834238 PMCID: PMC10573436 DOI: 10.3390/ijms241914791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 09/19/2023] [Accepted: 09/22/2023] [Indexed: 10/15/2023] Open
Abstract
Infection with Ebola virus (EBOV) is responsible for hemorrhagic fever in humans with a high mortality rate. Combined efforts of prevention and therapeutic intervention are required to tackle highly variable RNA viruses, whose infections often lead to outbreaks. Here, we have screened the 2P2I3D chemical library using a nanoluciferase-based protein complementation assay (NPCA) and isolated two compounds that disrupt the interaction of the EBOV protein fragment VP35IID with the N-terminus of the dsRNA-binding proteins PKR and PACT, involved in IFN response and/or intrinsic immunity, respectively. The two compounds inhibited EBOV infection in cell culture as well as infection by measles virus (MV) independently of IFN induction. Consequently, we propose that the compounds are antiviral by restoring intrinsic immunity driven by PACT. Given that PACT is highly conserved across mammals, our data support further testing of the compounds in other species, as well as against other negative-sense RNA viruses.
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Affiliation(s)
- Mila Collados Rodríguez
- School of Infection & Immunity (SII), College of Medical, Veterinary and Life Sciences (MVLS), Sir Michael Stoker Building, MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow G61 1QH, UK
- Unité Hépacivirus et Immunité Innée, CNRS, UMR 3569, Département de Virologie, Institut Pasteur, 75015 Paris, France; (P.M.); (E.F.M.)
| | - Patrick Maillard
- Unité Hépacivirus et Immunité Innée, CNRS, UMR 3569, Département de Virologie, Institut Pasteur, 75015 Paris, France; (P.M.); (E.F.M.)
| | - Alexandra Journeaux
- Unit of Biology of Emerging Viral Infections, Institut Pasteur, 69007 Lyon, France; (A.J.); (S.B.)
| | - Anastassia V. Komarova
- Interactomics, RNA and Immunity Laboratory, Institut Pasteur, 75015 Paris, France;
- Unité de Génomique Virale et Vaccination, Institut Pasteur, 75015 Paris, France; (V.N.); (R.-Y.S.D.); (F.T.)
- Université Paris Cité, 75013 Paris, France;
| | - Valérie Najburg
- Unité de Génomique Virale et Vaccination, Institut Pasteur, 75015 Paris, France; (V.N.); (R.-Y.S.D.); (F.T.)
- Université Paris Cité, 75013 Paris, France;
| | - Raul-Yusef Sanchez David
- Unité de Génomique Virale et Vaccination, Institut Pasteur, 75015 Paris, France; (V.N.); (R.-Y.S.D.); (F.T.)
- Blizard Institute—Faculty of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK
| | - Olivier Helynck
- Unité de Chimie et Biocatalyse, CNRS, UMR 3523, Institut Pasteur, Université de Paris, 75015 Paris, France; (O.H.); (H.M.-L.)
| | - Mingzhe Guo
- CAS Key Laboratory of Molecular Virology and Immunology, Unit of Viral Hepatitis, Shanghai Institute of Immunity and Infection, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Shanghai 200023, China; (M.G.); (J.Z.)
| | - Jin Zhong
- CAS Key Laboratory of Molecular Virology and Immunology, Unit of Viral Hepatitis, Shanghai Institute of Immunity and Infection, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Shanghai 200023, China; (M.G.); (J.Z.)
| | - Sylvain Baize
- Unit of Biology of Emerging Viral Infections, Institut Pasteur, 69007 Lyon, France; (A.J.); (S.B.)
| | - Frédéric Tangy
- Unité de Génomique Virale et Vaccination, Institut Pasteur, 75015 Paris, France; (V.N.); (R.-Y.S.D.); (F.T.)
- Université Paris Cité, 75013 Paris, France;
| | - Yves Jacob
- Université Paris Cité, 75013 Paris, France;
- Unité Génétique Moléculaire des Virus à ARN, CNRS, UMR 3569, Département de Virologie, Institut Pasteur, 75015 Paris, France
| | - Hélène Munier-Lehmann
- Unité de Chimie et Biocatalyse, CNRS, UMR 3523, Institut Pasteur, Université de Paris, 75015 Paris, France; (O.H.); (H.M.-L.)
| | - Eliane F. Meurs
- Unité Hépacivirus et Immunité Innée, CNRS, UMR 3569, Département de Virologie, Institut Pasteur, 75015 Paris, France; (P.M.); (E.F.M.)
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8
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Ren EC, Zhuo NZ, Goh ZY, Bonne I, Malleret B, Ko HL. cccDNA-Targeted Drug Screen Reveals a Class of Antihistamines as Suppressors of HBV Genome Levels. Biomolecules 2023; 13:1438. [PMID: 37892121 PMCID: PMC10604930 DOI: 10.3390/biom13101438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 09/08/2023] [Accepted: 09/22/2023] [Indexed: 10/29/2023] Open
Abstract
Chronic infection with hepatitis B virus (HBV) is incurable, as the current therapeutics cannot eliminate its persistent genomic material, cccDNA. Screening systems for cccDNA-targeting therapeutics are unavailable, as low copies of cccDNA in vitro complicate detection. To address this, cccDNA copies were massively increased to levels detectable via automated plate readers. This was achieved via continuous infection in a contact-free co-culture of an HBV generator (clone F881), which stably produced clinically relevant amounts of HBV, and HBV acceptors selected to carry high cccDNA loads. cccDNA-targeted therapeutics were then identified via reduced cccDNA-specific fluorescence, taking differences in the cell numbers and viability into account. Amongst the drugs tested, the H1 antihistamine Bilastine, HBVCP inhibitors and, surprisingly, current HBV therapeutics downregulated the cccDNA significantly, reflecting the assay's accuracy and sensitivity in identifying drugs that induce subtle changes in cccDNA levels, which take years to manifest in vivo. Bilastine was the only therapeutic that did not reduce HBV production from F881, indicating it to be a novel direct suppressor of cccDNA levels. When further assessed, only the structurally similar antihistamines Pitolisant and Nizatidine suppressed cccDNA levels when other H1 antihistamines could not. Taken together, our rapid fluorescence cccDNA-targeted drug screen successfully identified a class of molecules with the potential to treat hepatitis B.
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Affiliation(s)
- Ee Chee Ren
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A*STAR), 8A Biomedical Grove, Immunos, #03-06, Singapore 138648, Singapore; (N.Z.Z.); (Z.Y.G.); (B.M.)
- Immunology Translational Research Programme, Department of Microbiology & Immunology, Yong Loo Lin School of Medicine, National University of Singapore, 5 Science Drive 2, Block MD4, Level 3, Singapore 117545, Singapore;
| | - Nicole Ziyi Zhuo
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A*STAR), 8A Biomedical Grove, Immunos, #03-06, Singapore 138648, Singapore; (N.Z.Z.); (Z.Y.G.); (B.M.)
| | - Zhi Yi Goh
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A*STAR), 8A Biomedical Grove, Immunos, #03-06, Singapore 138648, Singapore; (N.Z.Z.); (Z.Y.G.); (B.M.)
- Immunology Translational Research Programme, Department of Microbiology & Immunology, Yong Loo Lin School of Medicine, National University of Singapore, 5 Science Drive 2, Block MD4, Level 3, Singapore 117545, Singapore;
| | - Isabelle Bonne
- Immunology Translational Research Programme, Department of Microbiology & Immunology, Yong Loo Lin School of Medicine, National University of Singapore, 5 Science Drive 2, Block MD4, Level 3, Singapore 117545, Singapore;
- Electron Microscopy Unit, Yong Loo Lin School of Medicine, National University of Singapore, MD1, Tahir Foundation Building, #B1-01, 12 Science Drive 2, Singapore 117549, Singapore
- Immunology Programme, Life Sciences Institute, Center for Life Sciences, National University of Singapore, #05-02, 28 Medical Drive, Singapore 117456, Singapore
| | - Benoît Malleret
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A*STAR), 8A Biomedical Grove, Immunos, #03-06, Singapore 138648, Singapore; (N.Z.Z.); (Z.Y.G.); (B.M.)
- Immunology Translational Research Programme, Department of Microbiology & Immunology, Yong Loo Lin School of Medicine, National University of Singapore, 5 Science Drive 2, Block MD4, Level 3, Singapore 117545, Singapore;
- Electron Microscopy Unit, Yong Loo Lin School of Medicine, National University of Singapore, MD1, Tahir Foundation Building, #B1-01, 12 Science Drive 2, Singapore 117549, Singapore
| | - Hui Ling Ko
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A*STAR), 8A Biomedical Grove, Immunos, #03-06, Singapore 138648, Singapore; (N.Z.Z.); (Z.Y.G.); (B.M.)
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9
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Sklavenitis-Pistofidis R, Lightbody ED, Reidy M, Tsuji J, Aranha MP, Heilpern-Mallory D, Huynh D, Chong SJF, Hackett L, Haradhvala NJ, Wu T, Su NK, Berrios B, Alberge JB, Dutta A, Davids MS, Papaioannou M, Getz G, Ghobrial IM, Manier S. Systematic characterization of therapeutic vulnerabilities in Multiple Myeloma with Amp1q reveals increased sensitivity to the combination of MCL1 and PI3K inhibitors. bioRxiv 2023:2023.08.01.551480. [PMID: 37577538 PMCID: PMC10418223 DOI: 10.1101/2023.08.01.551480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
The development of targeted therapy for patients with Multiple Myeloma (MM) is hampered by the low frequency of actionable genetic abnormalities. Gain or amplification of chr1q (Amp1q) is the most frequent arm-level copy number gain in patients with MM, and it is associated with higher risk of progression and death despite recent advances in therapeutics. Thus, developing targeted therapy for patients with MM and Amp1q stands to benefit a large portion of patients in need of more effective management. Here, we employed large-scale dependency screens and drug screens to systematically characterize the therapeutic vulnerabilities of MM with Amp1q and showed increased sensitivity to the combination of MCL1 and PI3K inhibitors. Using single-cell RNA sequencing, we compared subclones with and without Amp1q within the same patient tumors and showed that Amp1q is associated with higher levels of MCL1 and the PI3K pathway. Furthermore, by isolating isogenic clones with different copy number for part of the chr1q arm, we showed increased sensitivity to MCL1 and PI3K inhibitors with arm-level gain. Lastly, we demonstrated synergy between MCL1 and PI3K inhibitors and dissected their mechanism of action in MM with Amp1q.
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Affiliation(s)
- Romanos Sklavenitis-Pistofidis
- Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
- Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Elizabeth D. Lightbody
- Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
| | - Mairead Reidy
- Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
| | - Junko Tsuji
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
| | - Michelle P. Aranha
- Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
| | - Daniel Heilpern-Mallory
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
| | - Daisy Huynh
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Stephen J. F. Chong
- Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Liam Hackett
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Nicholas J. Haradhvala
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
| | - Ting Wu
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
| | - Nang K. Su
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Brianna Berrios
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Jean-Baptiste Alberge
- Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
| | - Ankit Dutta
- Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
| | - Matthew S. Davids
- Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Maria Papaioannou
- Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Hematology Unit, 1st Internal Medicine Department, AHEPA University Hospital, Thessaloniki, Greece
| | - Gad Getz
- Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Irene M. Ghobrial
- Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA, USA
| | - Salomon Manier
- INSERM UMRS1277, CNRS UMR9020, Lille University, 59000, France
- Department of Hematology, CHU Lille, Lille University, 59000, France
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10
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Nuta GC, Gilad Y, Goldberg N, Meril S, Bahlsen M, Carvalho S, Kozer N, Barr H, Fridmann Sirkis Y, Hercík K, Břehová P, Nencka R, Bialik S, Eisenstein M, Kimchi A. Identifying a selective inhibitor of autophagy that targets ATG12-ATG3 protein-protein interaction. Autophagy 2023; 19:2372-2385. [PMID: 37184247 PMCID: PMC10351452 DOI: 10.1080/15548627.2023.2178159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 02/02/2023] [Accepted: 02/03/2023] [Indexed: 02/24/2023] Open
Abstract
Macroautophagy/autophagy is a catabolic process by which cytosolic content is engulfed, degraded and recycled. It has been implicated as a critical pathway in advanced stages of cancer, as it maintains tumor cell homeostasis and continuous growth by nourishing hypoxic or nutrient-starved tumors. Autophagy also supports alternative cellular trafficking pathways, providing a mechanism of non-canonical secretion of inflammatory cytokines. This opens a significant therapeutic opportunity for using autophagy inhibitors in cancer and acute inflammatory responses. Here we developed a high throughput compound screen to identify inhibitors of protein-protein interaction (PPI) in autophagy, based on the protein-fragment complementation assay (PCA). We chose to target the ATG12-ATG3 PPI, as this interaction is indispensable for autophagosome formation, and the analyzed structure of the interaction interface predicts that it may be amenable to inhibition by small molecules. We screened 41,161 compounds yielding 17 compounds that effectively inhibit the ATG12-ATG3 interaction in the PCA platform, and which were subsequently filtered by their ability to inhibit autophagosome formation in viable cells. We describe a lead compound (#189) that inhibited GFP-fused MAP1LC3B/LC3B (microtubule associated protein 1 light chain 3 beta) puncta formation in cells with IC50 value corresponding to 9.3 μM. This compound displayed a selective inhibitory effect on the growth of autophagy addicted tumor cells and inhibited secretion of IL1B/IL-1β (interleukin 1 beta) by macrophage-like cells. Compound 189 has the potential to be developed into a therapeutic drug and its discovery documents the power of targeting PPIs for acquiring specific and selective compound inhibitors of autophagy.Abbreviations: ANOVA: analysis of variance; ATG: autophagy related; CQ: chloroquine; GFP: green fluorescent protein; GLuc: Gaussia Luciferase; HEK: human embryonic kidney; IL1B: interleukin 1 beta; LPS: lipopolysaccharide; MAP1LC3B/LC3B: microtubule associated protein 1 light chain 3 beta; PCA: protein-fragment complementation assay; PDAC: pancreatic ductal adenocarcinoma; PMA: phorbol 12-myristate 13-acetate; PPI: protein-protein interaction. VCL: vinculin.
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Affiliation(s)
- Gal Chaim Nuta
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
| | - Yuval Gilad
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
| | - Nadav Goldberg
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
| | - Sara Meril
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
| | - Marcela Bahlsen
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
| | - Silvia Carvalho
- The Nancy and Stephen Grand Israel National Center for Personalized Medicine (G-INCPM), Weizmann Institute of Science, Rehovot, Israel
| | - Noga Kozer
- The Nancy and Stephen Grand Israel National Center for Personalized Medicine (G-INCPM), Weizmann Institute of Science, Rehovot, Israel
| | - Haim Barr
- The Nancy and Stephen Grand Israel National Center for Personalized Medicine (G-INCPM), Weizmann Institute of Science, Rehovot, Israel
| | - Yael Fridmann Sirkis
- Department of Life Science Core Facilities, Weizmann Institute of Science, Rehovot, Israel
| | - Kamil Hercík
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences, Prague, Czech Republic
| | - Petra Břehová
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences, Prague, Czech Republic
| | - Radim Nencka
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences, Prague, Czech Republic
| | - Shani Bialik
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
| | - Miriam Eisenstein
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
| | - Adi Kimchi
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
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11
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Chen B, Hasan MM, Zhang H, Zhai Q, Waliullah ASM, Ping Y, Zhang C, Oyama S, Mimi MA, Tomochika Y, Nagashima Y, Nakamura T, Kahyo T, Ogawa K, Kaneda D, Yoshida M, Setou M. UBL3 Interacts with Alpha-Synuclein in Cells and the Interaction Is Downregulated by the EGFR Pathway Inhibitor Osimertinib. Biomedicines 2023; 11:1685. [PMID: 37371780 DOI: 10.3390/biomedicines11061685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 06/07/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023] Open
Abstract
Ubiquitin-like 3 (UBL3) acts as a post-translational modification (PTM) factor and regulates protein sorting into small extracellular vesicles (sEVs). sEVs have been reported as vectors for the pathology propagation of neurodegenerative diseases, such as α-synucleinopathies. Alpha-synuclein (α-syn) has been widely studied for its involvement in α-synucleinopathies. However, it is still unknown whether UBL3 interacts with α-syn, and is influenced by drugs or compounds. In this study, we investigated the interaction between UBL3 and α-syn, and any ensuing possible functional and pathological implications. We found that UBL3 can interact with α-syn by the Gaussia princeps based split luciferase complementation assay in cells and immunoprecipitation, while cysteine residues at its C-terminal, which are considered important as PTM factors for UBL3, were not essential for the interaction. The interaction was upregulated by 1-methyl-4-phenylpyridinium exposure. In drug screen results, the interaction was significantly downregulated by the treatment of osimertinib. These results suggest that UBL3 interacts with α-syn in cells and is significantly downregulated by epidermal growth factor receptor (EGFR) pathway inhibitor osimertinib. Therefore, the UBL3 pathway may be a new therapeutic target for α-synucleinopathies in the future.
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Affiliation(s)
- Bin Chen
- Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
| | - Md Mahmudul Hasan
- Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
| | - Hengsen Zhang
- Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
| | - Qing Zhai
- Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
| | - A S M Waliullah
- Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
| | - Yashuang Ping
- Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
| | - Chi Zhang
- Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
| | - Soho Oyama
- Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
| | - Mst Afsana Mimi
- Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
| | - Yuna Tomochika
- Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
| | - Yu Nagashima
- Institute for Medical Photonics Research, Preeminent Medical Photonics Education and Research Center, Hamamatsu University School of Medicine, Hamamatsu 431-3192, Shizuoka, Japan
| | - Tomohiko Nakamura
- Department of Neurology, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
| | - Tomoaki Kahyo
- Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
- International Mass Imaging Center, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
| | - Kenji Ogawa
- Laboratory of Veterinary Epizootiology, Department of Veterinary Medicine, Nihon University, Kameino 1866, Fujisawa 252-0880, Kanagawa, Japan
| | - Daita Kaneda
- Choju Medical Institute, Fukushimura Hospital, Yamanaka-19-14 Noyoricho, Toyohashi 441-8124, Aichi, Japan
| | - Minoru Yoshida
- Department of Biotechnology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo 113-8657, Japan
- Collaborative Research Institute for Innovative Microbiology, The University of Tokyo, Tokyo 113-8657, Japan
- RIKEN Center for Sustainable Resource Science, Wako 351-0198, Saitama, Japan
| | - Mitsutoshi Setou
- Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
- International Mass Imaging Center, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
- Department of Systems Molecular Anatomy, Institute for Medical Photonics Research, Preeminent Medical Photonics Education & Research Center, 1-20-1 Handayama, Higashi-Ku, Hamamatsu 431-3192, Shizuoka, Japan
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12
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Spratt J, Adkins Z, Warda D, Smith M, Bruggers J, Weiss P, Becher S. Illicit drug and alcohol use and measures of musculoskeletal function and mental health in orthopaedic trauma patients. OTA Int 2023; 6:e270. [PMID: 37719314 PMCID: PMC10503674 DOI: 10.1097/oi9.0000000000000270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 02/28/2023] [Indexed: 09/19/2023]
Abstract
Objectives The objective of this study was to describe the relationship between positive toxicology screens and measures of preinjury mental health and physical function in an orthopaedic trauma population. Design This was a cross-sectional study. Setting Urban Level 1 trauma center. Patients A total of 125 trauma patients gave written consent for this study. Main Outcome Measurements Questionnaires such as, Patient Health Questionnaire-9, General Anxiety Disorder-7, PCL-5, and Short Musculoskeletal Function Assessment, were used to survey patients after surgical intervention. Results Patient Health Questionnaire-9 (P = 0.05) and PCL-5 (P = 0.04) were not found to have significant differences between positive and negative toxicology screens. Both General Anxiety Disorder-7 (P = 0.004) and Short Musculoskeletal Function Assessment function (P = 0.006) were significantly higher in patients with positive toxicology screens. Conclusions Positive toxicology seems to be associated with preinjury anxiety. Patient reported preinjury function was not adversely affected by the presence of illicit substances or alcohol, nor were levels of post-traumatic stress disorder and depression found to be higher in patients with positive toxicology screens. Level of Evidence Level IV Cross-Sectional Study.
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Affiliation(s)
| | | | - Danny Warda
- Wellstar Atlanta Medical Center, Atlanta, GA
| | | | | | - Paul Weiss
- Wellstar Atlanta Medical Center, Atlanta, GA
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13
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Tiedt R, King FJ, Stamm C, Niederst MJ, Delach S, Zumstein-Mecker S, Meltzer J, Mulford IJ, Labrot E, Engstler BS, Baltschukat S, Kerr G, Golji J, Wyss D, Schnell C, Ainscow E, Engelman JA, Sellers WR, Barretina J, Caponigro G, Porta DG. Integrated CRISPR screening and drug profiling identifies combination opportunities for EGFR, ALK, and BRAF/MEK inhibitors. Cell Rep 2023; 42:112297. [PMID: 36961816 DOI: 10.1016/j.celrep.2023.112297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 01/11/2022] [Accepted: 03/03/2023] [Indexed: 03/25/2023] Open
Abstract
Anti-tumor efficacy of targeted therapies is variable across patients and cancer types. Even in patients with initial deep response, tumors are typically not eradicated and eventually relapse. To address these challenges, we present a systematic screen for targets that limit the anti-tumor efficacy of EGFR and ALK inhibitors in non-small cell lung cancer and BRAF/MEK inhibitors in colorectal cancer. Our approach includes genome-wide CRISPR screens with or without drugs targeting the oncogenic driver ("anchor therapy"), and large-scale pairwise combination screens of anchor therapies with 351 other drugs. Interestingly, targeting of a small number of genes, including MCL1, BCL2L1, and YAP1, sensitizes multiple cell lines to the respective anchor therapy. Data from drug combination screens with EGF816 and ceritinib indicate that dasatinib and agents disrupting microtubules act synergistically across many cell lines. Finally, we show that a higher-order-combination screen with 26 selected drugs in two resistant EGFR-mutant lung cancer cell lines identified active triplet combinations.
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Affiliation(s)
- Ralph Tiedt
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
| | - Frederick J King
- Novartis Institutes for BioMedical Research, Genomics Institute of the Novartis Research Foundation, La Jolla, CA, USA
| | - Christelle Stamm
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
| | - Matthew J Niederst
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA.
| | - Scott Delach
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | | | - Jodi Meltzer
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Iain J Mulford
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Emma Labrot
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | | | - Sabrina Baltschukat
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
| | - Grainne Kerr
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
| | - Javad Golji
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Daniel Wyss
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
| | - Christian Schnell
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
| | - Edward Ainscow
- Novartis Institutes for BioMedical Research, Genomics Institute of the Novartis Research Foundation, La Jolla, CA, USA
| | - Jeffrey A Engelman
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - William R Sellers
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Jordi Barretina
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Giordano Caponigro
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Diana Graus Porta
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland
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14
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Davaapil H, McNamara M, Granata A, Macrae RGC, Hirano M, Fitzek M, Aragon-Martin JA, Child A, Smith DM, Sinha S. A phenotypic screen of Marfan syndrome iPSC-derived vascular smooth muscle cells uncovers GSK3β as a new target. Stem Cell Reports 2023; 18:555-569. [PMID: 36669494 PMCID: PMC9968988 DOI: 10.1016/j.stemcr.2022.12.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 12/14/2022] [Accepted: 12/15/2022] [Indexed: 01/20/2023] Open
Abstract
Marfan syndrome (MFS) is a rare connective tissue disorder caused by mutations in FBN1. Patients with MFS notably suffer from aortic aneurysm and dissection. Despite considerable effort, animal models have proven to be poorly predictive for therapeutic intervention in human aortic disease. Patient-derived induced pluripotent stem cells can be differentiated into vascular smooth muscle cells (VSMCs) and recapitulate major features of MFS. We have screened 1,022 small molecules in our in vitro model, exploiting the highly proteolytic nature of MFS VSMCs, and identified 36 effective compounds. Further analysis identified GSK3β as a recurring target in the compound screen. GSK3β inhibition/knockdown did not ameliorate the proliferation defect in MFS-VSMCs but improved MFS-VSMC proteolysis and apoptosis and partially rescued fibrillin-1 deposition. To conclude, we have identified GSK3β as a novel target for MFS, forming the foundation for future work in MFS and other aortic diseases.
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Affiliation(s)
- Hongorzul Davaapil
- Department of Medicine and Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 0AW, UK
| | - Madeline McNamara
- Department of Medicine and Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 0AW, UK
| | - Alessandra Granata
- Stroke Research Group, Department of Clinical Neurosciences, Cambridge Biomedical Campus, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Robyn G C Macrae
- Department of Medicine and Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 0AW, UK; Experimental Medicine and Immunotherapeutics, University of Cambridge, Addenbrooke's Hospital, Cambridge CB2 0QQ, UK
| | - Mei Hirano
- Department of Medicine and Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 0AW, UK
| | - Martina Fitzek
- Emerging Innovations, Discovery Sciences, R&D, AstraZeneca, Cambridge CB2 0AA, UK
| | - J A Aragon-Martin
- Department of Surgery and Cancer, Imperial College, Guy Scadding Building, London SW3 6LY, UK; The Marfan Trust, Guy Scadding Building, London SW3 6LY, UK
| | - Anne Child
- Department of Surgery and Cancer, Imperial College, Guy Scadding Building, London SW3 6LY, UK; The Marfan Trust, Guy Scadding Building, London SW3 6LY, UK
| | - David M Smith
- Emerging Innovations, Discovery Sciences, R&D, AstraZeneca, Cambridge CB2 0AA, UK
| | - Sanjay Sinha
- Department of Medicine and Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 0AW, UK.
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15
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Linares GR, Li Y, Chang WH, Rubin-Sigler J, Mendonca S, Hong S, Eoh Y, Guo W, Huang YH, Chang J, Tu S, Dorjsuren N, Santana M, Hung ST, Yu J, Perez J, Chickering M, Cheng TY, Huang CC, Lee SJJ, Deng HJ, Bach KT, Gray K, Subramanyam V, Rosenfeld J, Alworth SV, Goodarzi H, Ichida JK. SYF2 suppression mitigates neurodegeneration in models of diverse forms of ALS. Cell Stem Cell 2023; 30:171-187.e14. [PMID: 36736291 PMCID: PMC10062011 DOI: 10.1016/j.stem.2023.01.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 11/16/2022] [Accepted: 01/12/2023] [Indexed: 02/05/2023]
Abstract
Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease caused by many diverse genetic etiologies. Although therapeutics that specifically target causal mutations may rescue individual types of ALS, such approaches cannot treat most patients since they have unknown genetic etiology. Thus, there is a critical need for therapeutic strategies that rescue multiple forms of ALS. Here, we combine phenotypic chemical screening on a diverse cohort of ALS patient-derived neurons with bioinformatic analysis of large chemical and genetic perturbational datasets to identify broadly effective genetic targets for ALS. We show that suppressing the gene-encoding, spliceosome-associated factor SYF2 alleviates TDP-43 aggregation and mislocalization, improves TDP-43 activity, and rescues C9ORF72 and causes sporadic ALS neuron survival. Moreover, Syf2 suppression ameliorates neurodegeneration, neuromuscular junction loss, and motor dysfunction in TDP-43 mice. Thus, suppression of spliceosome-associated factors such as SYF2 may be a broadly effective therapeutic approach for ALS.
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Affiliation(s)
- Gabriel R Linares
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Yichen Li
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | | | - Jasper Rubin-Sigler
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | | | - Sarah Hong
- AcuraStem Incorporated, Monrovia, CA 91016, USA
| | - Yunsun Eoh
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Wenxuan Guo
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Yi-Hsuan Huang
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Jonathan Chang
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Sharon Tu
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Nomongo Dorjsuren
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Manuel Santana
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Shu-Ting Hung
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Johnny Yu
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA; Department of Urology, University of California, San Francisco, CA 94158, USA; Bakar Computational Health Sciences Institute, University of California, San Francisco, CA 94158, USA
| | - Joscany Perez
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Michael Chickering
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | | | | | | | - Hao-Jen Deng
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Kieu-Tram Bach
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Kamden Gray
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Vishvak Subramanyam
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA; Department of Urology, University of California, San Francisco, CA 94158, USA; Bakar Computational Health Sciences Institute, University of California, San Francisco, CA 94158, USA
| | - Jeffrey Rosenfeld
- Department of Neurology, Loma Linda University, Loma Linda, CA 92350, USA
| | | | - Hani Goodarzi
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA; Department of Urology, University of California, San Francisco, CA 94158, USA; Bakar Computational Health Sciences Institute, University of California, San Francisco, CA 94158, USA
| | - Justin K Ichida
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Eli and Edythe Broad CIRM Center for Regenerative Medicine and Stem Cell Research at USC, Los Angeles, CA 90033, USA; Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA.
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16
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Lin G, Tepe B, McGrane G, Tipon RC, Croft G, Panwala L, Hope A, Liang AJH, Zuo Z, Byeon SK, Wang L, Pandey A, Bellen HJ. Exploring therapeutic strategies for infantile neuronal axonal dystrophy (INAD/PARK14). eLife 2023; 12:82555. [PMID: 36645408 PMCID: PMC9889087 DOI: 10.7554/elife.82555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 01/15/2023] [Indexed: 01/17/2023] Open
Abstract
Infantile neuroaxonal dystrophy (INAD) is caused by recessive variants in PLA2G6 and is a lethal pediatric neurodegenerative disorder. Loss of the Drosophila homolog of PLA2G6, leads to ceramide accumulation, lysosome expansion, and mitochondrial defects. Here, we report that retromer function, ceramide metabolism, the endolysosomal pathway, and mitochondrial morphology are affected in INAD patient-derived neurons. We show that in INAD mouse models, the same features are affected in Purkinje cells, arguing that the neuropathological mechanisms are evolutionary conserved and that these features can be used as biomarkers. We tested 20 drugs that target these pathways and found that Ambroxol, Desipramine, Azoramide, and Genistein alleviate neurodegenerative phenotypes in INAD flies and INAD patient-derived neural progenitor cells. We also develop an AAV-based gene therapy approach that delays neurodegeneration and prolongs lifespan in an INAD mouse model.
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Affiliation(s)
- Guang Lin
- Department of Molecular and Human Genetics, Baylor College of MedicineHoustonUnited States
- Jan and Dan Duncan Neurological Research Institute, Texas Children’s HospitalHoustonUnited States
| | - Burak Tepe
- Department of Molecular and Human Genetics, Baylor College of MedicineHoustonUnited States
- Jan and Dan Duncan Neurological Research Institute, Texas Children’s HospitalHoustonUnited States
| | - Geoff McGrane
- New York Stem Cell Foundation Research InstituteNew YorkUnited States
| | - Regine C Tipon
- New York Stem Cell Foundation Research InstituteNew YorkUnited States
| | - Gist Croft
- New York Stem Cell Foundation Research InstituteNew YorkUnited States
| | | | | | - Agnes JH Liang
- Department of Molecular and Human Genetics, Baylor College of MedicineHoustonUnited States
- Jan and Dan Duncan Neurological Research Institute, Texas Children’s HospitalHoustonUnited States
| | - Zhongyuan Zuo
- Department of Molecular and Human Genetics, Baylor College of MedicineHoustonUnited States
- Jan and Dan Duncan Neurological Research Institute, Texas Children’s HospitalHoustonUnited States
| | - Seul Kee Byeon
- Department of Laboratory Medicine and Pathology, Mayo ClinicRochesterUnited States
| | - Lily Wang
- Department of Molecular and Human Genetics, Baylor College of MedicineHoustonUnited States
- Jan and Dan Duncan Neurological Research Institute, Texas Children’s HospitalHoustonUnited States
| | - Akhilesh Pandey
- Department of Laboratory Medicine and Pathology, Mayo ClinicRochesterUnited States
- Manipal Academy of Higher Education, ManipalKarnatakaIndia
| | - Hugo J Bellen
- Department of Molecular and Human Genetics, Baylor College of MedicineHoustonUnited States
- Jan and Dan Duncan Neurological Research Institute, Texas Children’s HospitalHoustonUnited States
- Department of Neuroscience, Baylor College of MedicineHoustonUnited States
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17
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Keske N, Özay B, Tükel EY, Menteş M, Yandım C. In silico drug screen reveals potential competitive MTHFR inhibitors for clinical repurposing. J Biomol Struct Dyn 2023; 41:11818-11831. [PMID: 36597898 DOI: 10.1080/07391102.2022.2163697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 12/24/2022] [Indexed: 01/05/2023]
Abstract
MTHFR (Methylenetetrahydrofolate reductase) is a pivotal enzyme involved in one-carbon metabolism, which is critical for the proliferation of cancer cells. In line with this, published literature showed that MTHFR knockdown caused impaired growth of multiple types of cancer cells. Moreover, higher MTHFR expression levels were linked to shorter overall survival in hepatocellular carcinoma, adrenocortical carcinoma, and low-grade glioma, bringing the need to design MTHFR inhibitors as a possible treatment option. No competitive inhibitors of MTHFR have been reported as of today. This study aimed to identify potential competitive MTHFR inhibitor candidates using an in silico drug screen. A total of 30470 molecules containing biogenic compounds, FDA-approved drugs, and those in clinical trials were screened against the catalytic pocket of MTHFR in the presence and absence of cofactors. Binding energy and ADMET analysis revealed that Vilanterol (β2-adrenergic agonist), Selexipag (prostacyclin receptor agonist), and Ramipril Diketopiperazine (ACE inhibitor) are potential competitive inhibitors of MTHFR. Molecular dynamics analyses and MM-PBSA calculations with these compounds particularly revealed the amino acids between 285-290 for ligand binding and highlighted Vilanterol as the strongest candidate for MTHFR inhibition. Our results could guide the development of novel MTHFR inhibitor compounds, which could be inspired by the drugs brought into the spotlight here. More importantly, these potential candidates could be quhickly tested as a repurposing strategy in pre-clinical and clinical studies of the cancers mentioned above.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Nazlıgül Keske
- Faculty of Engineering, Department of Genetics and Bioengineering, İzmir University of Economics, Balçova, İzmir, Turkey
| | - Başak Özay
- Faculty of Engineering, Department of Genetics and Bioengineering, İzmir University of Economics, Balçova, İzmir, Turkey
| | - Ezgi Yağmur Tükel
- Faculty of Engineering, Department of Genetics and Bioengineering, İzmir University of Economics, Balçova, İzmir, Turkey
| | - Muratcan Menteş
- Faculty of Engineering, Department of Genetics and Bioengineering, İzmir University of Economics, Balçova, İzmir, Turkey
| | - Cihangir Yandım
- Faculty of Engineering, Department of Genetics and Bioengineering, İzmir University of Economics, Balçova, İzmir, Turkey
- İzmir Biomedicine and Genome Center (IBG), Dokuz Eylül University Health Campus, İnciraltı, İzmir, Turkey
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18
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Vedder VL, Reinberger T, Haider SMI, Eichelmann L, Odenthal N, Abdelilah-Seyfried S, Aherrahrou Z, Breuer M, Erdmann J. pyHeart4Fish: Chamber-specific heart phenotype quantification of zebrafish in high-content screens. Front Cell Dev Biol 2023; 11:1143852. [PMID: 37113769 PMCID: PMC10126419 DOI: 10.3389/fcell.2023.1143852] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 03/29/2023] [Indexed: 04/29/2023] Open
Abstract
Cardiovascular diseases (CVDs) are the leading cause of death. Of CVDs, congenital heart diseases are the most common congenital defects, with a prevalence of 1 in 100 live births. Despite the widespread knowledge that prenatal and postnatal drug exposure can lead to congenital abnormalities, the developmental toxicity of many FDA-approved drugs is rarely investigated. Therefore, to improve our understanding of drug side effects, we performed a high-content drug screen of 1,280 compounds using zebrafish as a model for cardiovascular analyses. Zebrafish are a well-established model for CVDs and developmental toxicity. However, flexible open-access tools to quantify cardiac phenotypes are lacking. Here, we provide pyHeart4Fish, a novel Python-based, platform-independent tool with a graphical user interface for automated quantification of cardiac chamber-specific parameters, such as heart rate (HR), contractility, arrhythmia score, and conduction score. In our study, about 10.5% of the tested drugs significantly affected HR at a concentration of 20 µM in zebrafish embryos at 2 days post-fertilization. Further, we provide insights into the effects of 13 compounds on the developing embryo, including the teratogenic effects of the steroid pregnenolone. In addition, analysis with pyHeart4Fish revealed multiple contractility defects induced by seven compounds. We also found implications for arrhythmias, such as atrioventricular block caused by chloropyramine HCl, as well as (R)-duloxetine HCl-induced atrial flutter. Taken together, our study presents a novel open-access tool for heart analysis and new data on potentially cardiotoxic compounds.
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Affiliation(s)
- Viviana L. Vedder
- Institute for Cardiogenetics, University of Lübeck, Lübeck, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, Lübeck, Germany
- University Heart Centre Lübeck, Lübeck, Germany
- *Correspondence: Viviana L. Vedder,
| | - Tobias Reinberger
- Institute for Cardiogenetics, University of Lübeck, Lübeck, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, Lübeck, Germany
- University Heart Centre Lübeck, Lübeck, Germany
| | - Syed M. I. Haider
- Institute for Cardiogenetics, University of Lübeck, Lübeck, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, Lübeck, Germany
- University Heart Centre Lübeck, Lübeck, Germany
| | - Luis Eichelmann
- Institute for Cardiogenetics, University of Lübeck, Lübeck, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, Lübeck, Germany
- University Heart Centre Lübeck, Lübeck, Germany
| | - Nadine Odenthal
- Institute for Cardiogenetics, University of Lübeck, Lübeck, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, Lübeck, Germany
- University Heart Centre Lübeck, Lübeck, Germany
| | - Salim Abdelilah-Seyfried
- Faculty of Mathematics and Natural Sciences, Institute for Biochemistry and Biology, University Potsdam, Potsdam, Germany
| | - Zouhair Aherrahrou
- Institute for Cardiogenetics, University of Lübeck, Lübeck, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, Lübeck, Germany
- University Heart Centre Lübeck, Lübeck, Germany
| | - Maximilian Breuer
- Faculty of Mathematics and Natural Sciences, Institute for Biochemistry and Biology, University Potsdam, Potsdam, Germany
| | - Jeanette Erdmann
- Institute for Cardiogenetics, University of Lübeck, Lübeck, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, Lübeck, Germany
- University Heart Centre Lübeck, Lübeck, Germany
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19
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Sake SM, Kosch C, Blockus S, Haid S, Gunesch AP, Zhang X, Friesland M, Trummer SB, Grethe C, Kühnel A, Rückert J, Duprex WP, Huang J, Rameix-Welti MA, Empting M, Fischer N, Hirsch AKH, Schulz TF, Pietschmann T. Respiratory Syncytial Virus Two-Step Infection Screen Reveals Inhibitors of Early and Late Life Cycle Stages. Antimicrob Agents Chemother 2022; 66:e0103222. [PMID: 36346232 DOI: 10.1128/aac.01032-22] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Human respiratory syncytial virus (hRSV) infection is a leading cause of severe respiratory tract infections. Effective, directly acting antivirals against hRSV are not available. We aimed to discover new and chemically diverse candidates to enrich the hRSV drug development pipeline. We used a two-step screen that interrogates compound efficacy after primary infection and a consecutive virus passaging. We resynthesized selected hit molecules and profiled their activities with hRSV lentiviral pseudotype cell entry, replicon, and time-of-addition assays. The breadth of antiviral activity was tested against recent RSV clinical strains and human coronavirus (hCoV-229E), and in pseudotype-based entry assays with non-RSV viruses. Screening 6,048 molecules, we identified 23 primary candidates, of which 13 preferentially scored in the first and 10 in the second rounds of infection, respectively. Two of these molecules inhibited hRSV cell entry and selected for F protein resistance within the fusion peptide. One molecule inhibited transcription/replication in hRSV replicon assays, did not select for phenotypic hRSV resistance and was active against non-hRSV viruses, including hCoV-229E. One compound, identified in the second round of infection, did not measurably inhibit hRSV cell entry or replication/transcription. It selected for two coding mutations in the G protein and was highly active in differentiated BCi-NS1.1 lung cells. In conclusion, we identified four new hRSV inhibitor candidates with different modes of action. Our findings build an interesting platform for medicinal chemistry-guided derivatization approaches followed by deeper phenotypical characterization in vitro and in vivo with the aim of developing highly potent hRSV drugs.
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20
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Britton BM, London JA, Martin-Lopez J, Jones ND, Liu J, Lee JB, Fishel R. Exploiting the distinctive properties of the bacterial and human MutS homolog sliding clamps on mismatched DNA. J Biol Chem 2022; 298:102505. [PMID: 36126773 PMCID: PMC9597889 DOI: 10.1016/j.jbc.2022.102505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 09/13/2022] [Accepted: 09/15/2022] [Indexed: 12/30/2022] Open
Abstract
MutS homologs (MSHs) are highly conserved core components of DNA mismatch repair. Mismatch recognition provokes ATP-binding by MSH proteins that drives a conformational transition from a short-lived lesion-searching clamp to an extremely stable sliding clamp on the DNA. Here, we have expanded on previous bulk biochemical studies to examine the stability, lifetime, and kinetics of bacterial and human MSH sliding clamps on mismatched DNA using surface plasmon resonance and single-molecule analysis of fluorescently labeled proteins. We found that ATP-bound MSH complexes bound to blocked-end or very long mismatched DNAs were extremely stable over a range of ionic conditions. These observations underpinned the development of a high-throughput Förster resonance energy transfer system that specifically detects the formation of MSH sliding clamps on mismatched DNA. The Förster resonance energy transfer system is capable of distinguishing between HsMSH2-HsMSH3 and HsMSH2-HsMSH6 and appears suitable for chemical inhibitor screens. Taken together, our results provide additional insight into MSH sliding clamps as well as methods to distinguish their functions in mismatch repair.
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Affiliation(s)
- Brooke M Britton
- Department of Cancer Biology and Genetics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - James A London
- Department of Cancer Biology and Genetics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Juana Martin-Lopez
- Department of Cancer Biology and Genetics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Nathan D Jones
- Department of Cancer Biology and Genetics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Jiaquan Liu
- Department of Cancer Biology and Genetics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Jong-Bong Lee
- Department of Physics, Pohang University of Science and Technology (POSTECH), Pohang, Korea; Interdisciplinary Bioscience and Bioengineering, POSTECH, Pohang, Korea
| | - Richard Fishel
- Department of Cancer Biology and Genetics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA.
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21
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Tran T, Song CJ, Nguyen T, Cheng SY, McMahon JA, Yang R, Guo Q, Der B, Lindström NO, Lin DCH, McMahon AP. A scalable organoid model of human autosomal dominant polycystic kidney disease for disease mechanism and drug discovery. Cell Stem Cell 2022; 29:1083-1101.e7. [PMID: 35803227 DOI: 10.1016/j.stem.2022.06.005] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 01/28/2022] [Accepted: 06/08/2022] [Indexed: 12/13/2022]
Abstract
Human pluripotent stem-cell-derived organoids are models for human development and disease. We report a modified human kidney organoid system that generates thousands of similar organoids, each consisting of 1-2 nephron-like structures. Single-cell transcriptomic profiling and immunofluorescence validation highlighted patterned nephron-like structures utilizing similar pathways, with distinct morphogenesis, to human nephrogenesis. To examine this platform for therapeutic screening, the polycystic kidney disease genes PKD1 and PKD2 were inactivated by gene editing. PKD1 and PKD2 mutant models exhibited efficient and reproducible cyst formation. Cystic outgrowths could be propagated for months to centimeter-sized cysts. To shed new light on cystogenesis, 247 protein kinase inhibitors (PKIs) were screened in a live imaging assay identifying compounds blocking cyst formation but not overall organoid growth. Scaling and further development of the organoid platform will enable a broader capability for kidney disease modeling and high-throughput drug screens.
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Affiliation(s)
- Tracy Tran
- Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Cheng Jack Song
- Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; Amgen Research, Cardiometabolic Disorders, 1120 Veterans Blvd, South San Francisco, CA 94080, USA
| | - Trang Nguyen
- Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Shun-Yang Cheng
- Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Jill A McMahon
- Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Rui Yang
- Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Qiuyu Guo
- Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Balint Der
- Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Nils O Lindström
- Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Daniel C-H Lin
- Amgen Research, Cardiometabolic Disorders, 1120 Veterans Blvd, South San Francisco, CA 94080, USA
| | - Andrew P McMahon
- Department of Stem Cell Biology and Regenerative Medicine, Broad-CIRM Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA.
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22
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Beimers W, Braun M, Schwinefus K, Pearson K, Wilbanks B, Maher LJ. A suppressor of dioxygenase inhibition in a yeast model of SDH deficiency. Endocr Relat Cancer 2022; 29:345-358. [PMID: 35315791 PMCID: PMC9175558 DOI: 10.1530/erc-21-0349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 03/21/2022] [Indexed: 12/04/2022]
Abstract
A fascinating class of familial paraganglioma (PGL) neuroendocrine tumors is driven by the loss of the tricarboxylic acid (TCA) cycle enzyme succinate dehydrogenase (SDH) resulting in succinate accumulation as an oncometabolite and other metabolic derangements. Here, we exploit a Saccharomyces cerevisiae yeast model of SDH loss where accumulating succinate, and possibly reactive oxygen species, poison a dioxygenase enzyme required for sulfur scavenging. Using this model, we performed a chemical suppression screen for compounds that relieve dioxygenase inhibition. After testing 1280 pharmaceutically active compounds, we identified meclofenoxate HCl and its hydrolysis product, dimethylaminoethanol (DMAE), as suppressors of dioxygenase intoxication in SDH-loss yeast cells. We show that DMAE acts to alter metabolism so as to normalize the succinate:2-ketoglutarate ratio, improving dioxygenase function. This study raises the possibility that oncometabolite effects might be therapeutically suppressed by drugs that rewire metabolism to reduce the flux of carbon into pathological metabolic pathways.
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Affiliation(s)
- William Beimers
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
| | - Megan Braun
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
| | - Kaleb Schwinefus
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
| | - Keenan Pearson
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
| | - Brandon Wilbanks
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
| | - Louis James Maher
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
- Correspondence should be addressed to L J Maher:
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23
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Pladevall-Morera D, Castejón-Griñán M, Aguilera P, Gaardahl K, Ingham A, Brosnan-Cashman JA, Meeker AK, Lopez-Contreras AJ. ATRX-Deficient High-Grade Glioma Cells Exhibit Increased Sensitivity to RTK and PDGFR Inhibitors. Cancers (Basel) 2022; 14:cancers14071790. [PMID: 35406561 PMCID: PMC8997088 DOI: 10.3390/cancers14071790] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 03/21/2022] [Accepted: 03/28/2022] [Indexed: 12/10/2022] Open
Abstract
High-grade glioma, including anaplastic astrocytoma and glioblastoma (GBM) patients, have a poor prognosis due to the lack of effective treatments. Therefore, the development of new therapeutic strategies to treat these gliomas is urgently required. Given that high-grade gliomas frequently harbor mutations in the SNF2 family chromatin remodeler ATRX, we performed a screen to identify FDA-approved drugs that are toxic to ATRX-deficient cells. Our findings reveal that multi-targeted receptor tyrosine kinase (RTK) and platelet-derived growth factor receptor (PDGFR) inhibitors cause higher cellular toxicity in high-grade glioma ATRX-deficient cells. Furthermore, we demonstrate that a combinatorial treatment of RTKi with temozolomide (TMZ)-the current standard of care treatment for GBM patients-causes pronounced toxicity in ATRX-deficient high-grade glioma cells. Our findings suggest that combinatorial treatments with TMZ and RTKi may increase the therapeutic window of opportunity in patients who suffer high-grade gliomas with ATRX mutations. Thus, we recommend incorporating the ATRX status into the analyses of clinical trials with RTKi and PDGFRi.
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Affiliation(s)
- David Pladevall-Morera
- Department of Cellular and Molecular Medicine, DNRF Center for Chromosome Stability and Center for Healthy Aging, University of Copenhagen, 2200 Copenhagen, Denmark; (D.P.-M.); (M.C.-G.); (P.A.); (K.G.); (A.I.)
| | - María Castejón-Griñán
- Department of Cellular and Molecular Medicine, DNRF Center for Chromosome Stability and Center for Healthy Aging, University of Copenhagen, 2200 Copenhagen, Denmark; (D.P.-M.); (M.C.-G.); (P.A.); (K.G.); (A.I.)
- Centro Andaluz de Biología Molecular y Medicina Regenerativa (CABIMER), Consejo Superior de Investigaciones Científicas (CSIC), Universidad de Sevilla, Universidad Pablo de Olavide, 41013 Seville, Spain
| | - Paula Aguilera
- Department of Cellular and Molecular Medicine, DNRF Center for Chromosome Stability and Center for Healthy Aging, University of Copenhagen, 2200 Copenhagen, Denmark; (D.P.-M.); (M.C.-G.); (P.A.); (K.G.); (A.I.)
- Centro Andaluz de Biología Molecular y Medicina Regenerativa (CABIMER), Consejo Superior de Investigaciones Científicas (CSIC), Universidad de Sevilla, Universidad Pablo de Olavide, 41013 Seville, Spain
| | - Karina Gaardahl
- Department of Cellular and Molecular Medicine, DNRF Center for Chromosome Stability and Center for Healthy Aging, University of Copenhagen, 2200 Copenhagen, Denmark; (D.P.-M.); (M.C.-G.); (P.A.); (K.G.); (A.I.)
| | - Andreas Ingham
- Department of Cellular and Molecular Medicine, DNRF Center for Chromosome Stability and Center for Healthy Aging, University of Copenhagen, 2200 Copenhagen, Denmark; (D.P.-M.); (M.C.-G.); (P.A.); (K.G.); (A.I.)
| | - Jacqueline A. Brosnan-Cashman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; (J.A.B.-C.); (A.K.M.)
| | - Alan K. Meeker
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; (J.A.B.-C.); (A.K.M.)
| | - Andres J. Lopez-Contreras
- Department of Cellular and Molecular Medicine, DNRF Center for Chromosome Stability and Center for Healthy Aging, University of Copenhagen, 2200 Copenhagen, Denmark; (D.P.-M.); (M.C.-G.); (P.A.); (K.G.); (A.I.)
- Centro Andaluz de Biología Molecular y Medicina Regenerativa (CABIMER), Consejo Superior de Investigaciones Científicas (CSIC), Universidad de Sevilla, Universidad Pablo de Olavide, 41013 Seville, Spain
- Correspondence:
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24
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Gatzweiler C, Ridinger J, Herter S, Gerloff XF, ElHarouni D, Berker Y, Imle R, Schmitt L, Kreth S, Stainczyk S, Ayhan S, Najafi S, Krunic D, Frese K, Meder B, Reuss D, Fiesel P, Schramm K, Blattner-Johnson M, Jones DTW, Banito A, Westermann F, Oppermann S, Milde T, Peterziel H, Witt O, Oehme I. Functional Therapeutic Target Validation Using Pediatric Zebrafish Xenograft Models. Cancers (Basel) 2022; 14:849. [PMID: 35159116 DOI: 10.3390/cancers14030849] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 01/29/2022] [Accepted: 02/03/2022] [Indexed: 12/14/2022] Open
Abstract
Simple Summary Despite the major progress of precision and personalized oncology, a significant therapeutic benefit is only achieved in cases with directly druggable genetic alterations. This highlights the need for additional methods that reliably predict each individual patient’s response in a clinically meaningful time, e.g., through ex vivo functional drug screen profiling. Moreover, patient-derived xenograft (PDX) models are more predictive than cell culture studies, as they reconstruct cell–cell and cell–extracellular matrix (ECM) interactions and consider the tumor microenvironment, drug metabolism and toxicities. Zebrafish PDXs (zPDX) are nowadays emerging as a fast model allowing for multiple drugs to be tested at the same time in a clinically relevant time window. Here, we show that functional drug response profiling of zPDX from primary material obtained through the INdividualized Therapy FOr Relapsed Malignancies in Childhood (INFORM) pediatric precision oncology pipeline provides additional key information for personalized precision oncology. Abstract The survival rate among children with relapsed tumors remains poor, due to tumor heterogeneity, lack of directly actionable tumor drivers and multidrug resistance. Novel personalized medicine approaches tailored to each tumor are urgently needed to improve cancer treatment. Current pediatric precision oncology platforms, such as the INFORM (INdividualized Therapy FOr Relapsed Malignancies in Childhood) study, reveal that molecular profiling of tumor tissue identifies targets associated with clinical benefit in a subgroup of patients only and should be complemented with functional drug testing. In such an approach, patient-derived tumor cells are exposed to a library of approved oncological drugs in a physiological setting, e.g., in the form of animal avatars injected with patient tumor cells. We used molecularly fully characterized tumor samples from the INFORM study to compare drug screen results of individual patient-derived cell models in functional assays: (i) patient-derived spheroid cultures within a few days after tumor dissociation; (ii) tumor cells reisolated from the corresponding mouse PDX; (iii) corresponding long-term organoid-like cultures and (iv) drug evaluation with the corresponding zebrafish PDX (zPDX) model. Each model had its advantage and complemented the others for drug hit and drug combination selection. Our results provide evidence that in vivo zPDX drug screening is a promising add-on to current functional drug screening in precision medicine platforms.
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25
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Hou PS, Kuo HC. Central nervous system organoids for modeling neurodegenerative diseases. IUBMB Life 2022; 74:812-825. [PMID: 35102668 DOI: 10.1002/iub.2595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 11/18/2021] [Accepted: 12/02/2021] [Indexed: 11/07/2022]
Abstract
Recent advances in induced pluripotent stem cell (iPSC) technology have allowed researchers to generate neurodegenerative disease-specific iPSCs and use the cells to derive a variety of relevant cell populations for laboratory modeling and drug testing. Nevertheless, these efforts have faced challenges related to immaturity and lack of complex developmental niches in the derived cell populations, limiting the utility of these in vitro models of neurodegenerative disease. Such limitations may be overcome by using human iPSC technology to generate three-dimensional (3D) brain organoids, which better recapitulate in vivo tissue architecture than traditional neuronal cultures to provide more complex and representative disease models and drug testing systems. In this review, we focus on the application of pluripotent stem cell-derived central nervous system (CNS) organoids to model neurodegenerative diseases. We first summarize recent progress in generating and characterizing various CNS organoids from pluripotent stem cells. We then review the application of CNS organoids for modeling several different human neurodegenerative diseases. We also describe several novel pathological mechanisms and drugs that were studied using patient iPSC-derived CNS organoids. Finally, we discuss remaining challenges and emerging opportunities for the use of 3D brain organoids for in vitro modeling of CNS development and neurodegeneration.
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Affiliation(s)
- Pei-Shan Hou
- Institute of Anatomy and Cell Biology, National Yang-Ming Chiao-Tung University, Taipei, Taiwan.,Brain Research Center, National Yang-Ming Chiao-Tung University, Taipei, Taiwan
| | - Hung-Chih Kuo
- Institute of Cellular and Organismic Biology, Academia Sinica, Taipei, Taiwan.,Graduate Institute of Medical Genomics and Proteomics, College of Medicine, National Taiwan University, Taipei, Taiwan
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26
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Lau LMS, Mayoh C, Xie J, Barahona P, MacKenzie KL, Wong M, Kamili A, Tsoli M, Failes TW, Kumar A, Mould EVA, Gifford A, Chow SO, Pinese M, Fletcher JI, Arndt GM, Khuong-Quang DA, Wadham C, Eden G, Trebilcock P, Joshi S, Alfred S, Gopalakrishnan A, Khan A, Grebert Wade D, Strong PA, Manouvrier E, Morgan LT, Cadiz R, Ung C, Thomas DM, Tucker KM, Warby M, McCowage GB, Dalla-Pozza L, Byrne JA, Saletta F, Fellowes A, Fox SB, Norris MD, Tyrrell V, Trahair TN, Lock RB, Cowley MJ, Ekert PG, Haber M, Ziegler DS, Marshall GM. In vitro and in vivo drug screens of tumor cells identify novel therapies for high-risk child cancer. EMBO Mol Med 2021; 14:e14608. [PMID: 34927798 PMCID: PMC8988207 DOI: 10.15252/emmm.202114608] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 11/25/2021] [Accepted: 12/01/2021] [Indexed: 01/08/2023] Open
Abstract
Biomarkers which better match anticancer drugs with cancer driver genes hold the promise of improved clinical responses and cure rates. We developed a precision medicine platform of rapid high-throughput drug screening (HTS) and patient-derived xenografting (PDX) of primary tumor tissue, and evaluated its potential for treatment identification among 56 consecutively enrolled high-risk pediatric cancer patients, compared with conventional molecular genomics and transcriptomics. Drug hits were seen in the majority of HTS and PDX screens, which identified therapeutic options for 10 patients for whom no targetable molecular lesions could be found. Screens also provided orthogonal proof of drug efficacy suggested by molecular analyses and negative results for some molecular findings. We identified treatment options across the whole testing platform for 70% of patients. Only molecular therapeutic recommendations were provided to treating oncologists and led to a change in therapy in 53% of patients, of whom 29% had clinical benefit. These data indicate that in vitro and in vivo drug screening of tumor cells could increase therapeutic options and improve clinical outcomes for high-risk pediatric cancer patients.
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Affiliation(s)
- Loretta M S Lau
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia.,Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia
| | - Chelsea Mayoh
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia
| | - Jinhan Xie
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Paulette Barahona
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Karen L MacKenzie
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Marie Wong
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia
| | - Alvin Kamili
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia
| | - Maria Tsoli
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Tim W Failes
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,ACRF Drug Discovery Centre for Childhood Cancer, Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Amit Kumar
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,Children's Cancer Centre, Royal Children's Hospital, Parkville, Vic., Australia
| | - Emily V A Mould
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Andrew Gifford
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia
| | - Shu-Oi Chow
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,ACRF Drug Discovery Centre for Childhood Cancer, Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Mark Pinese
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia
| | - Jamie I Fletcher
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia
| | - Greg M Arndt
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,ACRF Drug Discovery Centre for Childhood Cancer, Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Dong-Anh Khuong-Quang
- Children's Cancer Centre, Royal Children's Hospital, Parkville, Vic., Australia.,Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Vic., Australia
| | - Carol Wadham
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Georgina Eden
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Peter Trebilcock
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Swapna Joshi
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Stephanie Alfred
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Anjana Gopalakrishnan
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Aaminah Khan
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Dylan Grebert Wade
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Patrick A Strong
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Elodie Manouvrier
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Lisa T Morgan
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Roxanne Cadiz
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Caitlin Ung
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - David M Thomas
- Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia.,Faculty of Medicine, St Vincent's Clinical School, UNSW Sydney, Kensington, NSW, Australia
| | - Katherine M Tucker
- Hereditary Cancer Centre, Prince of Wales Hospital, Randwick, NSW, Australia.,Prince of Wales Hospital Clinical School, UNSW Sydney, Randwick, NSW, Australia
| | - Meera Warby
- Hereditary Cancer Centre, Prince of Wales Hospital, Randwick, NSW, Australia
| | - Geoffrey B McCowage
- Cancer Centre for Children, The Children's Hospital at Westmead, Westmead, NSW, Australia
| | - Luciano Dalla-Pozza
- Cancer Centre for Children, The Children's Hospital at Westmead, Westmead, NSW, Australia
| | - Jennifer A Byrne
- Children's Cancer Research Unit, Kids Research, Westmead, NSW, Australia.,Faculty of Medicine and Health, The University of Sydney, NSW, Australia
| | - Federica Saletta
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | | | - Stephen B Fox
- Peter MacCallum Cancer Centre, Melbourne, Vic., Australia.,Department of Medical Oncology, University of Melbourne, Melbourne, Vic., Australia
| | - Murray D Norris
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia.,University of New South Wales Centre for Childhood Cancer Research, UNSW Sydney, Kensington, Vic., Australia
| | - Vanessa Tyrrell
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Toby N Trahair
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia.,Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia
| | - Richard B Lock
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia
| | - Mark J Cowley
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia.,Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Paul G Ekert
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia.,Peter MacCallum Cancer Centre, Melbourne, Vic., Australia
| | - Michelle Haber
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia
| | - David S Ziegler
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia.,Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia
| | - Glenn M Marshall
- Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia.,School of Women's and Children's Health, UNSW Sydney, Kensington, NSW, Australia.,Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia
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27
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Ojha D, Woods TA, Peterson KE. Drug-Screening Strategies for Inhibition of Virus-Induced Neuronal Cell Death. Viruses 2021; 13:2317. [PMID: 34835123 DOI: 10.3390/v13112317] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 11/15/2021] [Indexed: 02/07/2023] Open
Abstract
A number of viruses, including Herpes Simplex Virus (HSV), West Nile Virus (WNV), La Crosse Virus (LACV), Zika virus (ZIKV) and Tick-borne encephalitis virus (TBEV), have the ability to gain access to the central nervous system (CNS) and cause severe neurological disease or death. Although encephalitis cases caused by these viruses are generally rare, there are relatively few treatment options available for patients with viral encephalitis other than palliative care. Many of these viruses directly infect neurons and can cause neuronal death. Thus, there is the need for the identification of useful therapeutic compounds that can inhibit virus replication in neurons or inhibit virus-induced neuronal cell death. In this paper, we describe the methodology to test compounds for their ability to inhibit virus-induced neuronal cell death. These protocols include the isolation and culturing of primary neurons; the culturing of neuroblastoma and neuronal stem cell lines; infection of these cells with viruses; treatment of these cells with selected drugs; measuring virus-induced cell death using MTT or XTT reagents; analysis of virus production from these cells; as well as the basic understanding in mode of action. We further show direct evidence of the effectiveness of these protocols by utilizing them to test the effectiveness of the polyphenol drug, Rottlerin, at inhibiting Zika virus infection and death of neuronal cell lines.
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28
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Low RRJ, Lim WW, Nguyen PM, Lee B, Christie M, Burgess AW, Gibbs P, Grimmond SM, Hollande F, Putoczki TL. The Diverse Applications of Pancreatic Ductal Adenocarcinoma Organoids. Cancers (Basel) 2021; 13:4979. [PMID: 34638463 DOI: 10.3390/cancers13194979] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 09/27/2021] [Indexed: 12/25/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal solid malignancies. While immortalized cancer cell lines and genetically engineered murine models have increased our understanding of PDAC tumorigenesis, they do not recapitulate inter- and intra-patient heterogeneity. PDAC patient derived organoid (PDO) biobanks have overcome this hurdle, and provide an opportunity for the high throughput screening of potential new therapies. This review provides a summary of the PDAC PDO biobanks established to date, and discusses how they have advanced our understanding of PDAC biology. Looking forward, the development of coculturing techniques for specific immune or stromal cell populations will enable a better understanding of the crosstalk that occurs within the tumor microenvironment, and the impact of this crosstalk on treatment response.
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Illg Z, Dabaja A, Garcia L, Adams N, Gunaga S. Neurogenic Stunned Myocardium Following an Attempt to Pass a Drug Test. Cureus 2021; 13:e18318. [PMID: 34722083 PMCID: PMC8549404 DOI: 10.7759/cureus.18318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2021] [Indexed: 11/06/2022] Open
Abstract
Ingestion of a large volume of free water or other hypotonic solution can cause acute hyponatremia, leading to multiorgan dysfunction. Individuals may attempt to generate a false-negative urine drug screen through increased free water consumption leading to acute hyponatremia requiring emergency medical care. We present the case of a 19-year-old male who presented to a community emergency department for altered mental status after an attempt to generate a false-negative urine drug screen. He ingested a large volume of free water and multiple detoxification solutions, causing acute hyponatremia with resultant cerebral edema and neurogenic stunned myocardium. He required extracorporeal membrane oxygenation therapy with complete recovery of neurologic and cardiac function. Acute hyponatremia from excess free water consumption is a well-documented phenomenon that all emergency providers should be aware of. Prompt identification and management of acute hyponatremia are essential to prevent potentially severe, devastating sequelae, including cerebral edema and cardiopulmonary failure.In addition, extracorporeal membrane oxygenation may be considered in patients with cardiopulmonary failure in the setting of reversible cardiomyopathy, as evidenced in our case.
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Affiliation(s)
- Zachary Illg
- Emergency Medicine, Henry Ford Wyandotte, Wyandotte, USA
- Emergency Medicine, Emory University, Atlanta, USA
| | - Aya Dabaja
- Emergency Medicine, Henry Ford Wyandotte, Wyandotte, USA
| | - Laura Garcia
- Emergency Medicine, Henry Ford Wyandotte, Wyandotte, USA
- Emergency Medicine, Ascension Sacred Heart Pensacola, Pensacola, USA
| | - Nicole Adams
- Emergency Medicine, Henry Ford Wyandotte, Wyandotte, USA
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Kroner GM, Johnson-Davis KL, Doyle K, McMillin GA. Cannabinol (CBN) Cross-Reacts with Two Urine Immunoassays Designed to Detect Tetrahydrocannabinol (THC) Metabolite. J Appl Lab Med 2021; 5:569-574. [PMID: 32445358 DOI: 10.1093/jalm/jfaa020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 10/21/2019] [Indexed: 11/13/2022]
Abstract
BACKGROUND The psychoactive component of cannabis, tetrahydrocannabinol (THC), is one of many cannabinoids present in the plant. Since cannabinoids have extensive structural similarity, it is important to be aware of potential cross-reactivity with immunoassays designed to detect THC metabolite. This is especially important as cannabinoid products are increasingly marketed as legal supplements. The objective of this study was to assess the cross-reactivity of 2 commercial immunoassays designed to detect THC metabolite with 4 cannabinoids: cannabidiol, cannabinol, cannabichromene, and cannabigerol. METHODS Deidentified residual patient urine samples that tested negative for THC metabolite on initial testing were pooled and fortified with the above compounds to detect cross-reactivity. We next tested a range of CBN concentrations to determine what concentration of CBN was required to trigger a positive immunoassay result. Finally, we tested whether CBN has an additive effect with THC in the immunoassay by adding CBN to 21 samples weakly positive for THC by a mass spectrometry method but negative by the EMIT II Plus immunoassay. RESULTS Both the EMIT II Plus assay and the Microgenics MultiGent assay demonstrated cross-reactivity with CBN. For the EMIT II Plus assay, about 5-fold more CBN than THC metabolite was required to produce an assay signal equivalent to the cutoff concentration, and CBN displayed an additive effect with THC metabolite. For the Microgenics assay, 20-fold more CBN than THC metabolite was required to cross the cutoff concentration. CONCLUSIONS These data may help guide the need for confirmatory testing when results of THC metabolite testing by immunoassay are inconsistent with expectations.
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Affiliation(s)
- Grace M Kroner
- Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, UT
| | - Kamisha L Johnson-Davis
- Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, UT.,ARUP Institute for Clinical and Experimental Pathology, Salt Lake City, UT
| | - Kelly Doyle
- Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, UT.,ARUP Institute for Clinical and Experimental Pathology, Salt Lake City, UT
| | - Gwendolyn A McMillin
- Department of Pathology, University of Utah Health Sciences Center, Salt Lake City, UT.,ARUP Institute for Clinical and Experimental Pathology, Salt Lake City, UT
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Tang MS, Lloyd M, Williams M, Farnsworth CW, Budelier MM. Performance Evaluation of an Automated Fentanyl Immunoassay. J Appl Lab Med 2021; 6:1192-1201. [PMID: 34263303 DOI: 10.1093/jalm/jfab033] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 03/05/2021] [Indexed: 11/12/2022]
Abstract
BACKGROUND High-throughput fentanyl immunoassays have recently emerged for clinical use, but early reports have demonstrated relatively high false-positive rates. The purpose of this study was to compare 2 immunoassays, the ARK and ARK II fentanyl immunoassays, and to demonstrate the clinical impact of implementing the ARK II assay. METHODS The ARK and ARK II fentanyl assays were performed on a Roche c 502 chemistry analyzer. Positive and negative percentage agreement was assessed for each assay with 112 residual patient specimens relative to liquid chromatography-tandem mass spectrometry (LC-MS/MS). Cross-reactivity was assessed with the primary metabolite, norfentanyl, and analogs acetylfentanyl, acrylfentanyl, and furanylfentanyl. The proportion of specimens that did not confirm was assessed retrospectively from the laboratory information system. RESULTS The concordance of the ARK assay was 75% (kappa 0.46, 95%CI 0.28-0.63) and the ARK II was 93% (kappa 0.86, 95%CI 0.76-0.95) with LC-MS/MS. 30 ng/mL of norfentanyl was required for a positive result by ARK and 15 ng/mL by ARK II. Similar cross-reactivity was observed when fentanyl and norfentanyl were both present in the specimen and with fentanyl analogs. After implementing the ARK II assay, the proportion of specimens that did not confirm by LC-MS/MS decreased from 11.7% per month to 2.0% per month. CONCLUSIONS The ARK II fentanyl immunoassay has improved concordance relative to the original ARK fentanyl immunoassay using LC-MS/MS as the comparator method. Improved analyte specificity resulted in a reduced proportion of clinical samples that do not confirm. Impact StatementHigh-throughput fentanyl immunoassays are available for clinical use, but the false-positive rate is relatively high at ∼10%-14%. Here we assess the ARK II fentanyl immunoassay and demonstrate better concordance relative to mass spectrometry than the original ARK assay. Clinical implementation of the ARK II assay led to a reduction in samples that were falsely positive from 11.7% using the ARK assay to 2.0%. Improvements to the original ARK fentanyl assay are likely to reduce false-positive fentanyl screens and reduce unnecessary confirmatory assays.
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Affiliation(s)
- Mei San Tang
- Department of Pathology & Immunology, Washington University in St. Louis School of Medicine., St. Louis, MO
| | - Matthew Lloyd
- Department of Pathology & Immunology, Washington University in St. Louis School of Medicine., St. Louis, MO.,Department of Laboratories, Barnes Jewish Hospital, St. Louis, MO
| | - Monette Williams
- Department of Laboratories, Barnes Jewish Hospital, St. Louis, MO
| | - Christopher W Farnsworth
- Department of Pathology & Immunology, Washington University in St. Louis School of Medicine., St. Louis, MO
| | - Melissa M Budelier
- Department of Pathology & Immunology, Washington University in St. Louis School of Medicine., St. Louis, MO
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Subedi A, Liu Q, Ayyathan DM, Sharon D, Cathelin S, Hosseini M, Xu C, Voisin V, Bader GD, D'Alessandro A, Lechman ER, Dick JE, Minden MD, Wang JCY, Chan SM. Nicotinamide phosphoribosyltransferase inhibitors selectively induce apoptosis of AML stem cells by disrupting lipid homeostasis. Cell Stem Cell 2021; 28:1851-1867.e8. [PMID: 34293334 DOI: 10.1016/j.stem.2021.06.004] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 05/05/2021] [Accepted: 06/22/2021] [Indexed: 12/29/2022]
Abstract
Current treatments for acute myeloid leukemia (AML) are often ineffective in eliminating leukemic stem cells (LSCs), which perpetuate the disease. Here, we performed a metabolic drug screen to identify LSC-specific vulnerabilities and found that nicotinamide phosphoribosyltransferase (NAMPT) inhibitors selectively killed LSCs, while sparing normal hematopoietic stem and progenitor cells. Treatment with KPT-9274, a NAMPT inhibitor, suppressed the conversion of saturated fatty acids to monounsaturated fatty acids, a reaction catalyzed by the stearoyl-CoA desaturase (SCD) enzyme, resulting in apoptosis of AML cells. Transcriptomic analysis of LSCs treated with KPT-9274 revealed an upregulation of sterol regulatory-element binding protein (SREBP)-regulated genes, including SCD, which conferred partial protection against NAMPT inhibitors. Inhibition of SREBP signaling with dipyridamole enhanced the cytotoxicity of KPT-9274 on LSCs in vivo. Our work demonstrates that altered lipid homeostasis plays a key role in NAMPT inhibitor-induced apoptosis and identifies NAMPT inhibition as a therapeutic strategy for targeting LSCs in AML.
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Affiliation(s)
- Amit Subedi
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Qiang Liu
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Dhanoop M Ayyathan
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - David Sharon
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Severine Cathelin
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Mohsen Hosseini
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Changjiang Xu
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada; Donnelly Centre for Cellular and Biomolecular Research, Toronto, ON, Canada
| | - Veronique Voisin
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada; Donnelly Centre for Cellular and Biomolecular Research, Toronto, ON, Canada
| | - Gary D Bader
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada; Donnelly Centre for Cellular and Biomolecular Research, Toronto, ON, Canada
| | - Angelo D'Alessandro
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver, Aurora, CO, USA
| | - Eric R Lechman
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - John E Dick
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada; Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Mark D Minden
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada; Department of Medicine, University of Toronto, ON, Canada; Division of Medical Oncology and Hematology, Department of Medicine, University Health Network, Toronto, ON, Canada
| | - Jean C Y Wang
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada; Department of Medicine, University of Toronto, ON, Canada; Division of Medical Oncology and Hematology, Department of Medicine, University Health Network, Toronto, ON, Canada
| | - Steven M Chan
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada; Department of Medicine, University of Toronto, ON, Canada; Division of Medical Oncology and Hematology, Department of Medicine, University Health Network, Toronto, ON, Canada.
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Murade CU, Chaudhuri S, Nabti I, Fahs H, Refai FSM, Xie X, Pearson YE, Gunsalus KC, Shubeita GT. FRET-Based Probe for High-Throughput DNA Intercalator Drug Discovery and In Vivo Imaging. ACS Sens 2021; 6:2233-2240. [PMID: 34029461 DOI: 10.1021/acssensors.1c00167] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Molecules that bind DNA by intercalating its bases remain among the most potent cancer therapies and antimicrobials due to their interference with DNA-processing proteins. To accelerate the discovery of novel intercalating drugs, we designed a fluorescence resonance energy transfer (FRET)-based probe that reports on DNA intercalation, allowing rapid and sensitive screening of chemical libraries in a high-throughput format. We demonstrate that the method correctly identifies known DNA intercalators in approved drug libraries and discover previously unreported intercalating compounds. When introduced in cells, the oligonucleotide-based probe rapidly distributes in the nucleus, allowing direct imaging of the dynamics of drug entry and its interaction with DNA in its native environment. This enabled us to directly correlate the potency of intercalators in killing cultured cancer cells with the ability of the drug to penetrate the cell membrane. The combined capability of the single probe to identify intercalators in vitro and follow their function in vivo can play a valuable role in accelerating the discovery of novel DNA-intercalating drugs or repurposing approved ones.
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Affiliation(s)
| | - Samata Chaudhuri
- Physics Program, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates
| | - Ibtissem Nabti
- Physics Program, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates
| | - Hala Fahs
- Center for Genomics and Systems Biology, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates
| | - Fatima S. M. Refai
- Center for Genomics and Systems Biology, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates
| | - Xin Xie
- Center for Genomics and Systems Biology, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates
| | - Yanthe E. Pearson
- Center for Genomics and Systems Biology, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates
| | - Kristin C. Gunsalus
- Center for Genomics and Systems Biology, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates
- Department of Biology and Center for Genomics and Systems Biology, New York University, New York, New York 10003, United States
| | - George T. Shubeita
- Physics Program, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates
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Tsegay KB, Adeyemi CM, Gniffke EP, Sather DN, Walker JK, Smith SEP. A Repurposed Drug Screen Identifies Compounds That Inhibit the Binding of the COVID-19 Spike Protein to ACE2. Front Pharmacol 2021; 12:685308. [PMID: 34194331 PMCID: PMC8236845 DOI: 10.3389/fphar.2021.685308] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 05/19/2021] [Indexed: 12/24/2022] Open
Abstract
Repurposed drugs that block the interaction between the SARS-CoV-2 spike protein and its receptor ACE2 could offer a rapid route to novel COVID-19 treatments or prophylactics. Here, we screened 2,701 compounds from a commercial library of drugs approved by international regulatory agencies for their ability to inhibit the binding of recombinant, trimeric SARS-CoV-2 spike protein to recombinant human ACE2. We identified 56 compounds that inhibited binding in a concentration-dependent manner, measured the IC50 of binding inhibition, and computationally modeled the docking of the best inhibitors to the Spike-ACE2 binding interface. The best candidates were Thiostrepton, Oxytocin, Nilotinib, and Hydroxycamptothecin with IC50's in the 4-9 μM range. These results highlight an effective screening approach to identify compounds capable of disrupting the Spike-ACE2 interaction, as well as identify several potential inhibitors of the Spike-ACE2 interaction.
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Affiliation(s)
- Kaleb B. Tsegay
- Center for Integrative Brain Research, Seattle Children’s Research Institute, Seattle, WA, United States
| | - Christiana M. Adeyemi
- St. Louis University School of Medicine, Department of Pharmacology and Physiology, St. Louis, MO, United States
| | - Edward P. Gniffke
- Center for Integrative Brain Research, Seattle Children’s Research Institute, Seattle, WA, United States
| | - D. Noah Sather
- Center for Global Infectious Disease Research, Seattle Children’s Research Institute, Seattle, WA, United States
- Department of Pediatrics, University of Washington, Seattle, WA, United States
| | - John K. Walker
- St. Louis University School of Medicine, Department of Pharmacology and Physiology, St. Louis, MO, United States
- Henry and Amelia Nasrallah Center for Neuroscience, Saint Louis University St. Louis, Seattle, WA, United States
| | - Stephen E. P. Smith
- Center for Integrative Brain Research, Seattle Children’s Research Institute, Seattle, WA, United States
- Department of Pediatrics, University of Washington, Seattle, WA, United States
- Graduate Program in Neuroscience, University of Washington, Seattle, WA, United States
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Stokman MF, Saunier S, Benmerah A. Renal Ciliopathies: Sorting Out Therapeutic Approaches for Nephronophthisis. Front Cell Dev Biol 2021; 9:653138. [PMID: 34055783 PMCID: PMC8155538 DOI: 10.3389/fcell.2021.653138] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 04/19/2021] [Indexed: 12/13/2022] Open
Abstract
Nephronophthisis (NPH) is an autosomal recessive ciliopathy and a major cause of end-stage renal disease in children. The main forms, juvenile and adult NPH, are characterized by tubulointerstitial fibrosis whereas the infantile form is more severe and characterized by cysts. NPH is caused by mutations in over 20 different genes, most of which encode components of the primary cilium, an organelle in which important cellular signaling pathways converge. Ciliary signal transduction plays a critical role in kidney development and tissue homeostasis, and disruption of ciliary signaling has been associated with cyst formation, epithelial cell dedifferentiation and kidney function decline. Drugs have been identified that target specific signaling pathways (for example cAMP/PKA, Hedgehog, and mTOR pathways) and rescue NPH phenotypes in in vitro and/or in vivo models. Despite identification of numerous candidate drugs in rodent models, there has been a lack of clinical trials and there is currently no therapy that halts disease progression in NPH patients. This review covers the most important findings of therapeutic approaches in NPH model systems to date, including hypothesis-driven therapies and untargeted drug screens, approached from the pathophysiology of NPH. Importantly, most animal models used in these studies represent the cystic infantile form of NPH, which is less prevalent than the juvenile form. It appears therefore important to develop new models relevant for juvenile/adult NPH. Alternative non-orthologous animal models and developments in patient-based in vitro model systems are discussed, as well as future directions in personalized therapy for NPH.
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Affiliation(s)
- Marijn F Stokman
- Department of Genetics, University Medical Center Utrecht, Utrecht, Netherlands
- Université de Paris, Imagine Institute, Laboratory of Inherited Kidney Diseases, INSERM UMR 1163, Paris, France
| | - Sophie Saunier
- Université de Paris, Imagine Institute, Laboratory of Inherited Kidney Diseases, INSERM UMR 1163, Paris, France
| | - Alexandre Benmerah
- Université de Paris, Imagine Institute, Laboratory of Inherited Kidney Diseases, INSERM UMR 1163, Paris, France
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Chen D, Tan Y, Li Z, Li W, Yu L, Chen W, Liu Y, Liu L, Guo L, Huang W, Zhao Y. Organoid Cultures Derived From Patients With Papillary Thyroid Cancer. J Clin Endocrinol Metab 2021; 106:1410-1426. [PMID: 33524147 DOI: 10.1210/clinem/dgab020] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Indexed: 02/08/2023]
Abstract
CONTEXT Papillary thyroid cancer (PTC) has been one of the most frequent endocrine malignancies around the world. Although most PTC patients have a favorable prognosis, a subgroup of patients die, especially when disease recurrence occurs. There is a pressing need for clinically relevant preclinical thyroid cancer models for personalized therapy because of the lack of in vitro models that faithfully represent the biology of the parental tumors. OBJECTIVE To understand thyroid cancer and translate this knowledge to clinical applications, patient-derived PTC organoids as a promising new preclinical model were established. METHODS Surgically resected PTC primary tissues were dissociated and processed for organoid derivation. Tumor organoids were subsequently subjected to histological characterization, DNA sequencing, drug screen, and cell proliferation assay, respectively. RESULTS We describe a 3-dimensional culture system for the long-term expansion of patient-derived PTC organoid lines. Notably, PTC organoids preserve the histopathological profiles and genomic heterogeneity of the originating tumors. Drug sensitivity assays of PTC organoids demonstrate patient-specific drug responses, and large correlations with the respective mutational profiles. Estradiol was shown to promote cell proliferation of PTC organoids in the presence of estrogen receptor α (ERα), regardless of the expression of ERβ and G protein-coupled ER. CONCLUSION These data suggest that these newly developed PTC-derived organoids may be an excellent preclinical model for studying clinical response to anticancer drugs in a personalized way, as well as provide a potential strategy to develop prevention and treatment options for thyroid cancer with ERα-specific antagonists.
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Affiliation(s)
- Dong Chen
- Institute of Shenzhen Translational Medicine, Shenzhen Second People's Hospital, the First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China
| | - Yawen Tan
- Department of Breast and Thyroid Surgery, Shenzhen Second People's Hospital, Shenzhen, Guangdong, China
| | - Zhichao Li
- Institute of Shenzhen Translational Medicine, Shenzhen Second People's Hospital, the First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Wujiao Li
- Institute of Shenzhen Translational Medicine, Shenzhen Second People's Hospital, the First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Lei Yu
- Institute of Shenzhen Translational Medicine, Shenzhen Second People's Hospital, the First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Wei Chen
- Institute of Shenzhen Translational Medicine, Shenzhen Second People's Hospital, the First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Yuchen Liu
- Institute of Shenzhen Translational Medicine, Shenzhen Second People's Hospital, the First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Lisa Liu
- Institute of Shenzhen Translational Medicine, Shenzhen Second People's Hospital, the First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Liangfeng Guo
- Department of Breast and Thyroid Surgery, Shenzhen Second People's Hospital, Shenzhen, Guangdong, China
| | - Weiren Huang
- Institute of Shenzhen Translational Medicine, Shenzhen Second People's Hospital, the First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China
| | - Yongsheng Zhao
- Institute of Shenzhen Translational Medicine, Shenzhen Second People's Hospital, the First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
- Department of Nuclear Medicine, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
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Zheng L, Wang B, Sun Y, Dai B, Fu Y, Zhang Y, Wang Y, Yang Z, Sun Z, Zhuang S, Zhang D. An Oxygen-Concentration-Controllable Multiorgan Microfluidic Platform for Studying Hypoxia-Induced Lung Cancer-Liver Metastasis and Screening Drugs. ACS Sens 2021; 6:823-832. [PMID: 33657793 DOI: 10.1021/acssensors.0c01846] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Various cancer metastasis models based on organ-on-a-chip platforms have been established to study molecular mechanisms and screen drugs. However, current platforms can neither reveal hypoxia-induced cancer metastasis mechanisms nor allow drug screening under a hypoxia environment on a multiorgan level. We have developed a three-dimensional-culture multiorgan microfluidic (3D-CMOM) platform in which the dissolved oxygen concentration can be precisely controlled. An organ-level lung cancer and liver linkage model was established under normoxic/hypoxic conditions. A transcriptomics analysis of the hypoxia-induced lung cancer cells (A549 cells) on the platform indicated that the hypoxia-inducible factor 1α (HIF-1α) pathway could elevate epithelial-mesenchymal transition (EMT) transcription factors (Snail 1 and Snail 2), which could promote cancer metastasis. Then, protein detection demonstrated that HIF-1α and EMT transcription factor expression levels were positively correlated with the secretion of cancer metastasis damage factors alpha-fetoprotein (AFP), alkaline phosphatase (ALP), and gamma-glutamyl transpeptidase (γ-GT) from liver cells. Furthermore, the cancer treatment effects of HIF-1α inhibitors (tirapazamine, SYP-5, and IDF-11774) were evaluated using the platform. The treatment effect of SYP-5 was enhanced under the hypoxic conditions with fewer side effects, similar to the findings of TPZ. We can envision its wide application in future investigations of cancer metastasis and screening of drugs under hypoxic conditions with the potential to replace animal experiments.
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Affiliation(s)
- Lulu Zheng
- University of Shanghai for Science and Technology, 516 Jungong Road, Shanghai 200093, China
| | - Bo Wang
- University of Shanghai for Science and Technology, 516 Jungong Road, Shanghai 200093, China
| | - Yunfan Sun
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai 200032, China
| | - Bo Dai
- University of Shanghai for Science and Technology, 516 Jungong Road, Shanghai 200093, China
| | - Yongfeng Fu
- Department of Medical Microbiology and Parasitology, School of Basic Medical Sciences, Fudan University, 131 Dongan Road, Shanghai 200032, China
| | - Yule Zhang
- University of Shanghai for Science and Technology, 516 Jungong Road, Shanghai 200093, China
| | - Yuwen Wang
- University of Shanghai for Science and Technology, 516 Jungong Road, Shanghai 200093, China
| | - Zhijin Yang
- University of Shanghai for Science and Technology, 516 Jungong Road, Shanghai 200093, China
| | - Zhen Sun
- East China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, No. 300, Jungong Road, Shanghai 200090, China
| | - Songlin Zhuang
- University of Shanghai for Science and Technology, 516 Jungong Road, Shanghai 200093, China
| | - Dawei Zhang
- University of Shanghai for Science and Technology, 516 Jungong Road, Shanghai 200093, China
- Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai 200092, China
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Balestri S, Del Giovane A, Sposato C, Ferrarelli M, Ragnini-Wilson A. The Current Challenges for Drug Discovery in CNS Remyelination. Int J Mol Sci 2021; 22:ijms22062891. [PMID: 33809224 PMCID: PMC8001072 DOI: 10.3390/ijms22062891] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 03/09/2021] [Accepted: 03/10/2021] [Indexed: 12/12/2022] Open
Abstract
The myelin sheath wraps around axons, allowing saltatory currents to be transmitted along neurons. Several genetic, viral, or environmental factors can damage the central nervous system (CNS) myelin sheath during life. Unless the myelin sheath is repaired, these insults will lead to neurodegeneration. Remyelination occurs spontaneously upon myelin injury in healthy individuals but can fail in several demyelination pathologies or as a consequence of aging. Thus, pharmacological intervention that promotes CNS remyelination could have a major impact on patient’s lives by delaying or even preventing neurodegeneration. Drugs promoting CNS remyelination in animal models have been identified recently, mostly as a result of repurposing phenotypical screening campaigns that used novel oligodendrocyte cellular models. Although none of these have as yet arrived in the clinic, promising candidates are on the way. Many questions remain. Among the most relevant is the question if there is a time window when remyelination drugs should be administrated and why adult remyelination fails in many neurodegenerative pathologies. Moreover, a significant challenge in the field is how to reconstitute the oligodendrocyte/axon interaction environment representative of healthy as well as disease microenvironments in drug screening campaigns, so that drugs can be screened in the most appropriate disease-relevant conditions. Here we will provide an overview of how the field of in vitro models developed over recent years and recent biological findings about how oligodendrocytes mature after reactivation of their staminal niche. These data have posed novel questions and opened new views about how the adult brain is repaired after myelin injury and we will discuss how these new findings might change future drug screening campaigns for CNS regenerative drugs.
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Lingappa JR, Lingappa VR, Reed JC. Addressing Antiretroviral Drug Resistance with Host-Targeting Drugs-First Steps towards Developing a Host-Targeting HIV-1 Assembly Inhibitor. Viruses 2021; 13:451. [PMID: 33802145 DOI: 10.3390/v13030451] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 03/02/2021] [Accepted: 03/02/2021] [Indexed: 12/13/2022] Open
Abstract
The concerning increase in HIV-1 resistance argues for prioritizing the development of host-targeting antiviral drugs because such drugs can offer high genetic barriers to the selection of drug-resistant viral variants. Targeting host proteins could also yield drugs that act on viral life cycle events that have proven elusive to inhibition, such as intracellular events of HIV-1 immature capsid assembly. Here, we review small molecule inhibitors identified primarily through HIV-1 self-assembly screens and describe how all act either narrowly post-entry or broadly on early and late events of the HIV-1 life cycle. We propose that a different screening approach could identify compounds that specifically inhibit HIV-1 Gag assembly, as was observed when a potent rabies virus inhibitor was identified using a host-catalyzed rabies assembly screen. As an example of this possibility, we discuss an antiretroviral small molecule recently identified using a screen that recapitulates the host-catalyzed HIV-1 capsid assembly pathway. This chemotype potently blocks HIV-1 replication in T cells by specifically inhibiting immature HIV-1 capsid assembly but fails to select for resistant viral variants over 37 passages, suggesting a host protein target. Development of such small molecules could yield novel host-targeting antiretroviral drugs and provide insight into chronic diseases resulting from dysregulation of host machinery targeted by these drugs.
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Lu Y, Bohn-Wippert K, Pazerunas PJ, Moy JM, Singh H, Dar RD. Screening for gene expression fluctuations reveals latency-promoting agents of HIV. Proc Natl Acad Sci U S A 2021; 118:e2012191118. [PMID: 33836565 DOI: 10.1073/pnas.2012191118] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Strategies to stabilize and suppress the latent cell reservoir of HIV have been proposed and need to be carefully examined. We demonstrate the use of time-lapse fluorescence microscopy to quantify HIV gene-expression dynamics and detect several latency-promoting agents (LPAs) that would be overlooked when screening for mean gene expression alone. These LPAs are structurally and functionally related to inhibitors of the thioredoxin/thioredoxin reductase redox pathway, which has been suggested as a promising HIV target. Some LPAs are Food and Drug Administration–approved and commercially available and can expand the currently limited LPA repertoire. This study provides a foundation to research suppression mechanisms of HIV gene expression, alternative latency-promoting therapies, and ultimately remove the need for antiretroviral therapy in patients. Upon treatment removal, spontaneous reactivation of latently infected T cells remains a major barrier toward curing HIV. Therapies that reactivate and clear the latent reservoir are only partially effective, while latency-promoting agents (LPAs) used to suppress reactivation and stabilize latency are understudied and lack diversity in their mechanisms of action. Here, we identify additional LPAs using a screen for gene-expression fluctuations (or “noise”) that drive cell-fate specification and control HIV reactivation from latency. Single-cell protein dynamics of a minimal HIV gene circuit were monitored with time-lapse fluorescence microscopy. We screened 1,806 drugs, out of which 279 modulate noise magnitude or half autocorrelation time. Next, we tested the strongest noise modulators in a Jurkat T cell latency model and discovered three LPAs that would be overlooked by quantifying their mean expression levels alone. The LPAs reduced reactivation of latency in both Jurkat and primary cell models when challenged by synergistic and potent combinations of HIV activators. The two strongest LPAs, NSC 401005 and NSC 400938, are structurally and functionally related to inhibitors of thioredoxin reductase, a protein involved in maintaining redox balance in host cells. Experiments with multiple functional analogs revealed two additional LPAs, PX12 and tiopronin, and suggest a potential LPA family, within which some are commercially available and Food and Drug Administration–approved. The LPAs presented here may provide new strategies to complement antiretroviral treatments. Screening for gene expression noise holds the potential for drug discovery in other diseases.
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Xie Y, Meijer AH, Schaaf MJM. Modeling Inflammation in Zebrafish for the Development of Anti-inflammatory Drugs. Front Cell Dev Biol 2021; 8:620984. [PMID: 33520995 PMCID: PMC7843790 DOI: 10.3389/fcell.2020.620984] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Accepted: 12/18/2020] [Indexed: 12/16/2022] Open
Abstract
Dysregulation of the inflammatory response in humans can lead to various inflammatory diseases, like asthma and rheumatoid arthritis. The innate branch of the immune system, including macrophage and neutrophil functions, plays a critical role in all inflammatory diseases. This part of the immune system is well-conserved between humans and the zebrafish, which has emerged as a powerful animal model for inflammation, because it offers the possibility to image and study inflammatory responses in vivo at the early life stages. This review focuses on different inflammation models established in zebrafish, and how they are being used for the development of novel anti-inflammatory drugs. The most commonly used model is the tail fin amputation model, in which part of the tail fin of a zebrafish larva is clipped. This model has been used to study fundamental aspects of the inflammatory response, like the role of specific signaling pathways, the migration of leukocytes, and the interaction between different immune cells, and has also been used to screen libraries of natural compounds, approved drugs, and well-characterized pathway inhibitors. In other models the inflammation is induced by chemical treatment, such as lipopolysaccharide (LPS), leukotriene B4 (LTB4), and copper, and some chemical-induced models, such as treatment with trinitrobenzene sulfonic acid (TNBS), specifically model inflammation in the gastro-intestinal tract. Two mutant zebrafish lines, carrying a mutation in the hepatocyte growth factor activator inhibitor 1a gene (hai1a) and the cdp-diacylglycerolinositol 3-phosphatidyltransferase (cdipt) gene, show an inflammatory phenotype, and they provide interesting model systems for studying inflammation. These zebrafish inflammation models are often used to study the anti-inflammatory effects of glucocorticoids, to increase our understanding of the mechanism of action of this class of drugs and to develop novel glucocorticoid drugs. In this review, an overview is provided of the available inflammation models in zebrafish, and how they are used to unravel molecular mechanisms underlying the inflammatory response and to screen for novel anti-inflammatory drugs.
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Affiliation(s)
- Yufei Xie
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
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Reed JC, Solas D, Kitaygorodskyy A, Freeman B, Ressler DTB, Phuong DJ, Swain JV, Matlack K, Hurt CR, Lingappa VR, Lingappa JR. Identification of an Antiretroviral Small Molecule That Appears To Be a Host-Targeting Inhibitor of HIV-1 Assembly. J Virol 2021; 95:e00883-20. [PMID: 33148797 DOI: 10.1128/JVI.00883-20] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 10/25/2020] [Indexed: 12/16/2022] Open
Abstract
Given the projected increase in multidrug-resistant HIV-1, there is an urgent need for development of antiretrovirals that act on virus life cycle stages not targeted by drugs currently in use. Host-targeting compounds are of particular interest because they can offer a high barrier to resistance. Here, we report identification of two related small molecules that inhibit HIV-1 late events, a part of the HIV-1 life cycle for which potent and specific inhibitors are lacking. This chemotype was discovered using cell-free protein synthesis and assembly systems that recapitulate intracellular host-catalyzed viral capsid assembly pathways. These compounds inhibit replication of HIV-1 in human T cell lines and peripheral blood mononuclear cells, and are effective against a primary isolate. They reduce virus production, likely by inhibiting a posttranslational step in HIV-1 Gag assembly. Notably, the compound colocalizes with HIV-1 Gag in situ; however, unexpectedly, selection experiments failed to identify compound-specific resistance mutations in gag or pol, even though known resistance mutations developed upon parallel nelfinavir selection. Thus, we hypothesized that instead of binding to Gag directly, these compounds localize to assembly intermediates, the intracellular multiprotein complexes containing Gag and host factors that form during immature HIV-1 capsid assembly. Indeed, imaging of infected cells shows compound colocalized with two host enzymes found in assembly intermediates, ABCE1 and DDX6, but not two host proteins found in other complexes. While the exact target and mechanism of action of this chemotype remain to be determined, our findings suggest that these compounds represent first-in-class, host-targeting inhibitors of intracellular events in HIV-1 assembly.IMPORTANCE The success of antiretroviral treatment for HIV-1 is at risk of being undermined by the growing problem of drug resistance. Thus, there is a need to identify antiretrovirals that act on viral life cycle stages not targeted by drugs in use, such as the events of HIV-1 Gag assembly. To address this gap, we developed a compound screen that recapitulates the intracellular events of HIV-1 assembly, including virus-host interactions that promote assembly. This effort led to the identification of a new chemotype that inhibits HIV-1 replication at nanomolar concentrations, likely by acting on assembly. This compound colocalized with Gag and two host enzymes that facilitate capsid assembly. However, resistance selection did not result in compound-specific mutations in gag, suggesting that the chemotype does not directly target Gag. We hypothesize that this chemotype represents a first-in-class inhibitor of virus production that acts by targeting a virus-host complex important for HIV-1 Gag assembly.
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Smith CEL, Lake AVR, Johnson CA. Primary Cilia, Ciliogenesis and the Actin Cytoskeleton: A Little Less Resorption, A Little More Actin Please. Front Cell Dev Biol 2020; 8:622822. [PMID: 33392209 PMCID: PMC7773788 DOI: 10.3389/fcell.2020.622822] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 11/24/2020] [Indexed: 12/13/2022] Open
Abstract
Primary cilia are microtubule-based organelles that extend from the apical surface of most mammalian cells, forming when the basal body (derived from the mother centriole) docks at the apical cell membrane. They act as universal cellular “antennae” in vertebrates that receive and integrate mechanical and chemical signals from the extracellular environment, serving diverse roles in chemo-, mechano- and photo-sensation that control developmental signaling, cell polarity and cell proliferation. Mutations in ciliary genes cause a major group of inherited developmental disorders called ciliopathies. There are very few preventative treatments or new therapeutic interventions that modify disease progression or the long-term outlook of patients with these conditions. Recent work has identified at least four distinct but interrelated cellular processes that regulate cilia formation and maintenance, comprising the cell cycle, cellular proteostasis, signaling pathways and structural influences of the actin cytoskeleton. The actin cytoskeleton is composed of microfilaments that are formed from filamentous (F) polymers of globular G-actin subunits. Actin filaments are organized into bundles and networks, and are attached to the cell membrane, by diverse cross-linking proteins. During cell migration, actin filament bundles form either radially at the leading edge or as axial stress fibers. Early studies demonstrated that loss-of-function mutations in ciliopathy genes increased stress fiber formation and impaired ciliogenesis whereas pharmacological inhibition of actin polymerization promoted ciliogenesis. These studies suggest that polymerization of the actin cytoskeleton, F-actin branching and the formation of stress fibers all inhibit primary cilium formation, whereas depolymerization or depletion of actin enhance ciliogenesis. Here, we review the mechanistic basis for these effects on ciliogenesis, which comprise several cellular processes acting in concert at different timescales. Actin polymerization is both a physical barrier to both cilia-targeted vesicle transport and to the membrane remodeling required for ciliogenesis. In contrast, actin may cause cilia loss by localizing disassembly factors at the ciliary base, and F-actin branching may itself activate the YAP/TAZ pathway to promote cilia disassembly. The fundamental role of actin polymerization in the control of ciliogenesis may present potential new targets for disease-modifying therapeutic approaches in treating ciliopathies.
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Affiliation(s)
- Claire E L Smith
- Leeds Institute of Medical Research at St. James's, University of Leeds, Leeds, United Kingdom
| | - Alice V R Lake
- Leeds Institute of Medical Research at St. James's, University of Leeds, Leeds, United Kingdom
| | - Colin A Johnson
- Leeds Institute of Medical Research at St. James's, University of Leeds, Leeds, United Kingdom
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Chin CV, Antony J, Ketharnathan S, Labudina A, Gimenez G, Parsons KM, He J, George AJ, Pallotta MM, Musio A, Braithwaite A, Guilford P, Hannan RD, Horsfield JA. Cohesin mutations are synthetic lethal with stimulation of WNT signaling. eLife 2020; 9:e61405. [PMID: 33284104 PMCID: PMC7746233 DOI: 10.7554/elife.61405] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 12/04/2020] [Indexed: 12/26/2022] Open
Abstract
Mutations in genes encoding subunits of the cohesin complex are common in several cancers, but may also expose druggable vulnerabilities. We generated isogenic MCF10A cell lines with deletion mutations of genes encoding cohesin subunits SMC3, RAD21, and STAG2 and screened for synthetic lethality with 3009 FDA-approved compounds. The screen identified several compounds that interfere with transcription, DNA damage repair and the cell cycle. Unexpectedly, one of the top 'hits' was a GSK3 inhibitor, an agonist of Wnt signaling. We show that sensitivity to GSK3 inhibition is likely due to stabilization of β-catenin in cohesin-mutant cells, and that Wnt-responsive gene expression is highly sensitized in STAG2-mutant CMK leukemia cells. Moreover, Wnt activity is enhanced in zebrafish mutant for cohesin subunits stag2b and rad21. Our results suggest that cohesin mutations could progress oncogenesis by enhancing Wnt signaling, and that targeting the Wnt pathway may represent a novel therapeutic strategy for cohesin-mutant cancers.
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Affiliation(s)
- Chue Vin Chin
- Department of Pathology, Otago Medical School, University of OtagoDunedinNew Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, The University of AucklandAucklandNew Zealand
- Genetics Otago Research Centre, University of OtagoDunedinNew Zealand
| | - Jisha Antony
- Department of Pathology, Otago Medical School, University of OtagoDunedinNew Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, The University of AucklandAucklandNew Zealand
- Genetics Otago Research Centre, University of OtagoDunedinNew Zealand
| | - Sarada Ketharnathan
- Department of Pathology, Otago Medical School, University of OtagoDunedinNew Zealand
- Genetics Otago Research Centre, University of OtagoDunedinNew Zealand
| | - Anastasia Labudina
- Department of Pathology, Otago Medical School, University of OtagoDunedinNew Zealand
- Genetics Otago Research Centre, University of OtagoDunedinNew Zealand
| | - Gregory Gimenez
- Department of Pathology, Otago Medical School, University of OtagoDunedinNew Zealand
- Genetics Otago Research Centre, University of OtagoDunedinNew Zealand
| | - Kate M Parsons
- The John Curtin School of Medical Research, The Australian National UniversityCanberraAustralia
| | - Jinshu He
- The John Curtin School of Medical Research, The Australian National UniversityCanberraAustralia
| | - Amee J George
- The John Curtin School of Medical Research, The Australian National UniversityCanberraAustralia
| | - Maria Michela Pallotta
- Istituto di Ricerca Genetica e Biomedica (IRGB), Consiglio Nazionale delle Ricerche (CNR)PisaItaly
| | - Antonio Musio
- Istituto di Ricerca Genetica e Biomedica (IRGB), Consiglio Nazionale delle Ricerche (CNR)PisaItaly
| | - Antony Braithwaite
- Department of Pathology, Otago Medical School, University of OtagoDunedinNew Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, The University of AucklandAucklandNew Zealand
| | - Parry Guilford
- Department of Biochemistry, University of OtagoDunedinNew Zealand
| | - Ross D Hannan
- The John Curtin School of Medical Research, The Australian National UniversityCanberraAustralia
- Department of Biochemistry and Molecular Biology, University of MelbourneParkvilleAustralia
- Sir Peter MacCallum Department of Oncology, University of MelbourneParkvilleAustralia
- School of Biomedical Sciences, University of QueenslandSt LuciaAustralia
| | - Julia A Horsfield
- Department of Pathology, Otago Medical School, University of OtagoDunedinNew Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, The University of AucklandAucklandNew Zealand
- Genetics Otago Research Centre, University of OtagoDunedinNew Zealand
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Merrill NM, Vandecan NM, Day KC, Palmbos PL, Day ML, Udager AM, Merajver SD, Soellner MB. MEK is a promising target in the basal subtype of bladder cancer. Oncotarget 2020; 11:3921-3932. [PMID: 33216841 PMCID: PMC7646827 DOI: 10.18632/oncotarget.27767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Accepted: 09/24/2020] [Indexed: 12/03/2022] Open
Abstract
While many resources exist for the drug screening of bladder cancer cell lines in 2D culture, it is widely recognized that screening in 3D culture is more representative of in vivo response. Importantly, signaling changes between 2D and 3D culture can result in changes to drug response. To address the need for 3D drug screening of bladder cancer cell lines, we screened 17 bladder cancer cell lines using a library of 652 investigational small-molecules and 3 clinically relevant drug combinations in 3D cell culture. Our goal was to identify compounds and classes of compounds with efficacy in bladder cancer. Utilizing established genomic and transcriptomic data for these bladder cancer cell lines, we correlated the genomic molecular parameters with drug response, to identify potentially novel groups of tumors that are vulnerable to specific drugs or classes of drugs. Importantly, we demonstrate that MEK inhibitors are a promising targeted therapy for the basal subtype of bladder cancer, and our data indicate that drug screening of 3D cultures provides an important resource for hypothesis generation.
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Affiliation(s)
- Nathan M Merrill
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.,University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Nathalie M Vandecan
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.,University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Kathleen C Day
- Department of Urology, University of Michigan, Ann Arbor, MI, USA
| | - Phillip L Palmbos
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.,University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Mark L Day
- Department of Urology, University of Michigan, Ann Arbor, MI, USA
| | - Aaron M Udager
- University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA.,Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Sofia D Merajver
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.,University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Matthew B Soellner
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.,University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA.,Department of Chemistry, University of Michigan, Ann Arbor, MI, USA
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Brzostek J, Fatin A, Chua WH, Tan HY, Dick T, Gascoigne NRJ. Single Cell Analysis of Drug Susceptibility of Mycobacterium Abscessus During Macrophage Infection. Antibiotics (Basel) 2020; 9:antibiotics9100711. [PMID: 33080864 PMCID: PMC7650608 DOI: 10.3390/antibiotics9100711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 10/15/2020] [Accepted: 10/16/2020] [Indexed: 11/16/2022] Open
Abstract
Mycobacterium abscessus is an emerging health risk to immunocompromised individuals and to people with pre-existing pulmonary conditions. As M. abscessus possesses multiple mechanisms of drug resistance, treatments of M. abscessus are of poor efficacy. Therefore, there is an urgent need for new therapeutic strategies targeting M. abscessus. We describe an experimental system for screening of compounds for their antimicrobial activity against intracellular M. abscessus using flow cytometry and imaging flow cytometry. The assay allows simultaneous analysis of multiple parameters, such as proportion of infected host cells, bacterial load per host cell from the infected population, and host cell viability. We verified the suitability of this method using two antibiotics with known activity against M. abscessus: clarithromycin and amikacin. Our analysis revealed a high degree of infection heterogeneity, which correlated with host cell size. A higher proportion of the larger host cells is infected with M. abscessus as compared to smaller host cells, and infected larger cells have higher intracellular bacterial burden than infected smaller cells. Clarithromycin treatment has a more pronounced effect on smaller host cells than on bigger host cells, suggesting that heterogeneity within the host cell population has an effect on antibiotic susceptibility of intracellular bacteria.
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Affiliation(s)
- Joanna Brzostek
- Department of Microbiology and Immunology, Yong Loo Lin School of Medcine, National University of Singapore, 5 Science Drive 2, Singapore 117545, Singapore; (A.F.); (W.H.C.); (H.Y.T.); (T.D.)
- Correspondence: (J.B.); (N.R.J.G.)
| | - Amierah Fatin
- Department of Microbiology and Immunology, Yong Loo Lin School of Medcine, National University of Singapore, 5 Science Drive 2, Singapore 117545, Singapore; (A.F.); (W.H.C.); (H.Y.T.); (T.D.)
| | - Wen Hui Chua
- Department of Microbiology and Immunology, Yong Loo Lin School of Medcine, National University of Singapore, 5 Science Drive 2, Singapore 117545, Singapore; (A.F.); (W.H.C.); (H.Y.T.); (T.D.)
| | - Hui Yi Tan
- Department of Microbiology and Immunology, Yong Loo Lin School of Medcine, National University of Singapore, 5 Science Drive 2, Singapore 117545, Singapore; (A.F.); (W.H.C.); (H.Y.T.); (T.D.)
| | - Thomas Dick
- Department of Microbiology and Immunology, Yong Loo Lin School of Medcine, National University of Singapore, 5 Science Drive 2, Singapore 117545, Singapore; (A.F.); (W.H.C.); (H.Y.T.); (T.D.)
- Center for Discovery and Innovation, Hackensack Meridian Health, Nutley, NJ 07110, USA
- Department of Medical Sciences, Hackensack Meridian School of Medicine at Seton Hall University, Nutley, NJ 07110, USA
| | - Nicholas R. J. Gascoigne
- Department of Microbiology and Immunology, Yong Loo Lin School of Medcine, National University of Singapore, 5 Science Drive 2, Singapore 117545, Singapore; (A.F.); (W.H.C.); (H.Y.T.); (T.D.)
- Immunology Programme, Life Sciences Institute, National University of Singapore, Singapore 117545, Singapore
- Correspondence: (J.B.); (N.R.J.G.)
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47
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Towler S, Concheiro M, Pearring S, Rodda LN. Evaluation and applicability of Alere iCup DX 14 for rapid postmortem urine drug screening at autopsy. J Forensic Sci 2020; 66:375-382. [PMID: 33022072 DOI: 10.1111/1556-4029.14577] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 08/10/2020] [Accepted: 08/25/2020] [Indexed: 11/27/2022]
Abstract
Performing point-of-care urine drug screen testing at autopsy by a forensic pathologist may provide an early indication of the presence of analytes of interest during autopsy. An evaluation for the screening of 14 classes of common drugs of abuse in postmortem urine by the point-of-care screening device, Alere iCup DX 14, is presented. One hundred ninety postmortem urine samples were screened with the iCup occurring at autopsy by the forensic pathologist. Positive and negative results obtained from the screening kit were evaluated against confirmatory test results obtained using routine forensic toxicology analyses that employed LC-MS/MS and GC-MS to detect a combination of over 85 common drugs of abuse and medications. Sensitivity for each respective iCup drug class ranged from 66% (buprenorphine) to 100% (methadone, tricyclic antidepressants). Specificity for each respective iCup drug class ranged from 89% (benzodiazepines) to 100% (amphetamines, barbiturates, buprenorphine, 3,4-methylenedioxymethamphetamine, methadone). Positive predictive values ranged from 44% (benzodiazepines) to 100% (amphetamines, barbiturates, buprenorphine, methylenedioxymethamphetamine, methadone), while negative predictive values ranged from 96% (methamphetamine) to 100% (barbiturates, methadone, tricyclic antidepressants). A high false-positive rate was yielded by the benzodiazepine class. The lack of fentanyl screening in the point-of-care device is a significant limitation considering its prolific prevalence in forensic casework. The results obtained in the study should be acknowledged when considering the use of the Alere iCup DX 14 in the context of postmortem casework to help indicate potential drug use contemporaneously with autopsy and when requiring such preliminary results prior to the release of a final forensic toxicology report.
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Affiliation(s)
- Steven Towler
- Department of Sciences, John Jay College of Criminal Justice, City University of New York, New York, NY, USA
| | - Marta Concheiro
- Department of Sciences, John Jay College of Criminal Justice, City University of New York, New York, NY, USA
| | - Sue Pearring
- Forensic Laboratory Division, Office of the Chief Medical Examiner, San Francisco, CA, USA
| | - Luke N Rodda
- Forensic Laboratory Division, Office of the Chief Medical Examiner, San Francisco, CA, USA.,Department of Laboratory Medicine, University of California, San Francisco, CA, USA
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48
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Pan C, Otsuka Y, Sridharan B, Woo M, Leiton CV, Babu S, Torrente Gonçalves M, Kawalerski RR, K. Bai JD, Chang DK, Biankin AV, Scampavia L, Spicer T, Escobar‐Hoyos LF, Shroyer KR. An unbiased high-throughput drug screen reveals a potential therapeutic vulnerability in the most lethal molecular subtype of pancreatic cancer. Mol Oncol 2020; 14:1800-1816. [PMID: 32533886 PMCID: PMC7400780 DOI: 10.1002/1878-0261.12743] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 03/26/2020] [Accepted: 06/03/2020] [Indexed: 01/05/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is predicted to become the second leading cause of cancer-related deaths in the United States by 2020, due in part to innate resistance to widely used chemotherapeutic agents and limited knowledge about key molecular factors that drive tumor aggression. We previously reported a novel negative prognostic biomarker, keratin 17 (K17), whose overexpression in cancer results in shortened patient survival. In this study, we aimed to determine the predictive value of K17 and explore the therapeutic vulnerability in K17-expressing PDAC, using an unbiased high-throughput drug screen. Patient-derived data analysis showed that K17 expression correlates with resistance to gemcitabine (Gem). In multiple in vitro and in vivo models of PDAC, spanning human and murine PDAC cells, and orthotopic xenografts, we determined that the expression of K17 results in a more than twofold increase in resistance to Gem and 5-fluorouracil, key components of current standard-of-care chemotherapeutic regimens. Furthermore, through an unbiased drug screen, we discovered that podophyllotoxin (PPT), a microtubule inhibitor, showed significantly higher sensitivity in K17-positive compared to K17-negative PDAC cell lines and animal models. In the clinic, another microtubule inhibitor, paclitaxel (PTX), is used in combination with Gem as a first-line chemotherapeutic regimen for PDAC. Surprisingly, we found that when combined with Gem, PPT, but not PTX, was synergistic in inhibiting the viability of K17-expressing PDAC cells. Importantly, in preclinical models, PPT in combination with Gem effectively decreased tumor growth and enhanced the survival of mice bearing K17-expressing tumors. This provides evidence that PPT and its derivatives could potentially be combined with Gem to enhance treatment efficacy for the ~ 50% of PDACs that express high levels of K17. In summary, we reported that K17 is a novel target for developing a biomarker-based personalized treatment for PDAC.
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Affiliation(s)
- Chun‐Hao Pan
- Department of PathologyRenaissance School of MedicineStony Brook UniversityNYUSA
- Molecular and Cellular Biology Graduate ProgramStony Brook UniversityNYUSA
| | | | | | - Melissa Woo
- Department of PathologyRenaissance School of MedicineStony Brook UniversityNYUSA
- Simons Summer Research ProgramStony Brook UniversityNYUSA
| | - Cindy V. Leiton
- Department of PathologyRenaissance School of MedicineStony Brook UniversityNYUSA
| | - Sruthi Babu
- Department of PathologyRenaissance School of MedicineStony Brook UniversityNYUSA
- Department of Family, Population & Preventive MedicineRenaissance School of MedicineStony Brook UniversityNYUSA
| | | | - Ryan R. Kawalerski
- Department of PathologyRenaissance School of MedicineStony Brook UniversityNYUSA
| | - Ji Dong K. Bai
- Department of PathologyRenaissance School of MedicineStony Brook UniversityNYUSA
| | - David K. Chang
- Wolfson Wohl Cancer Research CentreInstitute of Cancer SciencesUniversity of GlasgowUK
- West of Scotland Pancreatic UnitGlasgow Royal InfirmaryUK
| | - Andrew V. Biankin
- Wolfson Wohl Cancer Research CentreInstitute of Cancer SciencesUniversity of GlasgowUK
- West of Scotland Pancreatic UnitGlasgow Royal InfirmaryUK
| | | | | | - Luisa F. Escobar‐Hoyos
- Department of PathologyRenaissance School of MedicineStony Brook UniversityNYUSA
- Department of Therapeutic RadiologySchool of MedicineYale UniversityNew HavenCTUSA
- David M. Rubenstein Center for Pancreatic Cancer ResearchMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
- Genetic Toxicology and Cytogenetics Research GroupDepartment of BiologySchool of Natural Sciences and EducationUniversidad del CaucaPopayánColombia
| | - Kenneth R. Shroyer
- Department of PathologyRenaissance School of MedicineStony Brook UniversityNYUSA
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49
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Wertman JN, Melong N, Stoyek MR, Piccolo O, Langley S, Orr B, Steele SL, Razaghi B, Berman JN. The identification of dual protective agents against cisplatin-induced oto- and nephrotoxicity using the zebrafish model. eLife 2020; 9:e56235. [PMID: 32720645 PMCID: PMC7470826 DOI: 10.7554/elife.56235] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 07/20/2020] [Indexed: 12/17/2022] Open
Abstract
Dose-limiting toxicities for cisplatin administration, including ototoxicity and nephrotoxicity, impact the clinical utility of this effective chemotherapy agent and lead to lifelong complications, particularly in pediatric cancer survivors. Using a two-pronged drug screen employing the zebrafish lateral line as an in vivo readout for ototoxicity and kidney cell-based nephrotoxicity assay, we screened 1280 compounds and identified 22 that were both oto- and nephroprotective. Of these, dopamine and L-mimosine, a plant-based amino acid active in the dopamine pathway, were further investigated. Dopamine and L-mimosine protected the hair cells in the zebrafish otic vesicle from cisplatin-induced damage and preserved zebrafish larval glomerular filtration. Importantly, these compounds did not abrogate the cytotoxic effects of cisplatin on human cancer cells. This study provides insights into the mechanisms underlying cisplatin-induced oto- and nephrotoxicity and compelling preclinical evidence for the potential utility of dopamine and L-mimosine in the safer administration of cisplatin.
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Affiliation(s)
- Jaime N Wertman
- Dalhousie University, Department of Microbiology and ImmunologyHalifaxCanada
- IWK Health Centre, Department of PediatricsHalifaxCanada
| | - Nicole Melong
- IWK Health Centre, Department of PediatricsHalifaxCanada
- CHEO Research InstituteOttawaCanada
| | - Matthew R Stoyek
- Dalhousie University, Department of Physiology & BiophysicsHalifaxCanada
| | - Olivia Piccolo
- IWK Health Centre, Department of PediatricsHalifaxCanada
- McMaster University, Department of Global HealthHamiltonCanada
| | | | - Benno Orr
- University of Toronto, Department of Molecular GeneticsTorontoCanada
| | | | - Babak Razaghi
- Dalhousie University, Faculty of DentistryHalifaxCanada
| | - Jason N Berman
- IWK Health Centre, Department of PediatricsHalifaxCanada
- CHEO Research InstituteOttawaCanada
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50
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Cannon M, Phillips H, Smith S, Williams K, Brinton L, Gregory C, Landes K, Desai P, Byrd J, Lapalombella R. Large-Scale Drug Screen Identifies FDA-Approved Drugs for Repurposing in Sickle-Cell Disease. J Clin Med 2020; 9:E2276. [PMID: 32708954 PMCID: PMC7408993 DOI: 10.3390/jcm9072276] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Revised: 07/07/2020] [Accepted: 07/15/2020] [Indexed: 12/26/2022] Open
Abstract
Sickle-cell disease (SCD) is a debilitating hematological disorder with very few approved treatment options. Therapeutic reactivation of fetal hemoglobin (HbF) is one of the most pursued methods for ameliorating the systemic manifestations of SCD. Despite this, very few pharmacological agents have advanced to clinical trials or marketing for use. In this study, we report the development of an HbF in situ intracellular immunoblot assay coupled to a high-throughput drug screen to identify Food and Drug Administration (FDA) approved drugs that can be repurposed clinically for treatment of SCD. Using this assay we evaluated the National Institute of Health (NIH) Clinical Collection (NCC), a publicly available library of 725 small molecules, and found nine candidates that can significantly re-express HbF in erythroid cell lines as well as primary erythroblasts derived from SCD patients. Furthermore, we show the strong effects on HbF expression of these candidates to occur with minimal cytotoxicity in 7 of the 9 drugs. Given these data and their proven history of use for other indications, we hypothesize that several of these candidate drugs warrant further investigation for use in SCD.
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Affiliation(s)
- Matthew Cannon
- Division of Hematology, The Ohio State University, Columbus, OH 43210, USA; (M.C.); (H.P.); (S.S.); (K.W.); (L.B.); (C.G.); (K.L.); (P.D.); (J.B.)
| | - Hannah Phillips
- Division of Hematology, The Ohio State University, Columbus, OH 43210, USA; (M.C.); (H.P.); (S.S.); (K.W.); (L.B.); (C.G.); (K.L.); (P.D.); (J.B.)
| | - Sidney Smith
- Division of Hematology, The Ohio State University, Columbus, OH 43210, USA; (M.C.); (H.P.); (S.S.); (K.W.); (L.B.); (C.G.); (K.L.); (P.D.); (J.B.)
| | - Katie Williams
- Division of Hematology, The Ohio State University, Columbus, OH 43210, USA; (M.C.); (H.P.); (S.S.); (K.W.); (L.B.); (C.G.); (K.L.); (P.D.); (J.B.)
| | - Lindsey Brinton
- Division of Hematology, The Ohio State University, Columbus, OH 43210, USA; (M.C.); (H.P.); (S.S.); (K.W.); (L.B.); (C.G.); (K.L.); (P.D.); (J.B.)
| | - Charles Gregory
- Division of Hematology, The Ohio State University, Columbus, OH 43210, USA; (M.C.); (H.P.); (S.S.); (K.W.); (L.B.); (C.G.); (K.L.); (P.D.); (J.B.)
| | - Kristina Landes
- Division of Hematology, The Ohio State University, Columbus, OH 43210, USA; (M.C.); (H.P.); (S.S.); (K.W.); (L.B.); (C.G.); (K.L.); (P.D.); (J.B.)
| | - Payal Desai
- Division of Hematology, The Ohio State University, Columbus, OH 43210, USA; (M.C.); (H.P.); (S.S.); (K.W.); (L.B.); (C.G.); (K.L.); (P.D.); (J.B.)
| | - John Byrd
- Division of Hematology, The Ohio State University, Columbus, OH 43210, USA; (M.C.); (H.P.); (S.S.); (K.W.); (L.B.); (C.G.); (K.L.); (P.D.); (J.B.)
- College of Veterinary Medicine, The Ohio State University, Columbus, OH 43210, USA
- Division of Pharmaceutics, College of Pharmacy, The Ohio State University, Columbus, OH 43210, USA
| | - Rosa Lapalombella
- Division of Hematology, The Ohio State University, Columbus, OH 43210, USA; (M.C.); (H.P.); (S.S.); (K.W.); (L.B.); (C.G.); (K.L.); (P.D.); (J.B.)
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