398 results on '"Matthew Bogyo"'
Search Results
52. The human disease gene LYSET is essential for lysosomal enzyme transport and viral infection
- Author
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Christopher M. Richards, Sabrina Jabs, Wenjie Qiao, Lauren D. Varanese, Michaela Schweizer, Peter R. Mosen, Nicholas M. Riley, Malte Klüssendorf, James R. Zengel, Ryan A. Flynn, Arjun Rustagi, John C. Widen, Christine E. Peters, Yaw Shin Ooi, Xuping Xie, Pei-Yong Shi, Ralf Bartenschlager, Andreas S. Puschnik, Matthew Bogyo, Carolyn R. Bertozzi, Catherine A. Blish, Dominic Winter, Claude M. Nagamine, Thomas Braulke, and Jan E. Carette
- Subjects
Mice, Knockout ,Mice ,Multidisciplinary ,Mucolipidoses ,Animals ,COVID-19 ,Humans ,Proteins ,Transferases (Other Substituted Phosphate Groups) ,Lysosomes ,Cathepsins ,Mannose ,Article - Abstract
Lysosomes are key degradative compartments of the cell. Transport to lysosomes relies on GlcNAc-1-phosphotransferase–mediated tagging of soluble enzymes with mannose 6-phosphate (M6P). GlcNAc-1-phosphotransferase deficiency leads to the severe lysosomal storage disorder mucolipidosis II (MLII). Several viruses require lysosomal cathepsins to cleave structural proteins and thus depend on functional GlcNAc-1-phosphotransferase. We used genome-scale CRISPR screens to identify lysosomal enzyme trafficking factor (LYSET, also named TMEM251) as essential for infection by cathepsin-dependent viruses including severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). LYSET deficiency resulted in global loss of M6P tagging and mislocalization of GlcNAc-1-phosphotransferase from the Golgi complex to lysosomes. Lyset knockout mice exhibited MLII-like phenotypes, and human pathogenic LYSET alleles failed to restore lysosomal sorting defects. Thus, LYSET is required for correct functioning of the M6P trafficking machinery and mutations in LYSET can explain the phenotype of the associated disorder.
- Published
- 2022
53. Uncovering an overlooked consequence of phosphorylation: change in cysteine reactivity
- Author
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Markus Lakemeyer and Matthew Bogyo
- Subjects
Cysteine ,Cell Biology ,Phosphorylation ,Molecular Biology ,Biochemistry ,Biotechnology - Published
- 2022
54. Chemoproteomic identification of a dipeptidyl peptidase 4 (DPP4) homolog in Bacteroides thetaiotaomicron important for envelope integrity and fitness
- Author
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Laura J. Keller, Taylor H. Nguyen, Lawrence Liu, Markus Lakemeyer, Danielle J. Gelsinger, Rachael Chanin, Nhi Ngo, Kenneth M. Lum, Franco Faucher, Phillip Ipock, Micah J. Niphakis, Ami S. Bhatt, Anthony J. O’Donoghue, Kerwyn Casey Huang, and Matthew Bogyo
- Abstract
Serine hydrolases play important roles in signaling and human metabolism, yet little is known about the functions of these enzymes in gut commensal bacteria. Using bioinformatics and chemoproteomics, we identify serine hydrolases in the gut commensal Bacteroides thetaiotaomicron that are specific to the Bacteroidetes phylum. Two are predicted homologs of the human protease dipeptidyl peptidase 4 (hDPP4), a key enzyme that regulates insulin signaling. Functional studies reveal that BT4193 is a true homolog of hDPP4 while the other is misannotated and is a proline-specific triaminopeptidase. We demonstrate that BT4193 is important for envelope integrity and is inhibited by FDA-approved type 2 diabetes drugs that target hDPP4. Loss of BT4193 reduces B. thetaiotaomicron fitness during in vitro growth within a diverse community. Taken together, our findings suggest that serine hydrolases contribute to gut microbiota dynamics and may be off-targets for existing drugs that could cause unintended impact on the microbiota.
- Published
- 2022
55. Formulation of a Thermosensitive Imaging Hydrogel for Topical Application and Rapid Visualization of Tumor Margins in the Surgical Cavity
- Author
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Ethan Walker, Daan G. J. Linders, Eric Abenojar, Xinning Wang, Hans Marten Hazelbag, Marieke E. Straver, Okker D. Bijlstra, Taryn L. March, Alexander L. Vahrmeijer, Agata Exner, Matthew Bogyo, James P. Basilion, Brian Straight, Surgery, and CCA - Imaging and biomarkers
- Subjects
human breast cancer ,Cancer Research ,optical imaging ,tumor margins ,Oncology ,surgical cavity - Abstract
Simple Summary: We have developed a formulation for an innovative, quenched, cathepsin-targeted, fluorescent molecular probe to enhance resection quality for several solid-tumor cancers. Unlike other formulations for imaging probes or tracers in development and entering the clinic, which require systemic administration hours before the procedure, this current formulation is applied topically into the surgical cavity immediately after a standard of care resection. Within minutes of application, the probe activates in the presence of residual cancer in the surgical wound and provides a strong fluorescent signal that precisely delineates any remaining cancer, enabling a more complete resection. Utilization of this imaging gel formulation for topical application to detect breast cancer in the surgical cavity during surgery has the potential to reduce re-excisions, with consequent savings in healthcare costs and enhancement in patient quality of life. Background: Tumor-positive surgical margins during primary breast cancer (BCa) surgery are associated with a two-fold increase in the risk of local recurrence when compared with tumor-negative margins. Pathological microscopic evaluation of the samples only assesses about 1/10 of 1% of the entire volume of the removed BCa specimens, leading to margin under-sampling and potential local recurrence in patients with pathologically clean margins, i.e., false negative margins. In the case of tumor-positive margins, patients need to undergo re-excision and/or radiation therapy, resulting in increases in complications, morbidity, and healthcare costs. Development of a simple real-time imaging technique to identify residual BCa in the surgical cavity rapidly and precisely could significantly improve the quality of care. Methods: A small-molecule, fluorescently quenched protease-substrate probe, AKRO-QC-ICG, was tested as part of a thermosensitive imaging gel formulated for topical application and imaging of the BCa surgical cavity. Results: More than forty formulations of gel mixtures were investigated to enable easy fluid application and subsequent solidification once applied, preventing dripping and pooling in the surgical cavity. The final formulation was tested using human BCa orthotopic implants in nude and NSG patient-derived xenografts (PDX) mice. This formulation of Pluronic F-127/DMSO/AKRO-QC-ICG imaging gel was found to be a good solvent for the probe, with a desirable thermo-reversible solid-gel transition and mechanical strength for distribution of AKRO-QC-ICG on the surfaces of tissue. It demonstrated excellent ability to detect BCa tissue after 10 min exposure, with a high signal-to-noise ratio both in mouse xenografts and freshly excised human lumpectomy tissue. The in vivo efficacy of the AKRO-QC-ICG imaging gel to detect BCa revealed the levels of sensitivity/specificity = 0.92/1 in 12 nude mice, which was corroborated with the sensitivity/specificity = 0.94/1 in 10 PDX mice. Conclusions: Utilization of Pluronic F-127/DMSO/AKRO-QC-ICG imaging gel for topical application to detect BCa in the surgical cavity during surgery has the potential to reduce re-excisions, with consequent savings in healthcare costs and enhancement in patient quality of life.
- Published
- 2022
56. Mitigating the risk of antimalarial resistance via covalent dual-subunit inhibition of the Plasmodium proteasome
- Author
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Ioanna Deni, Barbara H. Stokes, Kurt E. Ward, Kate J. Fairhurst, Charisse Flerida A. Pasaje, Tomas Yeo, Shirin Akbar, Heekuk Park, Ryan Muir, Daniella S. Bick, Wenhu Zhan, Hao Zhang, Yi Jing Liu, Caroline L. Ng, Laura A. Kirkman, Jehad Almaliti, Alexandra E. Gould, Maëlle Duffey, Anthony J. O'Donoghue, Anne-Catrin Uhlemann, Jacquin C. Niles, Paula C.A. da Fonseca, William H. Gerwick, Gang Lin, Matthew Bogyo, and David A. Fidock
- Subjects
Pharmacology ,Clinical Biochemistry ,Drug Discovery ,Molecular Medicine ,Molecular Biology ,Biochemistry - Published
- 2023
57. A ‘Swiss army knife’ probe for metastatic cancers
- Author
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Matthew Bogyo
- Subjects
Mechanics of Materials ,business.industry ,Neoplasms ,Mechanical Engineering ,Cancer research ,Humans ,Medicine ,Cancer ,General Materials Science ,General Chemistry ,Condensed Matter Physics ,business ,medicine.disease - Abstract
A nanosensor probe that combines a tumour-targeting peptide, a diagnostic reporter and an imaging contrast agent enables early diagnosis, precision imaging, disease stratification and downstream therapeutic response monitoring of metastatic cancer.
- Published
- 2021
58. A Cathepsin-Targeted Quenched Activity-Based Probe Facilitates Enhanced Detection of Human Tumors during Resection
- Author
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Gregory T. Kennedy, David E. Holt, Feredun S. Azari, Elizabeth Bernstein, Bilal Nadeem, Ashley Chang, Neil T. Sullivan, Alix Segil, Charuhas Desphande, Eric Bensen, John T. Santini, John C. Kucharczuk, Edward J. Delikatny, Matthew Bogyo, A.J. Matthew Egan, Charles W. Bradley, Evgeniy Eruslanov, Jason D. Lickliter, Gavin Wright, and Sunil Singhal
- Subjects
Cancer Research ,Dogs ,Lung Neoplasms ,Oncology ,Surgery, Computer-Assisted ,Animals ,Contrast Media ,Humans ,Cathepsins ,Article ,Randomized Controlled Trials as Topic - Abstract
Purpose: Fluorescence-guided surgery using tumor-targeted contrast agents has been developed to improve the completeness of oncologic resections. Quenched activity–based probes that fluoresce after covalently binding to tumor-specific enzymes have been proposed to improve specificity, but none have been tested in humans. Here, we report the successful clinical translation of a cathepsin activity–based probe (VGT-309) for fluorescence-guided surgery. Experimental Design: We optimized the specificity, dosing, and timing of VGT-309 in preclinical models of lung cancer. To evaluate clinical feasibility, we conducted a canine study of VGT-309 during pulmonary tumor resection. We then conducted a randomized, double-blind, dose-escalation study in healthy human volunteers receiving VGT-309 to evaluate safety. Finally, we tested VGT-309 in humans undergoing lung cancer surgery. Results: In preclinical models, we found highly specific tumor cell labeling that was blocked by a broad spectrum cathepsin inhibitor. When evaluating VGT-309 for guidance during resection of canine tumors, we found that the probe selectively labeled tumors and demonstrated high tumor-to-background ratio (TBR; range: 2.15–3.71). In the Phase I human study, we found that VGT-309 was safe at all doses studied. In the ongoing Phase II trial, we report two cases in which VGT-309 localized visually occult, non-palpable tumors (TBRs = 2.83 and 7.18) in real time to illustrate its successful clinical translation and potential to improve surgical management. Conclusions: This first-in-human study demonstrates the safety and feasibility of VGT-309 to label human pulmonary tumors during resection. These results may be generalizable to other cancers due to cathepsin overexpression in many solid tumors.
- Published
- 2022
59. Integration of bioinformatic and chemoproteomic tools for the study of enzyme conservation in closely related bacterial species
- Author
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Laura J, Keller, Markus, Lakemeyer, and Matthew, Bogyo
- Subjects
Mammals ,Proteomics ,Bacteria ,Hydrolases ,Microbiota ,Animals ,Computational Biology - Abstract
Activity-based protein profiling (ABPP) is a commonly utilized technique to globally characterize the endogenous activity of multiple enzymes within a related family. While it has been used extensively to identify enzymes that are differentially active across various mammalian tissues, recent efforts have expanded this technique to studying bacteria. As ABPP is applied to diverse sets of bacterial strains found in microbial communities, there is also an increasing need for robust tools for assessing the conservation of enzymes across closely related bacterial species and strains. In this chapter, we detail the integration of gel-based ABPP with basic bioinformatic tools to enable the analysis of enzyme activity, distribution, and homology. We use as an example the family of serine hydrolases identified in the skin commensal bacterium Staphylococcus epidermidis.
- Published
- 2022
60. Imaging cancer with protease activated optical probes
- Author
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Matthew Bogyo
- Published
- 2022
61. AND-gate contrast agents for enhanced fluorescence-guided surgery
- Author
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Martina Tholen, John C. Widen, Kerriann M. Casey, Joshua J. Yim, Alwin Klaassen, Jonathan M. Sorger, Stephan Rogalla, Matthew Bogyo, and Alexander L. Antaris
- Subjects
Male ,0301 basic medicine ,medicine.medical_specialty ,Lung Neoplasms ,Optical contrast ,Disease detection ,media_common.quotation_subject ,Biomedical Engineering ,Normal tissue ,Contrast Media ,Medicine (miscellaneous) ,Mammary Neoplasms, Animal ,Bioengineering ,Article ,Fluorescence ,Cell Line ,Mice ,03 medical and health sciences ,Tumour tissue ,0302 clinical medicine ,Text mining ,Animals ,Medicine ,Contrast (vision) ,Robotic surgery ,Fluorescent Dyes ,media_common ,Mice, Inbred BALB C ,business.industry ,Optical Imaging ,Computer Science Applications ,Surgery ,Disease Models, Animal ,RAW 264.7 Cells ,030104 developmental biology ,Surgery, Computer-Assisted ,Female ,business ,030217 neurology & neurosurgery ,Biotechnology - Abstract
Surgical resection of tumours requires precisely locating and defining the margins between lesions and normal tissue. However, this is made difficult by irregular margin borders. Although molecularly targeted optical contrast agents can be used to define tumour margins during surgery in real time, the selectivity of the contrast agents is often limited by the target being expressed in both healthy and tumour tissues. Here, we show that AND-gate optical imaging probes that require the processing of two substrates by multiple tumour-specific enzymes produce a fluorescent signal with significantly improved specificity and sensitivity to tumour tissue. We evaluated the performance of the probes in mouse models of mammary tumours and of metastatic lung cancer, as well as during fluorescence-guided robotic surgery. Imaging probes that rely on multivariate activation to selectively target complex patterns of enzymatic activity should be useful in disease detection, treatment and monitoring.
- Published
- 2020
62. Structural Basis for the Inhibitor and Substrate Specificity of the Unique Fph Serine Hydrolases of Staphylococcus aureus
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Chen Linhai, Christian S. Lentz, Matthew Bogyo, Jodi L. Brewster, Peter D. Mace, Matthias Fellner, and Sam A. Jamieson
- Subjects
0301 basic medicine ,biology ,Protein family ,Chemistry ,030106 microbiology ,Active site ,Biofilm matrix ,Serine hydrolase ,Esterase ,Serine ,03 medical and health sciences ,030104 developmental biology ,Infectious Diseases ,Biochemistry ,Docking (molecular) ,Hydrolase ,biology.protein - Abstract
Staphylococcus aureus is a prevalent bacterial pathogen in both community and hospital settings, and its treatment is made particularly difficult by resilience within biofilms. Within this niche, serine hydrolase enzymes play a key role in generating and maintaining the biofilm matrix. Activity-based profiling has previously identified a family of serine hydrolases, designated fluorophosphonate-binding hydrolases (Fph's), some of which contribute to the virulence of S. aureus in vivo. These 10 Fph proteins have limited annotation and have few, if any, characterized bacterial or mammalian homologues. This suggests unique hydrolase functions even within bacterial species. Here we report structures of one of the most abundant Fph family members, FphF. Our structures capture FphF alone, covalently bound to a substrate analogue and bound to small molecule inhibitors that occupy the hydrophobic substrate-binding pocket. In line with these findings, we show that FphF has promiscuous esterase activity toward hydrophobic lipid substrates. We present docking studies that characterize interactions of inhibitors and substrates within the active site environment, which can be extended to other Fph family members. Comparison of FphF to other esterases and the wider Fph protein family suggest that FphF forms a new esterase subfamily. Our data suggest that other Fph enzymes, including the virulence factor FphB, are likely to have more restricted substrate profiles than FphF. This work demonstrates a clear molecular rationale for the specificity of fluorophosphonate probes that target FphF and provides a structural template for the design of enhanced probes and inhibitors of the Fph family of serine hydrolases.
- Published
- 2020
63. Discovery of small molecules that normalize the transcriptome and enhance cysteine cathepsin activity in progranulin-deficient microglia
- Author
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Yungui Zhou, Lihong Zhan, Ben A. Bahr, Sheng Ding, David Le, Maria Telpoukhovskaia, Min Xie, Jon Iker Etchegaray, Yaqiao Li, Faten A. Sayed, Matthew Bogyo, Li Gan, and Kai Liu
- Subjects
0301 basic medicine ,Granulin ,lcsh:Medicine ,Transcriptome ,Gene Knockout Techniques ,Mice ,Progranulins ,0302 clinical medicine ,Cysteine Proteases ,lcsh:Science ,Cells, Cultured ,Multidisciplinary ,Microglia ,Drug discovery ,Cell Cycle ,Neurodegenerative diseases ,Neurodegeneration ,High-throughput screening ,High-Throughput Nucleotide Sequencing ,Cell cycle ,Naltrexone ,Cell biology ,medicine.anatomical_structure ,Drug screening ,Frontotemporal Dementia ,medicine.symptom ,Haploinsufficiency ,Inflammation ,Biology ,Models, Biological ,Article ,Small Molecule Libraries ,03 medical and health sciences ,mental disorders ,medicine ,Animals ,Humans ,Cathepsin ,Sequence Analysis, RNA ,Gene Expression Profiling ,lcsh:R ,medicine.disease ,Disease Models, Animal ,030104 developmental biology ,Bucladesine ,Gene Expression Regulation ,lcsh:Q ,Lysosomes ,030217 neurology & neurosurgery ,Neuroscience - Abstract
Patients with frontotemporal dementia (FTD) resulting from granulin (GRN) haploinsufficiency have reduced levels of progranulin and exhibit dysregulation in inflammatory and lysosomal networks. Microglia produce high levels of progranulin, and reduction of progranulin in microglia alone is sufficient to recapitulate inflammation, lysosomal dysfunction, and hyperproliferation in a cell-autonomous manner. Therefore, targeting microglial dysfunction caused by progranulin insufficiency represents a potential therapeutic strategy to manage neurodegeneration in FTD. Limitations of current progranulin-enhancing strategies necessitate the discovery of new targets. To identify compounds that can reverse microglial defects in Grn-deficient mouse microglia, we performed a compound screen coupled with high throughput sequencing to assess key transcriptional changes in inflammatory and lysosomal pathways. Positive hits from this initial screen were then further narrowed down based on their ability to rescue cathepsin activity, a critical biochemical readout of lysosomal capacity. The screen identified nor-binaltorphimine dihydrochloride (nor-BNI) and dibutyryl-cAMP, sodium salt (DB-cAMP) as two phenotypic modulators of progranulin deficiency. In addition, nor-BNI and DB-cAMP also rescued cell cycle abnormalities in progranulin-deficient cells. These data highlight the potential of a transcription-based platform for drug screening, and advance two novel lead compounds for FTD.
- Published
- 2020
64. Strategies for Tuning the Selectivity of Chemical Probes that Target Serine Hydrolases
- Author
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Scott Lovell, Matthew Bogyo, Franco Faucher, and John M. Bennett
- Subjects
Proteomics ,Cell signaling ,genetic structures ,medicine.medical_treatment ,Clinical Biochemistry ,Organophosphonates ,Biology ,01 natural sciences ,Biochemistry ,Article ,Small Molecule Libraries ,Serine ,Drug Discovery ,medicine ,Molecular Biology ,Fluorescent Dyes ,Pharmacology ,chemistry.chemical_classification ,Protease ,Rhodamines ,010405 organic chemistry ,Activity-based proteomics ,Serine hydrolase ,Lipid metabolism ,0104 chemical sciences ,Enzyme ,chemistry ,Molecular Medicine ,Click Chemistry ,Serine Proteases ,Peptides ,Selectivity - Abstract
Serine hydrolases comprise a large family of enzymes that have diverse roles in key cellular processes, such as lipid metabolism, cell signaling, and regulation of post-translation modifications of proteins. They are also therapeutic targets for multiple human pathologies, including viral infection, diabetes, hypertension, and Alzheimer disease; however, few have well-defined substrates and biological functions. Activity-based probes (ABPs) have been used as effective tools to both profile activity and screen for selective inhibitors of serine hydrolases. One broad-spectrum ABP containing a fluorophosphonate electrophile has been used extensively to advance our understanding of diverse serine hydrolases. Due to the success of this single reagent, several robust chemistries have been developed to further diversify and tune the selectivity of ABPs used to target serine hydrolases. In this review, we highlight approaches to identify selective serine hydrolase ABPs and suggest new synthetic methodologies that could be applied to further advance probe development.
- Published
- 2020
65. Characterization of Serine Hydrolases Across Clinical Isolates of Commensal Skin Bacteria Staphylococcus epidermidis Using Activity-Based Protein Profiling
- Author
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Eranthie Weerapana, Y. Erin Chen, Laura J. Keller, Matthew Bogyo, Rebecca J. Metivier, Michael A. Fischbach, and Christian S. Lentz
- Subjects
0301 basic medicine ,biology ,030106 microbiology ,Activity-based proteomics ,food and beverages ,biology.organism_classification ,Commensalism ,Microbiology ,Serine ,03 medical and health sciences ,030104 developmental biology ,Infectious Diseases ,Staphylococcus epidermidis ,Genus staphylococcus ,human activities ,Bacteria - Abstract
The bacterial genus Staphylococcus comprises diverse species that colonize the skin as commensals but can also cause infection. Previous work identified a family of serine hydrolases termed fluorop...
- Published
- 2020
66. Integration of bioinformatic and chemoproteomic tools for the study of enzyme conservation in closely related bacterial species
- Author
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Laura J. Keller, Markus Lakemeyer, and Matthew Bogyo
- Published
- 2022
67. Identification of covalent inhibitors that disrupt M. tuberculosis growth by targeting multiple serine hydrolases involved in lipid metabolism
- Author
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Veronica L. Li, Ami S. Bhatt, Yishay Pinto, Laura J. Keller, Jonathan Z. Long, Summer E. Vance, Brett M. Babin, Andrew Eneim, Matthew Bogyo, and Stephanie M. Terrell
- Subjects
Proteome ,Clinical Biochemistry ,Mutant ,Antitubercular Agents ,Biochemistry ,Article ,Mycobacterium tuberculosis ,Serine ,Cell Wall ,Drug Discovery ,Humans ,Tuberculosis ,Molecular Biology ,Pharmacology ,chemistry.chemical_classification ,biology ,Activity-based proteomics ,Lipid metabolism ,biology.organism_classification ,Small molecule ,Enzyme ,chemistry ,Molecular Medicine ,Biogenesis - Abstract
Summary The increasing incidence of antibiotic-resistant Mycobacterium tuberculosis infections is a global health threat necessitating the development of new antibiotics. Serine hydrolases (SHs) are a promising class of targets because of their importance for the synthesis of the mycobacterial cell envelope. We screen a library of small molecules containing serine-reactive electrophiles and identify narrow-spectrum inhibitors of M. tuberculosis growth. Using these lead molecules, we perform competitive activity-based protein profiling and identify multiple SH targets, including enzymes with uncharacterized functions. Lipidomic analyses of compound-treated cultures reveal an accumulation of free lipids and a substantial decrease in lipooligosaccharides, linking SH inhibition to defects in cell envelope biogenesis. Mutant analysis reveals a path to resistance via the synthesis of mycocerates, but not through mutations to SH targets. Our results suggest that simultaneous inhibition of multiple SH enzymes is likely to be an effective therapeutic strategy for the treatment of M. tuberculosis infections.
- Published
- 2021
68. A screen of covalent inhibitors in Mycobacterium tuberculosis identifies serine hydrolases involved in lipid metabolism as potential therapeutic targets
- Author
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Veronica L. Li, Matthew Bogyo, Stephanie M. Terrell, Andrew Eneim, Summer E. Vance, Yishay Pinto, Jonathan Z. Long, Ami S. Bhatt, Laura J. Keller, and Brett M. Babin
- Subjects
chemistry.chemical_classification ,biology ,medicine.drug_class ,Antibiotics ,Mutant ,Lipid metabolism ,biology.organism_classification ,Small molecule ,Mycobacterium tuberculosis ,Serine ,Enzyme ,chemistry ,Biochemistry ,medicine ,Biogenesis - Abstract
SummaryThe increasing incidence of antibiotic-resistant Mycobacterium tuberculosis infections is a global health threat necessitating the development of new antibiotics. Serine hydrolases (SHs) are a promising class of targets because of their importance for the synthesis of the mycobacterial cell envelope. We screened a library of small molecules containing serine-reactive electrophiles and identified narrow spectrum inhibitors of M. tuberculous growth. Using these lead molecules, we performed competitive activity-based protein profiling and identified multiple SH targets, including enzymes with uncharacterized functions. Lipidomic analyses of compound-treated cultures revealed an accumulation of free lipids and a substantial decrease in lipooligosaccharides, linking SH inhibition to defects in cell envelope biogenesis. Mutant analysis revealed a path to resistance via the synthesis of mycocerates, but not through mutations to target enzymes. Our results suggest that simultaneous inhibition of multiple SH enzymes is likely to be an effective therapeutic strategy for the treatment of M. tuberculosis infections.
- Published
- 2021
69. Synthetic and biological approaches to map substrate specificities of proteases
- Author
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Joshua J. Yim, Shiyu Chen, and Matthew Bogyo
- Subjects
0301 basic medicine ,Proteases ,medicine.medical_treatment ,Clinical Biochemistry ,Peptide ,Computational biology ,Biology ,Proteomics ,01 natural sciences ,Biochemistry ,Substrate Specificity ,Biological pathway ,03 medical and health sciences ,medicine ,Humans ,Protease Inhibitors ,Molecular Biology ,chemistry.chemical_classification ,Protease ,010405 organic chemistry ,Antigen processing ,Active site ,0104 chemical sciences ,030104 developmental biology ,chemistry ,biology.protein ,Peptides ,Function (biology) ,Peptide Hydrolases ,Signal Transduction - Abstract
Proteases are regulators of diverse biological pathways including protein catabolism, antigen processing and inflammation, as well as various disease conditions, such as malignant metastasis, viral infection and parasite invasion. The identification of substrates of a given protease is essential to understand its function and this information can also aid in the design of specific inhibitors and active site probes. However, the diversity of putative protein and peptide substrates makes connecting a protease to its downstream substrates technically difficult and time-consuming. To address this challenge in protease research, a range of methods have been developed to identify natural protein substrates as well as map the overall substrate specificity patterns of proteases. In this review, we highlight recent examples of both synthetic and biological methods that are being used to define the substrate specificity of protease so that new protease-specific tools and therapeutic agents can be developed.
- Published
- 2019
70. Fluorescent Triazole Urea Activity‐Based Probes for the Single‐Cell Phenotypic Characterization of Staphylococcus aureus
- Author
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Linhai Chen, Laura J. Keller, Edward Cordasco, Matthew Bogyo, and Christian S. Lentz
- Subjects
General Medicine - Published
- 2019
71. Fluorescent Triazole Urea Activity‐Based Probes for the Single‐Cell Phenotypic Characterization of Staphylococcus aureus
- Author
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Laura J. Keller, Chen Linhai, Matthew Bogyo, Edward Cordasco, and Christian S. Lentz
- Subjects
Staphylococcus aureus ,Population ,Virulence ,010402 general chemistry ,medicine.disease_cause ,01 natural sciences ,Article ,Catalysis ,Serine ,Single-cell analysis ,medicine ,Humans ,Urea ,education ,Pathogen ,Fluorescent Dyes ,chemistry.chemical_classification ,education.field_of_study ,biology ,010405 organic chemistry ,General Chemistry ,Triazoles ,Enzyme assay ,0104 chemical sciences ,Phenotype ,Enzyme ,chemistry ,Biochemistry ,biology.protein - Abstract
Phenotypically distinct cellular (sub)populations are clinically relevant for the virulence and antibiotic resistance of a bacterial pathogen, but functionally different cells are usually indistinguishable from each other. Herein, we introduce fluorescent activity-based probes as chemical tools for the single-cell phenotypic characterization of enzyme activity levels in Staphylococcus aureus. We screened a 1,2,3-triazole urea library to identify selective inhibitors of fluorophosphonate-binding serine hydrolases and lipases in S. aureus and synthesized target-selective activity-based probes. Molecular imaging and activity-based protein profiling studies with these probes revealed a dynamic network within this enzyme family involving compensatory regulation of specific family members and exposed single-cell phenotypic heterogeneity. We propose the labeling of enzymatic activities by chemical probes as a generalizable method for the phenotyping of bacterial cells at the population and single-cell level.
- Published
- 2019
72. Catalytic linkage between caspase activity and proteostasis inArchaea
- Author
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Mansha Seth-Pasricha, Matthew Bogyo, Laura E. Sanman, Kay D. Bidle, Kelly A. Bidle, Vikas Nanda, and Stefan Senn
- Subjects
0303 health sciences ,Protease ,biology ,030306 microbiology ,medicine.medical_treatment ,Haloferax volcanii ,biology.organism_classification ,Proteomics ,Microbiology ,Cell biology ,03 medical and health sciences ,chemistry.chemical_compound ,Proteostasis ,Proteasome ,chemistry ,Unfolded protein response ,medicine ,biology.protein ,Canavanine ,Ecology, Evolution, Behavior and Systematics ,Caspase ,030304 developmental biology - Abstract
The model haloarchaeon, Haloferax volcanii possess an extremely high, and highly specific, basal caspase activity in exponentially growing cells that closely resembles caspase-4. This activity is specifically inhibited by the pan-caspase inhibitor, z-VAD-FMK, and has no cross-reactivity with other known protease families. Although it is one of the dominant cellular proteolytic activities in exponentially growing H. volcanii cells, the interactive cellular roles remain unknown and the protein(s) responsible for this activity remain elusive. Here, biochemical purification and in situ trapping with caspase targeted covalent inhibitors combined with genome-enabled proteomics, structural analysis, targeted gene knockouts and treatment with canavanine demonstrated a catalytic linkage between caspase activity and thermosomes, proteasomes and cdc48b, a cell division protein and proteasomal degradation facilitating ATPase, as part of an 'interactase' of stress-related protein complexes with an established link to the unfolded protein response (UPR). Our findings provide novel cellular and biochemical context for the observed caspase activity in Archaea and add new insight to understanding the role of this activity, implicating their possible role in the establishment of protein stress and ER associated degradation pathways in Eukarya.
- Published
- 2019
73. Covalent Modifiers of Botulinum Neurotoxin Counteract Toxin Persistence
- Author
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Matthew Bogyo, Shin-Ichiro Miyashita, Sebastian Loscher, Yi Shen, Brett M. Babin, Megan Garland, and Min Dong
- Subjects
Azoles ,0301 basic medicine ,Proteases ,Botulinum Toxins ,medicine.medical_treatment ,Isoindoles ,Pharmacology ,Endocytosis ,medicine.disease_cause ,01 natural sciences ,Biochemistry ,Article ,03 medical and health sciences ,In vivo ,Organoselenium Compounds ,medicine ,Humans ,Metalloproteinase ,Protease ,010405 organic chemistry ,Chemistry ,Toxin ,General Medicine ,0104 chemical sciences ,030104 developmental biology ,Covalent bond ,Molecular Medicine ,Fluorescein ,Cysteine - Abstract
Botulinum neurotoxins (BoNTs) are the most potent toxins known to man and a significant threat as weapons of bioterrorism. BoNTs contain a metalloprotease domain that blocks neurotransmitter release in nerve terminals, resulting in a descending, flaccid paralysis with a 5-10% mortality rate. Existing treatment options cannot access or neutralize the toxin following its endocytosis, so there is a clear need to develop novel therapies. Numerous substrate-based and zinc-chelating small-molecule inhibitors have been reported; however, none have progressed to the clinic. This is likely due to the difficulty that reversible inhibitors have in achieving sustained inhibition of the toxin, which has a half-life of months in vivo. An alternative strategy for mitigating BoNT persistence is covalent, irreversible inhibition of toxin function. However, few examples of covalent BoNT inhibitors have been reported. Here, we describe a competition-based screen to identify covalent modifiers of the conserved active-site-adjacent cysteine C165 in the BoNT/A serotype. We found that compounds containing cysteine-reactive electrophiles designed to target cysteine proteases failed to bind C165 while selenide compounds were efficient covalent binders of this cysteine. Importantly, covalent modification at C165 resulted in sustained, irreversible inhibition of BoNT/A protease activity. Covalent selenide inhibitors were nontoxic and protective in a neuronal assay of intoxication, making them promising new scaffolds for the study of the BoNT/A toxin as well as for the design of novel therapy agents.
- Published
- 2018
74. A Screen of Covalent Inhibitors In Mycobacterium Tuberculosis Identifies Serine Hydrolases Involved in Lipid Metabolism as Potential Therapeutic Targets
- Author
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Yishay Pinto, Laura J. Keller, Matthew Bogyo, Summer E. Vance, Andrew Eneim, Jonathan Z. Long, Brett M. Babin, Stephanie M. Terrell, Ami S. Bhatt, and Veronica L. Li
- Subjects
Serine ,chemistry.chemical_classification ,Mycobacterium tuberculosis ,Enzyme ,chemistry ,Biochemistry ,biology ,Mutant ,Activity-based proteomics ,Lipid metabolism ,biology.organism_classification ,Small molecule ,Biogenesis - Abstract
The increasing incidence of antibiotic-resistant Mycobacterium tuberculosis infections is a global health threat necessitating the development of new antibiotics. Serine hydrolases (SHs) are a promising class of targets because of their importance for the synthesis of the mycobacterial cell envelope. We screened a library of small molecules containing serine-reactive electrophiles and identified narrow spectrum inhibitors of M. tuberculous growth. Using these lead molecules, we performed competitive activity-based protein profiling and identified multiple SH targets, including enzymes with uncharacterized functions. Lipidomic analyses of compound-treated cultures revealed an accumulation of free lipids and a substantial decrease in lipooligosaccharides, linking SH inhibition to defects in cell envelope biogenesis. Mutant analysis revealed a path to resistance via the synthesis of mycocerates, but not through mutations to target enzymes. Our results suggest that simultaneous inhibition of multiple SH enzymes is likely to be an effective therapeutic strategy for the treatment of M. tuberculosis infections.
- Published
- 2021
75. The Thyroid Hormone Transporter Mct8 Restricts Cathepsin-Mediated Thyroglobulin Processing in Male Mice through Thyroid Auto-Regulatory Mechanisms that Encompass Autophagy
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Heike Heuer, Ulrich Schweizer, Vivien Reinecke, Adam Touzani, Mythili Manirajah, Maren Rehders, Matthew Bogyo, Klaudia Brix, Vaishnavi Venugopalan, Janine Golchert, Eva K. Wirth, Uwe Völker, Jonas Weber, Janine Kirstein, Alaa Al-Hashimi, Georg Homuth, and François Verrey
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0301 basic medicine ,Male ,endocrine system diseases ,medicine.medical_treatment ,Cathepsin L ,Cathepsin K ,Medizin ,Thyroid Gland ,thyroid auto-regulation ,lcsh:Chemistry ,Mice ,0302 clinical medicine ,lysosomal biogenesis ,lcsh:QH301-705.5 ,Spectroscopy ,monocarboxylate transporter 8 ,biology ,Symporters ,Chemistry ,Thyroid ,General Medicine ,Computer Science Applications ,medicine.anatomical_structure ,Pituitary Gland ,Thyroid function ,Monocarboxylic Acid Transporters ,medicine.medical_specialty ,Thyroid Hormones ,endocrine system ,autophagy ,Hypothalamus ,030209 endocrinology & metabolism ,Thyroglobulin ,Catalysis ,Article ,Inorganic Chemistry ,03 medical and health sciences ,Downregulation and upregulation ,Internal medicine ,medicine ,Animals ,Physical and Theoretical Chemistry ,Molecular Biology ,Cathepsin ,Organic Chemistry ,Biological Transport ,Mice, Inbred C57BL ,030104 developmental biology ,Endocrinology ,lcsh:Biology (General) ,lcsh:QD1-999 ,biology.protein ,cathepsins ,Hormone - Abstract
The thyroid gland is both a thyroid hormone (TH) generating as well as a TH responsive organ. It is hence crucial that cathepsin-mediated proteolytic cleavage of the precursor thyroglobulin is regulated and integrated with the subsequent export of TH into the blood circulation, which is enabled by TH transporters such as monocarboxylate transporters Mct8 and Mct10. Previously, we showed that cathepsin K-deficient mice exhibit the phenomenon of functional compensation through cathepsin L upregulation, which is independent of the canonical hypothalamus-pituitary-thyroid axis, thus, due to auto-regulation. Since these animals also feature enhanced Mct8 expression, we aimed to understand if TH transporters are part of the thyroid auto-regulatory mechanisms. Therefore, we analyzed phenotypic differences in thyroid function arising from combined cathepsin K and TH transporter deficiencies, i.e., in Ctsk-/-/Mct10-/-, Ctsk-/-/Mct8-/y, and Ctsk-/-/Mct8-/y/Mct10-/-. Despite the impaired TH export, thyroglobulin degradation was enhanced in the mice lacking Mct8, particularly in the triple-deficient genotype, due to increased cathepsin amounts and enhanced cysteine peptidase activities, leading to ongoing thyroglobulin proteolysis for TH liberation, eventually causing self-thyrotoxic thyroid states. The increased cathepsin amounts were a consequence of autophagy-mediated lysosomal biogenesis that is possibly triggered due to the stress accompanying intrathyroidal TH accumulation, in particular in the Ctsk-/-/Mct8-/y/Mct10-/- animals. Collectively, our data points to the notion that the absence of cathepsin K and Mct8 leads to excessive thyroglobulin degradation and TH liberation in a non-classical pathway of thyroid auto-regulation.
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- 2021
76. Improving Cancer Surgery Through Enzyme-activated Fluorescent Probes
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Matthew Bogyo
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chemistry.chemical_classification ,Enzyme ,Chemistry ,Cancer research ,Fluorescence ,Cancer surgery - Published
- 2021
77. Challenges for Targeting SARS-CoV-2 Proteases as a Therapeutic Strategy for COVID-19
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John C. Widen, Ruth Geiss-Friedlander, Berati Cerikan, Matthew Bogyo, Scott Lovell, Heeyoung Kim, Kas Steuten, Ryan K Muir, Ralf Bartenschlager, John M. Bennett, Brett M. Babin, Christoph Peters, Mirko Cortese, Christopher J. Neufeldt, Oguz Bolgi, Ouma Onguka, Steuten, K., Kim, H., Widen, J. C., Babin, B. M., Onguka, O., Lovell, S., Bolgi, O., Cerikan, B., Neufeldt, C. J., Cortese, M., Muir, R. K., Bennett, J. M., Geiss-Friedlander, R., Peters, C., Bartenschlager, R., and Bogyo, M.
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0301 basic medicine ,Proteases ,medicine.medical_treatment ,030106 microbiology ,papain-like protease ,Antiviral Agents ,TMPRSS2 ,Article ,Cathepsin L ,03 medical and health sciences ,Viral entry ,medicine ,Humans ,Protease Inhibitors ,Cathepsin ,Serine protease ,Protease ,biology ,Chemistry ,SARS-CoV-2 ,COVID-19 ,030104 developmental biology ,Infectious Diseases ,Drug development ,Viral replication ,Biochemistry ,main protease ,biology.protein ,cathepsin cross-reactivity ,viral entry ,Peptide Hydrolases - Abstract
Two proteases produced by the SARS-CoV-2 virus, Mproand PLpro, are essential for viral replication and have become the focus of drug development programs for treatment of COVID-19. We screened a highly focused library of compounds containing covalent warheads designed to target cysteine proteases to identify new lead scaffolds for both Mproand PLproproteases. These efforts identified a small number of hits for the Mproprotease and no viable hits for the PLproprotease. Of the Mprohits identified as inhibitors of the purified recombinant protease, only two compounds inhibited viral infectivity in cellular infection assays. However, we observed a substantial drop in antiviral potency upon expression of TMPRSS2, a transmembrane serine protease that acts in an alternative viral entry pathway to the lysosomal cathepsins. This loss of potency is explained by the fact that our lead Mproinhibitors are also potent inhibitors of host cell cysteine cathepsins. To determine if this is a general property of Mproinhibitors, we evaluated several recently reported compounds and found that they are also effective inhibitors of purified human cathepsin L and B and showed similar loss in activity in cells expressing TMPRSS2. Our results highlight the challenges of targeting Mproand PLproproteases and demonstrate the need to carefully assess selectivity of SARS-CoV-2 protease inhibitors to prevent clinical advancement of compounds that function through inhibition of a redundant viral entry pathway.
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- 2021
78. Plasmodium berghei K13 Mutations Mediate In Vivo Artemisinin Resistance That Is Reversed by Proteasome Inhibition
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Nelson V. Simwela, Andrew P. Waters, Matthew Bogyo, Dana Aghabi, Barbara H. Stokes, and David A. Fidock
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Plasmodium berghei ,medicine.medical_treatment ,Plasmodium falciparum ,Mutant ,malaria ,Dihydroartemisinin ,artemisinin resistance ,Microbiology ,03 medical and health sciences ,chemistry.chemical_compound ,In vivo ,Virology ,parasitic diseases ,medicine ,Artemisinin ,030304 developmental biology ,K13 ,0303 health sciences ,biology ,gene editing ,030306 microbiology ,biology.organism_classification ,QR1-502 ,3. Good health ,chemistry ,Artesunate ,Proteasome inhibitor ,medicine.drug - Abstract
The recent emergence of Plasmodium falciparum (PF) parasite resistance to the first line antimalarial drug artemisinin is of particular concern. Artemisinin resistance is primarily driven by mutations in the PF K13 protein, which enhance survival of early ring stage parasites treated with the artemisinin active metabolite dihydroartemisinin in vitro and associate with delayed parasite clearance in vivo. However, association of K13 mutations with in vivo artemisinin resistance has been problematic due to the absence of a tractable model. Herein, we have employed CRISPR/Cas9 genome editing to engineer selected orthologous PF K13 mutations into the K13 gene of an artemisinin-sensitive, P. berghei (PB) rodent model of malaria. Introduction of the orthologous PF K13 F446I, M476I, Y493H and R539T mutations into PB K13 produced gene-edited parasites with reduced susceptibility to dihydroartemisinin in the standard 24-hour in vitro assay and increased survival in an adapted in vitro ring-stage survival assay. Mutant PB K13 parasites also displayed delayed clearance in vivo upon treatment with artesunate and achieved faster recrudescence upon treatment with artemisinin. Orthologous C580Y and I543T mutations could not be introduced into PB while the equivalent of the M476I and R539T mutations resulted in significant growth defects. Furthermore, a Plasmodium-selective proteasome inhibitor strongly synergized dihydroartemisinin action in these PB K13 mutant lines, providing further evidence that the proteasome can be targeted to overcome ART resistance. Taken together, our work provides clear experimental evidence for the involvement of K13 polymorphisms in mediating susceptibility to artemisinins in vitro, and most importantly under in vivo conditions.IMPORTANCERecent successes in malaria control have been seriously threatened by the emergence of Plasmodium falciparum parasite resistance to the frontline artemisinin drugs in Southeast Asia. P. falciparum artemisinin resistance is associated with mutations in the parasite K13 protein, which associates with a delay in the time required to clear the parasites upon treatment with the drug. Gene editing technologies have been used to validate the role of several candidate K13 mutations in mediating P. falciparum artemisinin resistance in vitro under laboratory conditions. Nonetheless, the causal role of these mutations under in vivo conditions has been a matter of debate. Here, we have used CRISPR/Cas9 gene editing to introduce K13 mutations associated with artemisinin resistance into the related rodent-infecting parasite, P. berghei. Phenotyping of these P. berghei K13 mutant parasites provides evidence of their role in mediating artemisinin resistance in vivo, which supports in vitro artemisinin resistance observations. However, we were unable to introduce some of the P. falciparum K13 mutations (C580Y, I543T) into the corresponding amino acid residues, while other introduced mutations (M476I, R539T equivalents) carried a pronounced fitness cost. Our study provides evidence of a clear causal role of K13 mutations in modulating susceptibility to artemisinins in vitro and in vivo using the well-characterized P. berghei model. We also show that inhibition of the P. berghei proteasome offsets parasite resistance to artemisinins in these mutant lines.
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- 2020
79. A protease-activated, near-infrared fluorescent probe for early endoscopic detection of premalignant gastrointestinal lesions
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Matthew Bogyo, Aida Habtezion, Dimitris Gorpas, Megan Garland, Angelika Schnieke, Stefan Harmsen, Vasilis Ntziachristos, Nynke S. van den Berg, Hong Namkoong, Stephan Rogalla, Krzysztof Flisikowski, Joshua J. Yim, Sarah Glasl, Dieter Saur, Christopher H. Contag, Tatiana Flisikowska, Jose G. Vilches-Moure, and Sanjiv S. Gambhir
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Male ,Proteases ,Fluorescence-lifetime imaging microscopy ,Pathology ,medicine.medical_specialty ,Endoscope ,Colon ,Swine ,Colorectal cancer ,medicine.medical_treatment ,Fluorescence ,Mice ,Stomach Neoplasms ,medicine ,Animals ,Early Detection of Cancer ,Fluorescent Dyes ,Gastrointestinal Neoplasms ,Multidisciplinary ,Protease ,medicine.diagnostic_test ,business.industry ,Endoscopy ,Rats, Inbred Strains ,Biological Sciences ,medicine.disease ,Molecular Imaging ,Rats ,Gastrointestinal Tract ,Mice, Inbred C57BL ,Disease Models, Animal ,Dysplasia ,Colonic Neoplasms ,Female ,Activity-based Probe ,Early Detection ,High-risk Patients ,Colorectal Neoplasms ,business ,Precancerous Conditions - Abstract
Fluorescence imaging is currently being actively developed for surgical guidance; however, it remains underutilized for diagnostic and endoscopic surveillance of incipient colorectal cancer in high-risk patients. Here we demonstrate the utility and potential for clinical translation of a fluorescently labeled cathepsin-activated chemical probe to highlight gastrointestinal lesions. This probe stays optically dark until it is activated by proteases produced by tumor-associated macrophages and accumulates within the lesions, enabling their detection using an endoscope outfitted with a fluorescence detector. We evaluated the probe in multiple murine models and a human-scale porcine model of gastrointestinal carcinogenesis. The probe provides fluorescence-guided surveillance of gastrointestinal lesions and augments histopathological analysis by highlighting areas of dysplasia as small as 400 µm, which were visibly discernible with significant tumor-to-background ratios, even in tissues with a background of severe inflammation and ulceration. Given these results, we anticipate that this probe will enable sensitive fluorescence-guided biopsies, even in the presence of highly inflamed colorectal tissue, which will improve early diagnosis to prevent gastrointestinal cancers.
- Published
- 2020
80. Procathepsin V is secreted in a TSH regulated manner from human thyroid epithelial cells and is accessible to an activity-based probe
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Sebastian Springer, Klaudia Brix, Matthew Bogyo, Dagmar Führer, Ekkehard Weber, Maren Rehders, Zeynep Hein, Alaa Al-Hashimi, Naphannop Sereesongsaeng, Christopher J. Scott, Roberta E. Burden, and Vaishnavi Venugopalan
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Glycosylation ,endocrine system diseases ,medicine.medical_treatment ,Medizin ,Thyroid Gland ,Fluorescent Antibody Technique ,Gene Expression ,Thyrotropin ,Endoplasmic Reticulum ,Cysteine cathepsins ,lcsh:Chemistry ,Cathepsin L ,Genes, Reporter ,Thyroid stimulating hormone ,Cathepsin L2 ,Cathepsin V ,lcsh:QH301-705.5 ,Spectroscopy ,biology ,Chemistry ,Thyroid ,General Medicine ,Cell biology ,Computer Science Applications ,secretion ,Protein Transport ,medicine.anatomical_structure ,protein trafficking ,Thyroid function ,endocrine system ,Protein trafficking ,Article ,Catalysis ,Cell Line ,green fluorescent protein tagging ,Inorganic Chemistry ,medicine ,Humans ,Amino Acid Sequence ,Physical and Theoretical Chemistry ,Molecular Biology ,Secretion ,Thyroid Epithelial Cells ,Cathepsin ,cysteine cathepsins ,thyroid epithelial cells ,Cell Membrane ,Organic Chemistry ,Green fluorescent protein tagging ,thyroid stimulating hormone ,Cathepsins ,lcsh:Biology (General) ,lcsh:QD1-999 ,Thyroid epithelial cells ,biology.protein ,Thyroglobulin ,Lysosomes ,Biomarkers - Abstract
The significance of cysteine cathepsins for the liberation of thyroid hormones from the precursor thyroglobulin was previously shown by in vivo and in vitro studies. Cathepsin L is most important for thyroglobulin processing in mice. The present study aims at specifying the possible contribution of its closest relative, cysteine cathepsin L2/V, to thyroid function. Immunofluorescence analysis on normal human thyroid tissue revealed its predominant localization at the apical plasma membrane of thyrocytes and within the follicle lumen, indicating the secretion of cathepsin V and extracellular tasks rather than its acting within endo-lysosomes. To explore the trafficking pathways of cathepsin V in more detail, a chimeric protein consisting of human cathepsin V tagged with green fluorescent protein (GFP) was stably expressed in the Nthy-ori 3-1 thyroid epithelial cell line. Colocalization studies with compartment-specific markers and analyses of post-translational modifications revealed that the chimeric protein was sorted into the lumen of the endoplasmic reticulum and subsequently transported to the Golgi apparatus, while being N-glycosylated. Immunoblotting showed that the chimeric protein reached endo-lysosomes and it became secreted from the transduced cells. Astonishingly, thyroid stimulating hormone (TSH)-induced secretion of GFP-tagged cathepsin V occurred as the proform, suggesting that TSH upregulates its transport to the plasma membrane before it reaches endo-lysosomes for maturation. The proform of cathepsin V was found to be reactive with the activity-based probe DCG-04, suggesting that it possesses catalytic activity. We propose that TSH-stimulated secretion of procathepsin V is the default pathway in the thyroid to enable its contribution to thyroglobulin processing by extracellular means.
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- 2020
81. Pre-Trained Deep Convolutional Neural Network for Clostridioides Difficile Bacteria Cytotoxicity Classification Based on Fluorescence Images
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Joanna Jaworek-Korjakowska, Pawel Kleczek, Matthew Bogyo, Andrzej Brodzicki, and Megan Garland
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genetic structures ,Computer science ,medicine.drug_class ,Antibiotics ,02 engineering and technology ,transfer learning ,lcsh:Chemical technology ,Biochemistry ,Convolutional neural network ,Fluorescence ,Article ,Analytical Chemistry ,Machine Learning ,03 medical and health sciences ,0302 clinical medicine ,Clostridioides ,image analysis ,020204 information systems ,convolutional neural networks ,0202 electrical engineering, electronic engineering, information engineering ,medicine ,Humans ,lcsh:TP1-1185 ,030212 general & internal medicine ,Electrical and Electronic Engineering ,Instrumentation ,Bacterial disease ,biology ,business.industry ,Deep learning ,Pattern recognition ,biology.organism_classification ,fluorescence images ,Atomic and Molecular Physics, and Optics ,classification ,deep neural networks ,clostridioides difficile ,Neural Networks, Computer ,Artificial intelligence ,business ,Bacteria - Abstract
Clostridioides difficile infection (CDI) is an enteric bacterial disease that is increasing in incidence worldwide. Symptoms of CDI range from mild diarrhea to severe life-threatening inflammation of the colon. While antibiotics are standard-of-care treatments for CDI, they are also the biggest risk factor for development of CDI and recurrence. Therefore, novel therapies that successfully treat CDI and protect against recurrence are an unmet clinical need. Screening for novel drug leads is often tested by manual image analysis. The process is slow, tedious and is subject to human error and bias. So far, little work has focused on computer-aided screening for drug leads based on fluorescence images. Here, we propose a novel method to identify characteristic morphological changes in human fibroblast cells exposed to C. difficile toxins based on computer vision algorithms supported by deep learning methods. Classical image processing algorithms for the pre-processing stage are used together with an adjusted pre-trained deep convolutional neural network responsible for cell classification. In this study, we take advantage of transfer learning methodology by examining pre-trained VGG-19, ResNet50, Xception, and DenseNet121 convolutional neural network (CNN) models with adjusted, densely connected classifiers. We compare the obtained results with those of other machine learning algorithms and also visualize and interpret them. The proposed models have been evaluated on a dataset containing 369 images with 6112 cases. DenseNet121 achieved the highest results with a 93.5% accuracy, 92% sensitivity, and 95% specificity, respectively.
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- 2020
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82. Toxoplasma gondii serine hydrolases regulate parasite lipid mobilization during growth and replication within the host
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Micah J. Niphakis, Ouma Onguka, Stephanie M. Terrell, Piotr Cieplak, Kenneth M. Lum, Brett M. Babin, Neri Amara, Ian T. Foe, Matthew Bogyo, Markus Lakemeyer, and Jonathan Z. Long
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Clinical Biochemistry ,Protozoan Proteins ,01 natural sciences ,Biochemistry ,Esterase ,Article ,Substrate Specificity ,Small Molecule Libraries ,Serine ,chemistry.chemical_compound ,Thioesterase ,Catalytic Domain ,Drug Discovery ,Lipolysis ,Amino Acid Sequence ,Molecular Biology ,Phylogeny ,Pharmacology ,chemistry.chemical_classification ,biology ,010405 organic chemistry ,Chemistry ,Cholesterol ,Hydrolysis ,Serine Endopeptidases ,Toxoplasma gondii ,Lipid metabolism ,Plasmodium falciparum ,Lipid Metabolism ,biology.organism_classification ,Recombinant Proteins ,0104 chemical sciences ,Kinetics ,Enzyme ,Molecular Medicine ,lipids (amino acids, peptides, and proteins) ,Sequence Alignment ,Toxoplasma ,Intracellular - Abstract
SummaryThe intracellular protozoan parasite Toxoplasma gondii must scavenge cholesterol and other lipids from the host to facilitate intracellular growth and replication. Enzymes responsible for neutral lipid synthesis have been identified but there is no evidence for enzymes that catalyze lipolysis of cholesterol esters and esterified lipids. Here we characterize several T. gondii serine hydrolases with esterase and thioesterase activities that were previously thought to be depalmitoylating enzymes. We find they do not cleave palmitoyl thiol esters but rather hydrolyze short chain lipid esters. Deletion of one of the hydrolases results in alterations in levels of multiple lipids species. We also identify small molecule inhibitors of these hydrolases and show that treatment of parasites results in phenotypic defects reminiscent of parasites exposed to excess cholesterol or oleic acid. Together, these data characterize enzymes necessary for processing lipids critical for infection and highlight the potential for targeting parasite hydrolases for therapeutic applications.HighlightsBioinformatic and biochemical characterization of T. gondii serine hydrolases reveals substrate preference between enzymes with similar catalytic foldT. gondii serine hydrolases previously thought to be depalmitoylases are lipid metabolizing enzymesT. gondii lipid metabolism pathways utilize enzymes that are viable therapeutic targets
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- 2020
83. Short-Wave Infrared Fluorescence Chemical Sensor for Detection of Otitis Media
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David Zarabanda, Matthew Bogyo, David M. Huland, Surya Pratap Singh, Joshua J. Yim, Paola Solis-Pazmino, Martina Tholen, Zhixin Cao, Raana Kashfi-Sadabad, Anping Xia, and Tulio A. Valdez
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Pathology ,medicine.medical_specialty ,Ear, Middle ,Bioengineering ,Otoscopy ,02 engineering and technology ,01 natural sciences ,Fluorescence ,Middle ear infection ,medicine ,Short wave infrared ,Humans ,Otoscope ,Child ,Instrumentation ,Overdiagnoses ,Fluid Flow and Transfer Processes ,business.industry ,Otitis Media with Effusion ,Process Chemistry and Technology ,010401 analytical chemistry ,021001 nanoscience & nanotechnology ,Chemical sensor ,0104 chemical sciences ,Otitis Media ,medicine.anatomical_structure ,Otitis ,Child, Preschool ,Middle ear ,medicine.symptom ,0210 nano-technology ,business - Abstract
Otitis media (OM) or middle ear infection is one of the most common diseases in young children around the world. The diagnosis of OM is currently performed using an otoscope to detect middle ear fluid and inflammatory changes manifested in the tympanic membrane. However, conventional otoscopy cannot visualize across the tympanic membrane or sample middle ear fluid. This can lead to low diagnostic certainty and overdiagnoses of OM. To improve the diagnosis of OM, we have developed a short-wave infrared (SWIR) otoscope in combination with a protease-cleavable biosensor, 6QC-ICG, which can facilitate the detection of inflammatory proteases in the middle ear with an increase in contrast. 6QC-ICG is a fluorescently quenched probe, which is activated in the presence of cysteine cathepsin proteases that are up-regulated in inflammatory immune cells. Using a preclinical model and custom-built SWIR otomicroscope in this proof-of-concept study, we successfully demonstrated the feasibility of robustly distinguishing inflamed ears from controls (p = 0.0006). The inflamed ears showed an overall signal-to-background ratio of 2.0 with a mean fluorescence of 81 ± 17 AU, while the control ear exhibited a mean fluorescence of 41 ± 11 AU. We envision that these fluorescently quenched probes in conjunction with SWIR imaging tools have the potential to be used as an alternate/adjunct tool for objective diagnosis of OM.
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- 2020
84. Chemiluminescent Protease Probe for Rapid, Sensitive, and Inexpensive Detection of Live
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Brett M, Babin, Gabriela, Fernandez-Cuervo, Jessica, Sheng, Ori, Green, Alvaro A, Ordonez, Mitchell L, Turner, Laura J, Keller, Sanjay K, Jain, Doron, Shabat, and Matthew, Bogyo
- Subjects
Research Article - Abstract
Tuberculosis (TB) is a top-ten cause of death worldwide. Successful treatment is often limited by insufficient diagnostic capabilities, especially at the point of care in low-resource settings. The ideal diagnostic must be fast, be cheap, and require minimal clinical resources while providing high sensitivity, selectivity, and the ability to differentiate live from dead bacteria. We describe here the development of a fast, luminescent, and affordable sensor of Hip1 (FLASH) for detecting and monitoring drug susceptibility of Mycobacterium tuberculosis (Mtb). FLASH is a selective chemiluminescent substrate for the Mtb protease Hip1 that, when processed, produces visible light that can be measured with a high signal-to-noise ratio using inexpensive sensors. FLASH is sensitive to fmol of recombinant Hip1 enzyme in vitro and can detect as few as thousands of Mtb cells in culture or in human sputum samples within minutes. The probe is highly selective for Mtb compared to other nontuberculous mycobacteria and can distinguish live from dead cells. Importantly, FLASH can be used to measure antibiotic killing of Mtb in culture with greatly accelerated timelines compared to traditional protocols. Overall, FLASH has the potential to enhance both TB diagnostics and drug resistance monitoring in resource-limited settings., FLASH is a sensitive and selective chemiluminescent protease probe for quantification and drug susceptibility testing of Mycobacterium tuberculosis, the causative agent of tuberculosis.
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- 2020
85. Fluorescent image-guided surgery in breast cancer by intravenous application of a quenched fluorescence activity-based probe for cysteine cathepsins in a syngeneic mouse model
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Elisabeth G.E. de Vries, Eric S. Bensen, Hetty Timmer-Bosscha, Carolien P. Schröder, Frans V. Suurs, Si-Qi Qiu, Matthew Bogyo, John T Santini, Joshua J. Yim, Gooitzen M. van Dam, Guided Treatment in Optimal Selected Cancer Patients (GUTS), Basic and Translational Research and Imaging Methodology Development in Groningen (BRIDGE), and Microbes in Health and Disease (MHD)
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,Surgical margin ,Biodistribution ,Pathology ,medicine.medical_specialty ,lcsh:R895-920 ,Indocyanine green (ICG) ,Quenched fluorescent activity-based probe (qABP) ,03 medical and health sciences ,0302 clinical medicine ,Breast cancer ,In vivo ,medicine ,Radiology, Nuclear Medicine and imaging ,030304 developmental biology ,Original Research ,0303 health sciences ,Cathepsin targeting ,business.industry ,Image-guided surgery (IGS) ,medicine.disease ,Fluorescence ,Image-guided surgery ,030220 oncology & carcinogenesis ,Molecular imaging ,business ,Ex vivo - Abstract
Purpose The reoperation rate for breast-conserving surgery is as high as 15–30% due to residual tumor in the surgical cavity after surgery. In vivo tumor-targeted optical molecular imaging may serve as a red-flag technique to improve intraoperative surgical margin assessment and to reduce reoperation rates. Cysteine cathepsins are overexpressed in most solid tumor types, including breast cancer. We developed a cathepsin-targeted, quenched fluorescent activity-based probe, VGT-309, and evaluated whether it could be used for tumor detection and image-guided surgery in syngeneic tumor-bearing mice. Methods Binding specificity of the developed probe was evaluated in vitro. Next, fluorescent imaging in BALB/c mice bearing a murine breast tumor was performed at different time points after VGT-309 administration. Biodistribution of VGT-309 after 24 h in tumor-bearing mice was compared to control mice. Image-guided surgery was performed at multiple time points tumors with different clinical fluorescent camera systems and followed by ex vivo analysis. Results The probe was specifically activated by cathepsins X, B/L, and S. Fluorescent imaging revealed an increased tumor-to-background contrast over time up to 15.1 24 h post probe injection. In addition, VGT-309 delineated tumor tissue during image-guided surgery with different optical fluorescent imaging camera systems. Conclusion These results indicate that optical fluorescent molecular imaging using the cathepsin-targeted probe, VGT-309, may improve intraoperative tumor detection, which could translate to more complete tumor resection when coupled with commercially available surgical tools and techniques.
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- 2020
86. A chemiluminescent protease probe for rapid, sensitive, and inexpensive detection of liveMycobacterium tuberculosis
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Jessica Sheng, Sanjay K. Jain, Alvaro A. Ordonez, Gabriela Fernandez-Cuervo, Doron Shabat, Brett M. Babin, Matthew Bogyo, Mitchell L. Turner, Laura J. Keller, and Ori Green
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Tuberculosis ,Protease ,biology ,business.industry ,medicine.medical_treatment ,Drug resistance ,medicine.disease ,biology.organism_classification ,Highly selective ,Microbiology ,law.invention ,Mycobacterium tuberculosis ,Flash (photography) ,law ,medicine ,business ,Chemiluminescence ,Point of care - Abstract
Tuberculosis (TB) is a top-ten cause of death worldwide. Successful treatment is often limited by insufficient diagnostic capabilities, especially at the point of care in low-resource settings. The ideal diagnostic must be fast, cheap, and require minimal clinical resources while providing high sensitivity, selectivity, and the ability to differentiate live from dead bacteria. We describe here the development of a Fast, Luminescent, and Affordable Sensor of Hip1 (FLASH) for the diagnosis and monitoring of drug sensitivity ofMycobacterium tuberculosis(Mtb). FLASH is a selective chemiluminescent substrate for theMtbprotease Hip1 that when processed, produces visible light that can be measured with a high signal to noise ratio using inexpensive sensors. FLASH is sensitive to fmol of recombinant Hip1 enzymein vitroand can detect as few as thousands ofMtbcells in culture or in human sputum samples within minutes. The probe is highly selective forMtbcompared to other non-tuberculous mycobacteria and can distinguish live from dead cells. Importantly, FLASH can be used to measure antibiotic killing ofMtbin culture with greatly accelerated timelines compared to traditional protocols. Overall, FLASH has the potential to enhance both TB diagnostics and drug resistance monitoring in resource-limited settings.One Sentence SummaryA luminescent probe enables sensitive detection ofMycobacterium tuberculosisfor diagnostics, treatment monitoring, and drug susceptibility testing.
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- 2020
87. Structural Basis for the Inhibitor and Substrate Specificity of the Unique Fph Serine Hydrolases of
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Matthias, Fellner, Christian S, Lentz, Sam A, Jamieson, Jodi L, Brewster, Linhai, Chen, Matthew, Bogyo, and Peter D, Mace
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Staphylococcus aureus ,Hydrolases ,Serine ,Animals ,Staphylococcal Infections ,Substrate Specificity - Published
- 2020
88. Design of optical imaging probes by screening of diverse substrate libraries directly in disease tissue extracts
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Euna Yoo, Martina Tholen, Marcin Drag, Matthew Bogyo, Joshua J. Yim, Brock A. Martin, Katarzyna Groborz, and Nynke S. van den Berg
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chemistry.chemical_classification ,Mammary tumor ,Proteases ,Optical imaging ,chemistry ,In vivo ,Tissue extracts ,medicine ,Substrate (chemistry) ,Cancer ,Peptide ,Computational biology ,medicine.disease - Abstract
Fluorescently-quenched probes that are specifically activated in the cancer microenvironment have great potential application for diagnosis, early detection and surgical guidance. These probes are often designed to target specific enzymes associated with disease by direct optimization using single purified targets. However, this can result in painstaking chemistry efforts to produce a probe with suboptimal performance when applied in vivo. We describe here an alternate, unbiased activity-profiling approach in which whole tissue extracts are used to directly identify optimal peptide sequences for probe design. Screening of mouse mammary tumor extracts with a hybrid combinatorial substrate library (HyCoSuL) identified a combination of natural and non-natural amino acid residues that could be used to generate highly efficient tumor-specific fluorescently quenched substrate probes. The most effective probe is significantly brighter than any of our previously reported tumor imaging probes designed for specific proteases and robustly discriminates tumor tissue from adjacent healthy tissue in a mouse model of cancer. Importantly, although the probes were developed by screening mouse mammary tumor tissues, they are able to effectively distinguish human ductal carcinomas from normal breast tissue with similar reactivity profiles to those observed in mouse tissues. This new strategy simplifies and enhances the process of probe optimization by direct screening in a tissue of interest without any a priori knowledge of enzyme targets. It has the potential to be applied to advance the development of probes for diverse disease states for which clinical or animal model tissues are available.
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- 2020
89. The Clinical Drug Ebselen Attenuates Inflammation and Promotes Microbiome Recovery in Mice after Antibiotic Treatment for CDI
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Matthew Bogyo, Justin L. Sonnenburg, Sebastian Loscher, Martina Tholen, Kristina Oresic Bender, Megan Garland, Will Van Treuren, and Andrew J. Hryckowian
- Subjects
Male ,Toxic megacolon ,vancomycin ,microbiome recovery ,Isoindoles ,microbiome diversity ,General Biochemistry, Genetics and Molecular Biology ,Article ,chemistry.chemical_compound ,Mice ,Cricetinae ,Organoselenium Compounds ,medicine ,Animals ,antibitoic treatment ,Microbiome ,Colitis ,Enterocolitis, Pseudomembranous ,Inflammation ,lcsh:R5-920 ,Bacterial disease ,Mesocricetus ,Ebselen ,business.industry ,Clostridioides difficile ,clostridium difficile ,Clostridium difficile ,medicine.disease ,Gastrointestinal Microbiome ,Disease Models, Animal ,chemistry ,Immunology ,Clostridium Infections ,Vancomycin ,Dysbiosis ,Female ,ebselen ,lcsh:Medicine (General) ,business ,medicine.drug - Abstract
SUMMARY Clostridium difficile infection (CDI) is an enteric bacterial disease that is increasing in prevalence worldwide. C. difficile capitalizes on gut inflammation and microbiome dysbiosis to establish infection, with symptoms ranging from watery diarrhea to toxic megacolon. We reported that the safe-in-human clinical drug ebselen (ClinicalTrials.gov: NCT03013400, NCT01452607, NCT00762671, and NCT02603081) has biochemical, cell-based, and in vivo efficacy against the toxins of C. difficile. Here, we show that ebselen treatment reduces recurrence rates and decreases colitis in a hamster model of relapsing CDI. Furthermore, ebselen treatment does not alter microbiome diversity and promotes recovery back to that of healthy controls after antibiotic-induced dysbiosis in healthy and C. difficile-infected mice. This increased microbiome recovery upon ebselen treatment correlates with a decrease in host-derived inflammatory markers, suggesting that the anti-inflammatory properties of ebselen, combined with its anti-toxin function, help to mitigate the major clinical challenges of CDI, including recurrence, microbial dysbiosis, and colitis., In Brief Garland et al. show in a hamster model that the safe-in-human molecule ebselen, with its anti-toxin and anti-inflammatory activity, decreases colitis, and prevents reoccurrence of C. difficile infection. Ebselen also helps to reduce inflammation and promote recovery of microbiome diversity after antibiotic treatment in mice., Graphical Abstract
- Published
- 2020
90. Methods for analysis of near-infrared (NIR) quenched-fluorescent contrast agents in mouse models of cancer
- Author
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John C, Widen, Martina, Tholen, Joshua J, Yim, and Matthew, Bogyo
- Subjects
Mice ,Neoplasms ,Animals ,Contrast Media ,Fluorescent Dyes - Abstract
Optical contrast agents containing near-infrared (NIR) fluorophores are useful for visualizing biological landmarks, enzyme activities and biological processes in live animals and humans. Activatable (smart) quenched-fluorescent probes are sensors that become fluorescent after processing by an enzyme or in response to a physiological change (i.e., pH, ROS, etc.). Recently, there has been increased interest in developing activatable probes for research and clinical applications. This requires evaluation using in vivo animal models to gain insights into the pharmacodynamic and pharmacokinetic properties of a given probe. Important parameters to measure when evaluating quenched-fluorescent probes are signal brightness and signal-to-background ratios, which define the sensitivity and specificity of a probe. In this chapter, we discuss methods to evaluate activatable quenched-fluorescent probes in mouse models of cancer. Quantification of fluorescent signal intensity, calculation of tumor-to-background ratios, comparison of fluorescent activation in specific organ compartments, and fluorescence scanning of sectioned tissue will be discussed.
- Published
- 2020
91. Structural basis for active-site probes targeting Staphylococcus aureus serine hydrolase virulence factors
- Author
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Matthias Fellner, Christian S. Lentz, Jodi L. Brewster, Chen Linhai, Sam A. Jamieson, Matthew Bogyo, and Peter D. Mace
- Subjects
Serine ,Biochemistry ,Protein family ,Staphylococcus aureus ,Chemistry ,Docking (molecular) ,medicine ,Virulence ,Serine hydrolase ,Homology modeling ,medicine.disease_cause ,Esterase - Abstract
SummaryStaphylococcus aureus is a major cause of infection in the community and in hospitals. Serine hydrolases play key roles in bacterial homeostasis, in particular biofilms. Activity-based profiling has previously identified a family of serine hydrolases, designated fluorophosphonate-binding hydrolases (Fphs), which contribute to virulence of S. aureus in the biofilm niche. Here we report structures of the putative tributyrin esterase FphF, alone and covalently bound by a substrate analog, and small molecule inhibitors that occupy the hydrophobic substrate-binding pocket. We show that FphF has promiscuous esterase activity. Building from this, we extended our analysis to the wider Fph protein family using homology modeling and docking tools. We predict that other Fph enzymes, including FphB which was linked directly to virulence, may be more specific than FphF. This study provides insight into Fph function and a template for designing new imaging agents, diagnostic probes, and inhibitors to treat S. aureus infections.
- Published
- 2020
92. Characterization of Serine Hydrolases Across Clinical Isolates of Commensal Skin Bacteria
- Author
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Laura J, Keller, Christian S, Lentz, Y Erin, Chen, Rebecca J, Metivier, Eranthie, Weerapana, Michael A, Fischbach, and Matthew, Bogyo
- Subjects
Staphylococcus aureus ,Bacterial Proteins ,Hydrolases ,Virulence Factors ,Serine ,Staphylococcus epidermidis ,Humans ,Staphylococcal Infections ,Skin - Abstract
The bacterial genus
- Published
- 2020
93. A Protease-Activated Fluorescent Probe Allows Rapid Visualization of Keratinocyte Carcinoma During Excision
- Author
-
Matthew Bogyo, Jeffrey Scott, Mark Biro, Ethan Walker, Brian Straight, Rachel Mistur, Joshua J. Yim, Inyoung Kim, Harib Ezaldein, Sukanya Raj Iyer, Bo Zhou, Yiqiao Liu, Miesha Merati, David L. Wilson, Daniel L. Popkin, James P. Basilion, and Margaret W. Mann
- Subjects
0301 basic medicine ,Keratinocytes ,Male ,Cancer Research ,medicine.medical_specialty ,Skin Neoplasms ,Dermatologic Surgical Procedures ,Sensitivity and Specificity ,Article ,03 medical and health sciences ,Basal (phylogenetics) ,0302 clinical medicine ,Carcinoma ,Medicine ,Humans ,Aged ,Aged, 80 and over ,Tumor microenvironment ,business.industry ,Optical Imaging ,Cancer ,Margins of Excision ,Histology ,Middle Aged ,medicine.disease ,030104 developmental biology ,medicine.anatomical_structure ,Oncology ,Surgery, Computer-Assisted ,Carcinoma, Basal Cell ,030220 oncology & carcinogenesis ,Carcinoma, Squamous Cell ,Female ,Radiology ,Skin cancer ,business ,Keratinocyte ,Ex vivo - Abstract
Keratinocyte carcinomas, including basal and squamous cell carcinomas, are the most common human cancers worldwide. While 75% of all keratinocyte carcinoma (4 million annual cases in the United States) are treated with conventional excision, this surgical modality has much lower cure rates than Mohs micrographic surgery, likely due to the bread-loaf histopathologic assessment that visualizes Significance: A fluorescent-probe-tumor-visualization platform was developed and validated in human keratinocyte carcinoma excision specimens that may provide simple, rapid, and global assessment of margins during skin cancer excision, allowing same-day reexcision when needed.
- Published
- 2020
94. Methods for analysis of near-infrared (NIR) quenched-fluorescent contrast agents in mouse models of cancer
- Author
-
John C. Widen, Matthew Bogyo, Joshua J. Yim, and Martina Tholen
- Subjects
0303 health sciences ,Fluorescence-lifetime imaging microscopy ,Optical contrast ,Chemistry ,media_common.quotation_subject ,030303 biophysics ,Near-infrared spectroscopy ,Signal ,Fluorescence ,03 medical and health sciences ,In vivo ,Biophysics ,Contrast (vision) ,Signal intensity ,media_common - Abstract
Optical contrast agents containing near-infrared (NIR) fluorophores are useful for visualizing biological landmarks, enzyme activities and biological processes in live animals and humans. Activatable (smart) quenched-fluorescent probes are sensors that become fluorescent after processing by an enzyme or in response to a physiological change (i.e., pH, ROS, etc.). Recently, there has been increased interest in developing activatable probes for research and clinical applications. This requires evaluation using in vivo animal models to gain insights into the pharmacodynamic and pharmacokinetic properties of a given probe. Important parameters to measure when evaluating quenched-fluorescent probes are signal brightness and signal-to-background ratios, which define the sensitivity and specificity of a probe. In this chapter, we discuss methods to evaluate activatable quenched-fluorescent probes in mouse models of cancer. Quantification of fluorescent signal intensity, calculation of tumor-to-background ratios, comparison of fluorescent activation in specific organ compartments, and fluorescence scanning of sectioned tissue will be discussed.
- Published
- 2020
95. Identification of Plasmodium dipeptidyl aminopeptidase allosteric inhibitors by high throughput screening
- Author
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Kenny K. H. Ang, Michelle R. Arkin, Matthew Bogyo, Edgar Deu, Steven Chen, Laura E. de Vries, Mateo I. Sánchez, Christine Lehmann, Jeong T. Lee, and Christopher W. Wilson
- Subjects
0301 basic medicine ,Plasmodium ,Peptidomimetic ,lnfectious Diseases and Global Health Radboud Institute for Molecular Life Sciences [Radboudumc 4] ,Druggability ,Drug Evaluation, Preclinical ,Protozoan Proteins ,Biochemistry ,Cathepsin C ,0302 clinical medicine ,Cysteine Proteases ,Medicine and Health Sciences ,Enzyme Inhibitors ,Cells, Cultured ,Protozoans ,Multidisciplinary ,Cultured ,biology ,Malarial Parasites ,Eukaryota ,Drugs ,Proteases ,Preclinical ,3. Good health ,Enzymes ,Drug development ,030220 oncology & carcinogenesis ,Medicine ,Research Article ,General Science & Technology ,Cells ,Science ,Allosteric regulation ,Plasmodium falciparum ,Cysteine Proteinase Inhibitors ,Parasite Replication ,03 medical and health sciences ,Antimalarials ,All institutes and research themes of the Radboud University Medical Center ,Parasite Groups ,Parasitic Diseases ,Humans ,Dipeptidyl-Peptidases and Tripeptidyl-Peptidases ,Cathepsin ,Pharmacology ,Organisms ,Biology and Life Sciences ,Proteins ,biology.organism_classification ,Tropical Diseases ,Parasitic Protozoans ,Malaria ,030104 developmental biology ,Enzymology ,Drug Evaluation ,Parasitology ,Apicomplexa - Abstract
Dipeptidyl aminopeptidases (DPAPs) are cysteine proteases that cleave dipeptides from the N-terminus of protein substrates and have been shown to play important roles in many pathologies including parasitic diseases such as malaria, toxoplasmosis and Chagas's disease. Inhibitors of the mammalian homologue cathepsin C have been used in clinical trials as potential drugs to treat chronic inflammatory disorders, thus proving that these enzymes are druggable. In Plasmodium species, DPAPs play important functions at different stages of parasite development, thus making them potential antimalarial targets. Most DPAP inhibitors developed to date are peptide-based or peptidomimetic competitive inhibitors. Here, we used a high throughput screening approach to identify novel inhibitor scaffolds that block the activity of Plasmodium falciparum DPAP1. Most of the hits identified in this screen also inhibit Plasmodium falciparum DPAP3, cathepsin C, and to a lesser extent other malarial clan CA proteases, indicating that these might be general DPAP inhibitors. Interestingly, our mechanism of inhibition studies indicate that most hits are allosteric inhibitors, which opens a completely new strategy to inhibit these enzymes, study their biological function, and potentially develop new inhibitors as starting points for drug development.
- Published
- 2019
96. Defining the Determinants of Specificity of Plasmodium Proteasome Inhibitors
- Author
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Hanna De Jong, Caroline L. Ng, Nina Lawrence, Arnold Garcia, Manu Vanaerschot, T. R.S. Kumar, Matthew Bogyo, Jeremiah D. Momper, Euna Yoo, Renier van der Westhuyzen, David A. Fidock, Mathew Njoroge, and Barbara H. Stokes
- Subjects
0301 basic medicine ,Proteasome Endopeptidase Complex ,Plasmodium falciparum ,High selectivity ,Peptide binding ,Computational biology ,01 natural sciences ,Biochemistry ,Plasmodium ,Article ,Catalysis ,Dose-Response Relationship ,Structure-Activity Relationship ,03 medical and health sciences ,Rare Diseases ,Colloid and Surface Chemistry ,medicine ,Structure–activity relationship ,Artemisinin ,Enhanced selectivity ,Dose-Response Relationship, Drug ,Molecular Structure ,biology ,010405 organic chemistry ,Extramural ,Chemistry ,General Chemistry ,biology.organism_classification ,Artemisinins ,Malaria ,0104 chemical sciences ,Vector-Borne Diseases ,Infectious Diseases ,Orphan Drug ,Good Health and Well Being ,030104 developmental biology ,Proteasome ,5.1 Pharmaceuticals ,Chemical Sciences ,Drug ,Development of treatments and therapeutic interventions ,Infection ,Proteasome Inhibitors ,medicine.drug - Abstract
The Plasmodium proteasome is an emerging antimalarial target due to its essential role in all the major life cycle stages of the parasite and its contribution to the establishment of resistance to artemisinin (ART)-based therapies. However, because of a similarly essential role for the host proteasome, the key property of any antiproteasome therapeutic is selectivity. Several parasite-specific proteasome inhibitors have recently been reported, however, their selectivity must be improved to enable clinical development. Here we describe screening of diverse libraries of non-natural synthetic fluorogenic substrates to identify determinants at multiple positions on the substrate that produce enhanced selectivity. We find that selection of an optimal electrophilic "warhead" is essential to enable high selectivity that is driven by the peptide binding elements on the inhibitor. We also find that host cell toxicity is dictated by the extent of coinhibition of the human β2 and β5 subunits. Using this information, we identify compounds with over 3 orders of magnitude selectivity for the parasite enzyme. Optimization of the pharmacological properties resulted in molecules that retained high potency and selectivity, were soluble, sufficiently metabolically stable and orally bioavailable. These molecules are highly synergistic with ART and can clear parasites in a mouse model of infection, making them promising leads as antimalarial drugs.
- Published
- 2018
97. Selective activation of PFKL suppresses the phagocytic oxidative burst
- Author
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Maria A. Voronkova, Madison P. Cooper, Justin M. Kollman, Kebing Yu, Kim Newton, Steven T. Staben, Eric M. Lynch, Taylur P. Ma, Dewakar Sangaraju, Vishva M. Dixit, Neri Amara, Zijuan Lai, Matthew Bogyo, Bradley A. Webb, and Nobuhiko Kayagaki
- Subjects
Models, Molecular ,Neutrophils ,Phosphofructokinase-1 ,Pentose phosphate pathway ,General Biochemistry, Genetics and Molecular Biology ,Article ,Neutrophil Activation ,chemistry.chemical_compound ,Allosteric Regulation ,Phagocytosis ,Humans ,Glycolysis ,Phosphofructokinase-1, Liver Type ,Protein Kinase Inhibitors ,Respiratory Burst ,chemistry.chemical_classification ,Reactive oxygen species ,Phagocytes ,Microbial Viability ,NADPH oxidase ,biology ,Intracellular Signaling Peptides and Proteins ,NADPH Oxidases ,Epithelial Cells ,Phosphate-Binding Proteins ,Adenosine Monophosphate ,Recombinant Proteins ,Cell biology ,Respiratory burst ,Adenosine Diphosphate ,Enzyme Activation ,Kinetics ,Glucose ,chemistry ,PFKM ,PFKP ,biology.protein ,Tetradecanoylphorbol Acetate ,Nicotinamide adenine dinucleotide phosphate - Abstract
SUMMARY In neutrophils, nicotinamide adenine dinucleotide phosphate (NADPH) generated via the pentose phosphate pathway fuels NADPH oxidase NOX2 to produce reactive oxygen species for killing invading pathogens. However, excessive NOX2 activity can exacerbate inflammation, as in acute respiratory distress syndrome (ARDS). Here, we use two unbiased chemical proteomic strategies to show that small-molecule LDC7559, or a more potent designed analog NA-11, inhibits the NOX2-dependent oxidative burst in neutrophils by activating the glycolytic enzyme phosphofructokinase-1 liver type (PFKL) and dampening flux through the pentose phosphate pathway. Accordingly, neutrophils treated with NA-11 had reduced NOX2-dependent outputs, including neutrophil cell death (NETosis) and tissue damage. A high-resolution structure of PFKL confirmed binding of NA-11 to the AMP/ADP allosteric activation site and explained why NA-11 failed to agonize phosphofructokinase-1 platelet type (PFKP) or muscle type (PFKM). Thus, NA-11 represents a tool for selective activation of PFKL, the main phosphofructokinase-1 isoform expressed in immune cells., Graphical Abstract, In brief The small molecule LDC7559 and its more potent analog, NA-11, suppress excessive NOX2-dependent oxidative burst and NETosis, as well as subsequent tissue damage and inflammation, without compromising basal ROS production. They selectively activate the glycolytic enzyme phosphofructokinase-1 liver type (PFKL) to suppress glycolytic flux through the pentose phosphate pathway that leads to NOX2-dependent outputs.
- Published
- 2021
98. Optimization of a Protease Activated Probe for Optical Surgical Navigation
- Author
-
Jonathan M. Sorger, Matthew Bogyo, Alwin Klaassen, Joshua J. Yim, and Martina Tholen
- Subjects
Indocyanine Green ,Proteases ,genetic structures ,Optical contrast ,medicine.medical_treatment ,Contrast Media ,Pharmaceutical Science ,Video-Assisted Surgery ,Nanotechnology ,010402 general chemistry ,01 natural sciences ,Mice ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Cell Line, Tumor ,Neoplasms ,Small animal ,Drug Discovery ,medicine ,Animals ,Clinical imaging ,Fluorescent Dyes ,Mice, Inbred BALB C ,Protease ,Mammary Neoplasms, Experimental ,Small molecule ,eye diseases ,Molecular Imaging ,0104 chemical sciences ,chemistry ,030220 oncology & carcinogenesis ,Protease substrate ,Molecular Medicine ,Female ,Indocyanine green ,Peptide Hydrolases ,Biomedical engineering - Abstract
Molecularly targeted optical contrast agents have the potential to enable surgeons to visualize specific molecular markers that can help improve surgical precision and thus outcomes. Fluorescently quenched substrates can be used to highlight tumor lesions by targeting proteases that are highly abundant in the tumor microenvironment. However, the majority of these and other molecularly targeted optical contrast agents are labeled with reporter dyes that are not ideally matched to the properties of clinical camera systems, which are typically optimized for detection of indocyanine-green (ICG). While a wide range of near-infrared (NIR) dyes are suitable for use with highly sensitive and highly tunable research-focused small animal imaging systems, most have not been evaluated for use with commonly used clinical imaging systems. Here we report the optimization of a small molecule fluorescently quenched protease substrate probe 6QC-ICG, which uses the indocyanine green (ICG) dye as its optical reporter. We evaluated dosing and kinetic parameters of this molecule in tumor-bearing mice and observed optimal tumor over background signals in as little as 90 min with a dose of 2.3 mg/kg. Importantly, the fluorescence intensity of the probe signal in tumors did not linearly scale with dose, suggesting the importance of detailed dosing studies. Furthermore, when imaged using the FDA approved da Vinci Si surgical system with Firefly detection, signals were significantly higher for the ICG probe compared to a corresponding probe containing a dye with similar quantum yield but with a slightly shifted excitation and emission profile. The increased signal intensity generated by the optimal dye and dose of the ICG labeled probe enabled detection of small, flat lesions that were less than 5 mm in diameter. Therefore, 6QC-ICG is a highly sensitive probe that performs optimally with clinical imaging systems and has great potential for applications in optical surgical navigation.
- Published
- 2017
99. Inhibition of NGLY1 Inactivates the Transcription Factor Nrf1 and Potentiates Proteasome Inhibitor Cytotoxicity
- Author
-
Agnes Rafalko, Deirdre Foley, Frederick M. Tomlin, Sandra Clauder-Muenster, Lars M. Steinmetz, William F. Mueller, Naoko Matsui, Ryan A. Flynn, Christian S. Lentz, Yi-Chang Liu, Tadashi Suzuki, Diana Ordoñez-Rueda, Ulla I. M. Gerling-Driessen, Senthil K. Radhakrishnan, Janakiram R. Vangala, Matthew Bogyo, Carolyn R. Bertozzi, Petra Jakob, and Malte Paulsen
- Subjects
0301 basic medicine ,General Chemical Engineering ,Endoplasmic-reticulum-associated protein degradation ,Biology ,lcsh:Chemistry ,03 medical and health sciences ,medicine ,NRF1 ,Cytotoxicity ,NGLY1 ,Transcription factor ,030304 developmental biology ,0303 health sciences ,Chemistry ,030302 biochemistry & molecular biology ,General Chemistry ,Small molecule ,NFE2L1 ,Cell biology ,3. Good health ,Cytosol ,Proteostasis ,030104 developmental biology ,Proteasome ,lcsh:QD1-999 ,Cancer research ,Proteasome inhibitor ,medicine.drug ,Research Article - Abstract
Proteasome inhibitors are used to treat blood cancers such as multiple myeloma (MM) and mantle cell lymphoma. The efficacy of these drugs is frequently undermined by acquired resistance. One mechanism of proteasome inhibitor resistance may involve the transcription factor Nuclear Factor, Erythroid 2 Like 1 (NFE2L1, also referred to as Nrf1), which responds to proteasome insufficiency or pharmacological inhibition by upregulating proteasome subunit gene expression. This “bounce-back” response is achieved through a unique mechanism. Nrf1 is constitutively translocated into the ER lumen, N-glycosylated, and then targeted for proteasomal degradation via the ER-associated degradation (ERAD) pathway. Proteasome inhibition leads to accumulation of cytosolic Nrf1, which is then processed to form the active transcription factor. Here we show that the cytosolic enzyme N-glycanase 1 (NGLY1, the human PNGase) is essential for Nrf1 activation in response to proteasome inhibition. Chemical or genetic disruption of NGLY1 activity results in the accumulation of misprocessed Nrf1 that is largely excluded from the nucleus. Under these conditions, Nrf1 is inactive in regulating proteasome subunit gene expression in response to proteasome inhibition. Through a small molecule screen, we identified a cell-active NGLY1 inhibitor that disrupts the processing and function of Nrf1. The compound potentiates the cytotoxicity of carfilzomib, a clinically used proteasome inhibitor, against MM and T cell-derived acute lymphoblastic leukemia (T-ALL) cell lines. Thus, NGLY1 inhibition prevents Nrf1 activation and represents a new therapeutic approach for cancers that depend on proteasome homeostasis., The cytosolic N-glycanase NGLY1 is required for activation of the transcription factor Nrf1 and the proteasome bounce-back pathway. Proteasome inhibitor cytotoxicity increases upon NGLY1 inhibition.
- Published
- 2017
100. Protein Degradation Systems as Antimalarial Therapeutic Targets
- Author
-
Matthew Bogyo, Caroline L. Ng, and David A. Fidock
- Subjects
0301 basic medicine ,Proteasome Endopeptidase Complex ,Plasmodium falciparum ,Drug Resistance ,Drug resistance ,Biology ,Protein degradation ,Plasmodium ,Article ,Antimalarials ,03 medical and health sciences ,Ubiquitin ,parasitic diseases ,medicine ,Malaria, Falciparum ,Artemisinin ,medicine.disease ,biology.organism_classification ,Virology ,Artemisinins ,Cell biology ,030104 developmental biology ,Infectious Diseases ,Proteasome ,Proteolysis ,biology.protein ,Parasitology ,Malaria ,medicine.drug - Abstract
Artemisinin (ART)-based combination therapies are the most efficacious treatment of uncomplicated Plasmodium falciparum malaria. Alarmingly, P. falciparum strains have acquired resistance to ART across much of Southeast Asia. ART creates widespread protein and lipid damage inside intraerythrocytic parasites, necessitating macromolecule degradation. The proteasome is the main engine of Plasmodium protein degradation. Indeed, proteasome inhibition and ART have shown synergy in ART-resistant parasites. Moreover, ubiquitin modification is associated with altered parasite susceptibility to multiple antimalarials. Targeting the ubiquitin-proteasome system (UPS), therefore, is an attractive avenue to combat drug resistance. Here, we review recent advances leading to specific targeting of the Plasmodium proteasome. We also highlight the potential for targeting other nonproteasomal protein degradation systems as an additional strategy to disrupt protein homeostasis.
- Published
- 2017
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