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Ronzetti MH, Baljinnyam B, Itkin Z, Jain S, Rai G, Zakharov AV, Pal U, Simeonov A. Application of temperature-responsive HIS-tag fluorophores to differential scanning fluorimetry screening of small molecule libraries. Front Pharmacol 2022; 13:1040039. [PMID: 36506591 PMCID: PMC9729254 DOI: 10.3389/fphar.2022.1040039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 11/04/2022] [Indexed: 11/25/2022] Open
Abstract
Differential scanning fluorimetry is a rapid and economical biophysical technique used to monitor perturbations to protein structure during a thermal gradient, most often by detecting protein unfolding events through an environment-sensitive fluorophore. By employing an NTA-complexed fluorophore that is sensitive to nearby structural changes in histidine-tagged protein, a robust and sensitive differential scanning fluorimetry (DSF) assay is established with the specificity of an affinity tag-based system. We developed, optimized, and miniaturized this HIS-tag DSF assay (HIS-DSF) into a 1536-well high-throughput biophysical platform using the Borrelial high temperature requirement A protease (BbHtrA) as a proof of concept for the workflow. A production run of the BbHtrA HIS-DSF assay showed a tight negative control group distribution of Tm values with an average coefficient of variation of 0.51% and median coefficient of variation of compound Tm of 0.26%. The HIS-DSF platform will provide an additional assay platform for future drug discovery campaigns with applications in buffer screening and optimization, target engagement screening, and other biophysical assay efforts.
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Affiliation(s)
- Michael H. Ronzetti
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, United States,Department of Veterinary Medicine, College of Agriculture and Natural Resources, University of Maryland, College Park, MD, United States
| | - Bolormaa Baljinnyam
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, United States,*Correspondence: Bolormaa Baljinnyam, ; Anton Simeonov,
| | - Zina Itkin
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, United States
| | - Sankalp Jain
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, United States
| | - Ganesha Rai
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, United States
| | - Alexey V. Zakharov
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, United States
| | - Utpal Pal
- Department of Veterinary Medicine, College of Agriculture and Natural Resources, University of Maryland, College Park, MD, United States
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, United States,*Correspondence: Bolormaa Baljinnyam, ; Anton Simeonov,
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Chin YW, Jang SW, Shin HS, Kim TW, Kim SK, Park CS, Seo DH. Heterologous expression of Deinococcus geothermalis amylosucrase in Corynebacterium glutamicum for luteolin glucoside production. Enzyme Microb Technol 2020; 135:109505. [PMID: 32146930 DOI: 10.1016/j.enzmictec.2019.109505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 12/12/2019] [Accepted: 12/26/2019] [Indexed: 10/25/2022]
Abstract
Amylosucrase (ASase) has great industrial potential owing to its multifunctional activities, including transglucosylation, polymerization, and isomerization. In the present study, the properties of Deinococcus geothermalis ASase (DGAS) expressed in Corynebacterium glutamicum (cDGAS) and purified via Ni-NTA affinity chromatography were compared to those of DGAS expressed in Escherichia coli (eDGAS). The pH profile of cDGAS was similar to that of eDGAS, whereas the temperature profile of cDGAS was lower than that of eDGAS. The melting temperature of both enzymes did not differ significantly. Interestingly, polymerization activity was slightly lower in cDGAS than in eDGAS, whereas luteolin (an acceptor molecule) transglucosylation activity in cDGAS was 10 % higher than that in eDGAS. Analysis of protein secondary structure via circular dichroism spectroscopy revealed that cDGAS had a lower strand/helix ratio than eDGAS. The present results indicate that cDGAS is of greater industrial significance than eDGAS.
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Affiliation(s)
- Young-Wook Chin
- Research Group of Traditional Food, Korea Food Research Institute, Wanju 55365, Republic of Korea
| | - Se-Won Jang
- Research Group of Healthcare, Korea Food Research Institute, Wanju 55365, Republic of Korea; Department of Food Science and Biotechnology, College of BioNano Technology, Gachon University, Seongnam 13120, Republic of Korea
| | - Hee-Soon Shin
- Research Group of Natural Materials and Metabolism, Korea Food Research Institute, Wanju 55365, Republic of Korea
| | - Tae-Wan Kim
- Research Group of Traditional Food, Korea Food Research Institute, Wanju 55365, Republic of Korea
| | - Sun-Ki Kim
- Department of Food Science and Technology, Chung-Ang University, Anseong, Gyeonggi 17546, Republic of Korea
| | - Cheon-Seok Park
- Graduate School of Biotechnology and Institute of Life Science and Resources, Kyung Hee University, Yongin 17104, Republic of Korea
| | - Dong-Ho Seo
- Department of Food Science and Technology, College of Agriculture and Life Sciences, Jeonbuk National University, Jeonju, 54896, Republic of Korea.
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Pacouret S, Bouzelha M, Shelke R, Andres-Mateos E, Xiao R, Maurer A, Mevel M, Turunen H, Barungi T, Penaud-Budloo M, Broucque F, Blouin V, Moullier P, Ayuso E, Vandenberghe LH. AAV-ID: A Rapid and Robust Assay for Batch-to-Batch Consistency Evaluation of AAV Preparations. Mol Ther 2017; 25:1375-1386. [PMID: 28427840 DOI: 10.1016/j.ymthe.2017.04.001] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Revised: 03/29/2017] [Accepted: 04/01/2017] [Indexed: 12/12/2022] Open
Abstract
Adeno-associated virus (AAV) vectors are promising clinical candidates for therapeutic gene transfer, and a number of AAV-based drugs may emerge on the market over the coming years. To insure the consistency in efficacy and safety of any drug vial that reaches the patient, regulatory agencies require extensive characterization of the final product. Identity is a key characteristic of a therapeutic product, as it ensures its proper labeling and batch-to-batch consistency. Currently, there is no facile, fast, and robust characterization assay enabling to probe the identity of AAV products at the protein level. Here, we investigated whether the thermostability of AAV particles could inform us on the composition of vector preparations. AAV-ID, an assay based on differential scanning fluorimetry (DSF), was evaluated in two AAV research laboratories for specificity, sensitivity, and reproducibility, for six different serotypes (AAV1, 2, 5, 6.2, 8, and 9), using 67 randomly selected AAV preparations. In addition to enabling discrimination of AAV serotypes based on their melting temperatures, the obtained fluorescent fingerprints also provided information on sample homogeneity, particle concentration, and buffer composition. Our data support the use of AAV-ID as a reproducible, fast, and low-cost method to ensure batch-to-batch consistency in manufacturing facilities and academic laboratories.
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Affiliation(s)
- Simon Pacouret
- Grousbeck Gene Therapy Center, 20 Staniford Street, Boston, MA 02114, USA; Atlantic Gene Therapies, INSERM UMR 1089, University of Nantes, Nantes University Hospital, 22 Boulevard Benoni Goullin, 44200 Nantes, France
| | - Mohammed Bouzelha
- Atlantic Gene Therapies, INSERM UMR 1089, University of Nantes, Nantes University Hospital, 22 Boulevard Benoni Goullin, 44200 Nantes, France
| | - Rajani Shelke
- Grousbeck Gene Therapy Center, 20 Staniford Street, Boston, MA 02114, USA
| | - Eva Andres-Mateos
- Grousbeck Gene Therapy Center, 20 Staniford Street, Boston, MA 02114, USA
| | - Ru Xiao
- Grousbeck Gene Therapy Center, 20 Staniford Street, Boston, MA 02114, USA
| | - Anna Maurer
- Grousbeck Gene Therapy Center, 20 Staniford Street, Boston, MA 02114, USA; Biological and Biomedical Sciences Program, Division of Medical Sciences, Harvard Medical School, Boston, MA 02115, USA
| | - Mathieu Mevel
- Atlantic Gene Therapies, INSERM UMR 1089, University of Nantes, Nantes University Hospital, 22 Boulevard Benoni Goullin, 44200 Nantes, France
| | - Heikki Turunen
- Grousbeck Gene Therapy Center, 20 Staniford Street, Boston, MA 02114, USA
| | - Trisha Barungi
- Grousbeck Gene Therapy Center, 20 Staniford Street, Boston, MA 02114, USA
| | - Magalie Penaud-Budloo
- Atlantic Gene Therapies, INSERM UMR 1089, University of Nantes, Nantes University Hospital, 22 Boulevard Benoni Goullin, 44200 Nantes, France
| | - Frédéric Broucque
- Atlantic Gene Therapies, INSERM UMR 1089, University of Nantes, Nantes University Hospital, 22 Boulevard Benoni Goullin, 44200 Nantes, France
| | - Véronique Blouin
- Atlantic Gene Therapies, INSERM UMR 1089, University of Nantes, Nantes University Hospital, 22 Boulevard Benoni Goullin, 44200 Nantes, France
| | - Philippe Moullier
- Atlantic Gene Therapies, INSERM UMR 1089, University of Nantes, Nantes University Hospital, 22 Boulevard Benoni Goullin, 44200 Nantes, France
| | - Eduard Ayuso
- Atlantic Gene Therapies, INSERM UMR 1089, University of Nantes, Nantes University Hospital, 22 Boulevard Benoni Goullin, 44200 Nantes, France
| | - Luk H Vandenberghe
- Grousbeck Gene Therapy Center, 20 Staniford Street, Boston, MA 02114, USA; Department of Ophthalmology, Ocular Genomics Institute, Harvard Medical School, 243 Charles Street, Boston, MA 02114, USA; Schepens Eye Research Institute, 20 Staniford Street, Boston MA 02114, USA; Massachusetts Eye and Ear Infirmary, 243 Charles Street, Boston, MA 02114, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA 02138, USA.
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Rosa N, Ristic M, Seabrook SA, Lovell D, Lucent D, Newman J. Meltdown: A Tool to Help in the Interpretation of Thermal Melt Curves Acquired by Differential Scanning Fluorimetry. ACTA ACUST UNITED AC 2015; 20:898-905. [PMID: 25918038 DOI: 10.1177/1087057115584059] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2014] [Accepted: 04/03/2015] [Indexed: 11/16/2022]
Abstract
The output of a differential scanning fluorimetry (DSF) assay is a series of melt curves, which need to be interpreted to get value from the assay. An application that translates raw thermal melt curve data into more easily assimilated knowledge is described. This program, called "Meltdown," conducts four main activities--control checks, curve normalization, outlier rejection, and melt temperature (T(m)) estimation--and performs optimally in the presence of triplicate (or higher) sample data. The final output is a report that summarizes the results of a DSF experiment. The goal of Meltdown is not to replace human analysis of the raw fluorescence data but to provide a meaningful and comprehensive interpretation of the data to make this useful experimental technique accessible to inexperienced users, as well as providing a starting point for detailed analyses by more experienced users.
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Affiliation(s)
- Nicholas Rosa
- Manufacturing Flagship, CSIRO, Parkville, VIC, Australia
| | - Marko Ristic
- Manufacturing Flagship, CSIRO, Parkville, VIC, Australia
| | | | - David Lovell
- Science and Engineering Faculty, QUT, Brisbane QLD, Australia
| | - Del Lucent
- Department of Physics, Wilkes University, Wilkes-Barre, PA, USA
| | - Janet Newman
- Manufacturing Flagship, CSIRO, Parkville, VIC, Australia
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