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Anastasiou OE, Caruntu FA, Curescu MG, Yalcin K, Akarca US, Gürel S, Zeuzem S, Erhardt A, Lüth S, Papatheodoridis GV, Keskin O, Port K, Radu M, Celen MK, Idilman R, Heidrich B, Mederacke I, von der Leyen H, Kahlhöfer J, von Karpowitz M, Hardtke S, Cornberg M, Yurdaydin C, Wedemeyer H. Five-year follow-up of 96 weeks peginterferon plus tenofovir disoproxil fumarate in hepatitis D. Liver Int 2024; 44:139-147. [PMID: 37787009 DOI: 10.1111/liv.15745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 08/09/2023] [Accepted: 09/11/2023] [Indexed: 10/04/2023]
Abstract
BACKGROUND & AIMS Until recently, pegylated interferon-alfa-2a (PEG-IFNa) therapy was the only treatment option for patients infected with hepatitis D virus (HDV). Treatment with PEG-IFNa with or without tenofovir disoproxil fumarate (TDF) for 96 weeks resulted in HDV RNA suppression in 44% of patients at the end of therapy but did not prevent short-term relapses within 24 weeks. The virological and clinical long-term effects after prolonged PEG-IFNa-based treatment of hepatitis D are unknown. METHODS In the HIDIT-II study patients (including 40% with liver cirrhosis) received 180 μg PEG-IFNa weekly plus 300 mg TDF once daily (n = 59) or 180 μg PEG-IFNa weekly plus placebo (n = 61) for 96 weeks. Patients were followed until week 356 (5 years after end of therapy). RESULTS Until the end of follow-up, 16 (13%) patients developed liver-related complications (PEG-IFNa + TDF, n = 5 vs PEG-IFNa + placebo, n = 11; p = .179). Achieving HDV suppression at week 96 was associated with decreased long-term risk for the development of hepatocellular carcinoma (p = .04) and hepatic decompensation (p = .009). Including complications irrespective of PEG-IFNa retreatment status, the number of patients developing serious complications was similar with (3/18) and without retreatment with PEG-IFNa (16/102, p > .999) but was associated with a higher chance of HDV-RNA suppression (p = .024, odds ratio 3.9 [1.3-12]). CONCLUSIONS Liver-related clinical events were infrequent and occurred less frequently in patients with virological responses to PEG-IFNa treatment. PEG-IFNa treatment should be recommended to HDV-infected patients until alternative therapies become available. Retreatment with PEG-IFNa should be considered for patients with inadequate response to the first course of treatment. CLINICAL TRIAL REGISTRATION NCT00932971.
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Affiliation(s)
- Olympia E Anastasiou
- Institute for Virology, Medical Faculty of the University of Duisburg-Essen, Essen, Germany
| | | | | | - Kendal Yalcin
- Dicle University Medical Faculty, Diyarbakir, Turkey
| | | | - Selim Gürel
- Uludağ University Medical Faculty, Bursa, Turkey
| | - Stefan Zeuzem
- Johann Wolfgang Goethe University Medical Center, Frankfurt am Main, Germany
| | - Andreas Erhardt
- Heinrich Heine University, Dusseldorf, Germany
- Petrus Hospital, Wuppertal, Germany
| | - Stefan Lüth
- Department of Gastroenterology, Diabetology and Hepatology, University Hospital Brandenburg, Brandenburg Medical School (Theodor Fontane), Brandenburg, Germany
- Faculty of Health Sciences, Joint Faculty of the Brandenburg University of Technology Cottbus - Senftenberg, The Brandenburg Medical School Theodor Fontane and the University of Potsdam, Potsdam, Germany
| | | | - Onur Keskin
- Ankara University Medical School, Ankara, Turkey
| | | | - Monica Radu
- Institutul de Boli Infectioase, Bucharest, Romania
| | | | | | | | | | - Heiko von der Leyen
- Hannover Medical School, Hannover, Germany
- Orgenesis, Inc, Germantown, Maryland, USA
| | - Julia Kahlhöfer
- Hannover Medical School, Hannover, Germany
- German Centre for Infection Research (DZIF), HepNet Study-House/German Liver Foundation, Hannover, Germany
- D-SOLVE Consortium an EU Horizon Europe funded project (No 101057917), Hannover, Germany
| | | | - Svenja Hardtke
- German Centre for Infection Research (DZIF), HepNet Study-House/German Liver Foundation, Hannover, Germany
- University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Markus Cornberg
- Hannover Medical School, Hannover, Germany
- German Centre for Infection Research (DZIF), HepNet Study-House/German Liver Foundation, Hannover, Germany
- D-SOLVE Consortium an EU Horizon Europe funded project (No 101057917), Hannover, Germany
- German Center for Infection Research, Partner Site Hannover-Braunschweig, Hannover, Germany
| | - Cihan Yurdaydin
- Department of Gastroenterology & Hepatology, Koc University Medical School, Istanbul, Turkey
| | - Heiner Wedemeyer
- Hannover Medical School, Hannover, Germany
- German Centre for Infection Research (DZIF), HepNet Study-House/German Liver Foundation, Hannover, Germany
- D-SOLVE Consortium an EU Horizon Europe funded project (No 101057917), Hannover, Germany
- German Center for Infection Research, Partner Site Hannover-Braunschweig, Hannover, Germany
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Aggarwal A, Odorizzi PM, Brodbeck J, van Buuren N, Moon C, Chang S, Adona M, Suthram S, Suri V, Trowe T, Turner S, Marcellin P, Buti M, Gaggar A, Fletcher SP, Diehl L, Feierbach B, Balsitis S. Intrahepatic quantification of HBV antigens in chronic hepatitis B reveals heterogeneity and treatment-mediated reductions in HBV core-positive cells. JHEP Rep 2023; 5:100664. [PMID: 36908748 PMCID: PMC9996321 DOI: 10.1016/j.jhepr.2022.100664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/02/2022] [Accepted: 12/07/2022] [Indexed: 12/28/2022] Open
Abstract
Background & Aims Patterns of liver HBV antigen expression have been described but not quantified at single-cell resolution. We applied quantitative techniques to liver biopsies from individuals with chronic hepatitis B and evaluated sampling heterogeneity, effects of disease stage, and nucleos(t)ide (NUC) treatment, and correlations between liver and peripheral viral biomarkers. Methods Hepatocytes positive for HBV core and HBsAg were quantified using a novel four-plex immunofluorescence assay and image analysis. Biopsies were analysed from HBeAg-positive (n = 39) and HBeAg-negative (n = 75) participants before and after NUC treatment. To evaluate sampling effects, duplicate biopsies collected at the same time point were compared. Serum or plasma samples were evaluated for levels of HBV DNA, HBsAg, hepatitis B core-related antigen (HBcrAg), and HBV RNA. Results Diffusely distributed individual HBV core+ cells and foci of HBsAg+ cells were the most common staining patterns. Hepatocytes positive for both HBV core and HBsAg were rare. Paired biopsies revealed large local variation in HBV staining within participants, which was confirmed in a large liver resection. NUC treatment was associated with a >100-fold lower median frequency of HBV core+ cells in HBeAg-positive and HBeAg-negative participants, whereas reductions in HBsAg+ cells were not statistically significant. The frequency of HBV core+ hepatocytes was lower in HBeAg-negative participants than in HBeAg-positive participants at all time points evaluated. Total HBV+ hepatocyte burden correlated with HBcrAg, HBV DNA, and HBV RNA only in baseline HBeAg-positive samples. Conclusions Reductions in HBV core+ hepatocytes were associated with HBeAg-negative status and NUC treatment. Variation in HBV positivity within individual livers was extensive. Correlations between the liver and the periphery were found only between biomarkers likely indicative of cccDNA (HBV core+ and HBcrAg, HBV DNA, and RNA). Impact and Implications HBV infects liver hepatocyte cells, and its genome can exist in two forms that express different sets of viral proteins: a circular genome called cccDNA that can express all viral proteins, including the HBV core and HBsAg proteins, or a linear fragment that inserts into the host genome typically to express HBsAg, but not HBV core. We used new techniques to determine the percentage of hepatocytes expressing the HBV core and HBsAg proteins in a large set of liver biopsies. We find that abundance and patterns of expression differ across patient groups and even within a single liver and that NUC treatment greatly reduces the number of core-expressing hepatocytes.
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Key Words
- ADV, adefovir
- ALT, alanine aminotransferase
- Biomarkers
- CHB, chronic hepatitis B
- CNN, convolutional neural network
- HBV
- HBV core
- HBV core, hepatitis B core antigen
- HBV, Hepatitis B Virus
- HBcrAg, hepatitis B core-related antigen
- HBeAg
- HBeAg, Hepatitis B e antigen
- HBsAg
- HBsAg, Hepatitis B surface antigen
- HCC, hepatocellular carcinoma
- IF, immunofluorescence
- NUC
- NUC, nucleo(t)side
- Na+K+-ATPase, sodium–potassium ATPase
- QC, quality control
- TDF, tenofovir disoproxil fumarate
- cccDNA, covalently closed circular DNA
- dslDNA, double-stranded linear DNA
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | - Maria Buti
- Hospital Universitario Valle Hebron, Barcelona, Spain
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Becker GS, Lovas R. Uniformity Correction of CMOS Image Sensor Modules for Machine Vision Cameras. Sensors (Basel) 2022; 22:9733. [PMID: 36560102 PMCID: PMC9783237 DOI: 10.3390/s22249733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 11/28/2022] [Accepted: 12/08/2022] [Indexed: 06/17/2023]
Abstract
Flat-field correction (FFC) is commonly used in image signal processing (ISP) to improve the uniformity of image sensor pixels. Image sensor nonuniformity and lens system characteristics have been known to be temperature-dependent. Some machine vision applications, such as visual odometry and single-pixel airborne object tracking, are extremely sensitive to pixel-to-pixel sensitivity variations. Numerous cameras, especially in the fields of infrared imaging and staring cameras, use multiple calibration images to correct for nonuniformities. This paper characterizes the temperature and analog gain dependence of the dark signal nonuniformity (DSNU) and photoresponse nonuniformity (PRNU) of two contemporary global shutter CMOS image sensors for machine vision applications. An optimized hardware architecture is proposed to compensate for nonuniformities, with optional parametric lens shading correction (LSC). Three different performance configurations are outlined for different application areas, costs, and power requirements. For most commercial applications, the correction of LSC suffices. For both DSNU and PRNU, compensation with one or multiple calibration images, captured at different gain and temperature settings are considered. For more demanding applications, the effectiveness, external memory bandwidth, power consumption, implementation, and calibration complexity, as well as the camera manufacturability of different nonuniformity correction approaches were compared.
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Affiliation(s)
- Gabor Szedo Becker
- Doctoral School of Applied Informatics and Applied Mathematics, Óbuda University, Bécsi út 96/B, 1034 Budapest, Hungary
| | - Róbert Lovas
- Institute for Computer Science and Control (SZTAKI), Eötvös Loránd Research Network (ELKH), Kende u. 13-17, 1111 Budapest, Hungary
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Boukail S, Macharia M, Miculan M, Masoni A, Calamai A, Palchetti E, Dell'Acqua M. Genome wide association study of agronomic and seed traits in a world collection of proso millet (Panicum miliaceum L.). BMC Plant Biol 2021; 21:330. [PMID: 34243721 PMCID: PMC8268170 DOI: 10.1186/s12870-021-03111-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 06/23/2021] [Indexed: 05/28/2023]
Abstract
BACKGROUND The climate crisis threatens sustainability of crop production worldwide. Crop diversification may enhance food security while reducing the negative impacts of climate change. Proso millet (Panicum milaceum L.) is a minor cereal crop which holds potential for diversification and adaptation to different environmental conditions. In this study, we assembled a world collection of proso millet consisting of 88 varieties and landraces to investigate its genomic and phenotypic diversity for seed traits, and to identify marker-trait associations (MTA). RESULTS Sequencing of restriction-site associated DNA fragments yielded 494 million reads and 2,412 high quality single nucleotide polymorphisms (SNPs). SNPs were used to study the diversity in the collection and perform a genome wide association study (GWAS). A genotypic diversity analysis separated accessions originating in Western Europe, Eastern Asia and Americas from accessions sampled in Southern Asia, Western Asia, and Africa. A Bayesian structure analysis reported four cryptic genetic groups, showing that landraces accessions had a significant level of admixture and that most of the improved proso millet materials clustered separately from landraces. The collection was highly diverse for seed traits, with color varying from white to dark brown and width spanning from 1.8 to 2.6 mm. A GWAS study for seed morphology traits identified 10 MTAs. In addition, we identified three MTAs for agronomic traits that were previously measured on the collection. CONCLUSION Using genomics and automated seed phenotyping, we elucidated phylogenetic relationships and seed diversity in a global millet collection. Overall, we identified 13 MTAs for key agronomic and seed traits indicating the presence of alleles with potential for application in proso breeding programs.
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Affiliation(s)
- Sameh Boukail
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Mercy Macharia
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Mara Miculan
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Alberto Masoni
- School of Agriculture, University of Florence, Florence, Italy
| | | | | | - Matteo Dell'Acqua
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy.
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Kim BH, Kim MY, Chae YS. Background Registration-Based Adaptive Noise Filtering of LWIR/MWIR Imaging Sensors for UAV Applications. Sensors (Basel) 2017; 18:E60. [PMID: 29280970 DOI: 10.3390/s18010060] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Revised: 12/15/2017] [Accepted: 12/25/2017] [Indexed: 11/30/2022]
Abstract
Unmanned aerial vehicles (UAVs) are equipped with optical systems including an infrared (IR) camera such as electro-optical IR (EO/IR), target acquisition and designation sights (TADS), or forward looking IR (FLIR). However, images obtained from IR cameras are subject to noise such as dead pixels, lines, and fixed pattern noise. Nonuniformity correction (NUC) is a widely employed method to reduce noise in IR images, but it has limitations in removing noise that occurs during operation. Methods have been proposed to overcome the limitations of the NUC method, such as two-point correction (TPC) and scene-based NUC (SBNUC). However, these methods still suffer from unfixed pattern noise. In this paper, a background registration-based adaptive noise filtering (BRANF) method is proposed to overcome the limitations of conventional methods. The proposed BRANF method utilizes background registration processing and robust principle component analysis (RPCA). In addition, image quality verification methods are proposed that can measure the noise filtering performance quantitatively without ground truth images. Experiments were performed for performance verification with middle wave infrared (MWIR) and long wave infrared (LWIR) images obtained from practical military optical systems. As a result, it is found that the image quality improvement rate of BRANF is 30% higher than that of conventional NUC.
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Ramirez S, Mikkelsen LS, Gottwein JM, Bukh J. Robust HCV Genotype 3a Infectious Cell Culture System Permits Identification of Escape Variants With Resistance to Sofosbuvir. Gastroenterology 2016; 151:973-985.e2. [PMID: 27453546 DOI: 10.1053/j.gastro.2016.07.013] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Revised: 07/01/2016] [Accepted: 07/12/2016] [Indexed: 01/15/2023]
Abstract
BACKGROUND & AIMS Direct-acting antivirals (DAAs) effectively eradicate chronic hepatitis C virus (HCV) infection, although HCV genotype 3a is less responsive to these drugs. We aimed to develop genotype 3a infectious cultures and study the effects of inhibitors of NS5A and NS5B and resistance to sofosbuvir-the only nucleotide analog approved for treatment of chronic HCV infection. METHODS The developed HCV genotype 3a full-length genome (DBN3a), with a strain-DBN coding sequence, modified NS5B consensus sequence, pS52 untranslated regions, and coding mutations from a culture-efficient JFH1-based core-NS5A (DBN) recombinant, was transfected into Huh7.5 cells. The efficacy of selected DAAs was determined in dose-response assays, in which the number of HCV-infected cells was measured after incubation with different concentrations of the specific DAA. Long-term culture of infected Huh7.5 cells with increasing concentrations of sofosbuvir was used to promote selection of HCV-resistant variants. RESULTS We engineered a DBN3a variant with 17 substitutions (DBN3acc) that had replication and propagation kinetics in Huh7.5 cells comparable with prototype J6/JFH1. The adaptive mutations also produced culture-efficient DBN-based recombinants with NS5B from HCV genotype 3a strains S52 and DH11. Compared with genotype 1a, genotype 3a was less sensitive to daclatasvir, ledipasvir, and elbasvir, but equally sensitive to ombitasvir, velpatasvir, beclabuvir, dasabuvir, MK-3682, and sofosbuvir. Exposure of Huh7.5 cells infected with DBN3a to sofosbuvir led to identification of an escape variant with substitutions in NS5B, including the resistance-associated substitution S282T. This variant showed increased infectivity of Huh7.5 cells, compared with DBN3a, and was genetically stable in cell cultures without sofosbuvir. Sofosbuvir, MK-3682, dasabuvir, or combinations of sofosbuvir and ledipasvir or sofosbuvir and velpatasvir had decreased efficacy against infection with the DBN3a sofosbuvir escape variant. CONCLUSIONS We developed a system for highly efficient culture of HCV genotype 3a. Genotype 1a has a high genetic barrier to resistance for sofosbuvir, whereas resistance to this DAA can be induced in genotype 3a. We therefore isolated HCV genotype 3a variants with reduced sensitivity to sofosbuvir, with increased fitness and with cross-resistance to other NS5B inhibitors. These findings indicate that sofosbuvir escape variants could compromise the effectiveness of nucleotide analogs against HCV. GenBank accession numbers: KX280712-KX280716.
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Affiliation(s)
- Santseharay Ramirez
- Copenhagen Hepatitis C Program (CO-HEP), Department of Infectious Diseases and Clinical Research Centre, Hvidovre Hospital and Department of Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Lotte S Mikkelsen
- Copenhagen Hepatitis C Program (CO-HEP), Department of Infectious Diseases and Clinical Research Centre, Hvidovre Hospital and Department of Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Judith M Gottwein
- Copenhagen Hepatitis C Program (CO-HEP), Department of Infectious Diseases and Clinical Research Centre, Hvidovre Hospital and Department of Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jens Bukh
- Copenhagen Hepatitis C Program (CO-HEP), Department of Infectious Diseases and Clinical Research Centre, Hvidovre Hospital and Department of Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
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Abstract
Currently available antiviral treatment for chronic hepatitis B can be divided into two classes of therapeutic agents: pegylated interferon alpha (PEG-IFN) and nucleos(t)ide analogues (NAs). The major advantages of NAs are good tolerance and potent antiviral activity associated with high rates of on-treatment response to therapy. The advantages of PEG-IFN include a finite course of treatment, the absence of drug resistance, and an opportunity to obtain a durable post-treatment response to therapy. The use of these two antiviral agents with different mechanisms of action in combination is theoretically an attractive approach for treatment, either simultaneously, as sequential combination therapy (add-on), or even as an immediate switch from one agent to the other. Different NAs have also been combined in certain clinical situations. At present, several studies have confirmed certain virological advantages to combination therapies, but pivotal prospective studies demonstrating long-term clinical benefit to patients are still missing. Therefore, combination treatment, especially with PEG-IFN plus NAs, is not indicated and was not recommended by the European Association for the Study of the Liver Clinical Practice Guidelines written in 2012, while the guidelines for the use of combination NAs is limited to very few clinical situations.
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Affiliation(s)
- Jorg Petersen
- IFI Institute at the Asklepios Klinik St Georg Hamburg, University of Hamburg, Hamburg, Germany
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Yapali S, Talaat N, Lok AS. Management of hepatitis B: our practice and how it relates to the guidelines. Clin Gastroenterol Hepatol 2014; 12:16-26. [PMID: 23660419 DOI: 10.1016/j.cgh.2013.04.036] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2013] [Revised: 04/16/2013] [Accepted: 04/17/2013] [Indexed: 12/22/2022]
Abstract
Seven drugs have been approved for the treatment of chronic hepatitis B. Antiviral treatment has been shown to be effective in suppressing hepatitis B virus replication, decreasing inflammation and fibrosis in the liver, and preventing progression of liver disease. However, current medications do not eradicate hepatitis B virus; therefore, a key question is which patients need to start treatment and which patients can be monitored. Professional societies have developed guidelines to assist physicians in recognition, diagnosis, and optimal management of patients with chronic hepatitis B. These guidelines suggest preferred approaches, and physicians are expected to exercise clinical judgment to determine the most appropriate management based on the circumstances of the individual patient. This article reviews recommendations in hepatitis B guidelines and the basis for those recommendations, and we discuss what we do in our practice to illustrate factors that may influence decisions regarding hepatitis B management.
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Affiliation(s)
- Suna Yapali
- Division of Gastroenterology and Hepatology, University of Michigan Health System, Ann Arbor, Michigan
| | - Nizar Talaat
- Division of Gastroenterology and Hepatology, University of Michigan Health System, Ann Arbor, Michigan
| | - Anna S Lok
- Division of Gastroenterology and Hepatology, University of Michigan Health System, Ann Arbor, Michigan.
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Abstract
CRISPR/Cas systems act to protect the cell from invading nucleic acids in many bacteria and archaea. The bacterial immune protein Cas9 is a component of one of these CRISPR/Cas systems and has recently been adapted as a tool for genome editing. Cas9 is easily targeted to bind and cleave a DNA sequence via a complementary RNA; this straightforward programmability has gained Cas9 rapid acceptance in the field of genetic engineering. While this technology has developed quickly, a number of challenges regarding Cas9 specificity, efficiency, fusion protein function, and spatiotemporal control within the cell remain. In this work, we develop a platform for constructing novel proteins to address these open questions. We demonstrate methods to either screen or select active Cas9 mutants and use the screening technique to isolate functional Cas9 variants with a heterologous PDZ domain inserted within the protein. As a proof of concept, these methods lay the groundwork for the future construction of diverse Cas9 proteins. Straightforward and accessible techniques for genetic editing are helping to elucidate biology in new and exciting ways; a platform to engineer new functionalities into Cas9 will help forge the next generation of genome-modifying tools.
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Affiliation(s)
- Benjamin L Oakes
- Department of Molecular & Cell Biology, University of California, Berkeley, California, USA
| | - Dana C Nadler
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California, USA
| | - David F Savage
- Department of Molecular & Cell Biology, University of California, Berkeley, California, USA; Department of Chemistry, University of California, Berkeley, California, USA; Energy Biosciences Institute, University of California, Berkeley, California, USA.
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