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1.
Methods Mol Biol ; 2406: 85-92, 2022.
Article in English | MEDLINE | ID: mdl-35089551

ABSTRACT

For heterologous gene expression, codon optimization is required to enhance the quality and quantity of the protein product. Recently, we introduced the software tool OCTOPOS. This sequence optimizer combines a detailed mechanistic mathematical modeling of in vivo protein synthesis with a state-of-the-art machine learning algorithm to find the sequence that best serves a user's needs. Here, we briefly describe the algorithm and its implementation as well as its application in practice using OCTOPOS.


Subject(s)
Codon Usage , Software , Algorithms , Biology , Codon/genetics
2.
Sci Rep ; 10(1): 6107, 2020 Apr 03.
Article in English | MEDLINE | ID: mdl-32246082

ABSTRACT

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

3.
Sci Rep ; 9(1): 7511, 2019 05 17.
Article in English | MEDLINE | ID: mdl-31101858

ABSTRACT

Heterologously expressed genes require adaptation to the host organism to ensure adequate levels of protein synthesis, which is typically approached by replacing codons by the target organism's preferred codons. In view of frequently encountered suboptimal outcomes we introduce the codon-specific elongation model (COSEM) as an alternative concept. COSEM simulates ribosome dynamics during mRNA translation and informs about protein synthesis rates per mRNA in an organism- and context-dependent way. Protein synthesis rates from COSEM are integrated with further relevant covariates such as translation accuracy into a protein expression score that we use for codon optimization. The scoring algorithm further enables fine-tuning of protein expression including deoptimization and is implemented in the software OCTOPOS. The protein expression score produces competitive predictions on proteomic data from prokaryotic, eukaryotic, and human expression systems. In addition, we optimized and tested heterologous expression of manA and ova genes in Salmonella enterica serovar Typhimurium. Superiority over standard methodology was demonstrated by a threefold increase in protein yield compared to wildtype and commercially optimized sequences.


Subject(s)
Protein Biosynthesis , Algorithms , Codon/genetics , Escherichia coli/genetics , Escherichia coli/metabolism , Genes, Bacterial , Genes, Fungal , HEK293 Cells , Humans , Models, Biological , Peptide Chain Elongation, Translational , RNA, Messenger/genetics , RNA, Messenger/metabolism , Recombinant Proteins/biosynthesis , Recombinant Proteins/genetics , Ribosomes/genetics , Ribosomes/metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Salmonella typhimurium/genetics , Salmonella typhimurium/metabolism , Software , Species Specificity
4.
Transfusion ; 57(3pt2): 748-761, 2017 03.
Article in English | MEDLINE | ID: mdl-28229462

ABSTRACT

BACKGROUND: With the ongoing public health emergency due to Zika virus (ZIKV), nucleic acid testing (NAT) is essential for clinical diagnosis and screening of blood donors. However, NAT for ZIKV has not been standardized, and this study was performed to establish a World Health Organization (WHO) International Standard (IS) for ZIKV RNA; WHO ISs have been used to improve detection and quantification of blood-borne viruses. STUDY DESIGN AND METHODS: The candidate IS (cIS), code number 11468/16, was prepared by heat inactivation and lyophilization of a ZIKV strain isolated from a patient in French Polynesia in 2013. The cIS was evaluated together with other reference materials, including both Asian and African ZIKV lineages as well as a panel of clinical samples and in vitro-transcribed RNAs. The samples for evaluation were distributed to 24 laboratories from 11 countries. The assays used consisted of a mixture of in-house developed and commercial assays (available or in development). RESULTS: The potencies of the standards were determined by quantitative and qualitative assays. In total, 37 sets of data were analyzed: 19 from quantitative assays and 18 from qualitative assays. Data demonstrated wide variations in reported potencies of the cIS and the other study samples. CONCLUSIONS: Assay variability was substantially reduced when ZIKV RNA concentrations from the biological reference materials and clinical samples were expressed relative to the cIS. Thus, the WHO has established 11468/16 as the 1st IS for ZIKV RNA, with a unitage of 50,000,000 IU/mL.


Subject(s)
Virus Inactivation , World Health Organization , Zika Virus Infection , Zika Virus , Female , Humans , Male , Reference Standards
5.
Genome Announc ; 4(5)2016 Sep 01.
Article in English | MEDLINE | ID: mdl-27587826

ABSTRACT

We report here the sequence of a candidate reference strain of Zika virus (ZIKV) developed on behalf of the World Health Organization (WHO). The ZIKV reference strain is intended for use in nucleic acid amplification (NAT)-based assays for the detection and quantification of ZIKV RNA.

6.
Toxicol In Vitro ; 34: 97-104, 2016 Aug.
Article in English | MEDLINE | ID: mdl-27032463

ABSTRACT

Botulinum neurotoxins (BoNTs) are the most potent toxins known. However, the paralytic effect caused by BoNT serotypes A and B is taken advantage of to treat different forms of dystonia and in cosmetic procedures. Due to the increasing areas of application, the demand for BoNTs A and B is rising steadily. Because of the high toxicity, it is mandatory to precisely determine the potency of every produced BoNT batch, which is usually accomplished by performing toxicity testing (LD50 test) in mice. Here we describe an alternative in vitro assay for the potency determination of the BoNT serotype B. In this assay, the toxin is first bound to its specific receptor molecules. After the proteolytic subunit of the toxin has been released and activated by chemical reduction, it is exposed to synaptobrevin, its substrate protein. Finally the proteolytic cleavage is quantified by an antibody-mediated detection of the neoepitope, reaching a detection limit below 0.1mouseLD50/ml. Thus, the assay, named BoNT/B binding and cleavage assay (BoNT/B BINACLE), takes into account the binding as well as the protease function of the toxin, thereby measuring its biological activity.


Subject(s)
Botulinum Toxins, Type A/metabolism , Gangliosides/metabolism , Synaptotagmin II/metabolism , Vesicle-Associated Membrane Protein 2/metabolism , Biological Assay , Protein Binding , Proteolysis
7.
Genome Biol Evol ; 7(8): 2117-35, 2015 Jul 01.
Article in English | MEDLINE | ID: mdl-26139833

ABSTRACT

Viruses rely completely on the hosts' machinery for translation of viral transcripts. However, for most viruses infecting humans, codon usage preferences (CUPrefs) do not match those of the host. Human papillomaviruses (HPVs) are a showcase to tackle this paradox: they present a large genotypic diversity and a broad range of phenotypic presentations, from asymptomatic infections to productive lesions and cancer. By applying phylogenetic inference and dimensionality reduction methods, we demonstrate first that genes in HPVs are poorly adapted to the average human CUPrefs, the only exception being capsid genes in viruses causing productive lesions. Phylogenetic relationships between HPVs explained only a small proportion of CUPrefs variation. Instead, the most important explanatory factor for viral CUPrefs was infection phenotype, as orthologous genes in viruses with similar clinical presentation displayed similar CUPrefs. Moreover, viral genes with similar spatiotemporal expression patterns also showed similar CUPrefs. Our results suggest that CUPrefs in HPVs reflect either variations in the mutation bias or differential selection pressures depending on the clinical presentation and expression timing. We propose that poor viral CUPrefs may be central to a trade-off between strong viral gene expression and the potential for eliciting protective immune response.


Subject(s)
Codon , Papillomaviridae/genetics , Papillomavirus Infections/virology , Base Composition , Capsid Proteins/genetics , DNA, Viral/chemistry , Evolution, Molecular , Gene Expression , Genes, Viral , Humans , Neoplasms/virology , Oncogene Proteins, Viral/genetics , Papillomavirus Infections/diagnosis , Warts/virology
8.
Anal Bioanal Chem ; 407(6): 1673-83, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25572690

ABSTRACT

Birch (Betula) pollen is a major cause of allergy in northern and central Europe. The allergenic potency of products for diagnosis and therapy of birch pollen allergy is adjusted nearly exclusively to the major birch pollen allergen Bet v 1. Although every fifth patient is additionally sensitized to Bet v 4, both content and variability of this minor allergen in birch allergen products remain unclear due to a lack of simple and cost-effective quantitative methods. This study aimed to develop and in-house validate the first Bet v 4-specific sandwich enzyme-linked immunosorbent assay (ELISA). Based on a murine monoclonal antibody in combination with a polyclonal rabbit antiserum, the ELISA proved to be highly sensitive, with a lower limit of quantification of 30 pg/ml Bet v 4. After confirmation of satisfactory accuracy, reproducibility, and robustness, the ELISA was utilized to quantify Bet v 4 in 30 authorized birch allergen products. The allergen was detected in all samples tested, ranging from 0.2 to 4.4 µg/ml. No significant correlation of Bet v 4 was found with the respective amount of Bet v 1. In contrast to Bet v 1, also no correlation of Bet v 4 with total protein content or total allergenic activity could be observed. Thus, it seems presently unfeasible to base birch allergen product standardization additionally on Bet v 4. In light of these results, the continuous monitoring of Bet v 4 in birch allergen products with the presented ELISA will provide a basis for the understanding of the clinical relevance of minor allergens.


Subject(s)
Antigens, Plant/analysis , Calcium-Binding Proteins/analysis , Enzyme-Linked Immunosorbent Assay/methods , Plant Proteins/analysis , Pollen/chemistry , Animals , Blotting, Western , Humans , Limit of Detection , Reproducibility of Results
9.
Genome Announc ; 2(5)2014 Oct 09.
Article in English | MEDLINE | ID: mdl-25301641

ABSTRACT

We report here the sequences of two reference strains of parvovirus B19 (B19V) used for quantitation of B19V DNA. One reference strain has been established by the World Health Organization (WHO) and the other by the European Pharmacopeia (Ph. Eur.) and belong to B19V genotype 1a1 and 1a2, respectively.

10.
Nucleic Acids Res ; 42(1): 396-416, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24101588

ABSTRACT

LINE-1 (L1) retrotransposons are mobile genetic elements whose extensive proliferation resulted in the generation of ≈ 34% of the human genome. They have been shown to be a cause of single-gene diseases. Moreover, L1-encoded endonuclease can elicit double-strand breaks that may lead to genomic instability. Mammalian cells adopted strategies restricting mobility and deleterious consequences of uncontrolled retrotransposition. The human APOBEC3 protein family of polynucleotide cytidine deaminases contributes to intracellular defense against retroelements. APOBEC3 members inhibit L1 retrotransposition by 35-99%. However, genomic L1 retrotransposition events that occurred in the presence of L1-restricting APOBEC3 proteins are devoid of detectable G-to-A hypermutations, suggesting one or multiple deaminase-independent L1 restricting mechanisms. We set out to uncover the mechanism of APOBEC3C (A3C)-mediated L1 inhibition and found that it is deaminase independent, requires an intact dimerization site and the RNA-binding pocket mutation R122A abolishes L1 restriction by A3C. Density gradient centrifugation of L1 ribonucleoprotein particles, subcellular co-localization of L1-ORF1p and A3C and co-immunoprecipitation experiments indicate that an RNA-dependent physical interaction between L1 ORF1p and A3C dimers is essential for L1 restriction. Furthermore, we demonstrate that the amount of L1 complementary DNA synthesized by L1 reverse transcriptase is reduced by ≈ 50% if overexpressed A3C is present.


Subject(s)
Cytidine Deaminase/metabolism , Long Interspersed Nucleotide Elements , Proteins/metabolism , RNA-Directed DNA Polymerase/metabolism , Carrier Proteins/analysis , Cytidine Deaminase/chemistry , Cytidine Deaminase/genetics , Cytoplasmic Granules/chemistry , Cytoplasmic Granules/enzymology , DNA Helicases , HeLa Cells , Humans , Mutation , Poly-ADP-Ribose Binding Proteins , Protein Multimerization , Proteins/analysis , Proteins/chemistry , RNA Helicases , RNA Recognition Motif Proteins
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