0000000000208802

AUTHOR

Claudia Höbartner

0000-0002-4548-2299

showing 2 related works from this author

Machine learning of reverse transcription signatures of variegated polymerases allows mapping and discrimination of methylated purines in limited tra…

2020

AbstractReverse transcription (RT) of RNA templates containing RNA modifications leads to synthesis of cDNA containing information on the modification in the form of misincorporation, arrest, or nucleotide skipping events. A compilation of such events from multiple cDNAs represents an RT-signature that is typical for a given modification, but, as we show here, depends also on the reverse transcriptase enzyme. A comparison of 13 different enzymes revealed a range of RT-signatures, with individual enzymes exhibiting average arrest rates between 20 and 75%, as well as average misincorporation rates between 30 and 75% in the read-through cDNA. Using RT-signatures from individual enzymes to trai…

AdenosineAcademicSubjects/SCI00010Machine learningcomputer.software_genre[SDV.BBM.BM] Life Sciences [q-bio]/Biochemistry Molecular Biology/Molecular biologyMethylationMachine Learning03 medical and health sciences0302 clinical medicineComplementary DNA[SDV.BBM.GTP]Life Sciences [q-bio]/Biochemistry Molecular Biology/Genomics [q-bio.GN]GeneticsMolecular BiologyPolymerase030304 developmental biologychemistry.chemical_classification0303 health sciencesOligoribonucleotidesGuanosinebiologybusiness.industryRNA-Directed DNA PolymeraseRNARNA-Directed DNA Polymerase[SDV.BBM.BM]Life Sciences [q-bio]/Biochemistry Molecular Biology/Molecular biologyReverse TranscriptionMethylationReverse transcriptaseEnzymechemistryTransfer RNAbiology.protein[SDV.BBM.GTP] Life Sciences [q-bio]/Biochemistry Molecular Biology/Genomics [q-bio.GN]Artificial intelligenceTranscriptomebusinesscomputer030217 neurology & neurosurgery
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NOseq: amplicon sequencing evaluation method for RNA m6A sites after chemical deamination

2020

Abstract Methods for the detection of m6A by RNA-Seq technologies are increasingly sought after. We here present NOseq, a method to detect m6A residues in defined amplicons by virtue of their resistance to chemical deamination, effected by nitrous acid. Partial deamination in NOseq affects all exocyclic amino groups present in nucleobases and thus also changes sequence information. The method uses a mapping algorithm specifically adapted to the sequence degeneration caused by deamination events. Thus, m6A sites with partial modification levels of ∼50% were detected in defined amplicons, and this threshold can be lowered to ∼10% by combination with m6A immunoprecipitation. NOseq faithfully d…

AdenosineSequence analysisAcademicSubjects/SCI00010Bisulfite sequencingDeaminationAdenosine/analogs & derivatives; Adenosine/analysis; Algorithms; Animals; Chromatography Liquid; Deamination; Drosophila melanogaster/genetics; HEK293 Cells; HeLa Cells; High-Throughput Nucleotide Sequencing/methods; Humans; RNA/chemistry; RNA Long Noncoding/chemistry; RNA Messenger/chemistry; RNA Ribosomal 18S/chemistry; Sequence Alignment; Sequence Analysis RNA/methods; Tandem Mass SpectrometrySequence alignmentComputational biologyBiology010402 general chemistry[SDV.BBM.BM] Life Sciences [q-bio]/Biochemistry Molecular Biology/Molecular biology01 natural sciencesTranscriptome03 medical and health sciencesNarese/13Tandem Mass Spectrometry[SDV.BBM.GTP]Life Sciences [q-bio]/Biochemistry Molecular Biology/Genomics [q-bio.GN]GeneticsRNA Ribosomal 18SAnimalsHumansRNA MessengerComputingMilieux_MISCELLANEOUS030304 developmental biology0303 health sciencesSequence Analysis RNARNAHigh-Throughput Nucleotide Sequencing[SDV.BBM.BM]Life Sciences [q-bio]/Biochemistry Molecular Biology/Molecular biologyAmpliconRibosomal RNA0104 chemical sciencesDrosophila melanogasterHEK293 CellsDeaminationMethods OnlineRNA[SDV.BBM.GTP] Life Sciences [q-bio]/Biochemistry Molecular Biology/Genomics [q-bio.GN]RNA Long NoncodingSequence AlignmentAlgorithmsChromatography LiquidHeLa Cells
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