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1.
Can J Microbiol ; 66(9): 521-528, 2020 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-32259457

RESUMO

Codon usage bias exists in almost every organism and is reported to regulate protein translation efficiency and folding. Besides translation, the preliminary role of codon usage bias on gene transcription has also been revealed in some eukaryotes such as Neurospora crassa. In this study, we took as an example the α-amylase-coding gene (amyA) and examined the role of codon usage bias in regulating gene expression in the typical prokaryote Escherichia coli. We confirmed the higher translation efficiency on codon-optimized amyA RNAs and found that the RNA level itself was also affected by codon optimization. The decreased RNA level was caused at least in part by altered mRNA stability at the post-transcriptional level. Codon optimization also altered the number of cytosine methylation sites. Examination on dcm knockouts suggested that cytosine methylation may be a minor mechanism adopted by codon bias to regulate gene RNA levels. More studies are required to verify the global effect of codon usage and to reveal its detailed mechanism on transcription.


Assuntos
Uso do Códon , Citosina/metabolismo , Metilação de DNA , Escherichia coli/genética , RNA Bacteriano/genética , RNA Mensageiro/genética , alfa-Amilases/genética , Códon , Neurospora crassa/genética , Estabilidade de RNA , alfa-Amilases/metabolismo
2.
Sci Rep ; 8(1): 10223, 2018 07 05.
Artigo em Inglês | MEDLINE | ID: mdl-29976927

RESUMO

In many prokaryotes but limited eukaryotic species, the combination of transposon mutagenesis and high-throughput sequencing has greatly accelerated the identification of essential genes. Here we successfully applied this technique to the methylotrophic yeast Pichia pastoris and classified its conditionally essential/non-essential gene sets. Firstly, we showed that two DNA transposons, TcBuster and Sleeping beauty, had high transposition activities in P. pastoris. By merging their insertion libraries and performing Tn-seq, we identified a total of 202,858 unique insertions under glucose supported growth condition. We then developed a machine learning method to classify the 5,040 annotated genes into putatively essential, putatively non-essential, ambig1 and ambig2 groups, and validated the accuracy of this classification model. Besides, Tn-seq was also performed under methanol supported growth condition and methanol specific essential genes were identified. The comparison of conditionally essential genes between glucose and methanol supported growth conditions helped to reveal potential novel targets involved in methanol metabolism and signaling. Our findings suggest that transposon mutagenesis and Tn-seq could be applied in the methylotrophic yeast Pichia pastoris to classify conditionally essential/non-essential gene sets. Our work also shows that determining gene essentiality under different culture conditions could help to screen for novel functional components specifically involved in methanol metabolism.


Assuntos
Genes Essenciais , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Mutagênese Insercional/métodos , Pichia/crescimento & desenvolvimento , Elementos de DNA Transponíveis , Proteínas Fúngicas/genética , Glucose/metabolismo , Aprendizado de Máquina , Metanol/metabolismo , Anotação de Sequência Molecular , Pichia/genética , Pichia/metabolismo , Análise de Sequência de DNA
3.
Biotechnol Lett ; 40(9-10): 1365-1376, 2018 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-30003383

RESUMO

OBJECTIVE: Around one-fourth of the Komagataella phaffii genes encode hypothetical proteins with unknown functions. However, lack of powerful tools for genetic screening in K. phaffii significantly limits the functional analysis of these unknown genes. Transposon mutagenesis has been utilized as an insertional mutagenesis tool in many other organisms and would be extremely valuable if it could be applied in K. phaffii. RESULTS: In this study, we investigated in K. phaffii the transposition activity and efficiency of piggyBac (PB) transposon, a DNA transposon from the cabbage looper moth Trichoplusia ni through the integrated-plasmid system. We also designed a binary-plasmid system which could generate stable mutants. Finally we evaluated the quality of this mutagenesis system by a simple screening for functional genes involved in K. phaffii carbon catabolite repression. CONCLUSIONS: Our results demonstrate that PB-mediated mutagenesis could be a feasible and useful tool for functional gene screening in K. phaffii.


Assuntos
Elementos de DNA Transponíveis , Genética Microbiana/métodos , Mutagênese Insercional/métodos , Saccharomycetales/genética , Testes Genéticos/métodos
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