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1.
Genomics Proteomics Bioinformatics ; 20(2): 405-417, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35680095

RESUMO

High-quality DNA extraction is a crucial step in metagenomic studies. Bias by different isolation kits impairs the comparison across datasets. A trending topic is, however, the analysis of multiple metagenomes from the same patients to draw a holistic picture of microbiota associated with diseases. We thus collected bile, stool, saliva, plaque, sputum, and conjunctival swab samples and performed DNA extraction with three commercial kits. For each combination of the specimen type and DNA extraction kit, 20-gigabase (Gb) metagenomic data were generated using short-read sequencing. While profiles of the specimen types showed close proximity to each other, we observed notable differences in the alpha diversity and composition of the microbiota depending on the DNA extraction kits. No kit outperformed all selected kits on every specimen. We reached consistently good results using the Qiagen QiAamp DNA Microbiome Kit. Depending on the specimen, our data indicate that over 10 Gb of sequencing data are required to achieve sufficient resolution, but DNA-based identification is superior to identification by mass spectrometry. Finally, long-read nanopore sequencing confirmed the results (correlation coefficient > 0.98). Our results thus suggest using a strategy with only one kit for studies aiming for a direct comparison of multiple microbiotas from the same patients.


Assuntos
Metagenoma , Microbiota , Humanos , Metagenômica/métodos , Microbiota/genética , Fezes , Sequenciamento de Nucleotídeos em Larga Escala/métodos , DNA/genética , DNA Bacteriano/genética
2.
Nucleic Acids Res ; 49(2): e10, 2021 01 25.
Artigo em Inglês | MEDLINE | ID: mdl-33290507

RESUMO

Results of massive parallel sequencing-by-synthesis vary depending on the sequencing approach. CoolMPS™ is a new sequencing chemistry that incorporates bases by labeled antibodies. To evaluate the performance, we sequenced 240 human non-coding RNA samples (dementia patients and controls) with and without CoolMPS. The Q30 value as indicator of the per base sequencing quality increased from 91.8 to 94%. The higher quality was reached across the whole read length. Likewise, the percentage of reads mapping to the human genome increased from 84.9 to 86.2%. For both technologies, we computed similar distributions between different RNA classes (miRNA, piRNA, tRNA, snoRNA and yRNA) and within the classes. While standard sequencing-by-synthesis allowed to recover more annotated miRNAs, CoolMPS yielded more novel miRNAs. The correlation between the two methods was 0.97. Evaluating the diagnostic performance, we observed lower minimal P-values for CoolMPS (adjusted P-value of 0.0006 versus 0.0004) and larger effect sizes (Cohen's d of 0.878 versus 0.9). Validating 19 miRNAs resulted in a correlation of 0.852 between CoolMPS and reverse transcriptase-quantitative polymerase chain reaction. Comparison to data generated with Illumina technology confirmed a known shift in the overall RNA composition. With CoolMPS we evaluated a novel sequencing-by-synthesis technology showing high performance for the analysis of non-coding RNAs.


Assuntos
Sequenciamento de Nucleotídeos em Larga Escala/métodos , RNA não Traduzido/química , Análise de Sequência de RNA/métodos , Especificidade de Anticorpos , Biomarcadores , Biologia Computacional , DNA Complementar/genética , Bases de Dados Genéticas , Conjuntos de Dados como Assunto , Demência/sangue , Demência/genética , Técnica Direta de Fluorescência para Anticorpo , Biblioteca Gênica , Humanos , Biópsia Líquida , MicroRNAs/química , MicroRNAs/genética , Nucleotídeos/imunologia , RNA não Traduzido/síntese química , RNA não Traduzido/genética , Reprodutibilidade dos Testes , Reação em Cadeia da Polimerase Via Transcriptase Reversa
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