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1.
ACS Nano ; 15(1): 489-502, 2021 01 26.
Article de Anglais | MEDLINE | ID: mdl-33370106

RÉSUMÉ

DNA polymerases have revolutionized the biotechnology field due to their ability to precisely replicate stored genetic information. Screening variants of these enzymes for specific properties gives the opportunity to identify polymerases with different features. We have previously developed a single-molecule DNA sequencing platform by coupling a DNA polymerase to an α-hemolysin pore on a nanopore array. Here, we use this approach to demonstrate a single-molecule method that enables rapid screening of polymerase variants in a multiplex manner. In this approach, barcoded DNA strands are complexed with polymerase variants and serve as templates for nanopore sequencing. Nanopore sequencing of the barcoded DNA reveals both the barcode identity and kinetic properties of the polymerase variant associated with the cognate barcode, allowing for multiplexed investigation of many polymerase variants in parallel on a single nanopore array. Further, we develop a robust classification algorithm that discriminates kinetic characteristics of the different polymerase mutants. As a proof of concept, we demonstrate the utility of our approach by screening a library of ∼100 polymerases to identify variants for potential applications of biotechnological interest. We anticipate our screening method to be broadly useful for applications that require polymerases with altered physical properties.


Sujet(s)
Nanopores , ADN , DNA-directed DNA polymerase , Cinétique , Analyse de séquence d'ADN
2.
Bioinformatics ; 20(9): 1462-3, 2004 Jun 12.
Article de Anglais | MEDLINE | ID: mdl-14962933

RÉSUMÉ

SUMMARY: The NetAffx Gene Ontology (GO) Mining Tool is a web-based, interactive tool that permits traversal of the GO graph in the context of microarray data. It accepts a list of Affymetrix probe sets and renders a GO graph as a heat map colored according to significance measurements. The rendered graph is interactive, with nodes linked to public web sites and to lists of the relevant probe sets. The GO Mining Tool provides visualization combining biological annotation with expression data, encompassing thousands of genes in one interactive view. AVAILABILITY: GO Mining Tool is freely available at http://www.affymetrix.com/analysis/query/go_analysis.affx


Sujet(s)
Algorithmes , Documentation/méthodes , Mémorisation et recherche des informations/méthodes , Traitement du langage naturel , Séquençage par oligonucléotides en batterie , Logiciel , Interface utilisateur , /méthodes , Infographie , Systèmes de gestion de bases de données , Analyse de profil d'expression de gènes/méthodes
3.
Nucleic Acids Res ; 31(1): 82-6, 2003 Jan 01.
Article de Anglais | MEDLINE | ID: mdl-12519953

RÉSUMÉ

NetAffx (http://www.affymetrix.com) details and annotates probesets on Affymetrix GeneChip microarrays. These annotations include (i) static information specific to the probeset composition; (ii) sequence annotations extracted from public databases; and (iii) protein sequence-level annotations derived from public domain programs, as well as libraries of hidden Markov models (HMMs) developed at Affymetrix. For each probeset, NetAffx lists the probe sequences, and the consensus sequence interrogated by the probes; for the larger chip sets, interactive maps display this sequence data in genomic context. Sequence annotations include Gene Ontology (GO) terms and depiction of GO graph relationships; predicted protein domains and motifs; orthologous sequences; links to relevant pathways; and links to public databases including UniGene, LocusLink, SWISS-PROT and OMIM.


Sujet(s)
Bases de données génétiques , Analyse de profil d'expression de gènes , Séquençage par oligonucléotides en batterie , Animaux , Séquence consensus , Mémorisation et recherche des informations , Chaines de Markov , Protéines/composition chimique , Analyse de séquence de protéine , Logiciel
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