NanoporeInspect: An interactive tool for evaluating nanopore sequencing quality and ligation efficiency

In nanopore sequencing, especially in SELEX-based aptamer discovery, the correct ligation of artificial sequences (primers, adapters, barcodes) is crucial for library quality. Errors at this stage can lead to misidentification of sequences and loss of valuable information. Existing quality control t...

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Vydané v:Journal of bioinformatics and computational biology Ročník 23; číslo 4; s. 2550011
Hlavní autori: Grigoryeva, Maria A, Khrenova, Maria G, Zvereva, Maria I
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Singapore 01.08.2025
Predmet:
Computational Biology - methods
Gene Library
Internet
Nanopore Sequencing - methods
Nanopore Sequencing - standards
Nanopores
Quality Control
SELEX Aptamer Technique
Sequence Analysis, DNA - methods
Software
nanopore sequencing
peak detection
ONT
primer
DNA
ligation
smoothing
distribution
barcode
quality
ISSN:1757-6334, 1757-6334
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Popis
Shrnutí:In nanopore sequencing, especially in SELEX-based aptamer discovery, the correct ligation of artificial sequences (primers, adapters, barcodes) is crucial for library quality. Errors at this stage can lead to misidentification of sequences and loss of valuable information. Existing quality control tools lack focused capabilities to assess the positioning and prevalence of these artificial sequences. NanoporeInspect is a web-based tool designed to fill this gap by providing targeted insights into ligation efficacy and systematic biases within sequencing data. NanoporeInspect operates as a user-friendly, web-based platform that leverages a modern software stack with Flask, Celery and Redis to handle scalable and asynchronous task processing, and Plotly to deliver interactive visualizations. Evaluation of NanoporeInspect on various nanopore datasets demonstrated its effectiveness in discerning differences in ligation quality. Libraries with inefficient ligation showed irregular adapter and barcode distributions, indicating preparation issues, while high-quality libraries displayed uniform patterns, reflecting effective ligation.
Bibliografia:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
ISSN:1757-6334
1757-6334
DOI:10.1142/S0219720025500118