Real-time demultiplexing Nanopore barcoded sequencing data with npBarcode

被引:4
作者
Son Hoang Nguyen [1 ]
Duarte, Tania P. S. [1 ]
Coin, Lachlan J. M. [1 ]
Minh Duc Cao [1 ]
机构
[1] Univ Queensland, Inst Mol Biosci, Brisbane, Qld 4072, Australia
基金
英国医学研究理事会;
关键词
ALGORITHM;
D O I
10.1093/bioinformatics/btx537
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: The recent introduction of a barcoding protocol for Oxford Nanopore sequencing has increased the versatility of the technology. Several bioinformatics tools have been developed to demultiplex barcoded reads, but none of them supports streaming analysis. This limits the use of multiplexed sequencing in real-time applications, which is one of the main advantages of the technology. Results: We introduced npBarcode, an open source and cross-platform tool for barcode demultiplexing in streaming fashion that can be used to pipe data to further real-time analyses. The tool also provides a friendly graphical user interface by integrating the module into npReader, making possible to monitor the progress concurrently when the sequencing is still in progress. We show that our algorithm achieves accuracies at least as good as competing tools.
引用
收藏
页码:3988 / 3990
页数:3
相关论文
共 50 条
[41]   Real-time multimodal image registration with partial intraoperative point-set data [J].
Baum, Zachary M. C. ;
Hu, Yipeng ;
Barratt, Dean C. .
MEDICAL IMAGE ANALYSIS, 2021, 74
[42]   A hybrid optimization-based recurrent neural network for real-time data prediction [J].
Wang, Xiaoxia ;
Ma, Liangyu ;
Wang, Bingshu ;
Wang, Tao .
NEUROCOMPUTING, 2013, 120 :547-559
[43]   Efficient algorithm for transferring a real-time HEVC stream with haptic data through the internet [J].
Kokkonis, George ;
Psannis, Kostas E. ;
Roumeliotis, Manos ;
Ishibashi, Yutaka .
JOURNAL OF REAL-TIME IMAGE PROCESSING, 2016, 12 (02) :343-355
[44]   On the Definition of Real-Time: Applications and Systems [J].
Kejariwal, Arun ;
Orsini, Francois .
2016 IEEE TRUSTCOM/BIGDATASE/ISPA, 2016, :2213-2220
[45]   Enhanced data communication models for real-time power system monitoring in a distributed platform [J].
Kannan, Nithiyananthan ;
Thomas, Sunil ;
Mobarak, Youssef ;
Alharbi, Fand .
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2020, 31 (12)
[46]   Real-time segmentation for tomographic imaging [J].
Schoonhoven, Richard ;
Buurlage, Jan-Willem ;
Pelt, Daniel M. ;
Batenburg, Kees Joost .
PROCEEDINGS OF THE 2020 IEEE 30TH INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP), 2020,
[47]   A Real-time Modeling of Photovoltaic Array [J].
Wang Wei ;
Li Ning ;
Li Shaoyuan .
CHINESE JOURNAL OF CHEMICAL ENGINEERING, 2012, 20 (06) :1154-1160
[48]   Real-time UFIR parameter identification [J].
Siegl, Steffen ;
Svaricek, Ferdinand .
AT-AUTOMATISIERUNGSTECHNIK, 2020, 68 (03) :176-195
[49]   A Real-Time Burst Detection Method [J].
Ebina, Ryohei ;
Nakamura, Kenji ;
Oyanagi, Shigeru .
2011 23RD IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2011), 2011, :1040-1046
[50]   Real-Time Image Segmentation on a GPU [J].
Abramov, Alexey ;
Kulvicius, Tomas ;
Woergoetter, Florentin ;
Dellen, Babette .
FACING THE MULTICORE-CHALLENGE: ASPECTS OF NEW PARADIGMS AND TECHNOLOGIES IN PARALLEL COMPUTING, 2010, 6310 :131-+