TaxonTableTools: A comprehensive, platform-independent graphical user interface software to explore and visualise DNA metabarcoding data

被引:26
|
作者
Macher, Till-Hendrik [1 ]
Beermann, Arne J. [1 ]
Leese, Florian [1 ]
机构
[1] Univ Duisburg Essen, Aquat Ecosyst Res, Univ Str 5, D-45141 Essen, Germany
关键词
biodiversity; bioinformatics; biomonitoring; data analysis; eDNA; OTUs; DIVERSITY; BIOMASS; BARCODE;
D O I
10.1111/1755-0998.13358
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
DNA metabarcoding is increasingly used as a tool to assess biodiversity in research and environmental management. Powerful analysis software exists to process raw data. However, the translation of sequence read data into biological information and downstream analyses may be difficult for end users with limited expertise in bioinformatics. Thus, there is a growing need for easy-to-use, graphical user interface (GUI) software to analyse and visualise DNA metabarcoding data. Here, we present TaxonTableTools (TTT), a new platform-independent GUI that aims to fill this gap by providing simple, reproducible analysis and visualisation workflows. At its base, TTT uses a "TaXon table", which is a data format that can be generated easily within TTT from two input files: a read table and a taxonomy table obtained using various published metabarcoding pipelines. TTT analysis and visualisation modules include Venn diagrams to compare taxon overlap among replicates, samples, or analysis methods. TTT analyses and visualises basic statistics, such as read proportion per taxon, as well as more sophisticated visualisations, such as interactive Krona charts for taxonomic data exploration. Various ecological analyses can be produced directly, including alpha or beta diversity estimates, and rarefaction analysis ordination plots. Metabarcoding data can be converted into formats required for traditional, taxonomy-based analyses performed by regulatory bioassessment programs. In addition, TTT is able to produce html-based interactive graphics that can be analysed in any web browser. The software comes with a manual and tutorial, is free and publicly available through GitHub () or the Python package index ().
引用
收藏
页码:1705 / 1714
页数:10
相关论文
共 27 条
  • [1] A platform-independent graphical user interface for SEQSEE and XALIGN
    Wishart, DS
    Fortin, S
    Woloschuk, DR
    Wong, W
    Rosborough, T
    VanDomselaar, G
    Schaeffer, J
    Szafron, D
    [J]. COMPUTER APPLICATIONS IN THE BIOSCIENCES, 1997, 13 (05): : 561 - 562
  • [2] On separation of platform-independent particles in user interfacesSurvey on separation of concerns in user interface design
    Tomas Cerny
    Michael J. Donahoo
    [J]. Cluster Computing, 2015, 18 : 1215 - 1228
  • [3] An LPGM Method: Platform Independent Modeling and Development of Graphical User Interface
    Krystof, Jan
    [J]. INFORMATICA-JOURNAL OF COMPUTING AND INFORMATICS, 2010, 34 (03): : 353 - 367
  • [4] A SYSTEM-INDEPENDENT GRAPHICAL USER-INTERFACE FOR STATISTICAL SOFTWARE
    LIU, LM
    CHAN, KK
    MONTGOMERY, AL
    MULLER, ME
    [J]. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 1995, 19 (01) : 23 - 44
  • [5] Platform-independent models for age prediction using DNA methylation data
    Hong, Sae Rom
    Shin, Kyoung-Jin
    Jung, Sang-Eun
    Lee, Eun Hee
    Lee, Hwan Young
    [J]. FORENSIC SCIENCE INTERNATIONAL-GENETICS, 2019, 38 : 39 - 47
  • [6] NDI: A Platform-Independent Data Interface and Database for Neuroscience Physiology and Imaging Experiments
    Murillo, Daniel Garcia
    Zhao, Yixin
    Rogovin, Ora S.
    Zhang, Kelly
    Hu, Andrew W.
    Kim, Mo Re
    Chen, Shufei
    Wang, Ziqi
    Keeley, Zoey C.
    Shin, Daniel, I
    Casanova, Victor M. Suarez
    Zhu, Yannan
    Martin, Lisandro
    Papaemmanouil, Olga
    Van Hooser, Stephen D.
    [J]. ENEURO, 2022, 9 (01)
  • [7] HDBStat!: A platform-independent software suite for statistical analysis of high dimensional biology data
    Trivedi, P
    Edwards, JW
    Wang, JL
    Gadbury, GL
    Srinivasasainagendra, V
    Zakharkin, SO
    Kim, K
    Mehta, T
    Brand, JPL
    Patki, A
    Page, GP
    Allison, DB
    [J]. BMC BIOINFORMATICS, 2005, 6 (1)
  • [8] HDBStat!: A platform-independent software suite for statistical analysis of high dimensional biology data
    Prinal Trivedi
    Jode W Edwards
    Jelai Wang
    Gary L Gadbury
    Vinodh Srinivasasainagendra
    Stanislav O Zakharkin
    Kyoungmi Kim
    Tapan Mehta
    Jacob PL Brand
    Amit Patki
    Grier P Page
    David B Allison
    [J]. BMC Bioinformatics, 6
  • [9] OpenFunction: An Extensible Data Plane Abstraction Protocol for Platform-Independent Software-Defined Middleboxes
    Tian, Chen
    Munir, Ali
    Liu, Alex X.
    Yang, Jie
    Zhao, Yangming
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2018, 26 (03) : 1488 - 1501
  • [10] OpenFunction: An Extensible Data Plane Abstraction Protocol for Platform-independent Software-Defined Middleboxes
    Tian, Chen
    Liu, Alex X.
    Munir, Ali
    Yang, Jie
    [J]. 2016 IEEE 24TH INTERNATIONAL CONFERENCE ON NETWORK PROTOCOLS (ICNP), 2016,