Microbiome data science

被引:0
|
作者
Sudarshan A Shetty
Leo Lahti
机构
[1] Wageningen University and Research,Laboratory of Microbiology
[2] University of Turku,Department of Future Technologies
来源
Journal of Biosciences | 2019年 / 44卷
关键词
Bioinformatics; data science; microbiome; open science; research software;
D O I
暂无
中图分类号
学科分类号
摘要
Best practices from open data science are spreading across research fields, providing new opportunities for research and education. Open data science emphasizes the view that digitalization is enabling new forms of resource sharing, collaboration and outreach. This has the potential to improve the overall transparency and efficiency of research. Microbiome bioinformatics is a rapidly developing area that can greatly benefit from this progress. The concept of microbiome data science refers to the application of best practices from open data science to microbiome bioinformatics. The increasing availability of open data and new opportunities to collaborate online are greatly facilitating the development of this field. A microbiome data science ecosystem combines experimental research data with open data processing and analysis and reproducible tutorials that can also serve as an educational resource. Here, we provide an overview of the current status of microbiome data science from a community developer perspective and propose directions for future development of the field.
引用
收藏
相关论文
共 50 条
  • [21] Author Correction: Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2
    Evan Bolyen
    Jai Ram Rideout
    Matthew R. Dillon
    Nicholas A. Bokulich
    Christian C. Abnet
    Gabriel A. Al-Ghalith
    Harriet Alexander
    Eric J. Alm
    Manimozhiyan Arumugam
    Francesco Asnicar
    Yang Bai
    Jordan E. Bisanz
    Kyle Bittinger
    Asker Brejnrod
    Colin J. Brislawn
    C. Titus Brown
    Benjamin J. Callahan
    Andrés Mauricio Caraballo-Rodríguez
    John Chase
    Emily K. Cope
    Ricardo Da Silva
    Christian Diener
    Pieter C. Dorrestein
    Gavin M. Douglas
    Daniel M. Durall
    Claire Duvallet
    Christian F. Edwardson
    Madeleine Ernst
    Mehrbod Estaki
    Jennifer Fouquier
    Julia M. Gauglitz
    Sean M. Gibbons
    Deanna L. Gibson
    Antonio Gonzalez
    Kestrel Gorlick
    Jiarong Guo
    Benjamin Hillmann
    Susan Holmes
    Hannes Holste
    Curtis Huttenhower
    Gavin A. Huttley
    Stefan Janssen
    Alan K. Jarmusch
    Lingjing Jiang
    Benjamin D. Kaehler
    Kyo Bin Kang
    Christopher R. Keefe
    Paul Keim
    Scott T. Kelley
    Dan Knights
    Nature Biotechnology, 2019, 37 : 1091 - 1091
  • [22] The bovine milk microbiome - an evolving science
    Ruegg, Pamela L.
    DOMESTIC ANIMAL ENDOCRINOLOGY, 2022, 79
  • [23] Language, numeracy and logic in microbiome science
    Fergus Shanahan
    Colin Hill
    Nature Reviews Gastroenterology & Hepatology, 2019, 16 : 387 - 388
  • [24] Microbiome: Soil science comes to life
    Roger East
    Nature, 2013, 501 : S18 - S19
  • [25] A framework for microbiome science in public health
    Wilkinson, Jeremy E.
    Franzosa, Eric A.
    Everett, Christine
    Li, Chengchen
    Hu, Frank B.
    Wirth, Dyann F.
    Song, Mingyang
    Chan, Andrew T.
    Rimm, Eric
    Garrett, Wendy S.
    Huttenhower, Curtis
    NATURE MEDICINE, 2021, 27 (05) : 766 - 774
  • [26] Dark Matter: The New Science of the Microbiome
    Wortley, Chris
    LANCET GASTROENTEROLOGY & HEPATOLOGY, 2023, 8 (11): : 974 - 974
  • [27] A framework for microbiome science in public health
    Jeremy E. Wilkinson
    Eric A. Franzosa
    Christine Everett
    Chengchen Li
    Frank B. Hu
    Dyann F. Wirth
    Mingyang Song
    Andrew T. Chan
    Eric Rimm
    Wendy S. Garrett
    Curtis Huttenhower
    Nature Medicine, 2021, 27 : 766 - 774
  • [28] MICROBIOME Soil science comes to life
    East, Roger
    NATURE, 2013, 501 (7468) : S18 - S19
  • [29] Microbiome science needs more microbiologists
    Lauren C. Radlinski
    Andreas J. Bäumler
    Nature Microbiology, 2025, 10 (2) : 263 - 264
  • [30] The National Microbiome Data Collaborative Data Portal: an integrated multi-omics microbiome data resource
    Eloe-Fadrosh, Emiley A.
    Ahmed, Faiza
    Anubhav
    Babinski, Michal
    Baumes, Jeffrey
    Borkum, Mark
    Bramer, Lisa
    Canon, Shane
    Christianson, Danielle S.
    Corilo, Yuri E.
    Davenport, Karen W.
    Davis, Brandon
    Drake, Meghan
    Duncan, William D.
    Flynn, Mark C.
    Hays, David
    Hu, Bin
    Huntemann, Marcel
    Kelliher, Julia
    Lebedeva, Sofya
    Li, Po-E
    Lipton, Mary
    Lo, Chien-Chi
    Martin, Stanton
    Millard, David
    Miller, Kayd
    Miller, Mark A.
    Piehowski, Paul
    Jackson, Elais Player
    Purvine, Samuel
    Reddy, T. B. K.
    Richardson, Rachel
    Rudolph, Marisa
    Sarrafan, Setareh
    Shakya, Migun
    Smith, Montana
    Stratton, Kelly
    Sundaramurthi, Jagadish Chandrabose
    Vangay, Pajau
    Winston, Donald
    Wood-Charlson, Elisha M.
    Xu, Yan
    Chain, Patrick S. G.
    McCue, Lee Ann
    Mans, Douglas
    Mungall, Christopher J.
    Mouncey, Nigel J.
    Fagnan, Kjiersten
    NUCLEIC ACIDS RESEARCH, 2022, 50 (D1) : D828 - D836