Multi-omics reveals the phyllosphere microbial community and material transformations in cigars

被引:1
|
作者
Wang, Xiaoyu [1 ]
Yang, Shuai [2 ]
Gao, Qiang [3 ]
Dai, Youqing [4 ]
Tian, Lei [3 ]
Wen, Liang [3 ]
Yan, Honghao [1 ]
Yang, Long [1 ]
Hou, Xin [1 ]
Liu, Peng [1 ]
Zhang, Li [1 ]
机构
[1] Shandong Agr Univ, Coll Plant Protect, Tai An, Peoples R China
[2] Yuxi Zhongyan Tobacco Seed Co Ltd, Yuxi, Peoples R China
[3] Shandong Linyi Tobacco Co Ltd, Linyi, Peoples R China
[4] China Tobacco Shandong Ind Co Ltd, Cigar Operating Ctr, Jinan, Peoples R China
关键词
cigar tobacco leaf; fermentation; phyllosphere microbial community; chemical composition; multi-omics; metabolomics; ALPHA-AMYLASE; TOBACCO; FERMENTATION; METABOLITES; PSEUDOMONAS; STARCH; AFMK;
D O I
10.3389/fmicb.2024.1436382
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
The quality of fermented plant leaves is closely related to the interleaf microorganisms and their metabolic activities. In this experiment, a multi-omics analysis was applied to investigate the link between the structural composition of the phyllosphere microbial community and the main metabolites during the fermentation process. It was found that the whole fermentation process of cigar leaves could be divided into three stages, in which the Mid-Stage was the most active period of microbial metabolic activities and occupied an important position. Staphylococcus, Brevundimonas, Acinetobacter, Brevibacterium, Pantoea, Aspergillus, Wallemia, Meyerozyma, Sampaiozyma, Adosporium and Trichomonascus played important roles in this fermentation. Staphylococcus and Aspergillus are the microorganisms that play an important role in the fermentation process. Staphylococcus were strongly correlated with lipids and amino acids, despite its low abundance, Stenotrophomonas is importantly associated with terpene and plays a significant role throughout the process. It is worth noting that Wapper exists more characteristic fungal genera than Filler and is more rapid in fermentation progress, which implies that the details of the fermentation process should be adjusted appropriately to ensure stable quality when faced with plant leaves of different genotypes. This experiment explored the relationship between metabolites and microorganisms, and provided a theoretical basis for further optimizing the fermentation process of plant leaves and developing techniques to improve product quality. Biomarker is mostly present in the pre-fermentation phase, but the mid-fermentation phase is the most important part of the process.
引用
收藏
页数:20
相关论文
共 50 条
  • [21] Editorial: Multi-Omics Revolution in Microbial Cultural Heritage Conservation
    Marvasi, Massimiliano
    Pangallo, Domenico
    Cavalieri, Duccio
    Poyatos-Jimenez, Fernando
    FRONTIERS IN MICROBIOLOGY, 2021, 12
  • [22] Multi-Omics Analysis Reveals MicroRNAs Associated With Cardiometabolic Traits
    Mens, Michelle M. J.
    Maas, Silvana C. E.
    Klap, Jaco
    Weverling, Gerrit Jan
    Klatser, Paul
    Brakenhoff, Just P. J.
    van Meurs, Joyce B. J.
    Uitterlinden, Andre G.
    Ikram, M. Arfan
    Kavousi, Maryam
    Ghanbari, Mohsen
    FRONTIERS IN GENETICS, 2020, 11
  • [23] Multi-omics approach reveals novel pathogenic indicators of DISH
    Veras, Matthew
    Tenn, Neil
    Kuljanin, Miljan
    Lajoie, Gilles
    Hammond, James
    Dixon, S. Jeffrey
    Seguin, Cheryle
    JOURNAL OF BONE AND MINERAL RESEARCH, 2018, 33 : 57 - 58
  • [24] The multi-omics promise in context: from sequence to microbial isolate
    Gutleben, Johanna
    De Mares, Maryam Chaib
    van Elsas, Jan Dirk
    Smidt, Hauke
    Overmann, Joerg
    Sipkema, Detmer
    CRITICAL REVIEWS IN MICROBIOLOGY, 2018, 44 (02) : 212 - 229
  • [25] An automated workflow for multi-omics screening of microbial model organisms
    Donati, Stefano
    Mattanovich, Matthias
    Hjort, Pernille
    Jacobsen, Simo Abdessamad Baallal
    Blomquist, Sarah Dina
    Mangaard, Drude
    Gurdo, Nicolas
    Pastor, Felix Pacheco
    Maury, Jerome
    Hanke, Rene
    Herrgard, Markus J.
    Wulff, Tune
    Jakociunas, Tadas
    Nielsen, Lars Keld
    McCloskey, Douglas
    NPJ SYSTEMS BIOLOGY AND APPLICATIONS, 2023, 9 (01)
  • [26] Multi-omics of the gut microbial ecosystem in inflammatory bowel diseases
    Lloyd-Price, Jason
    Arze, Cesar
    Ananthakrishnan, Ashwin N.
    Schirmer, Melanie
    Avila-Pacheco, Julian
    Poon, Tiffany W.
    Andrews, Elizabeth
    Ajami, Nadim J.
    Bonham, Kevin S.
    Brislawn, Colin J.
    Casero, David
    Courtney, Holly
    Gonzalez, Antonio
    Graeber, Thomas G.
    Hall, A. Brantley
    Lake, Kathleen
    Landers, Carol J.
    Mallick, Himel
    Plichta, Damian R.
    Prasad, Mahadev
    Rahnavard, Gholamali
    Sauk, Jenny
    Shungin, Dmitry
    Vazquez-Baeza, Yoshiki
    White, Richard A., III
    Braun, Jonathan
    Denson, Lee A.
    Jansson, Janet K.
    Knight, Rob
    Kugathasan, Subra
    McGovern, Dermot P. B.
    Petrosino, Joseph F.
    Stappenbeck, Thaddeus S.
    Winter, Harland S.
    Clish, Clary B.
    Franzosa, Eric A.
    Vlamakis, Hera
    Xavier, Ramnik J.
    Huttenhower, Curtis
    Bishai, Jason
    Bullock, Kevin
    Deik, Amy
    Dennis, Courtney
    Kaplan, Jess L.
    Khalili, Hamed
    McIver, Lauren J.
    Moran, Christopher J.
    Nguyen, Long
    Pierce, Kerry A.
    Schwager, Randall
    NATURE, 2019, 569 (7758) : 655 - +
  • [27] Multi-omics of the gut microbial ecosystem in inflammatory bowel diseases
    Jason Lloyd-Price
    Cesar Arze
    Ashwin N. Ananthakrishnan
    Melanie Schirmer
    Julian Avila-Pacheco
    Tiffany W. Poon
    Elizabeth Andrews
    Nadim J. Ajami
    Kevin S. Bonham
    Colin J. Brislawn
    David Casero
    Holly Courtney
    Antonio Gonzalez
    Thomas G. Graeber
    A. Brantley Hall
    Kathleen Lake
    Carol J. Landers
    Himel Mallick
    Damian R. Plichta
    Mahadev Prasad
    Gholamali Rahnavard
    Jenny Sauk
    Dmitry Shungin
    Yoshiki Vázquez-Baeza
    Richard A. White
    Jonathan Braun
    Lee A. Denson
    Janet K. Jansson
    Rob Knight
    Subra Kugathasan
    Dermot P. B. McGovern
    Joseph F. Petrosino
    Thaddeus S. Stappenbeck
    Harland S. Winter
    Clary B. Clish
    Eric A. Franzosa
    Hera Vlamakis
    Ramnik J. Xavier
    Curtis Huttenhower
    Nature, 2019, 569 : 655 - 662
  • [28] An automated workflow for multi-omics screening of microbial model organisms
    Stefano Donati
    Matthias Mattanovich
    Pernille Hjort
    Simo Abdessamad Baallal Jacobsen
    Sarah Dina Blomquist
    Drude Mangaard
    Nicolas Gurdo
    Felix Pacheco Pastor
    Jérôme Maury
    Rene Hanke
    Markus J. Herrgård
    Tune Wulff
    Tadas Jakočiūnas
    Lars Keld Nielsen
    Douglas McCloskey
    npj Systems Biology and Applications, 9
  • [29] Integrated Multi-Omics Reveals New Ruminal Microbial Features Associated with Peanut Vine Efficiency in Dairy Cattle
    Teng, Zhanwei
    Zhang, Ningning
    Zhang, Lijie
    Zhang, Liyang
    Liu, Shenhe
    Fu, Tong
    Wang, Qinghua
    Gao, Tengyun
    LIFE-BASEL, 2024, 14 (07):
  • [30] Multi-Omics Analysis Reveals Age-Related Microbial and Metabolite Alterations in Non-Human Primates
    Chen, Xiang
    Liu, Yiyun
    Pu, Juncai
    Gui, Siwen
    Wang, Dongfang
    Zhong, Xiaogang
    Tao, Wei
    Chen, Xiaopeng
    Chen, Weiyi
    Chen, Yue
    Qiao, Renjie
    Xie, Peng
    MICROORGANISMS, 2023, 11 (10)