The microbiota diversity of Festuca sinensis seeds in Qinghai-Tibet Plateau and their relationship with environments

A total of 14 Festuca sinensis seed lots were collected from different geographical locations on the Qinghai-Tibet Plateau to study the seed microbiota and determine the abiotic (temperature, precipitation, and elevation) and biotic ( Epichloë sinensis infection rate) factors likely to shape the see...

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Published in:Frontiers in microbiology Vol. 13; p. 956489
Main Authors: Gao, Yue, Chen, Youjun, Luo, Yang, Liu, Junying, Tian, Pei, Nan, Zhibiao, Zhou, Qingping
Format: Journal Article
Language:English
Published: Frontiers Media S.A 03-08-2022
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Abstract A total of 14 Festuca sinensis seed lots were collected from different geographical locations on the Qinghai-Tibet Plateau to study the seed microbiota and determine the abiotic (temperature, precipitation, and elevation) and biotic ( Epichloë sinensis infection rate) factors likely to shape the seed microbiome. The 14 seed lots had different bacterial and fungal structures and significantly different diversities ( p < 0.05). The α-diversity indices of the bacteria were significantly correlated with precipitation ( p < 0.05), whereas those of the fungi were significantly correlated with temperature ( p < 0.05). Microbiota analysis showed that Proteobacteria, Cyanobacteria, and Bacteroidetes were the most abundant bacteria at the phylum level in the seeds, and Ascomycota and Basidiomycota were the most abundant fungi. β-diversity analysis suggested large differences in the microbial communities of each sample. Redundancy analysis showed that temperature and precipitation were the main environmental factors that drive variations in the microbial community, at the medium-high elevation (3,000–4,500 m), the impact of temperature and precipitation on microbial community is different, and the other elevations that effect on microbial community were basically identical. Spearman's correlation analysis showed that the relative abundances of the most abundant bacterial phyla were significantly correlated with temperature ( p < 0.05), whereas those of the most abundant fungal phyla were significantly correlated with precipitation ( p < 0.05). E. sinensis infection rates were significantly correlated with elevation and temperature ( p < 0.05). These results suggest that temperature and precipitation are the key factors driving the microbial community, that temperature and elevation also had a great influence on the E. sinensis infection rate, and that environmental factors (temperature and elevation) may further affect the microbial community by regulating the E. sinensis infection rate.
AbstractList A total of 14 Festuca sinensis seed lots were collected from different geographical locations on the Qinghai-Tibet Plateau to study the seed microbiota and determine the abiotic (temperature, precipitation, and elevation) and biotic ( Epichloë sinensis infection rate) factors likely to shape the seed microbiome. The 14 seed lots had different bacterial and fungal structures and significantly different diversities ( p < 0.05). The α-diversity indices of the bacteria were significantly correlated with precipitation ( p < 0.05), whereas those of the fungi were significantly correlated with temperature ( p < 0.05). Microbiota analysis showed that Proteobacteria, Cyanobacteria, and Bacteroidetes were the most abundant bacteria at the phylum level in the seeds, and Ascomycota and Basidiomycota were the most abundant fungi. β-diversity analysis suggested large differences in the microbial communities of each sample. Redundancy analysis showed that temperature and precipitation were the main environmental factors that drive variations in the microbial community, at the medium-high elevation (3,000–4,500 m), the impact of temperature and precipitation on microbial community is different, and the other elevations that effect on microbial community were basically identical. Spearman's correlation analysis showed that the relative abundances of the most abundant bacterial phyla were significantly correlated with temperature ( p < 0.05), whereas those of the most abundant fungal phyla were significantly correlated with precipitation ( p < 0.05). E. sinensis infection rates were significantly correlated with elevation and temperature ( p < 0.05). These results suggest that temperature and precipitation are the key factors driving the microbial community, that temperature and elevation also had a great influence on the E. sinensis infection rate, and that environmental factors (temperature and elevation) may further affect the microbial community by regulating the E. sinensis infection rate.
A total of 14 Festuca sinensis seed lots were collected from different geographical locations on the Qinghai-Tibet Plateau to study the seed microbiota and determine the abiotic (temperature, precipitation, and elevation) and biotic (Epichloë sinensis infection rate) factors likely to shape the seed microbiome. The 14 seed lots had different bacterial and fungal structures and significantly different diversities (p < 0.05). The α-diversity indices of the bacteria were significantly correlated with precipitation (p < 0.05), whereas those of the fungi were significantly correlated with temperature (p < 0.05). Microbiota analysis showed that Proteobacteria, Cyanobacteria, and Bacteroidetes were the most abundant bacteria at the phylum level in the seeds, and Ascomycota and Basidiomycota were the most abundant fungi. β-diversity analysis suggested large differences in the microbial communities of each sample. Redundancy analysis showed that temperature and precipitation were the main environmental factors that drive variations in the microbial community, at the medium-high elevation (3,000–4,500 m), the impact of temperature and precipitation on microbial community is different, and the other elevations that effect on microbial community were basically identical. Spearman's correlation analysis showed that the relative abundances of the most abundant bacterial phyla were significantly correlated with temperature (p < 0.05), whereas those of the most abundant fungal phyla were significantly correlated with precipitation (p < 0.05). E. sinensis infection rates were significantly correlated with elevation and temperature (p < 0.05). These results suggest that temperature and precipitation are the key factors driving the microbial community, that temperature and elevation also had a great influence on the E. sinensis infection rate, and that environmental factors (temperature and elevation) may further affect the microbial community by regulating the E. sinensis infection rate.
Author Chen, Youjun
Tian, Pei
Zhou, Qingping
Gao, Yue
Luo, Yang
Liu, Junying
Nan, Zhibiao
AuthorAffiliation 1 State Key Laboratory of Grassland Agro-Ecosystems, Lanzhou University , Lanzhou , China
2 Key Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural Affairs, Lanzhou University , Lanzhou , China
3 College of Pastoral Agriculture Science and Technology, Lanzhou University , Lanzhou , China
4 Institute of Qinghai-Tibetan Plateau, Southwest Minzu University , Chengdu , China
AuthorAffiliation_xml – name: 2 Key Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural Affairs, Lanzhou University , Lanzhou , China
– name: 4 Institute of Qinghai-Tibetan Plateau, Southwest Minzu University , Chengdu , China
– name: 3 College of Pastoral Agriculture Science and Technology, Lanzhou University , Lanzhou , China
– name: 1 State Key Laboratory of Grassland Agro-Ecosystems, Lanzhou University , Lanzhou , China
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Cites_doi 10.2134/jpa1988.0045
10.1094/PBIOMES-03-20-0026-R
10.1007/s11104-017-3241-x
10.1007/s11557-020-01618-z
10.1016/j.tim.2006.09.001
10.1007/s11104-016-2826-0
10.1111/j.1365-3180.2011.00846.x
10.3389/fmicb.2011.00093
10.1128/AEM.66.9.4050-4057.2000
10.1111/1462-2920.15090
10.1007/s11104-014-2289-0
10.1016/S0038-0717(98)00025-X
10.1007/s10725-016-0177-8
10.1111/j.1469-8137.2010.03532.x
10.1002/grl.50463
10.1111/1462-2920.12977
10.1007/s11104-017-3451-2
10.1111/1750-3841.14072
10.1080/15572536.2004.11833041
10.1016/j.scitotenv.2018.01.230
10.2135/cropsci2005.0282
10.1128/br.31.4.315-331.1967
10.1038/srep36302
10.1093/nar/gks808
10.1094/PDIS-05-18-0762-FE
10.1139/w98-227
10.1111/btp.12273
10.1111/1758-2229.12181
10.3390/agronomy10111812
10.1080/00288233.2017.1383275
10.1890/06-0219
10.1038/ismej.2013.237
10.1111/j.0906-7590.2007.04985.x
10.1111/rec.13040
10.1007/s11104-017-3289-7
10.1080/11956860.1994.11682237
10.1007/s00248-014-0416-3
10.1016/j.foodres.2005.09.006
10.1111/ejss.12996
10.1007/s00572-017-0813-9
10.1111/mec.14396
10.1038/s41598-019-41603-5
10.1002/ece3.5241
10.1128/AEM.01541-09
10.1007/s13199-018-0570-3
10.1111/j.0906-7590.2007.05027.x
10.1016/j.mib.2017.03.010
10.1002/ecy.2482
10.1007/s00203-012-0836-8
10.1016/j.fgb.2007.07.013
10.1073/pnas.1217767110
10.1007/s10592-009-9927-8
10.1080/15572536.2003.11833207
10.1016/j.molcel.2015.05.004
10.1093/jxb/erv490
10.1126/science.295.5562.2051
10.3390/md14040073
10.1007/s11104-016-3113-9
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This article was submitted to Microbial Symbioses, a section of the journal Frontiers in Microbiology
Edited by: Juan Sun, Qingdao Agricultural University, China
Reviewed by: Chao Yang, Qingdao Agricultural University, China; Wu Zhang, Lingnan Normal University, China
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References Adam (B1) 2018; 422
Johnston-Monje (B20) 2016; 405
Schloss (B42) 2009; 75
Klaedtke (B23) 2016; 18
Finch-Savage (B14) 2015; 67
Reuter (B39) 2015; 58
Nan (B32) 1996; 5
Thomas (B52) 2011; 2
Zhang (B59) 2018; 627
Shen (B46) 2020; 22
Kirkby (B22) 2011; 51
Nelson (B33) 2018; 422
Sharp (B44) 2014; 8
Shi (B47) 2020; 10
Vandenkoornhuyse (B55) 2002; 295
Liu (B28) 2012; 194
Li (B25) 2017; 28
Shade (B43) 2017; 37
Nissinen (B34) 2019; 9
Osono (B36) 2003; 95
Buyer (B8) 1999; 45
Chen (B10) 2017; 26
Shearin (B45) 2018; 422
Bacon (B2) 1988; 1
Hashsham (B18) 2000; 66
Song (B49) 2015; 387
Gonzalo-Turpin (B16) 2010; 11
Schimel (B41) 2007; 88
Gibbons (B15) 2013; 110
Lupwayi (B29) 1998; 30
Osono (B37) 2002; 94
Xia (B58) 2018; 102
Bu (B7) 2019; 77
Shymanovich (B48) 2019; 9
Lin (B26) 2018; 47
Truyens (B54) 2015; 7
Bryant (B6) 2006; 14
Christensen (B11) 2008; 45
Klindworth (B24) 2013; 41
Tian (B53) 2020; 19
Liu (B27) 2021; 72
Thomas (B51) 2016; 48
Edelman (B13) 1967; 31
Ju (B21) 2006; 46
Granath (B17) 2007; 30
Jiang (B19) 2016; 6
Rezki (B40) 2018; 422
Moran-Tejeda (B31) 2013; 40
Brosi (B5) 2011; 189
McHugh (B30) 2014; 68
Walton (B56) 2016; 14
Ren (B38) 2006; 39
Bazely (B3) 2007; 30
Chua (B12) 2019; 28
Nottingham (B35) 2018; 99
Braak (B4) 1994; 1
Chen (B9) 2016; 80
Wang (B57) 2018; 61
Zheng (B60) 2018; 83
Tannenbaum (B50) 2020; 4
References_xml – volume: 1
  start-page: 45
  year: 1988
  ident: B2
  article-title: Endophyte parasitism of tall fescue
  publication-title: J. Product. Agric.
  doi: 10.2134/jpa1988.0045
  contributor:
    fullname: Bacon
– volume: 4
  start-page: 281
  year: 2020
  ident: B50
  article-title: Profiling the Lolium perenne microbiome: from seed to seed
  publication-title: Phytobiomes J
  doi: 10.1094/PBIOMES-03-20-0026-R
  contributor:
    fullname: Tannenbaum
– volume: 422
  start-page: 183
  year: 2018
  ident: B45
  article-title: Fungal endophytes from seeds of invasive, non-native Phragmites australis and their potential role in germination and seedling growth
  publication-title: Plant Soil
  doi: 10.1007/s11104-017-3241-x
  contributor:
    fullname: Shearin
– volume: 19
  start-page: 1069
  year: 2020
  ident: B53
  article-title: Phylogenetic relationship and taxonomy of a hybrid Epichloë species symbiotic with Festuca sinensis
  publication-title: Mycol. Prog.
  doi: 10.1007/s11557-020-01618-z
  contributor:
    fullname: Tian
– volume: 47
  start-page: 699
  year: 2018
  ident: B26
  article-title: Intra- and interspecific competition of Elymus Nutans griseb and Festuca Sinensis keng. EX EB alexeev infected by Epichloë endophyte
  publication-title: Bangladesh J. Bot.
  contributor:
    fullname: Lin
– volume: 14
  start-page: 488
  year: 2006
  ident: B6
  article-title: Prokaryotic photosynthesis and phototrophy illuminated
  publication-title: Trends Microbiol.
  doi: 10.1016/j.tim.2006.09.001
  contributor:
    fullname: Bryant
– volume: 405
  start-page: 337
  year: 2016
  ident: B20
  article-title: Bacterial populations in juvenile maize rhizospheres originate from both seed and soil
  publication-title: Plant Soil
  doi: 10.1007/s11104-016-2826-0
  contributor:
    fullname: Johnston-Monje
– volume: 51
  start-page: 261
  year: 2011
  ident: B22
  article-title: Incidence of endophyte neotyphodium occultans in Lolium rigidum from Australia
  publication-title: Weed Res.
  doi: 10.1111/j.1365-3180.2011.00846.x
  contributor:
    fullname: Kirkby
– volume: 2
  start-page: 93
  year: 2011
  ident: B52
  article-title: Environmental and gut bacteroidetes: the food connection
  publication-title: Front. Microbiol.
  doi: 10.3389/fmicb.2011.00093
  contributor:
    fullname: Thomas
– volume: 66
  start-page: 4050
  year: 2000
  ident: B18
  article-title: Parallel processing of substrate correlates with greater functional stability in methanogenic bioreactor communities perturbed by glucose
  publication-title: Appl. Environ. Microbiol.
  doi: 10.1128/AEM.66.9.4050-4057.2000
  contributor:
    fullname: Hashsham
– volume: 22
  start-page: 3287
  year: 2020
  ident: B46
  article-title: Contrasting patterns and drivers of soil bacterial and fungal diversity across a mountain gradient
  publication-title: Environ. Microbiol
  doi: 10.1111/1462-2920.15090
  contributor:
    fullname: Shen
– volume: 387
  start-page: 153
  year: 2015
  ident: B49
  article-title: An asexual Epichloë endophyte modifies the nutrient stoichiometry of wild barley (Hordeum brevisubulatum) under salt stress
  publication-title: Plant Soil
  doi: 10.1007/s11104-014-2289-0
  contributor:
    fullname: Song
– volume: 30
  start-page: 1733
  year: 1998
  ident: B29
  article-title: Soil microbial diversity and community structure under wheat as influenced by tillage and crop rotation
  publication-title: Soil Biol. Biochem.
  doi: 10.1016/S0038-0717(98)00025-X
  contributor:
    fullname: Lupwayi
– volume: 80
  start-page: 367
  year: 2016
  ident: B9
  article-title: Transcriptomic analyses giving insights into molecular regulation mechanisms involved in cold tolerance by Epichloë endophyte in seed germination of Achnatherum inebrians
  publication-title: Plant Growth Regul
  doi: 10.1007/s10725-016-0177-8
  contributor:
    fullname: Chen
– volume: 189
  start-page: 797
  year: 2011
  ident: B5
  article-title: Effects of multiple climate change factors on the tall fescue–fungal endophyte symbiosis: infection frequency and tissue chemistry
  publication-title: New Phytol.
  doi: 10.1111/j.1469-8137.2010.03532.x
  contributor:
    fullname: Brosi
– volume: 40
  start-page: 2131
  year: 2013
  ident: B31
  article-title: The changing roles of temperature and precipitation on snowpack variability in Switzerland as a function of altitude
  publication-title: Geophys. Res. Lett
  doi: 10.1002/grl.50463
  contributor:
    fullname: Moran-Tejeda
– volume: 18
  start-page: 1792
  year: 2016
  ident: B23
  article-title: Terroir is a key driver of seed-associated microbial assemblages
  publication-title: Environ. Microbiol.
  doi: 10.1111/1462-2920.12977
  contributor:
    fullname: Klaedtke
– volume: 5
  start-page: 13
  year: 1996
  ident: B32
  article-title: Incidence and distribution of endophytic fungi in seeds of some native and introduced grasses in China
  publication-title: Acta Pratacult Sin
  contributor:
    fullname: Nan
– volume: 422
  start-page: 67
  year: 2018
  ident: B40
  article-title: Assembly of seed-associated microbial communities within and across successive plant generations
  publication-title: Plant Soil
  doi: 10.1007/s11104-017-3451-2
  contributor:
    fullname: Rezki
– volume: 83
  start-page: 750
  year: 2018
  ident: B60
  article-title: Identification of pyrg used as an endogenous reference gene in qualitative and real-time quantitative PCR detection of Pleurotus ostreatus
  publication-title: J. Food Sci.
  doi: 10.1111/1750-3841.14072
  contributor:
    fullname: Zheng
– volume: 95
  start-page: 820
  year: 2003
  ident: B36
  article-title: Roles of diverse fungi in larch needle-litter decomposition
  publication-title: Mycologia
  doi: 10.1080/15572536.2004.11833041
  contributor:
    fullname: Osono
– volume: 627
  start-page: 20
  year: 2018
  ident: B59
  article-title: Biogeography and ecological processes affecting root-associated bacterial communities in soybean fields across China
  publication-title: Sci. Total Environ
  doi: 10.1016/j.scitotenv.2018.01.230
  contributor:
    fullname: Zhang
– volume: 46
  start-page: 404
  year: 2006
  ident: B21
  article-title: Temperature influences on endophyte growth in tall fescue
  publication-title: Crop Sci
  doi: 10.2135/cropsci2005.0282
  contributor:
    fullname: Ju
– volume: 31
  start-page: 315
  year: 1967
  ident: B13
  article-title: Deoxyribonucleic acid of the blue-green algae (Cyanophyta)
  publication-title: Bacteriol. Rev.
  doi: 10.1128/br.31.4.315-331.1967
  contributor:
    fullname: Edelman
– volume: 6
  start-page: 36302
  year: 2016
  ident: B19
  article-title: Exploring the influence of environmental factors on bacterial communities within the rhizosphere of the cu-tolerant plant, Elsholtzia splendens
  publication-title: Sci. Rep.
  doi: 10.1038/srep36302
  contributor:
    fullname: Jiang
– volume: 41
  start-page: e1
  year: 2013
  ident: B24
  article-title: Evaluation of general 16S ribosomal RNA gene PCR primers for classical and next-generation sequencing-based diversity studies
  publication-title: Nucleic Acids Res.
  doi: 10.1093/nar/gks808
  contributor:
    fullname: Klindworth
– volume: 102
  start-page: 2061
  year: 2018
  ident: B58
  article-title: Role of Epichloë endophytes in defense responses of cool-season grasses to pathogens: a review
  publication-title: Plant Dis.
  doi: 10.1094/PDIS-05-18-0762-FE
  contributor:
    fullname: Xia
– volume: 45
  start-page: 138
  year: 1999
  ident: B8
  article-title: Microbial community structure and function in the spermosphere as affected by soil and seed type
  publication-title: Can. J. Microbiol
  doi: 10.1139/w98-227
  contributor:
    fullname: Buyer
– volume: 48
  start-page: 381
  year: 2016
  ident: B51
  article-title: Spatial ecology of the fungal genus xylaria in a tropical cloud forest
  publication-title: Biotropica
  doi: 10.1111/btp.12273
  contributor:
    fullname: Thomas
– volume: 7
  start-page: 40
  year: 2015
  ident: B54
  article-title: Bacterial seed endophytes: genera, vertical transmission and interaction with plants
  publication-title: Environ. Microbiol. Rep.
  doi: 10.1111/1758-2229.12181
  contributor:
    fullname: Truyens
– volume: 10
  start-page: 1812
  year: 2020
  ident: B47
  article-title: Alkaloid contents in Epichloë endophyte-infected Elymus tangutorum sampled along an elevation gradient on the Qinghai-Tibetan Plateau
  publication-title: Agronomy-Basel
  doi: 10.3390/agronomy10111812
  contributor:
    fullname: Shi
– volume: 61
  start-page: 27
  year: 2018
  ident: B57
  article-title: Epichloë fungal endophyte colonisation and seed quality in developing grass florets-effect of different fertiliser applications
  publication-title: N. Z. J. Agric. Res.
  doi: 10.1080/00288233.2017.1383275
  contributor:
    fullname: Wang
– volume: 88
  start-page: 1386
  year: 2007
  ident: B41
  article-title: Microbial stress-response physiology and its implications for ecosystem function
  publication-title: Ecology
  doi: 10.1890/06-0219
  contributor:
    fullname: Schimel
– volume: 8
  start-page: 1166
  year: 2014
  ident: B44
  article-title: Humboldt's spa: microbial diversity is controlled by temperature in geothermal environments
  publication-title: ISME J.
  doi: 10.1038/ismej.2013.237
  contributor:
    fullname: Sharp
– volume: 30
  start-page: 367
  year: 2007
  ident: B3
  article-title: Broad-scale geographic patterns in the distribution of vertically-transmitted, asexual endophytes in four naturally-occurring grasses in Sweden
  publication-title: Ecography
  doi: 10.1111/j.0906-7590.2007.04985.x
  contributor:
    fullname: Bazely
– volume: 28
  start-page: S168
  year: 2019
  ident: B12
  article-title: Bio-priming seeds with cyanobacteria: effects on native plant growth and soil properties
  publication-title: Restor. Ecol
  doi: 10.1111/rec.13040
  contributor:
    fullname: Chua
– volume: 422
  start-page: 7
  year: 2018
  ident: B33
  article-title: The seed microbiome: Origins, interactions, and impacts
  publication-title: Plant Soil
  doi: 10.1007/s11104-017-3289-7
  contributor:
    fullname: Nelson
– volume: 1
  start-page: 127
  year: 1994
  ident: B4
  article-title: Canonical community ordination. Part I: Basic theory and linear methods
  publication-title: Ecoscience
  doi: 10.1080/11956860.1994.11682237
  contributor:
    fullname: Braak
– volume: 68
  start-page: 370
  year: 2014
  ident: B30
  article-title: Minor changes in soil bacterial and fungal community composition occur in response to monsoon precipitation in a semiarid grassland
  publication-title: Microb. Ecol.
  doi: 10.1007/s00248-014-0416-3
  contributor:
    fullname: McHugh
– volume: 39
  start-page: 433
  year: 2006
  ident: B38
  article-title: DNA extraction and fingerprinting of commercial rice cereal products
  publication-title: Food Res. Int.
  doi: 10.1016/j.foodres.2005.09.006
  contributor:
    fullname: Ren
– volume: 72
  start-page: 995
  year: 2021
  ident: B27
  article-title: Endophyte infection influences arbuscular mycorrhizal fungi communities in rhizosphere soils of host as opposed to non-host grass
  publication-title: Eur. J. Soil Sci
  doi: 10.1111/ejss.12996
  contributor:
    fullname: Liu
– volume: 28
  start-page: 159
  year: 2017
  ident: B25
  article-title: An arbuscular mycorrhizal fungus and Epichloë festucae var. lolii reduce Bipolaris sorokiniana disease incidence and improve perennial ryegrass growth
  publication-title: Mycorrhiza
  doi: 10.1007/s00572-017-0813-9
  contributor:
    fullname: Li
– volume: 26
  start-page: 6608
  year: 2017
  ident: B10
  article-title: Distinct microbial communities in the active and permafrost layers on the Tibetan Plateau
  publication-title: Mol. Ecol
  doi: 10.1111/mec.14396
  contributor:
    fullname: Chen
– volume: 9
  start-page: 5253
  year: 2019
  ident: B34
  article-title: Heritable Epichloë symbiosis shapes fungal but not bacterial communities of plant leaves
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-019-41603-5
  contributor:
    fullname: Nissinen
– volume: 9
  start-page: 6624
  year: 2019
  ident: B48
  article-title: Environmental factors affect the distribution of two Epichloë fungal endophyte species inhabiting a common host grove bluegrass (Poa alsodes)
  publication-title: Ecol. Evol.
  doi: 10.1002/ece3.5241
  contributor:
    fullname: Shymanovich
– volume: 75
  start-page: 7537
  year: 2009
  ident: B42
  article-title: Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities
  publication-title: Appl. Environ. Microbiol
  doi: 10.1128/AEM.01541-09
  contributor:
    fullname: Schloss
– volume: 77
  start-page: 123
  year: 2019
  ident: B7
  article-title: Effects of Epichloë sinica on Roegneria kamoji seedling physiology under PEG-6000 simulated drought stress
  publication-title: Symbiosis
  doi: 10.1007/s13199-018-0570-3
  contributor:
    fullname: Bu
– volume: 30
  start-page: 422
  year: 2007
  ident: B17
  article-title: Variation in the abundance of fungal endophytes in fescue grasses along altitudinal and grazing gradients
  publication-title: Ecography
  doi: 10.1111/j.0906-7590.2007.05027.x
  contributor:
    fullname: Granath
– volume: 37
  start-page: 15
  year: 2017
  ident: B43
  article-title: Ecological patterns of seed microbiome diversity, transmission, and assembly
  publication-title: Curr. Opin. Microbiol.
  doi: 10.1016/j.mib.2017.03.010
  contributor:
    fullname: Shade
– volume: 99
  start-page: 2455
  year: 2018
  ident: B35
  article-title: Microbes follow Humboldt: temperature drives plant and soil microbial diversity patterns from the Amazon to the Andes
  publication-title: Ecology
  doi: 10.1002/ecy.2482
  contributor:
    fullname: Nottingham
– volume: 194
  start-page: 1001
  year: 2012
  ident: B28
  article-title: Study on diversity of endophytic bacterial communities in seeds of hybrid maize and their parental lines
  publication-title: Arch. Microbiol.
  doi: 10.1007/s00203-012-0836-8
  contributor:
    fullname: Liu
– volume: 45
  start-page: 84
  year: 2008
  ident: B11
  article-title: Epichloë endophytes grow by intercalary hyphal extension in elongating grass leaves
  publication-title: Fungal Genet. Biol
  doi: 10.1016/j.fgb.2007.07.013
  contributor:
    fullname: Christensen
– volume: 110
  start-page: 4651
  year: 2013
  ident: B15
  article-title: Evidence for a persistent microbial seed bank throughout the global ocean
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.1217767110
  contributor:
    fullname: Gibbons
– volume: 11
  start-page: 877
  year: 2010
  ident: B16
  article-title: Co-occurring patterns of endophyte infection and genetic structure in the alpine grass, Festuca eskia: implications for seed sourcing in ecological restoration
  publication-title: Conserv. Genet
  doi: 10.1007/s10592-009-9927-8
  contributor:
    fullname: Gonzalo-Turpin
– volume: 94
  start-page: 421
  year: 2002
  ident: B37
  article-title: Comparison of litter decomposing ability among diverse fungi in a cool temperate deciduous forest in Japan
  publication-title: Mycologia
  doi: 10.1080/15572536.2003.11833207
  contributor:
    fullname: Osono
– volume: 58
  start-page: 586
  year: 2015
  ident: B39
  article-title: High-throughput sequencing technologies
  publication-title: Mol. Cell
  doi: 10.1016/j.molcel.2015.05.004
  contributor:
    fullname: Reuter
– volume: 67
  start-page: 567
  year: 2015
  ident: B14
  article-title: Seed vigour and crop establishment: extending performance beyond adaptation
  publication-title: J. Exp. Bot.
  doi: 10.1093/jxb/erv490
  contributor:
    fullname: Finch-Savage
– volume: 295
  start-page: 2051
  year: 2002
  ident: B55
  article-title: Extensive fungal diversity in plant roots
  publication-title: Science
  doi: 10.1126/science.295.5562.2051
  contributor:
    fullname: Vandenkoornhuyse
– volume: 14
  start-page: 73
  year: 2016
  ident: B56
  article-title: Indole alkaloids of the Stigonematales (Cyanophyta): chemical diversity, biosynthesis and biological activity
  publication-title: Mar. Drugs
  doi: 10.3390/md14040073
  contributor:
    fullname: Walton
– volume: 422
  start-page: 35
  year: 2018
  ident: B1
  article-title: The Cucurbita pepo seed microbiome: genotype-specific composition and implications for breeding
  publication-title: Plant Soil
  doi: 10.1007/s11104-016-3113-9
  contributor:
    fullname: Adam
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Snippet A total of 14 Festuca sinensis seed lots were collected from different geographical locations on the Qinghai-Tibet Plateau to study the seed microbiota and...
A total of 14 Festuca sinensis seed lots were collected from different geographical locations on the Qinghai-Tibet Plateau to study the seed microbiota and...
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SubjectTerms environmental factors
Epichloë sinensis infection rate
Festuca sinensis
Microbiology
precipitation
seed microbiota
temperature
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Title The microbiota diversity of Festuca sinensis seeds in Qinghai-Tibet Plateau and their relationship with environments
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