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研究生: 卡瑞山
Kadam, Rasika Sanjay
論文名稱: 調查六種高山植物在合歡山棲地的核心內生菌相組成
Examine the composition of core endosphere microbiome across six alpine plants from Hehuanshan Mountain of Taiwan
指導教授: 黃兆立
Huang, Chao
學位類別: 碩士
Master
系所名稱: 生物科學與科技學院 - 熱帶植物與微生物科學研究所
Institute of Tropical Plant Sciences and Microbiology
論文出版年: 2020
畢業學年度: 108
語文別: 英文
論文頁數: 73
外文關鍵詞: Alpine plants, endosphere, metagenomic, microbial, communities
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  • Alpine plants occur at high elevation and sometimes above the tree line. They are well adapted to short growing seasons and low-nutrient soils. Plants utilize root exudates to provide source of nutrients for soil microbes and recruit some of them to the endosphere. In our previous findings, endophytic Pseudomonas species were predominant in alpine Miscanthus and Swertia in Hehuanshan mountain of Taiwan, suggesting a core microbiome may exist in the alpine plants in the same region. Here, we examined the microbial communities in endosphere with 16S metagenomic approach. Six alpine species from different phylogenetic lineages were collected at Hehuanshan Mountain in Taiwan in August 2018. They are Artemisia argyi (Asteraceae, Asterids), Ranunculus japonicus (Ranunculaceae, basal eudicots), Epilobium amurense (Onagraceae, Rosids), and Sedum morrisonense (Crassulaceae, sister to Rosids), all above belong to eudicots; Miscanthus sinensis var. transmorrisonensis (Poaceae, Commenlinids) and Ophiopogon japonicus (Asparagaceae, sister to Commenlinids), both of them belong to monocots. Higher species richness and diversity were found in monocots comparing to eudicots. Microbial community structure of monocot species are separated from eudicots, and Miscanthus samples displayed highest variation among all six species. Alphaproteobacteria, Betaproteobacteria, and Gammaproteobacteria were predominant among the six alpine plant species at class level. Monocot and eudicot species shared 92 core OTUs. Most of them are composed of Proteobacteria, Actinobacteria, and Firmicutes. Heatmap indicated that more diverse functions were enriched in monocot endosphere. Pseudomonas, Acinetobacter, Bradyrhizobium, Rhodoferax and Staphylococcus are common predominant endophytic genera to all six alpine plant species. Higher clustering and more interactions were found in the co-occurrence network of monocot than that of eudicot. In conclusion, endosphere microbiome highly dominated to monocot plant species and involved in the adaptation of all six plant species at alpine region.

    TABLE OF CONTENTS ABSTRACT..............................................................................................................i INDEX.....................................................................................................................iv 1. INTRODUCTION 1.1 Relationships between plants and alpine climates..........................................1 1.2 Role of microorganisms in alpine adaptation.................................................2 1.3 Role of endosphere in plant growth.................................................................4 1.4 Root microbiome links to plant health............................................................5 2. AIM.......................................................................................................................7 3. METHODS AND MATERIALS 3.1 Sampling site, sampling and target plant species...........................................8 3.2 Endosphere DNA isolation..............................................................................10 3.3 PCR amplification and high throughput sequencing...................................12 3.4 Statistical Analysis...........................................................................................13 4. RESULTES 4.1 Taxonomical community composition of endosphere microbiome associated with six plant species..............................................................................................15 4.2 Differences in taxonomical community structures of endosphere plant species.....................................................................................................................15 4.3 Venn diagrams display numbers of core and specific OTUs across alpine six species.....................................................................................................................16 4.3.1 Monocot Venn diagram share number of common OTUs....................16 4.3.2 Eudicot Venn diagram share number of common OTUs......................17 4.3.3 Core and specific OTUs among alpine six species..................................18 4.4 Hierarchical heatmap clusters depicting the functions of bacteria in alpine endosphere samples...............................................................................................19 4.5 OTUs showed differential abundance between monocots and eudicots.....20 4.6 Rarefaction and Shannon-diversity estimation............................................21 4.6.1 Shannon-diversity estimation......................................................................22 4.7 Phylogenetic tree represents taxonomical relationships of bacterial OTUs in alpine endosphere..................................................................................................22 4.8 Endosphere bacterial OTU networks of alpine six species..........................24 4.9 Monocot species have more endosphere than eudicots…..…………..........26 5. DISCUSSION.....................................................................................................28 6. CONCLUSION..................................................................................................35 7. REFERENCES..................................................................................................36 8. Table...................................................................................................................49 9.FIGURES Figure. 1 Taxonomical composition of endosphere microbiomes at class level. Bar charts shows relative abundance of microbiome at six alpine plant species (Aa, Ea, Rj, Sl, M, Oj).............................................................................................50 Figure. 2 Non-metric Multi-Dimensional Scaling (NMDS) plots showing differences between endosphere community structure monocot and eudicot species.....................................................................................................................51 Figure. 3 A Monocot Venn diagram shared number (234 OTUs) of OTUs between two compartments of (M and Oj) endosphere samples.......................52 Figure. 3 B Taxonomical composition of monocot endosphere samples..........52 Figure. 4 A Eudicot venn diagram shared number (122 OTUs) of OTUs between four compartments of eudicot (Aa, Ea, Rj, and Sm) endosphere samples....................................................................................................................52 Figure. 4 B Taxonomical composition of eudicot endosphere samples............52 Figure. 5 A Venn diagram shared number (92 OTUs) of OTUs across six compartments of monocot and eudicot endosphere samples.............................53 Figure. 5 B Taxonomical composition of six endosphere samples....................53 Figure. 6 Sequencing reads and operational taxonomic unites (OTU) abundance in datasheet.........................................................................................53 Figure. 7 Hierarchical heat map cluster analysis at x-axis showing functions of bacteria they play in plant adaptations...............................................................54 Figure. 8 Volcano plots shows differentially occurring OTUs between six samples……............................................................................................................55 Figure. 9 A Bar chart showing differentially occurred 25 OTUs at phylum level in monocot samples................................................................................................55 Figure. 9 B Bar chart showing differentially occurred 23 OTUs at phylum level in eudicot samples..................................................................................................55 Figure. 10 Rarefaction curves shows evolution in bacterial OTUs...................56 Figure. 11 Shannon diversity index shows comparison between monocot (M (5), Oj (4) and eudicot plant species Aa, (3) Ea, Rj, and Sm (4) ..................................57 Figure. 12 Phylogenetic trees of 200 most abundant endophytes across six alpine plants…...................................................................................................................58 Figure. 13 Highly dominated and commonly present top fifteen OTUs of monocot and eudicot plant species........................................................................59 Figure. 14 Co-occurrence network analysis of alpine monocots.........................60 Figure. 15 Co-occurrence network analysis of alpine eudicots...........................60 Figure. 16 Co-occurrence network analysis of all six alpine plants....................61

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