DETAILED RESULTS ON FUNGAL AND BACTERIAL COMMUNITIES COLONIZING THE COMPOST-INCUBATED POLYMER CARD SURFACE

Size: px
Start display at page:

Download "DETAILED RESULTS ON FUNGAL AND BACTERIAL COMMUNITIES COLONIZING THE COMPOST-INCUBATED POLYMER CARD SURFACE"

Transcription

1 DETAILED RESULTS ON FUNGAL AND BACTERIAL COMMUNITIES COLONIZING THE COMPOST-INCUBATED POLYMER CARD SURFACE PART 1: FUNGAL COMMUNITIES COLONIZING THE COMPOST-INCUBATED POLYMER CARD SURFACE Fungal OTUs richness, Shannon and Evenness diversity indices. Regarding fungal diversity metrics, compost-incubated, and PBAT polymer cards displayed the lower fungal richness, with less than 47 fungal OTUs assigned, while a high number of fungal OTUs was assigned on the PA66 card surface with a mean of 114 (± 15) OTUs (Table S1). The Shannon index ranged from 1.89 to 3.83, suggesting that the fungal communities adhered on polymer surfaces were less diversified than the bacterial communities. As previously observed with the bacterial communities, the, and PBAT polymer cards displayed the lowest Shannon index. The Evenness index values suggested the enrichment of a subset of fungal OTUs on and PBAT card surfaces. Table S1: Fungal OTU richness and diversity indices from the compost and the different polymers. Each value represents the mean ± standard error of the mean). Number of OTU Shannon Evenness Compost 67 (± 5) 3.52 (± 0.07) 0.84 (± 0.01) Polyolefin EVOH 81 (± 5) 3.23 (± 0.08) 0.74 (± 0.02) PP 50 (± 3) 3.11 (± 0.10) 0.80 (± 0.03) Polyester PBAT 43 (± 5) 1.89 (± 0.18) 0.50 (± 0.03) 96 (± 8) 3.71 (± 0.16) 0.81 (± 0.02) 46 (± 8) 2.77 (± 0.33) 0.72 (± 0.06) 36 (± 3) 1.92 (± 0.09) 0.53 (± 0.03) PLLA 85 (± 6) 3.24 (± 0.17) 0.73 (± 0.03) Polyamide PA (± 15) 3.83 (± 0.10) 0.81 (± 0.02) S1

2 Fungal community structure. PCoA analyses revealed that the fungal communities colonizing the, and PBAT cards were discriminated along the first principal coordinates that account for 27.43% of the total variability. These communities also appeared clearly different from the five other polymers and from the autochthonous bacterial community of the surrounding compost, which clustered together along the second principal coordinates (25.62% of the variability; see below Fig. S1). Sample Compost EVOH PA66 PP PBAT PLLA Fig. S1: Principal coordinate analysis (PCoA) of the fungal communities associated with the different polymer cards and the compost. Two-dimensional PCoA plot was based on the Bray-Curtis distance matrix. Percentage of the diversity distribution explained by each axis is indicated on the figure. S2

3 Fungal community composition associated to polymer card. With the exception of the sequences assigned to environmental and unclassified at the family level, Shiraiaceae was a dominant fungal family detected at the surface of PBAT and (see below Fig. S2), with (± 17.60)% and 9.49 (± 6.32)% of the total sequences assigned at the taxonomic level, respectively, values which appeared higher than the one obtained with the compost samples (2.28 ± 0.93%). Herpotrichiellaceae was dominant among the fungal communities attached on the surfaces of the cards made of (13.21 ± 2.13% of the sequences) and PA66 (8.97 ± 4.40%) and Mortierellaceae was significantly present on the two polyolefin cards studied (EVOH (6.37 ± 3.06%) and PP (11.17 ± 0.48%), but also on two of the five polyester cards ( (7.17 ± 1.08%) and PLLA (16.29 ± 9.67%). Members of Nectriaceae were predominant in -attached fungal communities, with (± 4.85)% of the sequence assigned to this family (see below Fig. S2 and SI4 Table S6). Phylum Ascomycota Basidiomycota Blastocladiomycota Chytridiomycota Early diverging fungal lineages Glomeromycota Proportion (%) Class Dothideomycetes Eurotiomycetes Leotiomycetes Pezizomycetes Sordariomycetes Agaricomycetes Blastocladiomycetes Chitriomycetes Monoblepharidomycetes Unclassified Glomeromycetes Others Compost EVOH Family Davidiellaceae Leptosphaeriaceae Phaeosphaeriaceae Shiraiaceae Testudinaceae Herpotrichiellaceae Helotiaceae Pezizaceae Pyronemataceae Bionectriaceae Chaetomiaceae Clavicipitaceae Coniochaetaceae Cordycipitaceae Nectriaceae Plectosphaerellaceae Auriculariaceae Entolomataceae Sebacinaceae Physodermataceae Megachytriaceae Rhizophydiaceae Harpochytriaceae Unknown Unclassified Environmental Other (<1%) Fig. S2: Heatmap representing relative abundance of fungal communities inhabiting the surface of the compost-incubated polymer cards. Only family representing at least 1% of relative abundance from the total sequences list in at least one condition were represented (see SI4 Table S6 for detailed fungal families) S3 PP PBAT PLLA PA66 Monoblepharidaceae Mortierellaceae Endogonaceae Legeriomycetaceae Glomeraceae

4 Comparison of fungal communities colonizing polymers: unique and shared OTUs. A total of 21 fungal OTUs were shared by the three community clusters and accounted for 66.50%, 82.21% and 73.82% of total classified sequences for, and, respectively (see below Fig. S3). 31 OTUs 4490 sequences 2 OTUs = 15.99% 4 OTUs = 21.60% 6 OTUs 2.56% 3.28% 21 OTUs = 66.50% = 73.82% 4 OTUs = 82.21% 4 OTUs = 14.94% = 2.37% = 1.29% = 5.79% 33 OTUs 4477 sequences 4 OTUs 9.63% 33 OTUs 4476 sequences Fig. S3: Three-set Venn diagram representing the unique and shared fungal OTUs (in bold) among polymers. Percentages indicate the corresponding proportions of associated sequences. S4

5 Drivers of fungal colonization: relationships between material surface properties and fungal taxa of biofilms. The best correlations (Fig. S4) were obtained for the fungal composition dissimilarity matrices from and the polar component (r 2 = 0.552) and with the energy of surface (r 2 = 0.533). The and PBAT cards were associated with the dispersive component (r 2 = 0.430) for the fungal community patterns. The cristallinity did not appear to be an important determinant of fungal community structure on polymer surface (r 2 = ) since the correlation did not reach a statistical significance (p > 0.01). Fig. S4: Polymer card properties (see Table 1) fitted onto fungal community PCoA (see above Fig. S1) after pyrosequencing and taxonomic assignment by GnS-PIPE. Arrows represent the contribution of each property to the discrimination of the bacterial diversity in contact with polymer card surface. A long arrow shows a strong correlation. 95% confidence ellipses are drawn for each plastic. Explained variations for the first five dimensions are indicated on the figure (labels and bar plot). S5

6 PART 2: BACTERIAL FAMILIES COLONIZING THE COMPOST-INCUBATED POLYMER CARD SURFACE Bacterial community composition associated to polymer card. The most represented bacterial families observed at the surface of the eight polymer types (see below Fig. S5 and SI4 Table S3) were Chitinophagaceae ( % of the total pyrosequencing sequences at the family level), Flavobacteriaceae ( %), Cytophagaceae ( %) and Bacteroidaceae ( %). Relevantly, Pseudomonadaceae was a dominant family detected on the card surfaces, with 8.09 (± 2.60)% of the total sequences assigned at this taxonomic level. This family was also abundant on EVOH, PBAT and PLLA cards with 3.87 (± 0.50)%, 3.24 (± 0.71)%, 3.75 (± 0.98)% of the total sequences, respectively. Sphingomonadaceae was dominant among the bacterial communities attached on the surfaces of the cards made of (5.59 ± 0.38% of the sequences) and (7.27 ± 2.22%), and Comamonadaceae was enriched on PBAT (23.57 ± 0.99%), (23.00 ± 6.20%) and (7.02 ± 1.39%) cards, whereas less than 3.44% of the total sequences were assigned to this family for the 5 other polymers. Interestingly, relative abundance of Bradyrhizobiaceae and Caulobacteraceae was significantly higher on the surfaces of, and PBAT than in the surrounding compost. S6

7 Phylum Acidobacteria Bacteroidetes Chloroflexi Firmicutes Planctomycetes Proteobacteria Class Holophagae Bacteroidia Cytophagia Flavobacteria Sphingobacteria Anaerolineae Clostridia Phycisphaerae Planctomycetia Alphaproteobacteria Betaproteobacteria Deltaproteobacteria Gammaproteobacteria Others Family Holophagaceae Bacteroidaceae Cytophagaceae Flavobacteriaceae Chitinophagaceae Sphingobacteriaceae Anaerolineaceae Clostridiaceae Lachnospiraceae Phycisphaeraceae Planctomycetaceae Bradyrhizobiaceae Caulobacteraceae Hyphomicrobiaceae Methylocystaceae Phyllobacteriaceae Rhizobiaceae Rhodospirillaceae Sphingomonadaceae Burkholderiaceae Comamonadaceae Oxalobacteraceae Rhodocyclaceae Bdellovibrionaceae Desulfuromonadaceae Geobacteraceae Polyangiaceae Sandaracinaceae Coxiellaceae Legionellaceae Methylococcaceae Moraxellaceae Pseudomonadaceae Sinobacteraceae Xanthomonadaceae Unknown Unclassified Other (<1%) Proportion (%) Compost EVOH PP PBAT PLLA PA Fig. S5: Heatmap representing relative abundance of bacterial communities inhabiting the surface of the compost-incubated polymer cards. Only family representing at least 1% of relative abundance from the total sequences list in at least one condition were represented (see SI4 Table S3 for detailed bacterial families) S7

Unearthing microbial diversity of Taxus rhizosphere via MiSeq. high-throughput amplicon sequencing and isolate characterization

Unearthing microbial diversity of Taxus rhizosphere via MiSeq. high-throughput amplicon sequencing and isolate characterization Unearthing microbial diversity of Taxus rhizosphere via MiSeq high-throughput amplicon sequencing and isolate characterization Da Cheng Hao 1*, Si Meng Song 1, Wen Li Hu 1, Jun Mu 2*, Pei Gen Xiao 3 1

More information

Elevated atmospheric CO 2 affects soil microbial diversity associated with trembling aspen

Elevated atmospheric CO 2 affects soil microbial diversity associated with trembling aspen Environmental Microbiology (2008) 10(4), 926 941 doi:10.1111/j.1462-2920.2007.01512.x Elevated atmospheric CO 2 affects soil microbial diversity associated with trembling aspen Celine Lesaulnier, 1,2 Dimitris

More information

Taxonomy and Clustering of SSU rrna Tags. Susan Huse Josephine Bay Paul Center August 5, 2013

Taxonomy and Clustering of SSU rrna Tags. Susan Huse Josephine Bay Paul Center August 5, 2013 Taxonomy and Clustering of SSU rrna Tags Susan Huse Josephine Bay Paul Center August 5, 2013 Primary Methods of Taxonomic Assignment Bayesian Kmer Matching RDP http://rdp.cme.msu.edu Wang, et al (2007)

More information

Evolution of bacterial communities in the wheat crop rhizosphere

Evolution of bacterial communities in the wheat crop rhizosphere bs_bs_banner Environmental Microbiology (2014) doi:10.1111/1462-2920.12452 Evolution of bacterial communities in the wheat crop rhizosphere Suzanne Donn, John A. Kirkegaard, Geetha Perera, Alan E. Richardson

More information

Supporting information

Supporting information Supporting information Biodegradation of phenanthrene in polycyclic aromatic hydrocarbon-contaminated wastewater revealed by coupling cultivation-dependent and -independent approaches Jibing Li,, Chunling

More information

16S Metagenomics Report

16S Metagenomics Report Sample: BL-09 Report Date: 05/11/2017 18:40:20 Sample Information Sample ID: Sample Name: Run Folder: Taxonomy File: BL_09 BL_09 D:\Illumina\MiSeqAnalysis\170509_M01675_0059_000000000-AW8GB gg_13_5_species_32bp.dat

More information

Supplementary Information SI Material and Methods Sampling sites description: The Amsterdam Mud Volcano (AmsMV) is located at water depth of 2030 m,

Supplementary Information SI Material and Methods Sampling sites description: The Amsterdam Mud Volcano (AmsMV) is located at water depth of 2030 m, 1 3 4 5 6 7 8 9 10 11 1 13 14 15 16 17 18 19 0 1 3 4 5 6 7 8 9 30 31 3 33 Supplementary Information SI Material and Methods Sampling sites description: The Amsterdam Mud Volcano (AmsMV) is located at water

More information

The Plant Microbiota: Systems-Level Insights and Perspectives

The Plant Microbiota: Systems-Level Insights and Perspectives I R E V I E W S Review in Advance first posted online on September 14, 2016. (Changes may still occur before final publication online and in print.) E N C A D V A N Annu. Rev. Genet. 2016. 50:9.1 9.24

More information

!!!! FIG$S1!Rarefaction!curves!using!the!0%!RDP!Classifier!confidence!dataset!for!the!(A)!

!!!! FIG$S1!Rarefaction!curves!using!the!0%!RDP!Classifier!confidence!dataset!for!the!(A)! A 600 500 OK Control OK Warming C T Number of Genera 400 300 200 100 B 0 1.E+00 5.E+03 1.E+04 2.E+04 Number of Sequences 600 500 Control AK 0 to -20 AK -20 to -50 Warming 0-20 cm AK 0 to -20 20-50 cm AK

More information

Supplementary Figure 1. Chao 1 richness estimator of microbial OTUs (16S rrna

Supplementary Figure 1. Chao 1 richness estimator of microbial OTUs (16S rrna Supplementary Information Supplementary Figure 1. Chao 1 richness estimator of microbial OTUs (16S rrna gene survey) from skin and hindgut of wild vultures and from feces of zoo birds. Supplementary Note

More information

Contribution of vegetation to the microbial composition of nearby outdoor air

Contribution of vegetation to the microbial composition of nearby outdoor air AEM Accepted Manuscript Posted Online 22 April 2016 Appl. Environ. Microbiol. doi:10.1128/aem.00610-16 Copyright 2016 Lymperopoulou et al. This is an open-access article distributed under the terms of

More information

Assigning Taxonomy to Marker Genes. Susan Huse Brown University August 7, 2014

Assigning Taxonomy to Marker Genes. Susan Huse Brown University August 7, 2014 Assigning Taxonomy to Marker Genes Susan Huse Brown University August 7, 2014 In a nutshell Taxonomy is assigned by comparing your DNA sequences against a database of DNA sequences from known taxa Marker

More information

Supplementary Table S1: Overview of the sequences used as references for phylogenetic analyses.

Supplementary Table S1: Overview of the sequences used as references for phylogenetic analyses. Supplementary Table S1: Overview of the sequences used as references for phylogenetic analyses. Sample ID Location GenBank accession No. Reference EF185992 CHN China EF185992 Cheng et al. (2006) (unpublished)

More information

Characterizing and predicting cyanobacterial blooms in an 8-year

Characterizing and predicting cyanobacterial blooms in an 8-year 1 2 3 4 5 Characterizing and predicting cyanobacterial blooms in an 8-year amplicon sequencing time-course Authors Nicolas Tromas 1*, Nathalie Fortin 2, Larbi Bedrani 1, Yves Terrat 1, Pedro Cardoso 4,

More information

( ( ( ( ( ( ( (! ! 1!

( ( ( ( ( ( ( (! ! 1! ( ( ( ( ( ( ( ( SocialBehaviorandGutMicrobiotainWild Red7belliedLemurs(Eulemur(rubriventer) (In SearchoftheRoleofImmunityintheEvolutionof Sociality( ProGradu AuraRaulo DepartmentofBiosciences DivisionofEcologyandEvolutionaryBiology

More information

Supplementary Information. The microbiome of the upper troposphere: species composition and

Supplementary Information. The microbiome of the upper troposphere: species composition and Supplementary Information The microbiome of the upper troposphere: species composition and prevalence, effects of tropical storms, and atmospheric implications. Natasha DeLeon-Rodriguez, Terry Lathem,

More information

H. Pieter J. van Veelen *, Joana Falcao Salles and B. Irene Tieleman

H. Pieter J. van Veelen *, Joana Falcao Salles and B. Irene Tieleman van Veelen et al. Microbiome (2017) 5:156 DOI 10.1186/s40168-017-0371-6 RESEARCH Open Access Multi-level comparisons of cloacal, skin, feather and nest-associated microbiota suggest considerable influence

More information

Microbial diversity pa1erns in rela3on to hydrocarbon seepage

Microbial diversity pa1erns in rela3on to hydrocarbon seepage Microbial diversity pa1erns in rela3on to hydrocarbon seepage I. Microbial mat pushcores II. Sediment gravity cores The MC118 subsurface microbial community microbial players within and outside of subsurface

More information

Amplicon Sequencing. Dr. Orla O Sullivan SIRG Research Fellow Teagasc

Amplicon Sequencing. Dr. Orla O Sullivan SIRG Research Fellow Teagasc Amplicon Sequencing Dr. Orla O Sullivan SIRG Research Fellow Teagasc What is Amplicon Sequencing? Sequencing of target genes (are regions of ) obtained by PCR using gene specific primers. Why do we do

More information

16S Metagenomics Report

16S Metagenomics Report Sample: 16S Report Date: 05/11/2015 23:14:11 (UTC) Sample Configuration Sample ID: Sample Name: Run Folder: Taxonomy File: 16S 16S /data/scratch/workspace/runfolder gg_13_5_species_32bp.dat Sample Information

More information

The microbiota of diapause: How host microbe associations are formed after dormancy in an aquatic crustacean

The microbiota of diapause: How host microbe associations are formed after dormancy in an aquatic crustacean Received: 19 December 2016 Accepted: 8 May 2017 DOI: 10.1111/1365-2656.12709 ANIMAL HOST MICROBE INTERACTIONS The microbiota of diapause: How host microbe associations are formed after dormancy in an aquatic

More information

Comparison of Prokaryotic and Eukaryotic Communities in Soil Samples with and without Tomato Bacterial Wilt Collected from Different Fields

Comparison of Prokaryotic and Eukaryotic Communities in Soil Samples with and without Tomato Bacterial Wilt Collected from Different Fields Microbes Environ. Vol., No., 76-8, 07 https://www.jstage.jst.go.jp/browse/jsme doi:0.6/jsme.me7 Comparison of Prokaryotic and Eukaryotic Communities in Soil Samples with and without Tomato Bacterial Wilt

More information

Bacterial Communities Associated with the Surfaces of Fresh Fruits and Vegetables

Bacterial Communities Associated with the Surfaces of Fresh Fruits and Vegetables Bacterial Communities Associated with the Surfaces of Fresh Fruits and Vegetables Jonathan W. Leff 1, Noah Fierer 1,2 * 1 Cooperative Institute for Research in Environmental Sciences, University of Colorado,

More information

Last Time. Biology of FUNgi. Lecture 24 Community ecology - what rules fungal communities. ! We wrapped up the good, the bad and the ugly.

Last Time. Biology of FUNgi. Lecture 24 Community ecology - what rules fungal communities. ! We wrapped up the good, the bad and the ugly. Biology of FUNgi Lecture 24 Community ecology - what rules fungal communities Last Time! We wrapped up the good, the bad and the ugly.! Systemic fungal infections: blastomycosis, coccidiomycosis, cryptococcosis,

More information

PM atopy 72 (24%) Latent class

PM atopy 72 (24%) Latent class Supplementary figures 100 Low no sensitization 226 (76%) PM atopy 72 (24%) Sensitized (%) 75 50 25 Allergen Alternaria Bla g 2 Can f 1 Der f 1 Egg Fel d 1 Milk Peanut Common ragweed Timothy grass Latent

More information

UNIVERSITY OF WISCONSIN-LA CROSSE. Graduate Studies EFFECTS OF BIOLOGICAL SOIL CRUSTS ON BACTERIAL DIVERSITY AND

UNIVERSITY OF WISCONSIN-LA CROSSE. Graduate Studies EFFECTS OF BIOLOGICAL SOIL CRUSTS ON BACTERIAL DIVERSITY AND UNIVERSITY OF WISCONSIN-LA CROSSE Graduate Studies EFFECTS OF BIOLOGICAL SOIL CRUSTS ON BACTERIAL DIVERSITY AND SOIL PROPERTIES IN A WISCONSIN SAND PRAIRIE A Manuscript Style Thesis Submitted in Partial

More information

Three manganese oxide-rich marine sediments harbor similar communities of acetate-oxidizing

Three manganese oxide-rich marine sediments harbor similar communities of acetate-oxidizing Supplementary Information for Three manganese oxide-rich marine sediments harbor similar communities of acetate-oxidizing manganese-reducing bacteria Verona Vandieken 1,5, Michael Pester 2, Niko Finke

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION doi:10.1038/nature10576 Supplementary Figures Supplementary Figure 1. CO 2 accumulation during incubations CO 2 concentration in the headspace at day 2 and day 7 time points during laboratory incubations.

More information

Abstract. Introduction

Abstract. Introduction Molecular Ecology (2016) 25, 2093 2110 doi: 10.1111/mec.13597 Coexisting cryptic species of the Litoditis marina complex (Nematoda) show differential resource use and have distinct microbiomes with high

More information

Bacterial networks and co-occurrence relationships in the lettuce root microbiota

Bacterial networks and co-occurrence relationships in the lettuce root microbiota bs_bs_banner Environmental Microbiology (2015) 17(1), 239 252 doi:10.1111/1462-2920.12686 Bacterial networks and co-occurrence relationships in the lettuce root microbiota Massimiliano Cardinale, 1,2 Martin

More information

Other resources. Greengenes (bacterial) Silva (bacteria, archaeal and eukarya)

Other resources. Greengenes (bacterial)  Silva (bacteria, archaeal and eukarya) General QIIME resources http://qiime.org/ Blog (news, updates): http://qiime.wordpress.com/ Support/forum: https://groups.google.com/forum/#!forum/qiimeforum Citing QIIME: Caporaso, J.G. et al., QIIME

More information

Structure and functions of the bacterial root microbiota in wild and domesticated barley

Structure and functions of the bacterial root microbiota in wild and domesticated barley Structure and functions of the bacterial root microbiota in wild and domesticated barley Ruben Garrido Oter Structure, Function and Dynamics in Microbial Communities 30 / 11 / 2014 Introduction Othersources

More information

* Author to whom correspondence should be addressed; Tel.: ; Fax:

* Author to whom correspondence should be addressed;   Tel.: ; Fax: Mar. Drugs 2014, 12, 899-925; doi:10.3390/md12020899 Article OPEN ACCESS marine drugs ISSN 1660-3397 www.mdpi.com/journal/marinedrugs Bioprospecting from Marine Sediments of New Brunswick, Canada: Exploring

More information

Lecture 2: Diversity, Distances, adonis. Lecture 2: Diversity, Distances, adonis. Alpha- Diversity. Alpha diversity definition(s)

Lecture 2: Diversity, Distances, adonis. Lecture 2: Diversity, Distances, adonis. Alpha- Diversity. Alpha diversity definition(s) Lecture 2: Diversity, Distances, adonis Lecture 2: Diversity, Distances, adonis Diversity - alpha, beta (, gamma) Beta- Diversity in practice: Ecological Distances Unsupervised Learning: Clustering, etc

More information

Supplementary information for. The temporal dynamics of bacterial and fungal colonization on plastic. debris in the North Sea

Supplementary information for. The temporal dynamics of bacterial and fungal colonization on plastic. debris in the North Sea Supplementary information for The temporal dynamics of bacterial and fungal colonization on plastic debris in the North Sea Caroline De Tender 1,2,*, Lisa I. Devriese 1, Annelies Haegeman 1, Sara Maes

More information

Ecography. Supplementary material

Ecography. Supplementary material Ecography ECOG-03086 Binkenstein, J., Klein, A.-M., Assmann, T., Buscot, F., Erfmeier, A., Ma, K., Pietsch, K. A., Schmidt, K., Scholten, T., Wubet, T., Bruelheide, H., Schuldt, A. and Staab, M. 2017.

More information

Supplementary Materials for

Supplementary Materials for advances.sciencemag.org/cgi/content/full/2/1/e1500997/dc1 Supplementary Materials for Social behavior shapes the chimpanzee pan-microbiome Andrew H. Moeller, Steffen Foerster, Michael L. Wilson, Anne E.

More information

Supplementary figures and tables MetaVelvet : An extension of Velvet assembler to de novo metagenome assembly from short sequence reads

Supplementary figures and tables MetaVelvet : An extension of Velvet assembler to de novo metagenome assembly from short sequence reads Supplementary figures and tables MetaVelvet : An extension of Velvet assembler to de novo metagenome assembly from short sequence reads Toshiaki Namiki 1,2, Tsuyoshi Hachiya 1, Hideaki Tanaka 1, and Yasubumi

More information

Overview of Ascomycota

Overview of Ascomycota Overview of Ascomycota Ascomycota ~ 6,350 Genera ~ 64,200 Species compared to Basidiomycota ~ 1,350 Genera ~31,500 Species Between 17,000-20,000 species (~ 30-40%) of Ascomycota are lichenized Many species

More information

UNEARTHING THE MECHANISMS OF THE MYCORRHIZAL-BACTERIAL SYMBIOSIS IN PLANT ROOTS USING A METATRANSCRIPTOMIC APPROACH GAUTAM NAISHADHAM THESIS

UNEARTHING THE MECHANISMS OF THE MYCORRHIZAL-BACTERIAL SYMBIOSIS IN PLANT ROOTS USING A METATRANSCRIPTOMIC APPROACH GAUTAM NAISHADHAM THESIS UNEARTHING THE MECHANISMS OF THE MYCORRHIZAL-BACTERIAL SYMBIOSIS IN PLANT ROOTS USING A METATRANSCRIPTOMIC APPROACH BY GAUTAM NAISHADHAM THESIS Submitted in partial fulfillment of the requirements for

More information

Soil Microbial Communi/es: The Cause and Solu/ons of Plant Diseases

Soil Microbial Communi/es: The Cause and Solu/ons of Plant Diseases XVIII CONFERENCIA INTERNACIONAL SOBRE, SEPTIEMBRE DE 2015 Soil Microbial Communi/es: The Cause and Solu/ons of Plant Diseases Jianjun Hao School of Food and Agriculture University of Maine, Orono Potato

More information

Network hubs in root-associated fungal metacommunities

Network hubs in root-associated fungal metacommunities Toju et al. Microbiome (2018) 6:116 https://doi.org/10.1186/s40168-018-0497-1 RESEARCH Network hubs in root-associated fungal metacommunities Hirokazu Toju 1,2*, Akifumi S. Tanabe 3 and Hirotoshi Sato

More information

Title: Ecological restoration alters microbial communities in mine tailings profiles

Title: Ecological restoration alters microbial communities in mine tailings profiles 1 2 3 4 5 6 7 8 9 10 Supplementary information for Title: Ecological restoration alters microbial communities in mine tailings profiles Author names: Yang Li 1, Zhongjun Jia 2, Qingye Sun 1, *, Jing Zhan

More information

Culturing captures members of the soil rare biosphereemi_

Culturing captures members of the soil rare biosphereemi_ bs_bs_banner Environmental Microbiology (2012) doi:10.1111/j.1462-2920.2012.02817.x Correspondence Culturing captures members of the soil rare biosphereemi_2817 1..6 Ashley Shade, 1 Clifford S. Hogan,

More information

Title ghost-tree: creating hybrid-gene phylogenetic trees for diversity analyses

Title ghost-tree: creating hybrid-gene phylogenetic trees for diversity analyses 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 Title ghost-tree: creating hybrid-gene phylogenetic trees for diversity analyses

More information

The Soil Microbiome Influences Grapevine-Associated Microbiota

The Soil Microbiome Influences Grapevine-Associated Microbiota RESEARCH ARTICLE crossmark The Soil Microbiome Influences Grapevine-Associated Microbiota Iratxe Zarraonaindia, a,b Sarah M. Owens, a,c Pamela Weisenhorn, c Kristin West, d Jarrad Hampton-Marcell, a,e

More information

rrdp: Interface to the RDP Classifier

rrdp: Interface to the RDP Classifier rrdp: Interface to the RDP Classifier Michael Hahsler Anurag Nagar Abstract This package installs and interfaces the naive Bayesian classifier for 16S rrna sequences developed by the Ribosomal Database

More information

concentration ( mol l -1 )

concentration ( mol l -1 ) concentration ( mol l -1 ) 8 10 0 20 40 60 80 100 120 140 160 180 methane sulfide ammonium oxygen sulfate (/10) b depth (m) 12 14 Supplementary Figure 1. Water column parameters from August 2011. Chemical

More information

Sediment bacterial communities are more complex in coastal shallow straits than in oceanic deep straits*

Sediment bacterial communities are more complex in coastal shallow straits than in oceanic deep straits* Journal of Oceanology and Limnology Vol. 36 No. 5, P. 1643-1654, 2018 https://doi.org/10.1007/s00343-018-7133-6 Sediment bacterial communities are more complex in coastal shallow straits than in oceanic

More information

The microbiome and its influence on plant growth and health. Friederike Trognitz

The microbiome and its influence on plant growth and health. Friederike Trognitz The microbiome and its influence on plant growth and health Friederike Trognitz Friederike.trognitz@ait.ac.at Fact sheet: 82% of variation in carbon cycling are explained by microbiological soil indicators

More information

Root- associated Bacterial Communities in Flax (Linum usitatissimum) and Their Response to Arbuscular Mycorrhizal (AM) Inoculation

Root- associated Bacterial Communities in Flax (Linum usitatissimum) and Their Response to Arbuscular Mycorrhizal (AM) Inoculation Root- associated Bacterial Communities in Flax (Linum usitatissimum) and Their Response to Arbuscular Mycorrhizal (AM) Inoculation M.A.K. Wijesinghe, J.J. Germida & F.L. Walley Department of Soil Sciences

More information

Gymnázium, Brno, Slovanské nám. 7, SHEME OF WORK - Biology SCHEME OF WORK.

Gymnázium, Brno, Slovanské nám. 7, SHEME OF WORK - Biology SCHEME OF WORK. SCHEME OF WORK http://agb.gymnaslo.cz Subject: Biology Year: first grade, 1.X School year:../ List of topics # Topics Time period 1. Introduction to Biology 09 2. Origin and History of life 10 3. Cell

More information

Coal mine drainage (CMD) from operating and abandoned

Coal mine drainage (CMD) from operating and abandoned Profiling Microbial Communities in Manganese Remediation Systems Treating Coal Mine Drainage Dominique L. Chaput, a Colleen M. Hansel, b William D. Burgos, c Cara M. Santelli a Department of Mineral Sciences,

More information

Microbiota: Its Evolution and Essence. Hsin-Jung Joyce Wu "Microbiota and man: the story about us

Microbiota: Its Evolution and Essence. Hsin-Jung Joyce Wu Microbiota and man: the story about us Microbiota: Its Evolution and Essence Overview q Define microbiota q Learn the tool q Ecological and evolutionary forces in shaping gut microbiota q Gut microbiota versus free-living microbe communities

More information

Cilantro microbiome before and after nonselective pre-enrichment for Salmonella using 16S rrna and metagenomic sequencing

Cilantro microbiome before and after nonselective pre-enrichment for Salmonella using 16S rrna and metagenomic sequencing Jarvis et al. BMC Microbiology (2015) 15:160 DOI 1186/s12866-015-0497-2 RESEARCH ARTICLE Cilantro microbiome before and after nonselective pre-enrichment for Salmonella using 16S rrna and metagenomic sequencing

More information

Supplementary Figure 1: PCA of aqueous geochemical parameters

Supplementary Figure 1: PCA of aqueous geochemical parameters Supplementary Figure 1: PCA of aqueous geochemical parameters PCA of aqueous geochemical parameters revealing differences between locations. Samples cluster according to locations with Arctic Sweden showing

More information

Bacterial Community Composition and Extracellular Enzyme Activity in Temperate Streambed Sediment during Drying and Rewetting

Bacterial Community Composition and Extracellular Enzyme Activity in Temperate Streambed Sediment during Drying and Rewetting Bacterial Community Composition and Extracellular Enzyme Activity in Temperate Streambed Sediment during Drying and Rewetting Elisabeth Pohlon 1 *, Adriana Ochoa Fandino 1,Jürgen Marxsen 1,2 1 Institut

More information

Structural basis for amino acid recognition and transmembrane signaling by tandem-per-arnt-sim (tandem-pas) chemoreceptor sensory domains

Structural basis for amino acid recognition and transmembrane signaling by tandem-per-arnt-sim (tandem-pas) chemoreceptor sensory domains Supporting information Volume 71 (2015) Supporting information for article: Structural basis for amino acid recognition and transmembrane signaling by tandem-per-arnt-sim (tandem-pas) chemoreceptor sensory

More information

Diversity of bacteria associated with grassland soil nematodes of di erent feeding groups

Diversity of bacteria associated with grassland soil nematodes of di erent feeding groups RESEARCH ARTICLE Diversity of bacteria associated with grassland soil nematodes of di erent feeding groups Natalia Ladygina 1, Tomas Johansson 2,Björn Canbäck 3, Anders Tunlid 2 & Katarina Hedlund 1 1

More information

Supplementary Information

Supplementary Information The ISME Journal Supplementary Information Ciobanu et al. SI Tables Table S1 List of studied samples and depths Sample name Core depth below the seafloor (m) 1H3 4 2H1* 6 3H1* 15 3H5 21 4H1 25 4H5* 31

More information

DETECTING BIOLOGICAL AND ENVIRONMENTAL CHANGES: DESIGN AND ANALYSIS OF MONITORING AND EXPERIMENTS (University of Bologna, 3-14 March 2008)

DETECTING BIOLOGICAL AND ENVIRONMENTAL CHANGES: DESIGN AND ANALYSIS OF MONITORING AND EXPERIMENTS (University of Bologna, 3-14 March 2008) Dipartimento di Biologia Evoluzionistica Sperimentale Centro Interdipartimentale di Ricerca per le Scienze Ambientali in Ravenna INTERNATIONAL WINTER SCHOOL UNIVERSITY OF BOLOGNA DETECTING BIOLOGICAL AND

More information

BIO 682 Multivariate Statistics Spring 2008

BIO 682 Multivariate Statistics Spring 2008 BIO 682 Multivariate Statistics Spring 2008 Steve Shuster http://www4.nau.edu/shustercourses/bio682/index.htm Lecture 11 Properties of Community Data Gauch 1982, Causton 1988, Jongman 1995 a. Qualitative:

More information

Differential sharing and distinct co-occurrence networks among spatially close bacterial microbiota of bark, mosses and lichens

Differential sharing and distinct co-occurrence networks among spatially close bacterial microbiota of bark, mosses and lichens Molecular Ecology (2017) doi: 10.1111/mec.14070 Differential sharing and distinct co-occurrence networks among spatially close bacterial microbiota of bark, mosses and lichens INES ALINE ASCHENBRENNER,*

More information

Handling Fungal data in MoBeDAC

Handling Fungal data in MoBeDAC Handling Fungal data in MoBeDAC Jason Stajich UC Riverside Fungal Taxonomy and naming undergoing a revolution One fungus, one name http://www.biology.duke.edu/fungi/ mycolab/primers.htm http://www.biology.duke.edu/fungi/

More information

The Populus microbiome: Progress and limitations of our understanding of microbiome community structure and function over space and time

The Populus microbiome: Progress and limitations of our understanding of microbiome community structure and function over space and time The Populus microbiome: Progress and limitations of our understanding of microbiome community structure and function over space and time Christopher W. Schadt Oak Ridge National Laboratory & University

More information

MICROBIOLOGY ECOLOGY. Plant age and genotype affect the bacterial community composition in the tuber rhizosphere of field-grown sweet potato plants

MICROBIOLOGY ECOLOGY. Plant age and genotype affect the bacterial community composition in the tuber rhizosphere of field-grown sweet potato plants RESEARCH ARTICLE Plant age and genotype affect the bacterial community composition in the tuber rhizosphere of field-grown sweet potato plants Joana M. Marques 1, Thais F. da Silva 1, Renata E. Vollu 1,

More information

Vertical Distribution of Wetland Plant Roots and their Associated Bacteria in Groundwater-Fed Wetlands

Vertical Distribution of Wetland Plant Roots and their Associated Bacteria in Groundwater-Fed Wetlands Wright State University CORE Scholar Browse all Theses and Dissertations Theses and Dissertations 2015 Vertical Distribution of Wetland Plant Roots and their Associated Bacteria in Groundwater-Fed Wetlands

More information

Functional and molecular diversity of rice straw decomposing bacteria and fungi

Functional and molecular diversity of rice straw decomposing bacteria and fungi Functional and molecular diversity of rice straw decomposing bacteria and fungi Do Thi Xuan Supervisors: Assoc. Professor Nils Högberg (Dept of Forest Mycology and Pathology) Assoc. Professor Sadhna Alström

More information

Microbiome: 16S rrna Sequencing 3/30/2018

Microbiome: 16S rrna Sequencing 3/30/2018 Microbiome: 16S rrna Sequencing 3/30/2018 Skills from Previous Lectures Central Dogma of Biology Lecture 3: Genetics and Genomics Lecture 4: Microarrays Lecture 12: ChIP-Seq Phylogenetics Lecture 13: Phylogenetics

More information

Hypoxia causes preservation of labile organic matter and changes seafloor microbial community composition (Black Sea)

Hypoxia causes preservation of labile organic matter and changes seafloor microbial community composition (Black Sea) SCIENCE ADVANCES RESEARCH ARTICLE MARINE ECOLOGY Hypoxia causes preservation of labile organic matter and changes seafloor microbial community composition (Black Sea) Gerdhard L. Jessen, 1,2 *AnnaLichtschlag,

More information

Supplementary Information for: Novel chytrid lineages dominate fungal sequences in diverse marine and freshwater habitats

Supplementary Information for: Novel chytrid lineages dominate fungal sequences in diverse marine and freshwater habitats Supplementary Information for: Novel chytrid lineages dominate fungal sequences in diverse marine and freshwater habitats André M. Comeau, Warwick F. Vincent, Louis Bernier & Connie Lovejoy Table S1. Characteristics

More information

Variations in pelagic bacterial communities in the North Atlantic Ocean coincide with water bodies

Variations in pelagic bacterial communities in the North Atlantic Ocean coincide with water bodies The following supplement accompanies the article Variations in pelagic bacterial communities in the North Atlantic Ocean coincide with water bodies Richard L. Hahnke 1, Christina Probian 1, Bernhard M.

More information

David Hollander, Mya Breitbart & Anthony Nitti- College of Marine Science, University of South Florida, St. Petersburg, FL

David Hollander, Mya Breitbart & Anthony Nitti- College of Marine Science, University of South Florida, St. Petersburg, FL Spatially-resolved genomic, molecular organic, and stable isotopic analyses of an actively-accreting freshwater microbialite from Cuatro Ciénegas, Mexico David Hollander, Mya Breitbart & Anthony Nitti-

More information

MICROBIOLOGY ECOLOGY. Chronic N-amended soils exhibit an altered bacterial community structure in Harvard Forest, MA, USA.

MICROBIOLOGY ECOLOGY. Chronic N-amended soils exhibit an altered bacterial community structure in Harvard Forest, MA, USA. RESEARCH ARTICLE Chronic N-amended soils exhibit an altered bacterial community structure in Harvard Forest, MA, USA Swathi A. Turlapati 1, Rakesh Minocha 2, Premsai S. Bhiravarasa 1, Louis S. Tisa 3,

More information

Soil microbial responses to climate perturbations Sarah E. Evans Kellogg Biological Station Michigan State University

Soil microbial responses to climate perturbations Sarah E. Evans Kellogg Biological Station Michigan State University Soil microbial responses to climate perturbations Sarah E. Evans Kellogg Biological Station Michigan State University The soil environment Harsh environment, many abiotic stressors Highly diverse, many

More information

FIG S1: Rarefaction analysis of observed richness within Drosophila. All calculations were

FIG S1: Rarefaction analysis of observed richness within Drosophila. All calculations were Page 1 of 14 FIG S1: Rarefaction analysis of observed richness within Drosophila. All calculations were performed using mothur (2). OTUs were defined at the 3% divergence threshold using the average neighbor

More information

Laboratory Cultivation of Widespread and Previously Uncultured Soil Bacteria

Laboratory Cultivation of Widespread and Previously Uncultured Soil Bacteria APPLIED AND ENVIRONMENTAL MICROBIOLOGY, Dec. 2003, p. 7210 7215 Vol. 69, No. 12 0099-2240/03/$08.00 0 DOI: 10.1128/AEM.69.12.7210 7215.2003 Copyright 2003, American Society for Microbiology. All Rights

More information

Bacterial and fungal community structure in Arctic tundra tussock and shrub soils

Bacterial and fungal community structure in Arctic tundra tussock and shrub soils Bacterial and fungal community structure in Arctic tundra tussock and shrub soils Matthew David Wallenstein 1,2, Shawna McMahon 1 & Joshua Schimel 1 1 Department of Ecology, Evolution, and Marine Biology,

More information

Seasonal and interannual variability of the marine bacterioplankton community throughout the water column over ten years

Seasonal and interannual variability of the marine bacterioplankton community throughout the water column over ten years (2015) 9, 563 580 & 2015 International Society for Microbial Ecology All rights reserved 1751-7362/15 www.nature.com/ismej ORIGINAL ARTICLE of the marine bacterioplankton community throughout the water

More information

Advanced Mycology, Pawlowska

Advanced Mycology, Pawlowska Fall 2013 PLPA4490 Advanced Mycology 3 credits Lecture: Tuesday & Thursday 9:05 am 9:55 am 336 Plant Science Building Laboratory: Thursday 1:25 pm 4:25 pm 326 Plant Science Building Instructor: Teresa

More information

Bacterial profiling of White Plague Disease in a comparative coral species framework

Bacterial profiling of White Plague Disease in a comparative coral species framework OPEN (2014) 8, 31 39 & 2014 International Society for Microbial Ecology All rights reserved 1751-7362/14 www.nature.com/ismej ORIGINAL ARTICLE Bacterial profiling of White Plague Disease in a comparative

More information

Microbial community succession and bacterial diversity in soils during years of ecosystem development

Microbial community succession and bacterial diversity in soils during years of ecosystem development RESEARCH ARTICLE Microbial community succession and bacterial diversity in soils during 77 000 years of ecosystem development Silvana Tarlera 1, Kamlesh Jangid 2, Andrew H. Ivester 3, William B. Whitman

More information

MICROBIAL COMMUNITIES OF ICELANDIC LAVA CAVES

MICROBIAL COMMUNITIES OF ICELANDIC LAVA CAVES MICROBIAL COMMUNITIES OF ICELANDIC LAVA CAVES Northup, Diana E. Biology Department, University of New Mexico MSC03 2020 Albuquerque, NM 87131-0001, USA, dnorthup@unm.edu Stefánsson, Árni B. ISS Conservation,

More information

What if esca disease of grapevine were not a fungal disease?

What if esca disease of grapevine were not a fungal disease? Fungal Diversity (2012) 54:51 67 DOI 10.1007/s13225-012-0171-z What if esca disease of grapevine were not a fungal disease? Valérie Hofstetter & Bart Buyck & Daniel Croll & Olivier Viret & Arnaud Couloux

More information

Symbiosis Between Tall Fescue and a Fungal Shoot Endophyte Affects Soil Microbial Communities

Symbiosis Between Tall Fescue and a Fungal Shoot Endophyte Affects Soil Microbial Communities University of Colorado, Boulder CU Scholar Undergraduate Honors Theses Honors Program Spring 2014 Symbiosis Between Tall Fescue and a Fungal Shoot Endophyte Affects Soil Microbial Communities Xavier Rojas

More information

Nutrient enrichment increased species richness of leaf litter fungal assemblages in a tropical forest

Nutrient enrichment increased species richness of leaf litter fungal assemblages in a tropical forest Molecular Ecology (2013) 22, 2827 2838 doi: 10.1111/mec.12259 Nutrient enrichment increased species richness of leaf litter fungal assemblages in a tropical forest JENNIFER KEREKES,* MICHAEL KASPARI, BRADLEY

More information

Research in Obesity and Comorbidities

Research in Obesity and Comorbidities Research in Obesity and Comorbidities Licio A. Velloso University of Campinas Brazil www.ocrc.org.br 13 Principal investigators 25 Associate investigators 45 Postdoctoral fellows 89 Graduate students www.ocrc.org.br

More information

Changes in Bacterial and Archaeal Community Structure and Functional Diversity along a Geochemically Variable Soil Profile

Changes in Bacterial and Archaeal Community Structure and Functional Diversity along a Geochemically Variable Soil Profile APPLIED AND ENVIRONMENTAL MICROBIOLOGY, Mar. 2008, p. 1620 1633 Vol. 74, No. 5 0099-2240/08/$08.00 0 doi:10.1128/aem.01787-07 Copyright 2008, American Society for Microbiology. All Rights Reserved. Changes

More information

Supplementary Information

Supplementary Information Supplementary Information Table S1. Per-sample sequences, observed OTUs, richness estimates, diversity indices and coverage. Samples codes as follows: YED (Young leaves Endophytes), MED (Mature leaves

More information

Chad Burrus April 6, 2010

Chad Burrus April 6, 2010 Chad Burrus April 6, 2010 1 Background What is UniFrac? Materials and Methods Results Discussion Questions 2 The vast majority of microbes cannot be cultured with current methods Only half (26) out of

More information

Detecting bacterial associations in the human microbiome

Detecting bacterial associations in the human microbiome Karoline Faust Raes Lab (Bioinformatics and (Eco-)Systems Biology) 10 th October 2012 Bertinoro Computational Biology Detecting bacterial associations in the human microbiome 1. Introduction Examples for

More information

Aquacultured Rainbow Trout (Oncorhynchus mykiss) Possess a Large Core Intestinal Microbiota That Is Resistant to Variation in Diet and Rearing Density

Aquacultured Rainbow Trout (Oncorhynchus mykiss) Possess a Large Core Intestinal Microbiota That Is Resistant to Variation in Diet and Rearing Density University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln Publications from USDA-ARS / UNL Faculty U.S. Department of Agriculture: Agricultural Research Service, Lincoln, Nebraska

More information

Supporting Information

Supporting Information 1 Supporting Information 2 3 4 5 Automated High-Throughput Identification and Characterisation of Clinically Important Bacteria and Fungi using Rapid Evaporative Ionisation Mass Spectrometry (REIMS) 6

More information

Diurnal cycling of rhizosphere bacterial communities is associated with shifts in carbon metabolism

Diurnal cycling of rhizosphere bacterial communities is associated with shifts in carbon metabolism Staley et al. Microbiome (2017) 5:65 DOI 10.1186/s40168-017-0287-1 RESEARCH Open Access Diurnal cycling of rhizosphere bacterial communities is associated with shifts in carbon metabolism Christopher Staley

More information

Fungi. Abstract. Fig. 1 A basidiomycete (Coprinopsis sp.) from the Eastern United States. Credit: M. E. Hood (Amherst College).

Fungi. Abstract. Fig. 1 A basidiomycete (Coprinopsis sp.) from the Eastern United States. Credit: M. E. Hood (Amherst College). Fungi Jaime E. Blair Department of Biology, 139 McGuire Life Sciences Building, Amherst College, Amherst, MA, 01002 USA. Current address: Department of Biology, Franklin and Marshall College, Lancaster,

More information

Novel microbial assemblages inhabiting crustal fluids within mid-ocean ridge flank subsurface basalt

Novel microbial assemblages inhabiting crustal fluids within mid-ocean ridge flank subsurface basalt OPEN (2016) 10, 2033 2047 2016 International Society for Microbial Ecology All rights reserved 1751-7362/16 www.nature.com/ismej ORIGINAL ARTICLE Novel microbial assemblages inhabiting crustal fluids within

More information

STATISTICAL LEARNING OF INTEGRATIVE ANALYSIS. Meilei Jiang

STATISTICAL LEARNING OF INTEGRATIVE ANALYSIS. Meilei Jiang STATISTICAL LEARNING OF INTEGRATIVE ANALYSIS Meilei Jiang A dissertation submitted to the faculty of the University of North Carolina at Chapel Hill in partial fulfillment of the requirements for the degree

More information

Characterizing and Classifying Prokaryotes

Characterizing and Classifying Prokaryotes CSLO2. Provide examples of the impact of microorganisms on agriculture, environment, ecosystem, energy, and human health, including biofilms. CSLO5. Describe evidence for the evolution of cells, organelles

More information

Illumina sequencing-based community analysis of bacteria associated with different bryophytes collected from Tibet, China

Illumina sequencing-based community analysis of bacteria associated with different bryophytes collected from Tibet, China Tang et al. BMC Microbiology (2016) 16:276 DOI 10.1186/s12866-016-0892-3 RESEARCH ARTICLE Open Access Illumina sequencing-based community analysis of bacteria associated with different bryophytes collected

More information

Role of symbiotic bacteria on life history traits of freshwater crustacean, Daphnia magna

Role of symbiotic bacteria on life history traits of freshwater crustacean, Daphnia magna Title Author(s) Role of symbiotic bacteria on life history traits of freshwater crustacean, Daphnia magna Peerakietkhajorn, Saranya Citation Issue Date Text Version ETD URL https://doi.org/10.18910/54011

More information