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1.
Sci Rep ; 11(1): 10803, 2021 05 24.
Article in English | MEDLINE | ID: mdl-34031502

ABSTRACT

Plant-associated bacteria can establish mutualistic relationships with plants to support plant health. Plant tissues represent heterogeneous niches with distinct characteristics and may thus host distinct microbial populations. The objectives of this study are to investigate the bacterial communities associated with two medicinally and commercially important plant species; Ginkgo biloba and Panax quinquefolius using high Throughput Sequencing (HTS) of 16S rRNA gene, and to evaluate the extent of heterogeneity in bacterial communities associated with different plant niches. Alpha diversity showed that number of operational taxonomic units (OTUs) varied significantly by tissue type. Beta diversity revealed that the composition of bacterial communities varied between tissue types. In Ginkgo biloba and Panax quinquefolius, 13% and 49% of OTUs, respectively, were ubiquitous in leaf, stem and root. Proteobacteria, Bacteroidetes, Actinobacteria and Acidobacteria were the most abundant phyla in Ginkgo biloba while Proteobacteria, Bacteroidetes, Actinobacteria, Plantomycetes and Acidobacteria were the most abundant phyla in Panax quinquefolius. Functional prediction of these bacterial communities using MicrobiomeAnalyst revealed 5843 and 6251 KEGG orthologs in Ginkgo biloba and Panax quinquefolius, respectively. A number of these KEGG pathways were predicted at significantly different levels between tissues. These findings demonstrate the heterogeneity, niche specificity and functional diversity of plant-associated bacteria.


Subject(s)
Bacteria/classification , Ginkgo biloba/microbiology , Panax/microbiology , RNA, Ribosomal, 16S/genetics , Sequence Analysis, DNA/methods , Bacteria/genetics , Bacteria/isolation & purification , DNA, Bacterial/genetics , DNA, Ribosomal/genetics , High-Throughput Nucleotide Sequencing , Phylogeny , Plant Leaves/microbiology , Plant Roots/microbiology , Plant Stems/microbiology
2.
Sci Rep ; 11(1): 4331, 2021 02 22.
Article in English | MEDLINE | ID: mdl-33619286

ABSTRACT

The demand for popular natural health products (NHPs) such as Black Cohosh is increasing considerably, which in turn challenges quality assurance (QA) throughout the supply chain. To detect and quantify the target species present in a given NHP, DNA-based molecular techniques such as Real-time quantitative PCR (qPCR) and digital PCR (dPCR) are standard tools in the food and pathogen testing industries. There is a gap in the literature concerning validated quantitative PCR methods for botanicals that can be utilized for QA and good manufacturing practices. The objective of this study is to develop an efficient quantification method using qPCR and dPCR techniques for the detection and quantification of Actaea racemosa (Black cohosh) NHPs from its potential adulterants. These developed methods are validated for applicability on commercial NHPs. Species-specific hydrolysis probe assays were designed to analyze the black cohosh NHPs using qPCR and dPCR techniques. The results confirmed that the developed qPCR and dPCR methods are highly precise for identifying and quantifying black cohosh NHPs, indicating their potential applicability in future routine industrial and laboratory testing. This enables a single qPCR test to determine not only the presence of a specific botanical, but also the amount when mixed with an adulterant.


Subject(s)
Cimicifuga/classification , Cimicifuga/genetics , Plants, Medicinal/classification , Plants, Medicinal/genetics , DNA Contamination , DNA, Plant , Ethnobotany/methods , Ethnobotany/standards , Polymerase Chain Reaction/methods
3.
J AOAC Int ; 104(3): 836-846, 2021 Jun 12.
Article in English | MEDLINE | ID: mdl-33346838

ABSTRACT

BACKGROUND: Actaea racemosa (black cohosh) herbal dietary supplements are commonly used to treat menopausal symptoms in women. However, there is a considerable risk of contamination of A. racemosa herbal products in the natural health product (NHP) industry, impacting potential efficacy. Authentication of A. racemosa products is challenging because of the standard, multi-part analytical chemistry methods that may be too costly and not appropriate for both raw and finished products. OBJECTIVE: In this paper, we discuss developing and validating quick alternative biotechnology methods to authenticate A. racemosa herbal dietary supplements, based on the use of a species-specific hydrolysis PCR probe assay. METHODS: A qPCR-based species-specific hydrolysis probe assay was designed, validated, and optimized for precisely identifying the species of interest using the following analytical validation criteria: (1) specificity (accuracy) in determining the target species ingredient, while not identifying other non-target species; (2) sensitivity in detecting the smallest amount of the target material; and (3) reliability (repeatability and reproducibility) in detecting the target species in raw materials on a real-time PCR platform. RESULTS: The results show that the species-specific hydrolysis probe assay was successfully developed for the raw materials and powders of A. racemosa. The specificity of the test was 100% to the target species. The efficiency of the assay was observed to be 99%, and the reliability of the assay was 100% for the raw/starting and powder materials. CONCLUSION: The method developed in this study can be used to authenticate and perform qualitative analysis of A. racemosa supplements.


Subject(s)
Cimicifuga , Drug Contamination , Female , Humans , Plant Extracts , Real-Time Polymerase Chain Reaction , Reproducibility of Results , Species Specificity
5.
Genome ; 57(10): 555-66, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25727714

ABSTRACT

Genome size is known to correlate with a number of traits in angiosperms, but less is known about the phenotypic correlates of genome size in ferns. We explored genome size variation in relation to a suite of morphological and ecological traits in ferns. Thirty-six fern taxa were collected from wild populations in Ontario, Canada. 2C DNA content was measured using flow cytometry. We tested for genome downsizing following polyploidy using a phylogenetic comparative analysis to explore the correlation between 1Cx DNA content and ploidy. There was no compelling evidence for the occurrence of widespread genome downsizing during the evolution of Ontario ferns. The relationship between genome size and 11 morphological and ecological traits was explored using a phylogenetic principal component regression analysis. Genome size was found to be significantly associated with cell size, spore size, spore type, and habitat type. These results are timely as past and recent studies have found conflicting support for the association between ploidy/genome size and spore size in fern polyploid complexes; this study represents the first comparative analysis of the trend across a broad taxonomic group of ferns.


Subject(s)
Evolution, Molecular , Ferns/genetics , Genome Size , Genome, Plant , Cell Size , Ecosystem , Ferns/classification , Ferns/cytology , Phylogeny , Polyploidy , Spores/cytology
6.
New Phytol ; 196(4): 1240-1250, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23078229

ABSTRACT

Genome size (C-value) and endopolyploidy (endoreduplication index, EI) are known to correlate with various morphological and ecological traits, in addition to phylogenetic placement. A phylogenetically controlled multivariate analysis was used to explore the relationships between DNA content and phenotype in angiosperms. Seeds from 41 angiosperm species (17 families) were grown in a common glasshouse experiment. Genome size (2C-value and 1Cx-value) and EI (in four tissues: leaf, stem, root, petal) were determined using flow cytometry. The phylogenetic signal was calculated for each measure of DNA content, and phylogenetic canonical correlation analysis (PCCA) explored how the variation in genome size and EI was correlated with 18 morphological and ecological traits. Phylogenetic signal (λ) was strongest for EI in all tissues, and λ was stronger for the 2C-value than the 1Cx-value. PCCA revealed that EI was correlated with pollen length, stem height, seed mass, dispersal mechanism, arbuscular mycorrhizal association, life history and flowering time, and EI and genome size were both correlated with stem height and life history. PCCA provided an effective way to explore multiple factors of DNA content variation and phenotypic traits in a phylogenetic context. Traits that were correlated significantly with DNA content were linked to plant competitive ability.


Subject(s)
Genome Size , Genome, Plant , Magnoliopsida/anatomy & histology , Magnoliopsida/genetics , Phylogeny , Flowers/genetics , Magnoliopsida/microbiology , Magnoliopsida/physiology , Multivariate Analysis , Mycorrhizae , Phenotype , Plant Leaves/genetics , Plant Roots/genetics , Plant Stems/anatomy & histology , Plant Stems/genetics , Pollen/anatomy & histology , Pollen/genetics , Polyploidy , Seeds/anatomy & histology , Seeds/genetics
7.
Theor Popul Biol ; 82(3): 209-21, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22771491

ABSTRACT

We evaluate the effect of epistasis on genetically-based multivariate trait variation in haploid non-recombining populations. In a univariate setting, past work has shown that epistasis reduces genetic variance (additive plus epistatic) in a population experiencing stabilizing selection. Here we show that in a multivariate setting, epistasis also reduces total genetic variation across the entire multivariate trait in a population experiencing stabilizing selection. But, we also show that the pattern of variation across the multivariate trait can be more even when epistasis occurs compared to when epistasis is absent, such that some character combinations will have more genetic variance when epistasis occurs compared to when epistasis is absent. In fact, a measure of generalized multivariate trait variation can be increased by epistasis under weak to moderate stabilizing selection conditions, as well as neutral conditions. Likewise, a measure of conditional evolvability can be increased by epistasis under weak to moderate stabilizing selection and neutral conditions. We investigate the nature of epistasis assuming a multivariate-normal model genetic effects and investigate the nature of epistasis underlying the biophysical properties of RNA. Increased multivariate diversity occurs for populations that are infinite in size, as well as populations that are finite in size. Our model of finite populations is explicitly genealogical and we link our findings about the evenness of eigenvalues with epistasis to prior work on the genealogical mapping of epistatic effects.


Subject(s)
Epistasis, Genetic , Genetics, Population , Haploidy , Models, Theoretical , Multivariate Analysis
8.
Chromosome Res ; 19(6): 763-75, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21847691

ABSTRACT

Less than 1% of known monilophytes and lycophytes have a genome size estimate, and substantially less is known about the presence and prevalence of endopolyploid nuclei in these groups. Thirty-one monilophyte species (including three horsetails) and six lycophyte species were collected in Ontario, Canada. Using flow cytometry, genome size and degree of endopolyploidy were estimated for 37 species. Across the five orders covered, 1Cx-values averaged 4.2 pg in the Lycopodiales, 18.1 pg for the Equisetales, 5.06 pg for a single representative of the Ophioglossales, 14.3 pg for the Osmundales, and 7.06 pg for the Polypodiales. There was no indication of endoreduplication in any of the leaf, stem, or root tissue analyzed. This information is essential to our understanding of DNA content evolution in land plants.


Subject(s)
DNA, Plant/genetics , Genome Size , Genome, Plant , Equisetum/genetics , Evolution, Molecular , Ferns/genetics , Flow Cytometry , Lycopodium/genetics , Ploidies
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