This document discusses a study that combines DNA barcoding and macroinvertebrate sampling to assess water quality in two sites along the White Clay Creek in Pennsylvania. Macroinvertebrates were collected from each site and identified to different taxonomic levels by an amateur, professional taxonomist, and through DNA barcoding. The study aims to see if water quality differences between the sites can be better distinguished at lower taxonomic levels, including species identification through DNA barcoding. The results may help integrate DNA barcoding into water quality assessment and create a reference species list for future studies in the area.
EveMicrobial Phylogenomics (EVE161) Class 9Jonathan Eisen
Microbial Phylogenomics (EVE161) at UC Davis Spring 2016. Co-taught by Jonathan Eisen and Holly Ganz.
Class 9:
Era II: rRNA Case Study: Built Environment Metaanalysis
Jonathan Eisen talk for 2019 ADVANCE Scholar Award SymposiumJonathan Eisen
Slides for my talk at the 2019 ADVANCE Scholar Award Symposium. Talk covered a little bit about mt research and more about STEM Diversity. See https://diversity.ucdavis.edu/2019-advance-scholar-award-symposium
A recently started project exploring microbial populations attaching to plastic when inmersed in the ocean. Floating plastic (#2, #4, and #5) are deployed in coastal waters for varying times, and DNA extracted for 16S rRNA metagenomic sequencing. Validation of the sampling methodology and preliminary data are shown.
Deciphering the genome of Diaphorina citri to develop solutions for the citru...Surya Saha
The Asian citrus psyllid (Diaphorina citri Kuwayama) is the insect vector of the bacterium Candidatus Liberibacter asiaticus (CLas), the causal agent for the citrus greening or Huanglongbing disease which threatens citrus industry worldwide. This vector is the primary target of approaches to stop the transmission of the pathogen. Accurate structural and functional annotation of the psyllid’s gene models and understanding its interactions with the pathogenic bacterium, CLas, is required for precise targeting using molecular methods such as RNAi. We opted for manual curation of gene families in the draft genome of D. citri (Diaci v1.1, contig N50 34.4Kb) that have key functional roles in D. citri biology and pathology. The community effort resulted in Official Gene Set v1.0 with more than 500 manually curated gene models across developmental, RNAi regulatory, and immune-related pathways.
Single copy marker analysis of the current genome shows a significant proportion of 3,350 markers conserved in Hemipterans to be missing (25%) with only 74% present in full-length copies. The manual genome annotation also identified a number of misassemblies and missing genes in the current genome. This is, in-part, due to the complexity introduced when assembling a heterogeneous sample containing DNA from multiple psyllids and exacerbated by the use of short reads. This challenge is common with insect genomes due to the size of individuals. To improve quality of genome assembly, we generated 36.2Gb of Pacbio long reads with a coverage of 80X for the 450Mb psyllid genome. The Canu assembler followed by Dovetail Chicago-based scaffolding was used to create an improved assembly (Diaci v2.0) with a contig N50 of 758.7kb and 1906 contigs. The assembly was polished with Pacbio and Illumina paired-end reads to remove indel and SNP errors. We are employing Dovetail Chicago and 10X Illumina libraries generated from a single psyllid in conjunction with Bionano optical maps to achieve long-range scaffolding of the genome. We have also generated full-length cDNA transcripts from diseased and healthy tissue from multiple life stages with the Pacbio IsoSeq technology. This will be the first time all these methods have been applied to resolve a complex insect genome from a highly heterogeneous sample. The new assembly will be available on https://citrusgreening.org/ which is our portal for all omics resources for the citrusgreening disease. We are continuing with the manual curation effort using the improved genome. We will also present how the improved genome and annotation is contributing to the development of molecular interdiction methods to disrupt the vectoring ability of D. citri.
EveMicrobial Phylogenomics (EVE161) Class 9Jonathan Eisen
Microbial Phylogenomics (EVE161) at UC Davis Spring 2016. Co-taught by Jonathan Eisen and Holly Ganz.
Class 9:
Era II: rRNA Case Study: Built Environment Metaanalysis
Jonathan Eisen talk for 2019 ADVANCE Scholar Award SymposiumJonathan Eisen
Slides for my talk at the 2019 ADVANCE Scholar Award Symposium. Talk covered a little bit about mt research and more about STEM Diversity. See https://diversity.ucdavis.edu/2019-advance-scholar-award-symposium
A recently started project exploring microbial populations attaching to plastic when inmersed in the ocean. Floating plastic (#2, #4, and #5) are deployed in coastal waters for varying times, and DNA extracted for 16S rRNA metagenomic sequencing. Validation of the sampling methodology and preliminary data are shown.
Deciphering the genome of Diaphorina citri to develop solutions for the citru...Surya Saha
The Asian citrus psyllid (Diaphorina citri Kuwayama) is the insect vector of the bacterium Candidatus Liberibacter asiaticus (CLas), the causal agent for the citrus greening or Huanglongbing disease which threatens citrus industry worldwide. This vector is the primary target of approaches to stop the transmission of the pathogen. Accurate structural and functional annotation of the psyllid’s gene models and understanding its interactions with the pathogenic bacterium, CLas, is required for precise targeting using molecular methods such as RNAi. We opted for manual curation of gene families in the draft genome of D. citri (Diaci v1.1, contig N50 34.4Kb) that have key functional roles in D. citri biology and pathology. The community effort resulted in Official Gene Set v1.0 with more than 500 manually curated gene models across developmental, RNAi regulatory, and immune-related pathways.
Single copy marker analysis of the current genome shows a significant proportion of 3,350 markers conserved in Hemipterans to be missing (25%) with only 74% present in full-length copies. The manual genome annotation also identified a number of misassemblies and missing genes in the current genome. This is, in-part, due to the complexity introduced when assembling a heterogeneous sample containing DNA from multiple psyllids and exacerbated by the use of short reads. This challenge is common with insect genomes due to the size of individuals. To improve quality of genome assembly, we generated 36.2Gb of Pacbio long reads with a coverage of 80X for the 450Mb psyllid genome. The Canu assembler followed by Dovetail Chicago-based scaffolding was used to create an improved assembly (Diaci v2.0) with a contig N50 of 758.7kb and 1906 contigs. The assembly was polished with Pacbio and Illumina paired-end reads to remove indel and SNP errors. We are employing Dovetail Chicago and 10X Illumina libraries generated from a single psyllid in conjunction with Bionano optical maps to achieve long-range scaffolding of the genome. We have also generated full-length cDNA transcripts from diseased and healthy tissue from multiple life stages with the Pacbio IsoSeq technology. This will be the first time all these methods have been applied to resolve a complex insect genome from a highly heterogeneous sample. The new assembly will be available on https://citrusgreening.org/ which is our portal for all omics resources for the citrusgreening disease. We are continuing with the manual curation effort using the improved genome. We will also present how the improved genome and annotation is contributing to the development of molecular interdiction methods to disrupt the vectoring ability of D. citri.
This slide lecture is for students seeking help regarding Metagenomics. Do remember me in your prayers.
Metagenomics Applications, Metagenomics working principles , Metagenomic libraries
, Metagenomic Techniques , Metagenomics limitations and other topics are elaborated in this Slideshare.
Microbial Metagenomics Drives a New CyberinfrastructureLarry Smarr
06.03.03
Invited Talk
School of Biological Sciences
University of California, Irvine
Title: Microbial Metagenomics Drives a New Cyberinfrastructure
Irvine, CA
Utilization of Multiple Habitat Sampling Protocol for Macroinvertebrates as Indicators of Water
Quality in Stream Ecosystem in Lawis,
Buruun, Iligan City
Emerging Diversity Within Well-known Heterotrophic Flagellates Groups Reveal...Javier del Campo
During the last ten years, an overwhelming amount of data has been generated from culturing independent techniques to study the diversity of marine protists. These studies show a large diversity and the existence of new groups, such as for MAST (Marine Stramenopiles) or MALV (Marine Alveolates). However, a large part of these sequences has not been analysed together, and constitutes a potentially important source of information related with protists diversity and distribution. Using sequences from our studies and from GenBank and CAMERA, we have been able to define several novel clades in three important marine representative groups such are Choanoflagellates, Chrysophytes and Bicosecids. Most of the novel clades correspond to uncultured organisms. Analyzing all sequences together permits to observe this diversity, which was already presented by generally ignored. Only an important data mining work developed using GenBank allows this novel diversity hidden inside well know groups to emerge from the enormous sea of data generated.
1. Combining DNA Barcoding and Macroinvertebrate Sampling to Assess
Water Quality
Tanya Dapkey
Readers: Sally Willig, PhD.,
Yvette Bordeaux, PhD.
2008
Abstract: Water is a vital resource for our society, without it we could not have evolved on this planet.
Determining current water quality, therefore, is a crucial aspect in sustaining a developed society. Water
quality sampling methods have matured and provide us with an elementary yet accurate portrayal.
Examining macroinvertebrate communities within aquatic habitats provides the picture. By elevating the
identification of these animals from morphological to genetic we can provide greater accuracy. By
appraising these communities in such detail we hope to provide a more subtle and accurate study for
determining water quality and the effects of non-point source pollution.
Introduction: DNA barcoding is a molecular technique that sequences a short portion of the
mitochondrial DNA of animals, the CO1 gene, to create a unique “barcode” (Hebert et al. 2003). It is
quickly becoming an important taxonomic tool; taxonomists, ecologists and conservationists are
realizing the importance of cataloging the natural world. Fresh water systems are essential
ecosystems; the need to recognize and facilitate water quality preservation and restoration is vital to
the continued sustainability of the human species. Macroinvertebrates are excellent bioindicators due
to their tendency to reflect the surrounding abiotic environment and the changes that occur over time
to that specific habitat (Hodkinson and Jackson 2005). In this project, replicate quantitative samples
of macroinvertebrates will be taken from two sites along the White Clay Creek in Pennsylvania. The
two sites will reflect different anthropogenic land use; closely examining the macroinvertebrate
communities abundance and pollution tolerance species richness creates metrics from which to
extrapolate water quality. I will compare and contrast the ability to measure differences in water
quality between the two sites when the macroinvertebrates are identified to the family-genus level by
an amateur taxonomist, to the genus-species level by a professional taxonomist and finally to species
level by the barcoding technique. This project will be one of the first insights as to whether or not the
ability to distinguish differences in water quality between the two sites will significantly increase with
each lower level of taxonomy.
Methods: Two sites were chosen near Stroud Water Research Center in Avondale, Pennsylvania.
Site 11 is on the East Branch of White Clay Creek, upstream of Spencer Road at the Stroud Water
Research Center and is considered an Exceptional Value stream. Site 12 is also on the East Branch
of the White Clay Creek and is located at Rosazza Orchards off of Glen Willow Road, the water
quality here is considered fair and has been decreasing in recent years. On March 10, 2008 field-
work began on this project; three samples were taken from each site. Surber samplers were used to
scrape the rocks at random locations; 4 random surber samples were collected into one bucket. The
contents of the bucket were then split into one fourth by using a splitter. The samples were
immediately placed into 95% ethanol (ETOH). The samples were then split into subsamples and the
invertebrates were sorted to Order, counted, and then placed in vials of 95% ETOH. The insects
were then identified using a DM39Z Digital Stereo Microscope and a digital image (.jpg) using the
program Motic Images 1.2 was captured. A tissue sample was acquired from each specimen,
placed into a Matrix 94 tube box and then sent to The University of Guelph for DNA testing. When
the mitochondrial DNA (CO1 gene) is analyzed using polymerase chain reaction a “tree” will be
produced and species will be determined. Identifications done by amateur and professional
taxonomists will be compared to the DNA analysis.
Discussion: The hope for this project is to explore the possibilities of integrating DNA barcoding technology
with macroinvertebrate sampling in varying ecosystems affected by anthropogenic land use. If successful,
this project will be the first to show the ability of varying taxonomic identification methods to establish water
quality via macroinvertebrate sampling. In addition this study will create a reference species list to which
future studies can be compared.
Contamination issues may arise with the samples, these individuals are not “clean.” Many specimens still
have particles attached to their bodies, some are predators on other insects; these issues may prevent a
more precise DNA sequence. However, these contaminations may not occur and the sequences may be
pristine. However, if these contamination issues do arise they will provide an opportunity to modify the
techniques now. Future projects can learn from this study in order to create a more stringent set of
standards.
Conclusion: DNA barcoding is an essential tool in species identification and may enhance traditional
morphological taxonomy. When determining the complex issue of water quality it is important to utilize
all tools available. DNA barcoding may allow an exact picture of macroinvertebrate communities,
supporting the previous taxonomists identifications and paving the way for more specific methods of
water quality sampling.
Works Cited:
Hebert, Paul D. N., Alina Cywinska, Shelly L. Ball, and Jeremy R. deWaard. 2003. Biological identifications
through DNA barcodes. Proceedings of the Royal Society of London B. 270, 313-321.
Hodkinson, Ian D. and John K. Jackson. 2005. Terrestrial and Aquatic Invertebrates as Bioindicators for
Environmental Monitoring, with Particular reference to Mountain Ecosystems. Environmental Management.
35(5), 649-666.
All photographs taken by Tanya Dapkey
Figure 1. Ephemerellid Mayfly with tissue sample (leg) to the side Figure 2. Hydropsychid caddis fly
Figure 3.Sampling at Site 11
Figure 4. Splitting and preserving sample 1 from Site 11