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genome
complete genetic information of an organism
genomics
discipline of mapping, sequencing, analyzing, and comparing genomes
metagenomics
analysis of pooled DNA from environmental sample containing many different microorganisms, which often have not been isolated or identified
DNA sequencing
determining the precise order of nucleotides in a DNA molecule
Genome annotation
converting raw sequence data into a list of genes and other functional sequences present in the genome
bioinformatics
storing and analyzing sequences and structures of nucleic acids and proteins using computers
What is sanger sequencing
involves making a copy of a single stranded DNA template which requires DNA polymerase, DNA primer, deoxyribonucleotides (dNTPs) and dideoxyribonucleotides (ddNTPs)
Dideoxyribonucleotide (ddNTP)
act as chain terminators, preventing further elongation of DNA chain producing DNA chains of varying length
genome assembly
putting fragments in the correct order and eliminating overlaps to merge sequencing reads (contigs). Individual contigs with overlapping ends are then aligned to form scaffolds to generate a map of the complete genome
genome annotation
identifies genes and other functional regions
functional open reading frame (ORF)
encodes a protein, can be identified by computational analyses
hypothetical proteins
proteins that likely exist but with unknown function, have uninterpreted ORFs/start and stop codons/ribosome-binding site, lack sufficient amino acid sequence homology with known proteins for identification
comparative genomics
direct correlation between genome size and ORF content, as genome size increases, # of genes proportionally increases
Gene content of bacterial genomes
the collection of genes in a particular organism defines its capabilities
Gene size
smaller genomes encode more translational processes; larger genomes encode more transcriptional regulation and signal transduction
what can’t you get from metagenomics?
fundamental physiological information is not obtained, maximum specific growth rates, affinities for nutrients, optimum/min/max growth pH and temperature
metatranscriptomics
analyzes microbial community RNA, reveals genes in a community that are actually expressed, reveals level of gene expression
metaprotenomics
measures the diversity and abundance of different proteins in a community
transcriptomics
study of cell’s global transcription. monitors total RNA under a growth condition through microarrays and RNA-Seq
microarray
(aka gene chips) small solid supports to which genes or oligonucleotides are fixed and arrayed spatially in a known pattern. measure fluorescently labeled DNA and RNA that hybridizes (single strands forming double stranded molecule) with known nucleic acid sequences
measuring gene expression
extracted RNA is first converted into complementary DNA (cDNA), cDNA fragments are fluorescently labeled, those are then hybridized to oligonucleotide array corresponding to whole genome, yielding global gene expression levels
RNA-Seq analysis
all RNA is converted into cDNA and sequencing with high-throughput/next-generation sequencing methods, shows which genes are transcribed and how many copies of each RNA are made, transcript abundance under different culture conditions, can discover noncoding RNAs, culturing previously uncultured bacteria
proteomics
study of the structure, function, and activity of an organisms proteins, number and types of protein in a cell change in response to internal/external factors
metabolomics
the systematic and comprehensive study of small-molecule chemicals(metabolites) within a specific biological sample. also reflects the enzymatic pathways encoded by the gene
Polymerase Chain Reaction (PCR)
DNA replication in vitro, requires thermocycler, requires DNA polymerase(copies DNA using oligonucleotide DNA primers and needs dNTPs)
Denaturation (98 C): separate strands of template DNA by heating
Annealing (55 C): add forward and reverse primers in excess and allow them to anneal to their target sites
Extension/elongation (72 C): DNA polymerase extends primers using original DNA template
repeat 20-30 times making many copies of DNA
Two kinds of thermostable DNA polymerase
Taq: DNA polymerase isolated from thermophilic hot spring bacterium (95 C)
Pfu: DNA polymerase isolated from a hyperthermophilic archaeon (100 C)
Gel electrophoresis
separate nucleic acids by size and charge, compares the separated fragments with DNA ladder
PCR application - quantitative PCR(qPCR)
quantifies the initial amount of DNA in a sample
PCR application - reverse transcription PCR (RT-PCR)
makes complementary DNA (cDNA) from an RNA template using the enzyme reverse transcriptase, can detect specific gene expression
Nucleic acid hybridization
complementary base pairing of single strands of DNA/RNA from two different sources to give a hybrid double helix (essential for PCR)
Nucleic acid probes/oligonucleotide probes
synthetic single-stranded DNA fragments(identity already known) used to detect/identify DNA/RNA segments and detection occurs by adding radioactive/fluorescent label to the probes
FISH: Fluorescence In Situ Hybridization
uses fluorescently labeled probes to target specific nucleic acid sequences inside cells to see microbial species within their communities
CARD-FISH
FISH can be used to measure gene expression and a FISH method that enhances the signal is called catalyzed reporter deposition FISH
BONCAT-FISH
a direct measure of translational activity utilizing synthetic molecules that mimic natural amino acids. Bioorthogonal noncanonical amino acid tagging (BONCAT) combined with FISH
molecular cloning
movement of a gene from its original source to a small and manipulatable genetic element resulting in recombinant DNA (molecule containing DNA from a foreign source).
Isolation and fragmentation of source DNA
Insertion of foreign DNA into cloning vector
Insertion of vector into a host
cloning vector
small, independently replicating genetic elements that can carry and replicate cloned DNA, designed to allow insertion of foreign DNA
what does DNA ligase do?
it joins/anneals DNA, DNA ligase can anneal complementary sticky ends that were cut by the same restriction enzyme and if the DNA is PCR generated it can join amplified DNA to specialized vectors.
reporter gene
encodes a protein that is easy to detect and can be fused to other genes or other gene promoters to study gene expression
gene fusion
the coding sequence from the reporter gene is fused with the regulatory region from another gene to form a hybrid gene
what do viability stains tell you?
viability stains differentiate between live and dead cells
flow cytometry
uses laser with different wavelengths on suspended cultures that are passed through the detector so cells can be separated based on fluorescence in flow cytometers that have sorting capability.
How does flow cytometry work to quantify membrane-intact cells with SYBR Green and Propidium Iodide?
the SYBR Green indicates all cells with green fluorescence and the propidium iodide indicates membrane-damaged cells with red fluorescence.
orthologs
genes that have retained ancestral function while changing in sequence over time as species have diverged
phylotype
organisms that share the same or very closely related orthologous genes
systematics
study of diversity of organisms and their relationships, links phylogeny(evolutionary history of organisms) and taxonomy (the science of identification, classification, and nomenclatures of organisms)
the polyphasic approach to taxonomy
phenotypic analysis (morphological, metabolic, physiological, chemical characteristics)
genotypic analysis (uses genome characteristics)
phylogenetic analysis (places organisms in an evolutionary framework using molecular sequence data)
sequence similarity
the percentage of nucleotides shared between sequences to infer homology
phylogenetic trees
depicts evolutionary history, composition and construction:
Align sequences
a distance matrix is calculated from the number of sequence differences
tree construction: add nodes to join lineages that have fewest differences
limitations of phylogenetic trees
can be difficult to choose true tree if several trees fit the data well, horizontal gene transfer complicates models because inheritance is assumed vertically and not horizontally
a microbial species is a taxonomic category that defines a population of individuals that:
is monophyletic(has common ancestor), genomically coherent, phenotypically coherent, and can be clearly differentiated from other species
multi-locus sequence analysis (MLSA)
can be used in addition to rRNA sequencing
average nucleotide identity (ANI)
metric for estimating overall relatedness by aligning ~1000 bp fragments and calculating average nucleotide identity (Same species >96% ANI, different species <93% ANI)
ecosystem
the sum total of all organisms and abiotic factors in a particular environment
population
a group pf microorganisms of the same species that reside in the same place at the same time
What are the two ways that diversity of microbial species in an ecosystem is expressed
species ricchness and species abundance
Species richness
total number of different species present
species abundance
proportion of each species in an ecosystem
What resources govern microbial growth in nature?
Carbon(organic, CO2), Nitrogen(organic/inorganic), other macronutrients(S,P, K), micronutrients(Fe, Mn, Zn), O2 and other electron acceptors(NO3-, SO42-), inorganic electron donors(NH4+, H2, Fe2+)
What conditions govern microbial growth in nature?
temperature, water potential, pH, O2 presence, light, osmotic conditions
what are Guilds?
metabolically related microbial populations and sets of guilds form microbial communities that interact with macroorganisms and factors in the ecosystem
What is a Niche?
a habitat shared by a guild that supplies nutrients as well as conditions for growth
Biogeochemistry
the study of biologically mediated chemical transformations in the natural environment
What are the metabolic principles that all microbes follow?
-energy is conserved, reducing power obtained during catabolism
-tremendous diversity driven by metabolic reactions
-must achieve redox balance
-tendency of donating or accepting electrons is defined by reduction potential E0’(farther apart half reactions, greater amount of energy available)
Assimilative process of metabolic diversity
consume energy (ATP and reducing power), only performed to acquire nutrients for biosynthesis, variety of assimilative reduction reactions
Dissimilative process of metabolic diversity
conserve energy, electron acceptors must be reduced, dissimilative reduction is an essential part of anaerobic or anoxic respiration
How is Metabolic diversity defined
defined in terms of cellular processes supporting growth
how is Ecological diversity defined?
defined in terms of microbial interactions between organisms and their environments
how is phylogenetic diversity defined?
defined by evolutionary relationships between organisms(phyla, evolutionary lineages, common genes)
What are three reasons why metabolic and ecological traits are shared by phylogenetically divergent organisms
Gene loss, convergent evolution, horizontal gene transfer
gene loss
a traint is present in a common ancestor, but is lost during divergence over time
convergent evolution
a trait has evolved independently in two or more lineages and is not encoded by homologous genes
horizontal gene transfer
genes that code for a trait are homologous and have been exchanged between distantly related lineages
What are the main steps of the Nitrogen cycle?
Nitrification → Denitrification → N2 fixation
What is nitrification?
The oxidation of NH3 to NO2- or NO3- (usually a two step process by two different organisms, but comammox can oxidize NH3 completely to NO3-)
What is Denitrification?
the reduction of NO3- to N2 and is the primary mechanism by which N2 is produced biologically. Denitrification and anammox results in losses of organic nitrogen from the biosphere.
What is N2 fixation?
N2 is converted to organic nitrogen through an energy intensive process (because only a few prokaryotes have the ability to use N2 as a cellular nitrogen source)
What is Anammox?
the anaerobic oxidation of NH3 to N2 using NO2- as the electron acceptor