Biol 371 Class Notes (27-39) PDF
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These class notes provide an overview of microbial community analysis, including PCR methods, phylogenetic analysis, and the concept of environmental genomics (metagenomics). The document also describes methods for studying microbial diversity and community structure.
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lOMoARcPSD|14412004 o Can be highly specific to species, or multiple species or genera. o Used in microbial ecology food industry and clinical diagnostics. - Can be modified to measure gene expression or translational activity. PCR methods of microbial community analysis - Specific genes can be us...
lOMoARcPSD|14412004 o Can be highly specific to species, or multiple species or genera. o Used in microbial ecology food industry and clinical diagnostics. - Can be modified to measure gene expression or translational activity. PCR methods of microbial community analysis - Specific genes can be used as a measure of diversity. Isolate DNA from environmental samples. o PCR (polymerase chain reaction) amplification of specific genes; typically, rRNA genes. o Analysis of the amplified genes Molecular cloning Electrophoresis Restriction enzyme digestion Sequencing Phylogenetic analysis: massively parallel DNA sequencing - - Multiple sequencing technologies available o Do not require molecular cloning. o Generates billions of sequences reads. o Allows the detection of minor phylotypes. Results of phylogenetic analysis o rRNA sequences differ from those of all known laboratory cultures. o New phylogenetic distinct prokaryotes. o Fewer than 0.1% of bacteria have been cultured, enrichment bias a real problem in environmental microbiology. Geochip-functional gene microarray - DNA microarray containing gene probes that encompass most major biogeochemical processes. Fluorescently labelled environmental DNA and hybridize to Geochip. o Relatively fast and easy analyze. o Provides functional information to correlate with phylogenetic analysis. Downloaded by Raghad Abushahin ([email protected]) lOMoARcPSD|14412004 Environmental multi-omics - - More complete understanding of how a microorganism functions requires and integrated accounting of all central cellular processes. These include integrative knowledge on: o Genomics – genes, gene function and gene regulation. o Transcriptomics- global gene expression under different conditions. o Proteomics- accumulation of proteins under different conditions. o Metabolomics- dynamics of accumulation of metabolites. Expand the analysis to community level: metagenomics, meta transcriptomics, metaproteomic, and metametabolomics. Environmental genomic (metagenomics) - DNA extracted from environmental samples. - Sequence, assemble and annotate – mostly partial genomes assembled. - Identify as many genes as possible. o Detect genes not amplified by available PCR primers. o Powerful tool for assessing the phylogenetic and metabolic diversity of an environment. Meta transcriptomics Downloaded by Raghad Abushahin ([email protected]) lOMoARcPSD|14412004 - Analysis of community mRNA o Remove rRNA before sequencing (>90% of total RNA are rRNA) o Reveals genes in a community that are active. o Reveals level of gene expression Metaproteomic and metabolomics - Metaproteomic: measures the diversity and abundance of different proteins in a community. o Current state of technology can only detect the most abundant proteins - Metabolomics: the comprehensive analysis of cellular and extracellular metabolites of a microbial community Direct chemical measurements of metabolites - For many studies, direct chemical measurements are sufficient, e.g., lactate and H S can 2 be measured with high sensitivity by chemical assay - For some processes, higher sensitivity can be achieved with radioisotopes. Microsensors - Microsensors available to measure a wide range of activity. o Small glass electrodes that can be inserted into the habitat. Downloaded by Raghad Abushahin ([email protected]) lOMoARcPSD|14412004 Isotopic fractionation - Stable isotopes: an element can have multiple nonradioactive stable isotopes, e.g., 13 and C. - Isotopic fractionation: biological reactions prefer lighter isotopes; hence cellular 12 13 materials are enriched in C and depleted in C relative to inorganic carbon. 12 C 12 13 o The ratio of C and C can be used to trace the biological or geological origin of ancient environment. Stable isotope probing - Stable isotope probing: feed microorganisms with substrate labelled with stable heavy 13 isotope, e.g., C-benzoate. o Microorganisms that can utilize benzoate will incorporate 13 C into their DNA. o The heavier DNA can be separated by ultracentrifugation. 13 Compare the C-labelled DNA sequence with metagenomics data will identify microorganisms that can utilize benzoate in the microbial community. Downloaded by Raghad Abushahin ([email protected]) lOMoARcPSD|14412004 Lecture 12 | Microbial Ecosystems General ecological concepts - Ecosystem: the sum total of all organisms and abiotic (physical rather than biological) factors in a particular environment - Habitat: portion of an ecosystem where a community could reside o An ecosystem contains many habitats. o Microbes account of ~50% of all biomasses on Earth, on the surface and deep within - Population: a group of microorganisms of the same species that reside in the same place at the same time o May be descendants of a single cell. - Community: consists of populations living in association with other populations Microbial diversity: richness vs abundance - Diversity of microbial species in an ecosystem is expressed in two ways o Species richness: total number of different species present o Species abundance: proportion of each species in an ecosystem - Microbial species richness and abundance are functions of the kinds and amounts of nutrients available in a given habitat. Resources and conditions that govern microbial growth in nature. Downloaded by Raghad Abushahin ([email protected]) lOMoARcPSD|14412004 Populations, guilds and communities - Guilds: metabolically related microbial populations o sets of guilds form microbial communities that interact with macroorganisms and abiotic factors in the ecosystem. - Niche: habitat shared by a guild o Supplies nutrients and conditions for growth Biogeochemistry and nutrient cycles - Biogeochemistry: the study of biologically mediated chemical transformations - A biogeochemical cycle defines the transformations of a key element by biological or chemical agents. Downloaded by Raghad Abushahin ([email protected]) lOMoARcPSD|14412004 o Microorganisms play essential role in cycling elements C, N, S, and Fe between their different chemical forms. o Typically proceed by oxidation–reduction reactions - Microbes play critical roles in energy transformations and biogeochemical processes that result in the recycling of elements to living systems. The microbial environment - Growth of microbes depends on resources and growth conditions. - Differences in the type and quantity of resources and the physiochemical conditions of a habitat define the niche for each microbe. - Fundamental niche: Full range of environmental conditions under which an organism can exist. - Realized niche or prime niche: for each organism, there exists at least one niche in which that organism is most successful. Microenvironment - Microenvironment: the immediate environmental surrounding of a microbial cell or groups of cells - Soil particles contain many microenvironments - Physiochemical conditions in a microenvironment are subject to rapid change, both spatially and temporally - Resources in natural environments are highly variable, and many microbes in nature face a feast-or-famine existence - Growth rates of microbes in nature are usually well below maximum growth rates defined in the laboratory Competition and cooperation - Competition and cooperation occur between microbes in natural systems. - Syntrophy: microbes work together to carry out transformations that neither can accomplish alone. o Microbial partnerships are particularly important for anoxic carbon cycling Downloaded by Raghad Abushahin ([email protected]) lOMoARcPSD|14412004 o Metabolic cooperation can also be seen in the activities of organisms that carry out complementary metabolisms. Surfaces are important microbial habitats. - Surfaces: offer microbes greater access to nutrients and protection from predation and physicochemical disturbances o Nutrients adsorb to surfaces. o Attachment to a surface also offers cells a means to remain in a favorable habitat, modify the habitat by their own activities, and not be washed away Biofilms - Biofilms: assemblages of bacterial cells adhered to a surface and enclosed in an adhesive matrix excreted by the cells o The matrix is typically a mixture of polysaccharides. o Biofilms trap nutrients for microbial growth and help prevent detachment of cells in flowing systems. Implications of biofilms - - Why bacteria form biofilms? o Self-defense: Biofilms resist physical forces that sweep away unattached cells, phagocytosis by immune system cells, and penetration of toxins (e.g., antibiotics o Allows cells to remain in a favorable niche. o Allows bacterial cells to live in close association with one another. Biofilms have been implicated in several medical and dental conditions. o Periodontal disease, kidney stones, tuberculosis, Legionnaires’ disease, Staphylococcus infections - In industrial settings, biofilms can slow the flow of liquids through pipelines and accelerate corrosion. - Surface colonization and biodegradation of plastic alters the surface chemistry, density, and sinking rates of microplastics. Downloaded by Raghad Abushahin ([email protected]) lOMoARcPSD|14412004 - Few highly effective antibiofilm agents are available Microbial mats - Microbial mats: thick biofilms o Built by phototrophic and/or chemolithotrophic bacteria. o Phototrophic mats contain filamentous cyanobacteria. o Chemolithotrophic mats contain filamentous sulfur-oxidizing bacteria. Soils-layers - Loose outer materials of Earth’s surface o Mineral soils: derived from rock weathering and other inorganic materials o Organic soils: derived from sedimentation in bogs and marshes Soil-composition and microenvironment - Composition of soils by soil volume o Air and water – 50%s o Inorganic mineral matter – 40% o Organic matter – 5% o Microorganisms and macroorganisms – 5% - Most microbial growth takes place on the surfaces of soil particles - Soil aggregates contain many different microenvironments supporting the growth of multiple types of microbes Soils-formation - Soils are formed by interdependent physical, chemical, and biological processes o Carbon dioxide is formed by respiring organisms that form carbonic acid that breaks down rock o Physical processes such as freezing and thawing break apart rocks, allowing plant roots to penetrate and form an expanded rhizosphere Downloaded by Raghad Abushahin ([email protected]) lOMoARcPSD|14412004 o The rhizosphere, the area around plant roots where plants secrete sugars and other compounds, is rich in organic matter and microbial life - Water availability is variable and dependent on rainfall, plant coverage, drainage, and soil composition - Soil water has many dissolved materials and is called a soil solution - Well-drained soils have oxygen available, while waterlogged soils are typically anoxic, with the oxygen being consumed by soil microbiota Arid soils - Arid soils: dry, limited plant growth o Make up ~5% of the Earth’s land mass o Extreme environments: low water availability and variable temperatures (>60°C and below – 24°C) o Home to microbial communities specialized for extreme conditions o Arid soils are slow to form and are subject to desertification - Biological soil crusts made up of photosynthetic cyanobacteria and filamentous fungi that stabilize the soil o Damage to biological soil crusts leads to decrease soil fertility Soil bacterial and archaeal diversity - Phylogenetic sampling – pooled analysis from multiple studies of 16S rRNA gene sequencing - Microbial diversity varies with soil type and geographical location - Undisturbed, unpolluted soils support very high prokaryotic diversity - Soil perturbations and environmental changes trigger measurable shifts in community composition The terrestrial subsurface - Microbial life extends at least 3,000 metres below surface Downloaded by Raghad Abushahin ([email protected]) lOMoARcPSD|14412004 - Microbial diversity of relatively shallow subsurface areas is similar to that of surface soils, but abundance is lower - Subsurface microbial life grows in an extremely nutrient- limited environment o Small microbial cells (<1 μM) are common - Few archaea are found in surface soils - Deep subsurface is home to the Asgard group of archaea that are most closely related to eukaryotes Freshwaters - Freshwater environments: highly variable in the resources and conditions available for microbial growth - The balance between photosynthesis and respiration controls the oxygen and carbon cycles - Oxygenic phototrophs, including algae and cyanobacteria, are the primary producers o Produce oxygen and organic material o They can be either planktonic (free floating) or benthic (attached to the bottom or sides of a lake or stream o Heterotrophic microbes in aquatic systems are highly dependent upon the activity of the primary producers - Oxygen has limited solubility in water o Concentrations are dependent on the amount of organic matter present and the physical mixing of the system o Deep layers of freshwater lakes can become anoxic once oxygen is consumed Stratification of water column in temperate lakes - In many temperate lakes, the water column becomes stratified during the summer o Epilimnion: warmer, less dense surface water o Hypolimnion: cooler, denser water at the bottom of a lake or pond o Thermocline: zone separating the epilimnion and the hypolimnion Downloaded by Raghad Abushahin ([email protected]) lOMoARcPSD|14412004 - These layers vary greatly in temperature, oxygen availability, and chemical composition Influx of organic-rich wastewaters into aquatic systems - Biochemical oxygen demand: the microbial oxygen-consuming capacity of a body of water o Increases with the influx of organic material (e.g., from sewage), then decreases over time Prokaryotic diversity of freshwater lakes - Phylogenetic sampling: 16S rRNA genes sequencing - High microbial diversity reflects dynamic character of lake o Seasonally variable inputs of endogenous and exogenous nutrients sustains a phylogenetically and metabolically complex community of bacteria and a few groups of archaea Differences between freshwater and marine environments - With the exception of oxygen, open ocean as compared to freshwater is: o Saline o Low in nutrients, especially nitrogen, phosphorus, and iron o Cooler 6 7 o Lower microbial activity (~10 /mL as compared to ~10 /mL for freshwater) - Because of the size of the oceans, the microbial activities taking place in them are major factors in Earth’s carbon balance Phototrophic microorganisms in near-shore waters Downloaded by Raghad Abushahin ([email protected]) lOMoARcPSD|14412004 - Terrestrial runoff, retention of nutrients, and upwelling of nutrient-rich waters combine to support higher populations of phototrophic microorganisms in near- shore waters than in pelagic waters Diversity of marine systems all mute -excime - Eutrophication resulting from nutrient inputs can lead to the waters becoming intermittently anoxic from the removal of oxygen by respiration and the production of H S by sulfate-reducing bacteria 2 - Oxygen minimum zones: regions of oxygen-depleted waters at intermediate depths (1001,000 metres) and extend over large expanses of the ocean - Marine dead zone: example, an area of 6,000-8,000 square miles of seasonal oxygen depletion in the Gulf of Mexico associated with agricultural runoff of the Mississippi River o Excessive oxygen consumption by chemoorganotrophs and the formation oxygendepleted water Major marine phototroph- Prochlorococcus - Most of the primary productivity in the open oceans is due to photosynthesis by prochlorophytes o Prochlorococcus accounts for >40 percent of the biomass of marine phototrophs and ~50% of the net primary production o Abundance of different genotypes correlates with seasonal changes in temperature, light, nutrients, and predators (e.g., bacteriophage) Each strain has about 2,000 genes with a core genome of 1,100 genes Distribution of bacteria and archaea in marine water - Abundant small planktonic heterotrophic prokaryotes o Pelagibacter: the most abundant marine heterotrophs Contain proteorhodopsin, a form of rhodopsin that captures light energy to drive ATP synthesis - Prokaryote densities decrease with depth - Bacterial species dominate in surface waters Downloaded by Raghad Abushahin ([email protected])