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Assay
tool used to quantitatively measure the amount of a single part of a total sample (glucometer to measure glucose)
Accuracy
how close a measurement is to its true value
(how close are you to the bulls eye?)
Precision
ability to repeatedly measure a value in a fixed situation and get the same results
(how many times did you get close to the bulls eye?)
Significant figures
digits that carry meaning contributing to its measurement resolution
Proteins
dependent on pH, salt concentration, and temperature of the reaction mixture (10 degree change equals 1000 decrease in change)
Buffer
an aqueous solution containing a specific mixture of salts, buffering agents, reducing agents, and cofactors
resist changes in concentration of H ions
Stock solutions
concentrated solutions that last over long periods of time: take up less space: easily diluted for use with water
C1V1=C2V2
to make dilute solution
Dilution factor
how the [ ] of the dilute solution is reduced compared to the [ ] of the stock solution
DF = C1/C2 = V2/V1
Spectrophotometer
spectrovis
a machine that measures absorbance/transmittance of a pigmented solution, commonly used to quantify the [ ] of materials in a solution
the absorbance of a sample is directly proportional to the concentration of material in a sample
use of a blank to calibrate spectrovis (zero absorbance)
Graphs
must have title, independent variable on x axis, dependent variable on y axis, labels on axes, a legend
Discovery science
uses large amounts of data or surveys of natural systems to discover patterns and correlations
Science
"to know"
Standard solutions
have a known amount of material and are used to calculate amount of material in the unknowns
1) Cs/Cu = As/Au
2) Standard curve: find [ ] of unknown by using trendline:
linear regression: to model relationship between x and y
R^2: how well trendline fits the data (0.97 or better is good)
Hypothesis driven science
scientific method
problem/observation, background information, hypothesis, prediction (if-then), test predictions, conclusions, report conclusions
hypotheses can NEVER be truly right
Independent variable
what is changed by researcher
Dependent variable
respond to changes and is measured
Controlled variables
factors that must be controlled because they could affect the dependent variable
Experimental group
independent variable added here
Qualitative data
not numerical
Quantitative data
numerical, use statistics (identify before experiment happens) i.e. frequency of distributions, measures of central tendency, analysis of variance
Enzymes
organic catalysts that lower activation energy for a reaction to take place
**optimal temperature and pH, end in -ase
1) binds to a substrate: substance the enzyme acts on
2) substrate binds to active site: enzyme-substrate complex
3) enzyme changes the substrate to make the product: substance that forms because of the enzyme catalyzed reaction
Temperature
the average kinetic E of particles regardless of volume
pH
-log[H+]
acidic: H+ > OH- closer to 0
base: OH- > H+ closer to 14
cytochrome c oxidase enzyme
oxidase that makes reduced cytochrome c (pink) go to oxidized cytochrome c (red)
required for mitochondrial respiration
cytochrome c oxidase
in complex IV of the ETC in the mitochondrion/ plasma membrane
required for mitochondrial respiration
highly conserved
from liver of beaver
Rate
change in quantity per unit time
Reaction rate
|changeA| / changeT
Biuret method
to evaluate the concentration of protein present (complex turns blue to purple)
Population
the entire group of organisms, used to characterize variability in a system, but broken down into a sample
Subset
subset of population for observation
Descriptive statistics
describe and summarize data
1) measure of central tendency (mean, median, mode) to test central position in data
2) measures of dispersion: (range, variance, standard deviation): describe variability of values
Distributions
describe the frequency of each value in the sample
normal distribution = bell shaped curve
Inferential statistics
to make estimates and draw conclusions (sample vs larger population)
T test: p value:
1) x > 0.05: not significant
2) x < 0.05: significant
Water quality index (WQI)
1970 by National Sanitation Foundation- quantify and track quality of water sources
9 Parameters: temperature, pH, turbidity, total solids, phosphates, dissolved oxygen, biochemical oxygen demand, fecal coliform
Q value
varies 0 to 100 from the graph, multiplied by weighting factors
Weighted Q values added together to get water quality index score
Temperature, pH, BOD weighting factors
0.11
Total phosphate, nitrate weighting factors
0.10
DO weighting factors
0.17
Fecal coliform weighting factors
0.16
Turbidity weighting factor
0.08
Total solids weighting factors
0.07
WQI is better for _________ waters
moving waters (lotic)
Lotic source
Stream/river
Lentic source
Pond or lake
Temperature WQI
more gas can be dissolved in cold water than in warm water
increased temp = increased photosynthetic rate = increased plant growth and algal blooms = bad
pollution: industrial water returns warmer, removing shade trees, T of or above water
water cooled by cold air temperatures, introduction of colder water
too high/cold= stress= lowered resistance to pollutants, diseases, parasites
pH WQI
organisms sensitive to, if too low/high may not survive or reproduce
changes in pH from algal blooms (more basic), industry (raise/lower pH), rainfall on acidic minerals (more acidic)
Total solids WQI
all the suspended, colloidal, and dissolved solids (including dissolved salts like NaCl and silt/plankton)
siltation is the most common pollutant of streams and rivers
soil erosion, runoff (fertilizers, water treatment, parking lots), catfish (stir up bottom sediment), OM
=high: reduce clarity (decrease sunlight, increase temp)
too many salts= dehydrated organisms
Dissolved oxygen WQI
available to aquatic organisms, measured in % saturation or mg/L
affected by temperature, stream flow, air pressure, aquatic plants, decaying OM and human activities
change during day because of photosynthesis, highest in the afternoon and lowest at night
must be tested at the same time
Large fluctuations in short time = algal bloom
[high]: trout, salmon, mayflies
[low]: catfish, mosquito larvae, carp
BOD WQI
the decrease in dissolved oxygen due to oxygen being depleted faster than it can be replaced
1-2 mg/L= clean
x>10mg/L=very poor
dependent on OM: death of aquatic organisms, rain transporting OM from soil to water, leaves, animal waste
IF OM decompo is too high, DO can be severely reduced (bad)
Morphospecies identification
use of morphological characters (structure, form, shape, color, length) to identify the organism
DNA barcoding
use a standard molecular marker/short sequence of DNA to get organisms species
Plankton
suspended in the water column (microscopic plants and animals)
phytoplankton: primary producers
zooplankton: primary consumers
Primary source
peer reviewed, scientific journal article
Primary literature
comments on the immediate results of research activities (theses, technical reports)
Nitrates WQI
freshwater: x<1mg/L
pollution with nitrates: animal feed, ag runoff, treatment water
Eutrophication: high nitrate concentrations leads to increased algal blooms/cyanobacteria
Blue baby syndrome (fatal-infants): x>10mg/L
Phosphorous WQI
limiting factor in plant and algal growth
Excess leads to eutrophication: lowers levels of DO to uninhabitable levels, increases BOD
1) orthophosphates: inorganic, fertilizers
2) organically bound: decaying OM, animal wastes
3) condensed: detergents, water supplies to prevent corrosion
4) total: all (most commonly reported)
Fecal coliform (WQI)
to see if E coli is in the water (bacteria that is in intestinal tracts of animals and humans)
E coli as indicator of pathogens of fecal origin = human health risk
High E coli: leaking septic/sewer, wading cows/waterfowl, polluted runoff: good sewage indicator because not usually in water or soil, easy to ID, lives a little longer in water than other bacteria
Presumptive test
infer amount of gas produced by E coli present:
--assumes it's even being produced by E coli
could be other coliform bacteria (facultative anaerobes that ferment lactose to produce gas)
Collected in small Durham tubes
incubated at 44.5 degrees because other coliform can't survive the temperature
Total phosphate WQI
1) digest sample
2) spectrophotometer: to create standard curve
Look at genome sequence to determine the biological species, sequencing genome expensive
Conserved region of DNA
nucleotide sequence that has little to no variation across species- remained relatively constant throughout evolution
DNA barcoding
purify genomic DNA from samples, amplify with PCR using DNA primers, Agarose gel electrophoresis to see if PCR is successful, Choose samples to DNA sequence
Search databases to find out organism
Agar
solid matrix of agarose and agaropectin with nutrients (grow medium)
bacterial samples
no lysis buffer- the heat in PCR will lyse the cells
analyze euk dna
extract(break down tissue in bead tube homogenizer), chemical/enzymatic digestion follows
PCR amplification
small amount of template DNA
Denaturing: 94 degrees to release DNA
purify DNA to prevent denatured proteins/lipids stopping reaction
DNA column based extraction
DNA binds to column due to ionic forces
Wash buffer (Ethanol) to remove any contaminants (RNA, salts, lipids)
Water added: water contains the isolated genomic DNA
Sterile technique
procedures to prevent contamination of the solutions and cultures
avoid prolonged exposure to the air
cover pipet boxes
don't use cloudy media
Pick single colony of bacteria and put into a luna broth (liquid media) to grow
Turbidity WQI
water's lack of clarity
--high= cloudy
--low= clear
Bottom dwelling organisms (catfish), suspended OM, increase in stream flow making increase in soil erosion, runoff (industrial and ag)
High turbidity decreases amount of sunlight that penetrates water --> decreases photosynthetic rate, increases temperature
Less aesthetically pleasing
PCR
1) DNA polymerase: synthesize new DNA
2) dNTPs: for incorporation
3) short oligonucleotides (primers) that DNA polymerase adds the dNTPs to extend the DNA strand
4) DNA for a template
Taq polymerase
thermophilic bacteria that won't degrade at 95 degrees; Thermus aquaticus
Denaturation
95 degrees: purified genomic DNA put in microcentrifuge tube: disrupts H bonds holding strands together
Primer annealing
55 degrees
Two primers
1) P1: homologous to gene at 5' end
2) P2: homologous to gene at 3' end
Synthesis
72 degrees
Taq synthesizes DNA from two primers (3' ends of both point towards the gene): the DNA between the primers is replicated
2^n, where n=number of cycles
Primers
15-20 nucleotides long
Forward and Reverse hybridize on ends of regions we are amplifying: only amplify DNA in between the primers
--won't anneal to other sequences: only the conserved regions
-- anneal with the opposite strands of the denatured gene
DNA barcode marker: COI gene
cytochrome c oxidase
mitochondria and respiration
700 bp fragment (animal or plant)
DNA barcode marker: rbcl
ribulose-biphosphate carboxylase
chloroplast genome = carbon fixation
in photosynthesis, plant specific
600 bp
DNA barcode marker: 16S
16S ribosomal RNA: bacteria only
1500 bp
does not need to be purified for PCR
Master mix for PCR
DNA polymerase, dNTPs, buffer, forward and reverse primers, water
Reduce pipetting errors and time spent running the reaction
Three different mixes (one for each primer set)
Aliquot
small portion of genomic DNA or bacterial culture that is added to the PCR tube
2X Taq mix
enzyme (Taq), buffer, and dNTPs
--Add nuclease free water, primers, and DNA
CFU Assay
serial dilution of water sample in microfuge tubes --> small volume onto LB agar plant
Incubated bottom side up to prevent overgrowth
CC= cannot count
Loading dye
glycerol and pigments: xylene cyanol, bromophenol blue
Glycerol denser than water: DNA sample sinks to bottom of well
monitors how far the DNA migrated
EtBr
ethidium bromide
added to visualize DNA fragments -- distorts when it binds (carcinogen)
migration of DNA
black (-) ----migration of DNA-----> red (+)
gel electrophoresis
to see if PCR was successful and size of the resulting DNA fragments
-Separate, identify, and purify DNA fragments
-net negative charge: if DNA is put into an electric field, DNA molecules will migrate towards the positive electrode
Fragments are forced to move through agarose: smaller fragments move faster and further
Analysis of the gel as a whole
1) only ladder and no sample bands: Taq/dNTPs degraded in master mix
2) no bands and no ladder: EtBr not added to the gel
3) no bands for a sample: a primer not added to the master mix
Gel as a whole: only ladder and no sample bands
Taq/dNTPs degraded in master mix
Gel as a whole: no bands and no ladder
EtBr not added to the gel
Gel as a whole: no bands for a sample
a primer not added to the master mix
Analyze Gel as a Quadrant: no bands (animal/plant)
DNA extraction recovered little or no genomic DNA/ genomic DNA not added to PCR
Analyze Gel as a Quadrant: no bands (bacteria)
bacterial culture not properly inoculated/ bac culture not added to PCR
Analyze Gel as a Quadrant: more than one band in one lane
1) non specific primer binding: primers hybridize and initiate synthesis (? possibly from contamination)
2) COI added to plant/bacteria
Primer dimer
primer molecules that hybridized to each other
-visible after gel electrophoresis
-30-50bp
Evolution
the process of change that has transformed life on Earth- fundamental organizing principle of biology
Biology
scientific study of life
Levels
biosphere -> ecosystem -> communities -> populations -> organisms -> organs + systems -> tissues -> cell -> organelles -> molecules -> atoms
Emergent properties
absent from the preceding level, due to the arrangement and interactions of parts and interactions of parts as complexity increases (chlorophyll a and b --> chloroplast)
Systems biology
the exploration of a biological system by analyzing the interactions among its parts
Gene expression
information in a gene directs the making of a cellular product
Transcription ---mRNA----> Translation ---ProteinFolding--> Protein