This document provides guidance on calculations for molecular biology and biochemistry. It discusses:
- Using appropriate units like microliters and micromolar instead of liters and molar when working with small volumes and dilute solutions.
- Strategies for calculations including converting between concentration and number of moles and working with dilutions.
- How to use molecular weights to convert between molarity and weight per volume units.
- Considerations for calculations like anhydrous vs hydrated compounds and working with liquid densities.
- The role of buffers in maintaining pH for biological reactions.
The Avogadro constant, represents the number of carbon-12 atoms in exactly 12 g of pure carbon-12. the value of Avogadro constant is 6.0221421 푥 10^23. How many atoms of K-40 (Radioactive isotope) are present in 225 mL of whole milk containing 1.65 mg K/mL?
The Avogadro constant, represents the number of carbon-12 atoms in exactly 12 g of pure carbon-12. the value of Avogadro constant is 6.0221421 푥 10^23. How many atoms of K-40 (Radioactive isotope) are present in 225 mL of whole milk containing 1.65 mg K/mL?
A chemical reaction describes what occurs in a chemical change. It shows not only the kind but also the relative amounts of the substances involved in a change. The coefficients written before the formulas in a balanced equation represent the number of moles of each substance involved in a reaction. Since the number of moles is related to the mass of any substance and to the volume of any gaseous substance, the mole relationship can be easily changed to mass/volume relationship. The concepts on how to calculate molarity, molality and normality are important in identifying the relative amounts of the substances involved in a chemical reaction.
Solution chemistry, Moral and Normal solutionsHajira Mahmood
The importance of water
Tap water
Laboratory grade water
Reagent grade water
Solution terminology
Solvent
Solute
Measurements of concentration
Weight-per-volume concentration
Percent (parts per hundred)
Molar (M) Solutions
Normal (N) solutions
molar and normal solutions
Dilution from one concentration to another
Examples
Making very dilute solutions
Special considerations for strong acids and bases
Practice problems
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This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
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The empire's roots lie in the city of Rome, founded, according to legend, by Romulus in 753 BCE. Over centuries, Rome evolved from a small settlement to a formidable republic, characterized by a complex political system with elected officials and checks on power. However, internal strife, class conflicts, and military ambitions paved the way for the end of the Republic. Julius Caesar’s dictatorship and subsequent assassination in 44 BCE created a power vacuum, leading to a civil war. Octavian, later Augustus, emerged victorious, heralding the Roman Empire’s birth.
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1. Calculations for Molecular Biology and Biochemistry 2.1
CALCULATIONS FOR MOLECULAR BIOLOGY
Laboratory work in Molecular Biology and Biochemistry involves the use of very small volumes and
often very dilute solutions. Many hormones are biologically active at concentrations well below
10-6 M. For this reason the standard calculation strategies used in Chemistry and the use of SI units is
inappropriate and leads to confusion. To further complicate the picture, experiments in Molecular
Biology often involve a convoluted series of dilutions and the use of complex multi-component
buffers made up from many stock solutions.
Rather than using the traditional formulae, studiously rote learned for the HSC, it is usually faster,
easier and less error prone to change strategies. There are a few key principles to efficient laboratory
calculations in Molecular Biology; if these are adhered to there is a lot less pain in the calculations.
Think small!!!
In Molecular Biology we rarely use molar concentrations and we never use litre volumes so let’s work
with the units we are using. To use a basic example, I don’t measure the distance from my house to
the station in millimeters, rather I use the more sensible unit, kilometers. Conversely you would not
measure the diameter of a cell in kilometers; you would use microns (m). By changing the prefix we
can scale the units up or down very simply. It gives us units with numbers we have half a chance of
calculating without the use of the calculator (or worse still the mobile phone). Try the use of prefixes
for volume and concentration units:
Prefix Factor Volume unit Concentration unit
G (giga) 109 GL (giga litre)
M (mega) 106 ML (mega litre)
K (kilo) 103 kL (kilo litre)
1 L (litre) M (mol/L)
m (milli) 10-3 ml (milli litre ) mM (milli mol/L)
micro 10-6
l (micro litre) M (micro mol/L)
n (nano) 10-9 nl (nanolitre) nM (nano mol/L)
With this logic a 0.01 M solution becomes a 10 mM solution and a 1 X 10-6 M solution becomes
1 M. This starts to make the arithmetic easier.
Larger
Smaller
2. Calculations for Molecular Biology and Biochemistry 2.2
STRATEGIES FOR DOING LABORATORY
CALCULATIONS (and calculations assignments)
Understand the difference between concentration and number of
moles.
Concentration is a volume independent measurement. Beer has the same
concentration of alcohol in the bottle, the can or the glass (to put it in everyday terms you can
relate to!!).
The number of moles in a particular solution, however, is dependent on the
concentration of the solution and the volume. There will be more moles of ethanol in the
600 mL bottle of beer than the 250 mL glass.
It is often much easierto work with the number of moles rather than the concentration.
An example: If you added 0.5 mL of 0.01 M glucose to a final volume of 20 mL what would be the
concentration of the glucose in the diluted solution?
Rather than reaching for the formula and the calculator, let’s use the principles above. A 0.01 M
solution is equivalent to 10 mM and contains 10 mmol/L or 10 mol/mL 5 mol in 0.5 mL.
This 5 moles is now in a final volume of 20 mL 5 mol/20 mL 250 M or 0.25 mM.
The key to doing this problem is to convert the concentration to sensible units i.e. M mol/mL.
Then it is easy to see how many moles you would have in 0.5 mL and then very easy to calculate the
diluted concentration, given that the 5 moles will now be in 20 mL.
The concept of the Mole:
The concept (or otherwise) of the mole seems to result more in confusion than understanding. Tied up
with this concept is the use (or misuse) of the molecular weight.
Let’s start with the many definitions of the mole e.g. Avogadro’s number of molecules, the molecular
weight in grams, the number of molecules which occupy 22.4 L at STP…… The list seems endless.
At its most basic, the mole is a fixed number of molecules. It is not necessary to know the exact
number for most, if not all, calculations in molecular biology. What is important is an appreciation
that 1 mole of NaCl will have the same number of molecules as 1 mole of
glucose. It follows then that, somehow the different molecular weights must be accounted for. This
leads to the next definition which, in a practical sense is the most useful of all:
3. Calculations for Molecular Biology and Biochemistry 2.3
When to use the molecular weight:
Molecular weights are used in calculations when you want to convert from concentrations expressed
in Molar units (M, mM, M etc) to concentrations expressed in g/L, g/100 mL, % (w/v), mg/mL and
vice versa.
It is also used when you need to work out how much of a particular compound to weigh out to make
up a solution of a specified molar concentration.
How to use the molecular weight:
Example 1
If you wanted to work out how much NaOH (mol. Wt = 40) you would need to weigh out to make up
200 mL of a 50 mM solution the strategy would be as follows:
Step 1: How many moles of NaOH are required to make up this solution?
50 mM = 50 mol/mL = 50*200 moles = 10 000 moles or 10 mmoles.
Step 2: How much do I need to weigh out?
If 1 mmole = molecular weight (mg) then 10 mmoles of NaOH is 400 mg or 0.4 g of NaOH.
You would weigh it out and dissolve in ~ 150 mL of water. Once it is in solution make it up to
200 mL.
Example 2
If you want to work out how many moles there are in a given amount of a compound, you simply
divide the mass by the molecular weight. In the example above, if 1 mole of NaOH contains 40 g then
how many moles will you have in 120 g?
There are 120/40 = 3 moles of NaOH in 120 g. It is not necessary to pull out all the formula, just
remember the definition!
1 mole = molecular weight (g)
1 mmole = molecular weight (mg)
1 mole = molecular weight (g)
1 nmole = molecular weight (ng)
4. Calculations for Molecular Biology and Biochemistry 2.4
Example 3
If you mixed 10 mL of 50 mM sodium acetate (H3CCOONa) with 25 mL of 20 mM glucose what
would be the composition of the final solution?
Key Concept: Each solution is being diluted by the other.
Step 1: Work out how many moles of glucose you have and how many moles of sodium
acetate.
Glucose: 20 mM = 20 mol/mL = 25*20 = 500 moles in total
Na acetate: 50 mM = 50 mol/mL = 50*10 = 500 moles in total.
Step 2: Work out the final volume. 10 + 25 = 35 mLs.
Step 3: Put all the information together to work out the final concentrations: 500 moles in 35
mL = 14.3 moles/mL for each or 14.3 mM glucose, 14.3 mM NaAcetate.
Different ways of expressing Concentration
There are a number of different ways of expressing concentration. The most commonly encountered
units are the Molar family (sounds like teeth!): M (mol/L), mM (mmol/L), M (mol/L) ….
BUT there are others! Many methods express concentration as mg/mL or % (w/v) or even more
confusingly g/dL. These units make it easier to weigh out and make up the solution but more difficult
to work out the stoichiometry of the reaction.
% (w/v) is actually g/100 mL
g/dL is also g/100 mL (dL is a deciliter or 100 mL)
mg/mL is the same as g/L or g/L
% (v/v) is mL/100 mL.
% (w/w) is g/100 g.
To interconvert between concentration expressed in molarity and weight per volume units you need to
use the molecular weight.
Anhydrous versus hydrated preparations of compounds.
Using % (w/v) units becomes a problem if you don’t have quite the same compound as the protocol.
For example if you need to make up 200 mL of a 5 % (w/v) solution of sodium citrate. If this
calculation is based on the anhydrous (no water of crystallisation) molecular weight (Na3C6H5O7) but
you only have the hydrated preparation (containing 2 water molecules in the crystallization, Formula
5. Calculations for Molecular Biology and Biochemistry 2.5
Weight, F.W. = 294) then your molecular weight is an extra 36 (2 X 18, the molecular weight of
water) heavier than the anhydrous compound on which the calculations are based. You will need to
weigh out more to have the same number of moles of citrate. But how much more?
Strategy:
Step 1: To make up 200 mL of the anhydrous sodium citrate you need to weigh out 10 g (5 %
(w/v) is 5 g/100 mL and you have 200 mL).
Step 2: How many moles of citrate does this represent? It is 10/(294 – 36) = 10/258 = 0.0387
moles.
Step 3: To ensure you have the same number of moles of the hydrated citrate you need to
weigh out 0.0387 * 294 g = 11.39 g.
Liquids
Some compounds exist as liquids at room temperature e.g. water and ethanol. To work with liquids
you need to take into account the density. Density is usually expressed as g/mL; the density of water
being 1.0 g/mL. If we were to calculate the molarity of water (this is a favourite for calculations
assignments) the strategy would be as follows:
Density of water = 1 g/mL = 1 000 g/L.
The molecular weight of water is 18.
Therefore the Molarity = 1 000/18 mol/L = 55.5 M.
The other common calculation involving density is the molarity of concentrated solutions
of common laboratory acids. The bottle of concentrated HCl will quote the density of the
solution, its purity and the molecular weight of HCl. Let’s calculate the Molarity of concentrated HCl
from these values.
Density of HCl = 1.19 g/mL
Molecular weight of HCl = 36.5
Purity = 38 %
Step 1: If the density is 1.19 g/mL then it is 1190 g/L
Step 2: But only 38 % is HCl 1190*38/100 = 452.2 g of HCl.
Step 3: The actual number of moles of HCl in the litre is 452.2/36.5 = 12.4 mol/L = 12.4 M.
6. Calculations for Molecular Biology and Biochemistry 2.6
Buffers.
All biological reactions MUST be carried out in a narrow, defined set of conditions. The use of
enzymes in reactions requires strict adherence to temperature, ionic strength, pH and often the
presence of particular ions e.g. Mg2+. Most reactions in molecular biology use enzymes; they are
exquisitely specific to the task and have evolved/been engineered to perform this task as efficiently as
possible. To ensure the pH is maintained over a narrow range throughout the reaction we use buffers.
In your body, your cells and blood have specialized buffering systems also to maintain pH.
It is essential that you have the correct buffer at the correct strength and pH in an
enzyme reaction. Buffers are composed of either a weak acid combined with its conjugate base or a
weak base mixed with its conjugate acid form. The relative proportions of the acid and base form will
determine the pH. The choice of which weak acid or base to use is based on the pH you want in your
reaction and the pKa of the acid/base. Solutions of weak acids/bases are able to buffer best (resist
changes in pH) when they are made up within 1 pH unit either side of their pKa.
An example:
Acetic acid is a weak acid and can be used in buffers at pHs around its pKa, 4.7. If you have a reaction
which requires a pH between 3.7 and 5.7 acetate buffers would be a good choice. The conjugate base
of acetic acid is referred to as acetate (usually the sodium ion is used), CH3COO-. At the pKa there is
an equal amount of the acid form (acetic acid, CH3COOH) and the base, (acetate CH3COO-). At pHs
on the acid side of the pKa i.e. < 4.7 there will be more acid form than base form. Alternatively on the
basic side of the pKa i.e. at pHs > 4.7 there will be more of the base form than the acid form. The
exact proportion is calculated using the Henderson Hasselbalch equation which is beyond the scope of
this course.
A buffer problem:
You need to make up 500 mL of 100 mM acetate buffer. To achieve the desired pH you need to add 4
times more of the base than the acid form. You have a 1 M solution of both the acid and base forms of
acetic acid. How would you make up this buffer?
Step 1: How many moles of acetate do you need in the solution? If you need 500 mL of
100 mM acetate you will need a total of 50 mmoles of acetate.
Step 2: How much acid and base? If you need 4 times more base than acid you will need 40
mmoles of base and 10 mmoles of acid (4:1 means 5 parts altogether = 50/5 10 mmoles and
40 mmoles).
Step 3: How much of each stock solution will you need? If you have 1 M solutions of each
form 1 mmole/mL then you will need 40 mL of the base and 10 mL of the acid form.
Step 4: Making up the solution: Add 40 mL of base and 10 mL of acid then make the whole
solution up to 500 mL with water.
7. Calculations for Molecular Biology and Biochemistry 2.7
Stock versus final concentrations.
A method, set of instructions or protocol (all words used to describe the detailed instructions you use
in the laboratory) include statements like:
“Add 400 L of 500 mM glucose and make up to 40 ml with distilled water”
However, the final legend in a paper will describe the conditions as simply “5 mM glucose”. Why the
difference? The protocol has described the volume (400 L) of the stock or concentrated glucose
solution (500 mM) you need to add. It also includes the final volume you need to make it up to
(40 mL). So what you have after you follow the instructions is 40 mL of 5 mM glucose.
Why use this complicated method for making up 40 mL of 5 mM glucose?
Why use stock solutions?
Molecular Biologists and Biochemists often use stock solutions; it saves time weighing out and
making up endless different solutions. Many of the buffers and solutions contain multiple components
and, what makes it worse, many of these different solutions contain the same components, just at
different concentrations. It is much easier to measure a volume than to weigh out a powder and
dissolve it every time you need a new combination of components in a buffer; better to add different
proportions of the stock solutions. It is also good if buffers have to be made up fresh; perhaps 2
chemicals will slowly react together if left long enough. By keeping them apart as concentrated
solutions you can quickly prepare the buffer before use.
If you are going to use stock solutions to make up buffers, prepare assays etc should you include all
this information in your legend?
What is a legend?
The legend in the paper describes the final conditions of the reaction. These need to be lab
independent i.e. someone in a lab on the other side of the world with different stock solutions and
different glassware can still do the experiment. Legends are included under figures or above tables.
8. Calculations for Molecular Biology and Biochemistry 2.8
What information do you put into a legend?
WHAT YOU DEFINITELYDON’T DO IS PUT VOLUMES OF STOCK SOLUTIONS IN
YOUR LEGEND! These are saved for your protocol.
Using the example earlier…..
The final volume of 40 mL may be a decision more of the glassware/culture flasks etc available in
your lab than a necessity for the experiment. Suppose the solution was used to culture cells. If you
were incubating cells in the 5 mM glucose it would be more important that you had the cells at the
right concentration e.g. 1 X 106/mL than that you had 40 mL of culture.
Before writing your legend consider which information is essential for the experiment
to work.
With the example earlier, could the experiment be repeated with 20 mL of cells at 5 mM glucose,
providing the cells were at the correct concentration. Most probably yes. Culture procedures
and enzyme assays can be scaled up and down to suit the lab equipment! If this
is the case then only quote the final glucose and cell concentrations e.g. cells were incubated at a
concentration of 1 X 106 cells per mL in 5 mM glucose. Allow the researcher trying to reproduce the
experiment the freedom to decide what final volumes and stock solutions to make up. They may have
different sized flasks/incubator/water bath than you.
Let’s try another example…..
Enzyme assays are often used to measure the amount of a particular enzyme present in a sample. The
term assay is a fancy scientific term describing a reaction that actually measures something; usually
the concentration of a compound or the amount of an enzyme. This semester you will measure the
amount of an enzyme, lactate dehydrogenase, using an enzyme assay. With this type of assay it is very
important to have the correct conditions; too much or too little of a component in the reaction and you
can stuff up the measurement!!
On the next page is a checklist of all the do’s and don’t’s of writing a legend. PLEASE look over this
list before coming to see your demonstrator about how to write your legends. You will find many of
your questions are answered here.
9. Calculations for Molecular Biology and Biochemistry 2.9
QUICK LEGEND CHECK LIST:
Do not describe adding volumes of stock solutions of a particular concentration; use final
concentrations.
Do not describe final volumes unless they are essential to the outcome of the experiment; most
procedures can be readily scaled up and down with no alteration to the final result. This is
particularly relevant for cell cultures.
Try to express final concentrations in molar/millimolar/micromolar units where possible; this
allows for easier comparison between different compounds on a stoichiometric basis.
When describing an enzyme assay make sure you are describing all the conditions of the actual
reaction; temperature, shaking if necessary, concentrations of substrate and buffer, with pH, when
the enzyme is actually doing its stuff (not the concentrations of the stopped reaction).
Explain the principle behind the enzyme assay e.g. X dehydrogenase activity was measured by
monitoring the rate of appearance of the product NADH OR conversely the disappearance of the
substrate X.
Describe how the rate of appearance will be monitored i.e. spectrophotometrically at 340 nm using
an extinction coefficient of 6.2 mM-1cm-1. Make sure you give enough information for the
researcher to calculate the activity; the extinction coefficient with appropriate units.
Do not tell us how you labeled your tubes (this is experiment specific information) or refer to your
labeling e.g. “the enzyme activity of tube 1 increased”. Do not describe buffers as “reaction
mixture” or buffer Z; give the components as final concentrations.
Do not include unnecessary information e.g. “data was recorded”; we can assume the data was
recorded. Many students are also tempted to give unnecessary detail e.g. “the protein
concentration was measured at 0, 10, 20 and 30 min”. It would be better to say ‘protein
concentration was estimated over a 30 min time period.’ If you measured the concentration at 0, 8,
16, 24 and 30 min you would still have the same trend.
Do not quote concentrations to 15 decimal places. In most experiments in junior and intermediate
laboratory sessions, we would quote concentrations to 1 decimal place at the most!! Particularly
when the units are mM.