Field of Science

Showing posts with label MEH. Show all posts
Showing posts with label MEH. Show all posts

Lab Rat guide to Fourier Transformations

Protein crystallography is one of those mysterious things that I always feel I should know more about. It starts with protein crystals, fair enough, and then heads rapidly out beyond the Magical Event Horizon leaving me with a picture of set of small fuzzy dots which mysteriously resolve themselves into an electron density map. Somewhere in all this someone will mention the dreaded Fourier transformation, at which point I know all hope is lost and a might as well stop listening.

With the help of a good lecture and an utterly outstanding website though, I'm starting to get the hang of it. X-ray crystallography works by shooting X-rays at a protein crystal. As the crystal is in a regular lattice structure, the X-rays are scattered in a regular way. Each scattered ray can be characterised by the amplitude and the phase, as shown below:Each dot on the resulting image (which usually looks something like the figure shown on the right) corresponds to a scattered X-ray. The position of the dot gives (by way of a set of clever equations) the amplitude of the wavelength. However in order to calculate the position of an atom you need both the amplitude and the phase, and you can't get the phase from just the position of the dot. And here is where the dreaded Fourier transformation comes in, to help give information about the phase.

The Fourier transformation is an equation, which gives reciprocal information about a molecule, for example if the molecule is a single small point, the Fourier transformation (i.e what it looks like after plugging its positional coordinates into the Fourier equation) will be a large fuzzy blob, as shown below (all pictures from now on are taken - with permission - from Kevin Cowtan's Book of Fourier) . Molecule is on the left and its Fourier transformation on the right:
For the more mathematically minded, what the Fourier transformation actually does is take a function and express it as the sum of a set of different sine and cosine waves. Apparently this can be done for any continuous function. By using this transformation you can get not only the amplitude, but also the phase of any given molecule inside an atom. You can also make the equation go backwards as well, turning the red fuzzy blob on the left back into the individual point. As most molecules contain many, many atoms there are various tricks you have to do in order to make this easier for large molecules, but first a quick proof of this concept using my favourite pictures on the Cowtan website.

Here is a picture of a duck:
And here is the Fourier transformation of the duck, with the amplitude represented by the brightness of the colour and the phase represented by the actual colour:
In order to show that the Fourier transformation really does show the phase, this transformation is mixed with the Fourier transformation of a picture of a cat. Rather than mix them both equally, the amplitude (brightness) of the duck transformation is mixed with the phase (actual colour) of the cat to give the following Fourier transformation:Performing the Fourier equation on this blob (to turn it back into an animal again) gives the following result, hopefully not unsurprising if I've managed to explain this alright:
It's a cat! A rather blotchy cat, true, with a fairly trippy background, but nevertheless the Fourier transformation has faithfully reproduced the phases, rather than the amplitudes.

So how does this help when looking at molecules? It turns out that the fuzzy black-and-gray-dots picture that is the end result of X-ray crystallography (shown above and reproduced here on the right) is the Fourier transform of the atomic electron clouds inside the protein crystal. That picture is like the fuzzy coloured blobs that the duck and cat images came out of. In the same way that those turned into animals, this picture can be turned into the approximate shape of the electron clouds surrounding a molecule. For low resolution images this can show the secondary structure of a protein, the positions of alpha helices and beta sheets and a general idea of protein shape. For high resolution images, individual amino-acid residues can be seen, allowing a much more detailed view of the structure to be generated.

It isn't always perfect. Sometimes you do get the equivalent of a blobby cat with a trippy background and have to play around with homologous comparisons and allowed bond-angles to get a meaningful structure. There are plenty of strategies that exist to help you get a better image as well, particuarly for larger molecules which need more help resolving phases. From what I've heard though, once you've actually got the crystal, the rest seems like childs play in comparison. I know people who have spent their whole PhD's, and longer, just trying to isolate and concentrate a single protein crystal...

Lab Rat in its Natural Habitat

I'm back in a lab! More excitingly, a different lab. I moved in today, so I've just about been allocated bench space and shown where the autoclave is. Today's tasks included cleaning said bench (I pretty much just doused it with70% ethanol and waited for the ethanol to evaporate, I do not want anything contaminating the bacteria I'll be working with) and mixing up a load of media so that I can put it above my bench where it can sit and look all pretty.

The Lab equivalent of hoovering and putting up the curtains basically. As soon as the autoclave has finished (the autoclave is basically just a big pressure cooker which sterilizes everything) my bench will have:

  • Four durans (large bottles) of Tap Water Media for growing bacteria in
  • Four flat-bottomed flasks of LB media for overlaying plates and growing different bacteria on (used to test if the first bacteria are producing antibiotics)
  • One small pot of 40% glycerol (our bacteria occasionally produce spores, and these are stored in glycerol)
  • Two pots of sterilized toothpicks (for picking out isolated colonies of bacteria)
  • Three empty sterilized flat-bottomed flasks, for as yet undisclosed purposes
  • One empty measuring cylinder with foil over the top
  • Two boxes of pipette tips
And I've just remembered that it should probably have double distilled water as well. Bugger. I will ask my supervisor about that, but water is used quite often and it would probably be helpful to have some around. Although my bench is right next to the MiliQue machine (which occasionally produces noises like a drain with a bad stomach and in some mysterious way ionises the water. Way beyond my MEH unfortunately) so I might be able to get away with it.

These will be placed on the shelf above the Lab bench, apart from the pipette tips which will be on the bench itself, along with my Lab Notebook (yes, it does deserve the capital letter), a biro, a marker pen that is running out of ink (for labelling the bottles), a roll of autoclave tape that probably isn't mine, a little rack for holding eppindorf tubes (ooh, that reminds me, I need to get a rack for the bigger tubes) and a bunsen burner stand that I've yet to move onto someone else's bench.

I'm home =D

Magical Event Horizon

One concept I vaguelly mentioned yesterday, while going through the DNA extraction protocol, was that of the Magical Event Horizon. I love this concept (which I first read in a Terry Pratchett book but anyway) which works on the Arthur C. Clarke quote that "sufficiently advanced technology is indistinguishable from magic".

The idea is, therefore, that everyone understands things up to a point. That point is the Magical Event Horizon (or MEH). For me, for example, bacteriophages and calculus are well within the MEH, relativity is sort of dancing along the line and the inner workings of computers are far, far over my Magical Event Horizon.

It's a neat little concept. Anything that you personally sort of feel to yourself works by 'magic' (like digital cameras. I have no idea how those work) goes over the MEH, everything you can explain stays within it.