New Statistical Algorithms for the Analysis of Mass - FU Berlin, FB MI ...
New Statistical Algorithms for the Analysis of Mass - FU Berlin, FB MI ...
New Statistical Algorithms for the Analysis of Mass - FU Berlin, FB MI ...
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3.2. INTRODUCTION TO MALDI TOF MS 29<br />
Or, in o<strong>the</strong>r words, <strong>the</strong> more exact <strong>the</strong> machine can determine <strong>the</strong> time an ion<br />
travels from <strong>the</strong> moment <strong>of</strong> its ionization until it hits <strong>the</strong> detector, <strong>the</strong> higher<br />
<strong>the</strong> resolution is. Analyzing <strong>the</strong> equations from <strong>the</strong> previous section we see<br />
that many factors contribute to an ions flight time, including:<br />
1. initial states <strong>of</strong> <strong>the</strong> ions (prior to acceleration), such as velocity (v0),<br />
position (s0) and time <strong>of</strong> <strong>for</strong>mation (t0)<br />
2. non-ideal vacuum that introduces particle collisions (affects uD)<br />
3. non-ideal acceleration or drift regions, which affect uD and UD<br />
4. fragmentation <strong>of</strong> ions, ei<strong>the</strong>r in acceleration or drift region (affects at<br />
least uD)<br />
The factors that limit <strong>the</strong> resolution mostly are <strong>the</strong> distribution <strong>of</strong> <strong>the</strong> ions<br />
initial states. These result in slightly blurred spectra (see <strong>the</strong> Lego example).<br />
O<strong>the</strong>r Types <strong>of</strong> MS<br />
In this <strong>the</strong>sis we mainly use data from MALDI MS machines since most <strong>of</strong><br />
<strong>the</strong> recent publications in clinical setting are using this kind <strong>of</strong> technology.<br />
However, besides MALDI <strong>the</strong>re are o<strong>the</strong>r types <strong>of</strong> MS technology that are<br />
briefly described in <strong>the</strong> following paragraphs.<br />
SELDI Surface-enhanced laser desorption/ionization (SELDI) is ano<strong>the</strong>r<br />
common ionization method in mass spectrometry that is used <strong>for</strong> <strong>the</strong> analysis<br />
<strong>of</strong> protein mixtures (Tang et al., 2004). Opposed to MALDI, <strong>the</strong> protein<br />
mixture is spotted on a surface with a chemical. Such a surface (e.g. CM10,<br />
a weak-positive ion exchange, or IMAC30, a metal-binding surface) specifically<br />
binds some proteins from <strong>the</strong> sample while <strong>the</strong> o<strong>the</strong>rs are removed by<br />
washing. After washing - as in MALDI - <strong>the</strong> matrix is applied to <strong>the</strong> surface<br />
and crystallizes with <strong>the</strong> sample peptides. Thus, <strong>the</strong> SELDI surface acts as a<br />
separation step. Surfaces can also be built with antibodies or DNA.<br />
SELDI technology was developed by T. W. Hutchens in 1993 (Hutchens<br />
and Yip, 1993) and commercialized by Ciphergen Biosystems in 1997 as <strong>the</strong><br />
ProteinChip system. It is now produced and marketed by Bio-Rad Laboratories.<br />
ESI Electrospray ionization (ESI) (Fenn et al., 1989) is ano<strong>the</strong>r technique<br />
to produce ions and rewarded with <strong>the</strong> Nobel Prize in Chemistry to J.B. Fenn<br />
in 2002. It is especially well suited to ionize large macromolecules because it<br />
overcomes <strong>the</strong> propensity <strong>of</strong> <strong>the</strong>se molecules to fragment during ionization.<br />
In electrospray ionization, a liquid containing <strong>the</strong> sample is pushed through<br />
a very small, charged capillary (Fenn et al., 1990). The sample is dissolved in a<br />
large amount <strong>of</strong> solvent and is already ionized. Because like charges repel, <strong>the</strong><br />
liquid pushes itself out <strong>of</strong> <strong>the</strong> capillary and <strong>for</strong>ms an aerosol consisting <strong>of</strong> small<br />
droplets. As <strong>the</strong> solvent evaporates, <strong>the</strong> sample molecules are <strong>for</strong>ced closer<br />
toge<strong>the</strong>r, which causes repellence thus breaking up <strong>the</strong> droplets. Resulting<br />
ions are <strong>the</strong>n accelerated and fly to <strong>the</strong> detector as in <strong>the</strong> SELDI or MALDI<br />
case. Opposed to <strong>the</strong> MALDI ionization process ESI produces also multiplycharged<br />
ions such as [M+2H] 2+ .