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Water and Solute Permeability of Plant Cuticles: Measurement and ...

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264 9 General Methods, Sources <strong>of</strong> Errors, <strong>and</strong> Limitations in Data Analysis<br />

Population size ranged from 50 to 750 CM. With MX membranes distribution were<br />

normal, <strong>and</strong> arithmetic means, st<strong>and</strong>ard deviations or confidence intervals can be<br />

used to characterise these MX membranes. With CM from all species, histograms<br />

<strong>of</strong> frequency distributions <strong>of</strong> k ∗ or P were always skewed <strong>and</strong> had a pronounced<br />

tail at high values. Skewness tended to be more pronounced with small populations.<br />

After log transformation, symmetrical histograms with normal distributions were<br />

obtained. If populations are skewed, arithmetic means are higher than geometric<br />

means obtained by log transformation <strong>of</strong> the data. For this reason, it is a good practise<br />

to use large sample sizes <strong>of</strong> 50–100 CM <strong>and</strong> to subject data to log transformation<br />

for calculating geometric means <strong>and</strong> confidence intervals. Log transformation <strong>of</strong><br />

normal distributions presents no problems, as in this case arithmetic <strong>and</strong> geometric<br />

means are numerically identical.<br />

9.5 Very High or Very Low Partition Coefficients<br />

Determination <strong>of</strong> partition coefficients, although technically easy <strong>and</strong> straightforward,<br />

can cause serious experimental problems with highly lipophilic (Kcw > 10 4 )<br />

or very polar (Kcw < 1) compounds. These problems have been dealt with in detail<br />

in Sect. 6.1.6. Possible solutions when working with highly lipophilic <strong>and</strong> polar<br />

compounds, insurmountable difficulties, <strong>and</strong> problems in data interpretation have<br />

been presented <strong>and</strong> discussed.<br />

It is very difficult or impossible to determine Kow for emulsifiers, because in their<br />

presence oil in water emulsions can be formed <strong>and</strong> phase separation may not be<br />

possible. No such problems arise with MX or CM, <strong>and</strong> reliable partition coefficients<br />

have been determined (Riederer et al. 1995). As there is an excellent correlation<br />

between Kow <strong>and</strong> KCM at low solute concentrations, the problem <strong>of</strong> emulsification<br />

can be circumvented by using pieces <strong>of</strong> MX rather than octanol as lipid phase.<br />

9.6 Cutin <strong>and</strong> Wax Analysis <strong>and</strong> Preparation <strong>of</strong> Reconstituted<br />

Cuticular Wax<br />

Gas chromatography with flame ionisation detection (GC-FID) was used for the<br />

quantification <strong>of</strong> cuticular waxes (Riederer <strong>and</strong> Schneider 1989) <strong>and</strong> cutin monomers<br />

after depolymerisation (Hauke <strong>and</strong> Schreiber 1998). Identification <strong>of</strong> constituents<br />

by gas chromatography coupled to mass spectrometry is the method <strong>of</strong> choice.<br />

Experimental problems arise when cutan occurs in the polymer matrix (incomplete<br />

depolymerisation) or when high molecular weight oligomers occur in wax. They<br />

have been discussed in Sect. 1.3.<br />

<strong>Solute</strong> sorption <strong>and</strong> diffusion in wax was studied using reconstituted wax<br />

preparations (Sects. 6.1.3 <strong>and</strong> 6.5). The experimental setup is shown in (Fig. 9.1).

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