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<br />AChE inhibition in Colorado squawfish <br /> <br />937 <br /> <br />Table I. Threshold and effect concentrations for AChE inhibition estimated from 24-h exposure <br />of Colorado squawfish to technical carbaryl and malathion <br /> <br />Toxicant <br /> <br />Slope <br /> <br />Intercept <br /> <br />Thresholda <br />(/Lg/L) <br /> <br />7.40 (4.93-Il.l) <br />150 (83.8-270) <br /> <br />29.3 <br />371 <br /> <br />49.1 <br />707 <br /> <br />Plateau <br /> <br />Carbaryl <br />Malathion <br /> <br />0.0419 <br />0.0393 <br /> <br />-0.00281 <br />-0.00720 <br /> <br />0.0500 <br />0.0914 <br /> <br />NOEC <br />(/Lg/L) <br /> <br />LOEC <br />(/Lg/L) <br /> <br />.... <br /> <br />Plateau, slope, and intercept estimates for the linear-plateau regression equation: AU = intercept + slope [log2(concentration)), <br />AU (enzyme activity unit) = /Lmol substrate hydrolyzed/mg brain tissue/min. <br />aThreshold values and 95070 C.l.s (in parentheses) were derived from regression and back-transformed for comparison to NOECs <br />and LOECs. <br /> <br />.. <br /> <br />analysis were 7.40 /-Ig/L (4.93-11.1) carbaryl and 150 ILg/L <br />(83.8-270) malathion. The 95070 C,I.s for threshold estimates <br />did not include NOECs, Based on NOECs, carbaryl was ap- <br />proximately 13 times more toxic than malathion. Relative po- <br />tency of the two toxicants was confirmed by linear-plateau <br />regression analysis: Threshold estimates showed that carba- <br />ryl was about 20 times more toxic than malathion (see Beyers <br />[13] for summaries of measured toxicant concentrations and <br />AChE activity). <br />For each toxicant, the distribution of data as a function of <br />concentration was such that a linear-plateau regression model <br />was appropriate (Fig. 1), In both cases, the regression ac- <br />counted for a significant amount of the total variation <br />(p = 0,001). <br /> <br />DISCUSSION <br /> <br />Regression analysis vs. ANOVA <br /> <br />Threshold concentrations estimated by linear-plateau re- <br />gression were lower than NOECs, but the two statistical <br />methods did not lead to different conclusions. Threshold <br />concentrations for carbaryl and malathion were approxi- <br />mately 2.5 and 4.0 times lower, respectively, than the NOECs. <br /> <br />The tendency of linear-plateau regression to produce lower <br />estimates of effect concentrations may suggest that the pro- <br />cedure underestimated the concentration at which toxic ef- <br />fects appeared; however, inspection of Figure 1 shows that <br />fitted regression models and estimated thresholds were ap- <br />propriate. A more likely explanation for the discrepancy be- <br />tween regression and ANOVA effect-concentration estimates <br />is related to experimental design and analysis. A weakness <br />of our study was that we used only three replicates per test <br />concentration, Statistical power would have been increased <br />had there been more replication, but other disadvantages of <br />ANOV A (sensitivity to the selected level of significance, sen- <br />sitivity to variability of data, and dependence on concentra- <br />tion interval) would not have been rectified. The influence <br />of these factors has been thoroughly summarized (7,16-18]. <br />Unlike regression analysis, ANOVA does not use concentra- <br />tion-response relations in toxicological data. ANOVA uses a <br />pairwise comparison procedure to determine if the difference <br />between the mean response at a given concentration and the <br />mean for the control is greater than the minimum statistically <br />significant difference, In contrast, linear-plateau regression <br />simultaneously uses all of the data to describe the degree of <br /> <br /> 5' <br /> ~ <br /> ~ 0.05 <br /> :> <br /> i= 0 <br /> ~ 0,04 0---------0--, , <br /> * 0, <br /> W &. <br /> U) , <br /> ~ 0,03 @'Q, <br /> w '() <br /> I- , , <br /> U) - - - - - Carbaryl 'Q <br /> w , <br /> z 0.02 - Malathion <br />. :::i <br /> 0 <br /> :r: <br /> () <br /> ..J 0.01 <br /> ~ Control 1 10 100 1,000 10,000 <br /> () TOXICANT CONCENTRATION (ug/L) <br /> <( <br /> <br /> <br />Fig. I. Estimated linear-plateau regression lines for brain AChE activity in Colorado squawfish exposed to technical carbaryl and malathion. <br />Each point represents a mean of three replicates. AU = /Lmol substrate hydrolyzed/mg brain tissue/min. *Trace contamination of solvent <br />control from air inside vented enclosure. <br />