Research Article

A Comparative Study of Two Quantum Chemical Descriptors in Predicting Toxicity of Aliphatic Compounds towards Tetrahymena pyriformis

Table 3

Regression models for different groups of aliphatic compounds for estimating their toxicity towards Tetrahymena pyriformis.

MoleculesRegression equation RSS

Aliphatic electron acceptors

Diols ( )pIGC50 = 0.806 log P − 1.4690.97570.2091363.2252
pIGC50 = −80.678 + 34.7530.60521.959621.5274
pIGC50 = 38.415 − 7.2290.10110.20550.1729
pIGC50 = −2.978 + 0.807 log P − 1.0160.97590.2080365.3740
pIGC50 = 20.131 + 0.962 log P − 10.5030.98520.1289599.4980

Halogenated alcohols ( )pIGC50 = 0.778 log P − 1.3730.91780.4210101.4897
pIGC50 = −23.659 + 10.7920.73701.183029.0317
pIGC50 = −0.029 − 0.5330.11114.40606.1491
pIGC50 = −27.966 + 0.830 log P + 2.4170.95500.2541213.5748
pIGC50 = −8.156 + 0.577 log P + 2.7480.92280.4234120.5311

Saturated alcohols ( )pIGC50 = 0.774 log P − 2.0030.98000.94711521.011
pIGC50 = −49.100 + 21.4030.705410.175475.2526
pIGC50 = 97.442 − 15.2620.07394.46393.4738
pIGC50 = 20.518 + 0.761 log P − 5.1020.98440.74041962.6124
pIGC50 = 3.362 + 0.814 log P − 3.5780.98080.90741590.1020

Carboxylic acids ( )pIGC50 = 0.286 log P − 0.7010.91570.2974294.4822
pIGC50 = −12.760 + 5.9960.74010.748777.8974
pIGC50 = 7.017 − 1.2560.01500.19481.4109
pIGC50 = −0.122 + 0.286 log P − 0.6830.91570.2974294.5405
pIGC50 = −0.788 + 0.272 log P − 0.2920.91630.2955296.8120

Halogenated acids ( )pIGC50 = 0.462 log P − 0.8740.61920.469717.2608
pIGC50 = 4.510 − 2.1090.75940.353832.5603
pIGC50 = −12.712 + 1.6640.50350.515411.1434
pIGC50 = −5.188 + 0.331 log P + 0.0850.66270.440820.6495
pIGC50 = 3.201 + 0.200 log P − 1.8390.82300.279247.5032

Monoesters ( )pIGC50 = 0.760 log P − 2.0270.92781.6643386.7003
pIGC50 = −58.295 + 3.8870.74784.727089.9960
pIGC50 = 25.971 − 4.1940.02828.15570.1782
pIGC50 = 35.720 + 0.762 log P − 7.4800.93981.4061469.1512
pIGC50 = −6.179 + 0.696 log P + 1.0030.92981.6220398.4300

Diesters ( )pIGC50 = 0.634 log P − 1.3320.90451.2470181.9855
pIGC50 = −21.955 + 7.2000.72492.934151.0598
pIGC50 = 46.892 − 8.7670.33043.531510.3746
pIGC50 = 12.567 + 0.579 log P − 3.5930.92550.9982237.1896
pIGC50 = −8.477 + 0.469 log P + 1.7760.95620.6042415.9038

Aldehydes ( )pIGC50 = 0.463 log P − 0.8860.83790.434563.0319
pIGC50 = −9.479 + 3.8870.78350.546344.4459
pIGC50 = −34.557 + 4.9160.00960.23680.8856
pIGC50 = −14.568 + 0.453 log P + 1.2180.85190.403070.0336
pIGC50 = −4.345 + 0.290 log P + 1.2280.89280.3044100.9174

Ketones ( )pIGC50 = 0.772 log P − 2.0310.97260.5454499.1523
pIGC50 = −85.007 + 34.2510.76193.796845.7999
pIGC50 = −85.007 + 34.2510.48995.496514.4442
pIGC50 = 42.290 + 0.741 log P − 8.0480.97430.5124533.0067
pIGC50 = −2.870 + 0.751 log P − 0.8190.97290.5415502.9870
Aliphatic electron donors

Aminoalcohols ( )pIGC50 = 0.353 log P − 1.0530.29850.97428.2357
pIGC50 = 19.378 − 7.1510.73220.818747.4771
pIGC50 = −28.920 + 3.2350.03080.12560.4918
pIGC50 = −35.985 + 0.362 log P + 4.4860.34731.028910.0485
pIGC50 = 17.095 + 0.228 log P − 6.3480.87180.4609116.5597

Acetylenic alcohols ( )pIGC50 = 0.551 log P − 0.8070.76201.665539.4210
pIGC50 = −13.919 + 4.9680.04091.03721.5116
pIGC50 = 13.169 − 1.7370.08190.07990.0915
pIGC50 = 6.275 + 0.549 log P −1.7260.76401.655239.8563
pIGC50 = 0.494 + 0.554 log P − 0.9820.76211.664839.4504

Unsaturatedalcohols ( )pIGC50 = 0.759 log P − 1.6860.86181.0978150.7421
pIGC50 = −7.443 + 1.2900.27032.01019.8908
pIGC50 = 86.169 − 13.9400.34322.229513.5390
pIGC50 = −19.393 + 0.839 log P + 1.1560.87121.0343163.327
pIGC50 = −0.054 + 0.757 log P − 1.6680.86191.0978150.7556

AminespIGC50 = 0.461 log P − 1.1380.71640.772461.6300
pIGC50 = −0.993 − 0.5240.03760.02170.1294
pIGC50 = 7.473 − 1.9900.03940.01500.0894
pIGC50 = −17.899 + 0.480 log P + 1.6110.73830.733468.7054
pIGC50 = 1.860 + 0.479 log P − 1.7360.73570.738167.8094