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. 2019 Apr 18;10:829. doi: 10.3389/fmicb.2019.00829

Table 3.

QSAR models and their applicability domain for the prediction of BLD depending on the bacterial strain considered: E. coli ATCC25922, S. Enteritidis E0220, B. subtilis ATCC6633, and S. aureus CNRZ3.

QSAR Applicability domain
BLD E. coli = −26.56
−1,360*v_μ = –(I+A)/2
+80.23*HOMO-1(eV)
−8.66* Dipole moment
−203.91*Minimum atomic charge (Mulliken)
+0.75*-0.05 < S < 0
+9.54*Rotatable bonds
−0.3584 < v_μ <–0.2446
−6.643 < HOMO-1 (eV) <–5.360
Dipole moment <9.739
−0.642 < Minimum atomic charge (Mulliken) <–0.469
“−0.05 <S < 0” <84.2%
0.508 < Rotatable bonds <1.027
BLD S. Enteritidis = −4.066
−768.55*v_μ = –(I+A)/2
+0.37*Polarisability
−108.62*Maximum atomic charge(Mulliken)
+0.35*-0.05 < S < 0
−224.88*Molecular complexity
−0.3584 < v_μ <–0.2446
Polarisability <296.92
0.392 <Maximum atomic charge (Mulliken) <0.901
“−0.05<S 0” <84.2%
0.508 < Molecular complexity <1.027
BLD B. subtilis = 271.27
+12.37*v_N-
−1,122*w_λ_E
+20.33*Log D pH (5.5)
−2.30*S >0.05
+16.24*H-Donors
−287.38*Molecular complexity
5.798 < v_N- <14.119
0.113 < w_λ_E <0.271
−1.49 < Log D pH(5.5) <4.58
“S > 0.05” <20.8%
H-Donors <9
0.508 < Molecular complexity <1.027
BLD S. aureus = −252.88
+ 1665*X5A
+18.05*RDCHI
+22.93*Log D pH (5.5)
−25.55*LUMO (eV)
+3.69*Dipole moment
−1.23*S < −0.1
0.059 < X5A < 0.091
1.409 < RDCHI <5.123
−1.49 < Log D pH(5.5) <4.58
−4.070 < LUMO (eV) <–1.749
Dipole moment <9.739
“S <–0.1” <44.3%