E. Montesinos et A. Bonaterra, DOSE-RESPONSE MODELS IN BIOLOGICAL-CONTROL OF PLANT-PATHOGENS - AN EMPIRICAL VERIFICATION, Phytopathology, 86(5), 1996, pp. 464-472
Two models, based on the hyperbolic saturation relationship and probit
function, that relate the densities of the biocontrol agent and patho
gen with disease response were developed. The hyperbolic saturation (H
S) and probit (PB) models and a modification of the negative exponenti
al (MNE) model recently proposed by Johnson were evaluated. In the NE
model, parameters c and k supply information on the efficiency of the
pathogen and biocontrol agent, respectively, and provide endpoint valu
es such as the maximum proportion of pathogen inoculum inactivated by
the biocontrol agent (B). The HS model gives information on the 50% ef
fective dose (ED(50)) for both the pathogen (K-x) and the biocontrol a
gent (K-z), asymptotic disease levels without biological control (Y-ma
x), and the maximum proportion of pathogen the biocontrol agent can in
activate (I-max). The PB model provides information on the relative vi
rulence of the pathogen (tau) and relative efficiency of the biocontro
l agent (sigma) and on the ED(50) for the pathogen (lambda) and biocon
trol agent (mu). Two patho-systems (an aerial and a root disease) and
two types of biocontrol agent (antagonistic bacteria and nonpathogenic
isolates of the pathogen) were compared. The data from Mandeel and Ba
ker on biological control of Fusarium oxysporum f. sp. cucumerinum on
cucumber with nonpathogenic isolates as well as our data on biological
control of Stemphylium vesicarium on pear with selected isolates of P
seudomonas and Erwinia spp. were used. Data sets of the effect of seve
ral densities of the biocontrol agent and pathogen on disease levels w
ere fitted to the models by nonlinear regression. Estimated parameters
permitted quantitative comparisons among biocontrol-pathogen-host sys
tems. The most valuable parameters obtained from the data sets that fi
tted adequately to the models were the proportion of pathogen potentia
lly inactivated by the biocontrol agent, the relative efficiency and E
D(50) of the biocontrol agent, and the ED(50) biocontrol/pathogen rati
o. The values of B ranged from 0.79 to 0.98, and the values of I-max r
anged from 0.96 to 1.04, indicating that a high proportion of the path
ogen inoculum was susceptible to inactivation by the biocontrol agents
. The values of sigma ranged from 0.7 to 1.4 and were consistent with
the independent action of the biocontrol agents on the pathogen. The m
ean ED(50) for the biocontrol agent (HS and PB models) for the fungus-
fungus pathogen-biocontrol system was 2 x 10(3) CFU/g of soil, and for
the bacteria-fungus pathogen-biocontrol system, it was 6 x 10(6) CFU/
ml. The ED(50) biocontrol/pathogen ratio ranged from 1 to 10 for the f
ungus-fungus biocontrol-pathogen system and from 77 to 435 for the ant
agonistic bacteria-fungus system, indicating the existence of a lower
number of targets for fungus-fungus competition for common sites than
with bacteria-fungus antagonism.