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Predictive Factors for the Suppression of Fusarium Wilt of Tomato in Plant Growth Media

Abstract

Fusarium wilts are economically important diseases for which there are no effective chemical control measures. However, biological control and fertility management are becoming efficient alternatives for controlling this disease. Growth media formulated with composts that are able to suppress Fusarium wilt of tomato provide a control system that integrates both strategies. The aim of this study was to predict Fusarium wilt suppression of growth media using abiotic and biotic variables. Grape marc compost was the most effective medium used to suppress Fusarium wilt. Cork compost was intermediate, and light peat and expanded vermiculite were the most conducive growth media. The growth media evaluated were in a pH range of 6.26 to 7.97. Both composts had high β-glucosidase activity. When pH and β-glucosidase activity were taken into account as predictive variables, more than 91% of the variation in severity of Fusarium wilt was explained. This relationship illustrates the effect of nutrient availability and the degree of microbiostasis, two key factors in this pathosystem. Microbial populations involved in suppressiveness were cellulolytic and oligotrophic actinomycetes, fungi, and the ratios cellulolytic actinomycetes/cellulolytic bacteria, oligotrophic bacteria/copiotrophic bacteria, and oligotrophic actinomycetes/oligotrophic bacteria. Based on community level physiological profiles, different community structures were evident among growth media evaluated.

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Predictive Factors for the Suppression of Fusarium Wilt of Tomato in Plant Growth Media

Author: Borrero Vega, Celia; Trillas, María Isabel; Ordovás Ascaso, José; Tello Marquina, Julio César; Avilés Guerrero, Manuel
Publisher: The American Phytopathological Society
Year: 2004
DOI: 10.1094/PHYTO.2004.94.10.1094
Source: https://idus.us.es/bitstreams/1c315e02-d443-42e5-a0dd-b5672ef757cd/download
Bo e o, C., 1, Phy opa hology
P edic i e Fac o s o he Supp ession o Fusa ium Wil o Toma o in Plan
G ow h Media
Celia Bo e o, Mª Isabel T illas, José O do ás, Julio C. Tello, Manuel A ilés
Fi s , hi d and i h au ho s: Dep . Ciencias Ag o o es ales, Uni e sidad de Se illa, C a.
U e a, Km. 1. 41013 Se illa, Spain. Second au ho : Dep . Biología Vege al, Uni e si a
de Ba celona, A da Diagonal, 645, 08028 Ba celona, Spain. Fou h au ho : Dep .
P oducción Vege al, Uni e sidad de Alme ía, C a. Sac amen o, s/n, 04120 La Cañada de
San U bano, Alme ía, Spain.
Co esponding au ho : [email p o ec ed]
Bo e o, C., 2, Phy opa hology
ABSTRACT
Fusa ium wil s a e economically impo an diseases o which he e a e no e ec i e
chemical con ol measu es. Howe e , biological con ol and e ili y managemen a e
becoming e icien al e na i es o con olling his disease. G ow h media o mula ed wi h
compos s ha a e able o supp ess Fusa ium wil o oma o p o ide a con ol sys em ha
in eg a es bo h s a egies. The aim o his s udy was o p edic Fusa ium wil supp ession o
g ow h media using abio ic and bio ic a iables. G ape ma c compos was he mos
e ec i e medium used o supp ess Fusa ium wil . Co k compos was in e media e, and
ligh pea and expanded e miculi e we e he mos conduci e g ow h media. The g ow h
media e alua ed we e in a pH ange o 6.26 o 7.97. Bo h compos s had high β-glucosidase
ac i i y. When pH and β-glucosidase ac i i y we e aken in o accoun as p edic i e
a iables, mo e han 91% o he a ia ion in se e i y o Fusa ium wil was explained. This
ela ionship illus a es he e ec o nu ien a ailabili y and he deg ee o mic obios asis,
wo key ac o s in his pa hosys em. Mic obial popula ions in ol ed in supp essi eness
we e celluloly ic and oligo ophic ac inomyce es, ungi, and he a ios celluloly ic
ac inomyce es/celluloly ic bac e ia, oligo ophic bac e ia/copio ophic bac e ia, and
oligo ophic ac inomyce es/oligo ophic bac e ia. Based on communi y le el physiological
p o iles, di e en communi y s uc u es we e e iden among g ow h media e alua ed.
Keywo ds: Fusa ium oxyspo um . sp. lycope sici, Lycope sicon esculen um, mic obial
ac i i y, pH, communi y le el physiological p o iles, Biolog, biological con ol
Bo e o, C., 3, Phy opa hology
Fusa ium wil diseases, caused by pa hogenic o mae speciales o he soil-inhabi ing ungus
Fusa ium oxyspo um (Sacc.) Snd. & Hans., cause se e e losses in a wide a ie y o c op
plan s including oma o (Lycope sicon esculen um Mill.). This pa hogen occu s h oughou
mos oma o g owing a eas and de as a es he c op. Fusa ium- esis an cul i a s ha e been
a ailable o decades and p o ide some deg ee o con ol; howe e , he occu ence and
de elopmen o new pa hogenic aces is a con inuing p oblem. The e a e no comme cially
accep able oma o cul i a s wi h adequa e esis ance (28). In addi ion, he esu gen in e es
in plan ing hei loom and o he suscep ible oma o cul i a s has inc eased he incidence o
Fusa ium wil . E ec i e soil ungicide ea men s o his disease a e also una ailable.
Di icul ies in con olling Fusa ium wil ha e s imula ed he sea ch o biocon ol sys ems.
The na u e o soils and compos s ha a e supp essi e o Fusa ium wil is he esul o
complex in e ac ions be ween he abio ic cha ac e is ics o he media and mic obial
popula ions (1, 2, 21, 60). Nume ous biocon ol agen s ha e been iden i ied in hese soils
and compos s (21, 60). Un o una ely, he in oduc ion o biocon ol agen s has p o ided
inconsis en esul s (59). G ow h media o mula ed wi h compos s such as ha dwood ba k
(9, 55), pine ba k (8, 42, 44), popla ba k (16), wood sha ings (8), co k (54), g ape ma c
(54), oli e pumice (44), ca le manu e (45), sewage sludges (11), and e micompos (16,
51, 52) can supp ess Fusa ium wil . Se e al o hese ha e been used success ully o
consis en biological con ol, pa icula ly o con aine ized c ops (21, 22). The
mic obiological na u e o Fusa ium wil -supp essi eness o mos o hese compos -
amended g ow h media has been demons a ed (8, 9, 11, 16, 22, 42, 43, 45, 47, 51, 54, 55).
The ole o nu i ional ac o s in wil -supp essi eness has also been sugges ed (11, 22, 42,
55). Fo some compos s, i has been demons a ed ha ungi oxic subs ances a e no
in ol ed (43, 45, 47, 51).
Bo e o, C., 4, Phy opa hology
The main pu pose o his s udy was o de e mine he ela ionship be ween bio ic and abio ic
p ope ies o g ow h media and he se e i y o Fusa ium wil in o de o p edic disease
supp essi eness o g ow h media. In addi ion, nu ien a ailabili y, nu ien s a us o plan s
and mic obial di e si y we e e alua ed a he conclusion o he expe imen s in o de o
unde s and possible mechanisms in ol ed in he supp essi e phenomena. Fo his pu pose,
wo Fusa ium supp essi e compos s, which can be used as plan g ow h media, we e
compa ed wi h wo s anda d g ow h media.
MATERIALS AND METHODS
Plan g ow h media. Two esidues om ag icul u al and indus ial was es we e compos ed
and e alua ed o Fusa ium wil supp ession: co k compos (CC) om co k (Que cus sube
L.) p oduc ion and g ape ma c compos (GMC) om he alcohol-p oducing indus y (g ape
skins, seeds and s ems). Bo h was es we e compos ed as desc ibed elsewhe e (54).
Compos s we e compa ed o Sphagnum ligh pea (P) (Klasmann, Valinex, Palle e , Spain)
and expanded e miculi e (V) (Ve miculi a y de i adas, Gijón). Pea was neu alized wi h 4
g pe li e CaCO3. To de e mine he ole o mic o lo a in supp ession, he wo compos s
also we e hea ed o 60ºC o 6 days, (CC-60, GMC-60).
Assessmen o disease se e i y. Disease supp essi e p ope ies o plan g ow h media
we e measu ed by a Fusa ium wil bioassay desc ibed elsewhe e (11). To s anda dize ini ial
condi ions, he g ow h media we e incuba ed a a wa e ension o 1000 Pa (adjus ed o
weigh ) o 14 days a 25ºC. Liquid cul u e, 500 ml 1% mal ex ac (Sigma Chemical
Company, S Louis, MO), o Fusa ium oxyspo um . sp. lycope sici ace 2, isola e RAF 70
ob ained om an in ec ed oma o plan s (FOL-2) was p epa ed and g own wi h con inuous
Bo e o, C., 5, Phy opa hology
agi a ion (130 pm) o 10 days a 25ºC. Conidia we e eco e ed by cen i uga ion a 5,000
pm, o 15 min, (Selec a Medi ige BL-S, Ab e a, Spain) and insed wice wi h s e ile
dis illed wa e . The concen a ion o conidia was de e mined wi h a hemocy ome e . The
six plan g ow h media we e in es ed wi h FOL-2 (105 mic oconidia/cm3 plan g ow h
medium), mixed igo ously and pou ed in o 9-cm-diam. plas ic po s (330-cm3 olume).
Po s o g ow h media wi hou FOL-2 we e p epa ed as con ols. Fou oma o seedlings (1
o 2 ue lea s age) g own in s e ile e miculi e we e ansplan ed in o each po . Plan s
we e i iga ed as needed and e ilized wi h a nu ien solu ion con aining: 0.5 g/li e Pe e ’s
olia eed 27-15-12 (Sco s, Hee len, The Ne he lands), 0.6 g/li e CaCl2 and 0.696 g/li e
MgSO4.7H2O (pH 5.68). Plan s we e g own in a g ow h chambe (25ºC, 280 μE/m2/s PAR
in ensi y, 16:8 h ligh : da k pho ope iod and 60% RH). Bioassays we e epea ed a leas
h ee imes wi h ou plan s pe po and i e po s pe ea men . T ea men s we e a anged
in a andomized block design. Disease se e i y was moni o ed a 2-day in e als o 25
days a e plan ing, and was sco ed based on a symp om se e i y scale whe e: 0 =
asymp oma ic plan s; 1 = weakly in ec ed plan s (≤ 50% o lea es chlo o ic o wil ed); 2 =
highly in ec ed plan s (> 50% o lea es wil ed bu plan s no dead) and 3 = dead plan s
(11). Disease se e i y was exp essed as p opo ion o he maximum possible disease
se e i y. A each disease assessmen , he mean o disease se e i y pe po was calcula ed.
The a ea-unde - he-disease-p og ess-cu e-s anda dized (AUDPCs) pe po was calcula ed
by disease se e i y in eg a ed be ween symp oms onse and bioassay inal ime and
di iding by he o al du a ion (days) o he epidemic in each bioassay, in o de o compa e
he a ious bioassays, which had a a ie y o epidemic du a ions. A he end o he
bioassays, mean alues pe po ( ou plan s) o he ela i e-leng h-o - he-s em-wi h-b own-

Bo e o, C., 6, Phy opa hology
xylem (RLSBX), and he esh and d y weigh o lea es and s ems means pe po we e
eco ded. These alues pe po we e conside ed as eplica es o each obse ed a iable.
Physical and physico-chemical p ope ies o g ow h media. The bulk densi y (BD) o
he plan g ow h media was de e mined acco ding o De Boo e al. (13). Elec ical
conduc i i y (EC) and pH o media we e measu ed in a wa e ex ac (2:1; ol / ol), as
desc ibed by Bun (6) and Gab iëls e al. (15), espec i ely. Physical and chemical a iables
o he g ow h media we e de e mined a he beginning o he bioassays. The pH also was
measu ed a he end o each bioassay. Th ee samples we e analyzed o each g ow h
medium.
Nu ien a ailabili y and nu ien s a us o plan s. Plan g ow h media samples (50 g)
we e collec ed om he po s and ex ac ed wi h ammonium ace a e 0.5 M (pH 4.65). Plan
samples (0.25 g d y weigh ) om all ea men s we e incine a ed a 550ºC o 8 h and
dissol ed in 20 ml 1N HCl, il e ed as necessa y and s o ed a 4ºC un il analysis. Calcium,
magnesium, i on, coppe , manganese and zinc we e de e mined by a omic abso p ion
spec oscopy (63) and sodium and po assium we e analyzed by a omic emission
spec ome y (63). Phospho ous was measu ed wi h colo ime y (37), ni a e (plan g ow h
media) wi h e lec ome y (RQ lex Me ck, Da ms ad , Ge many) (50) and bo on (plan s)
wi h colo ime y (31). To al ni ogen in plan s was measu ed wi h Kjeldahl diges ion,
modi ied o include ni a es, and ammonium was subsequen ly de e mined wi h colo ime y
(36). All analyses we e pe o med wi h h ee samples o plan s and wo samples o plan
g ow h media om one o he h ee bioassays, a he end o he expe imen .
Bo e o, C., 7, Phy opa hology
Biological cha ac e is ics o g ow h media. All de e mina ions we e pe o med in
incuba ed g ow h media a he beginning o bioassays, excep o mic obial di e si y.
Mic obial biomass. Th ee echniques we e used o assess mic obial biomass: i) phospha es
om phospholipids, (10) wi h diges ion as desc ibed by Van Veldho en and Mannae s
(57) and phospha e de e mina ion wi h colo ime y (37); ii) umiga ion-ex ac ion, based on
he es ima ion o cell ca bon by ex ac ion wi h saline solu ion o umiga ed and
non umiga ed samples and hei con e sion o biomass (46); and iii) ac idine o ange di ec
coun ing (AODC) echnique which was pe o med by coun ing cells om an aqueous
ex ac ion wi h an epi luo escence mic oscope (30). The aqueous ex ac ion was il e ed
h ough 0.2 μm po e-size black polyca bona e memb anes (Isopo e, Millipo e Ibe ica S.A.,
Mad id, Spain). Coun ing was pe o med a 1,250 x wi h a minimum o 400 cells pe il e .
Con ols we e coun ed also in s e ile wa e . Th ee samples we e analyzed o each plan
g ow h medium excep o hose ha we e hea ed.
Mic obial ac i i y. Mic obial ac i i y was es ima ed by measu ing β-glucosidase ac i i y.
This me hod is based on colo ime ic de e mina ion o he p-ni ophenol eleased by β-
glucosidase when he plan g ow h medium was incuba ed wi h p-ni ophenil-β-D-
glucoside (pH 6.0). The p-ni ophenol eleased was ex ac ed by il a ion and de e mined
colo ime ically. β-glucosidase ac i i y was measu ed acco ding o Bandick and Dick (4).
Two samples we e analyzed o each plan g ow h medium.
Mic obial di e si y. The densi y o cul i able g oups o bac e ia and ungi associa ed wi h
biocon ol phenomena was de e mined by dilu ion pla ing on semi-selec i e media
acco ding o Tui e e al. (56) wi h modi ica ions. Samples we e aken om he
hizosphe e a he end o bioassays. Plan g ow h media (5 o10 g) we e suspended in 250
Bo e o, C., 8, Phy opa hology
ml o 0.1% sodium py ophospha e. The suspension was shaken and en old dilu ion se ies
we e p epa ed wi h 0.1% wa e aga . Suspensions we e pipe ed on o h ee pla es pe
cul u e medium and dilu ion. Fou o i e dilu ions pe se ies we e placed on pla es. Fo
isola ion o copio ophic bac e ia, Bacillus spp., luo escen Pseudomonas spp.,
oligo ophic and celluloly ic bac e ia and ac inomyce es, 100 μg o cycloheximide was
subs i u ed o 10 μg o benomyl pe ml (Ene gía e Indus ias A agonesas, S.A., Mad id)
and 0.3 μl o P e icu (P opamoca b, 72.2%, Sche ing, Alcáce , Spain) pe ml. Fungal
coun s we e made on po a o dex ose aga amended wi h 1,000 ppm o Te gi ol-7 (Fluka
Chemie AGB, Buchs, Swi ze land) and 50 μg o oxy e acycline hyd ochlo ide (Sigma
Chemical Company, S Louis, MO) (10). Da a o popula ion densi y was no malized by
na u al log (Ln) ans o ma ions. Analyses we e pe o med wice wi h one sample pe each
con ol and each in es ed plan g ow h medium om each o he wo bioassays.
Communi y le el physiological p o iles (CLPPs). Eco-mic opla es (Biolog Inc., Haywa d,
CA) we e used o de e mine di e ences in physiological abili ies o he mic obial
communi ies om di e en plan g ow h media and he simila i ies be ween hese
communi ies and he pa hogen. The mic opla es con ained 96 wells wi h 31 ca bon sou ces
plus con ol, wi h h ee eplica es each, as has been p oposed o communi y
cha ac e iza ion in en i onmen al samples (25). The g ow h media ex ac ion me hod was
pe o med acco ding o Insam e al. (26). Popula ion cell densi y was de e mined by AODC
o s anda dize he inoculum densi y. The densi y o FOL-2 conidia in suspension was
de e mined by hemocy ome e . Fi e eco-mic opla es we e inocula ed o plan g ow h
medium suspensions and h ee o FOL-2 conidial suspension. The mic opla es we e
incuba ed in da kness a 25ºC o 5 days. Colo o ma ion was measu ed wi h a mic opla e
eade (Labsys em Mul iskan MS, Helsinki, Finland) a 590 nm and eadings we e made a
Bo e o, C., 9, Phy opa hology
12-h in e als. Fo he analysis, he a e age abso bance o he con ol wells in each pla e
was sub ac ed om ha o wells con aining he same C-sou ce. Nega i e alues we e
conside ed as ze o. Mic obial communi y di e si y was calcula ed wi h hese da a using
Shannon (48) and Gini (19) indices o compa e unc ional di e si y o mic obial
communi ies. Fo u he analysis o Biolog da a, a Riemann’s sum o each C-sou ce was
calcula ed om all eadings aken du ing he 5 days o incuba ion (49). The ans o med
da a we e subjec ed o p incipal componen analysis (PCA) (17), and dis ances in Euclidean
space om he i s i e p incipal componen s we e calcula ed (24).
S a is ical analysis. Da a collec ed om all ials we e analyzed wi h S a g aphics Plus,
Ve sion 6 (SGS, 1999). The e ec o g ow h medium on AUDPCs, pH, EC, bulk densi y,
nu ien a ailabili y, nu ien s a us in plan s and biological cha ac e is ics o con aine
medium we e analyzed wi h ANOVA. Signi ican means we e compa ed by Tukey’s whole
signi ican di e ence es (P = 0.05). O e all ela ionships be ween AUDPCs and
con inuous measu ed a iables we e analyzed wi h eg ession analysis.
RESULTS
Supp essi eness o plan g ow h media. Fusa ium wil was supp essed mos e ec i ely
wi h GMC, wi h mo e han a 92% educ ion in AUDPCs and RLSBX han in pea o
e miculi e. Media CC, GMC-60 and CC-60 we e in e media e and P and V we e he mos
conduci e g ow h media (Fig. 1A). The hea ed compos s had educed supp essi e abili y;
howe e , GMC-60 main ained mode a e le els o supp essi eness compa ed wi h P and V
(Fig. 1A, B). Medium CC-60 was no di e en om P o disease se e i y measu ed by
RLSBX (Fig 1B). A an inoculum concen a ion o 1x104 mic oconidia / cm3 plan g ow h
Bo e o, C., 16, Phy opa hology
Py enochae a lycope sici. O he s ong nega i e co ela ions ela ed o supp essi e
phenomena ound in his s udy in ol ed oligo ophic ac inomyce es, oligo ophic
ac inomyce es / oligo ophic bac e ia and oligo ophic bac e ia / copio ophic bac e ia,
Tui e e al. (56) ound highe oligo ophic popula ions in g ow h media ha we e
supp essi e o , a he han conduci e o, R. solani. Oh a and Ha o y (41) sugges ed ha
oligo oph li e is associa ed wi h cellulose decompose s on o ganic deb is. Ou esul s
ega ding he nega i e co ela ion o ungi popula ions and AUDPCs a e also in ag eemen
wi h hose o o ganic household was e compos s supp essi e o R. solani (56). On he
o he hand, Ku e e al. (32) ound no di e ences in o al numbe s o ungi o ha dwood
ba k compos s ha we e supp essi e and non-supp essi e o Rhizoc onia damping-o ;
howe e , he e we e quan i a i e di e ences in he ela i e abundance o ce ain axa which
sepa a ed supp essi e om conduci e media amended wi h ha dwood ba k compos . The
high popula ion densi ies o Bacillus spp. associa ed wi h he wo compos s, ei he na u al
o hea ed (Table 7), may accoun o he supp essi eness in ou compos s. Simila ly in a
s udy on po ing mix amended wi h chicken manu e, high popula ions densi ies o Bacillus
spp. we e associa ed wi h he su i al o seedlings in es ed wi h Phy oph ho a cinnamomi
(3). The high popula ion densi ies o luo escen Pseudomonas spp. in CC (con ols) may
be in ol ed in he supp essi eness o his ma e ial (2, 14).
The communi y s uc u es o he plan g ow h media s udied we e di e en a he beginning
o he bioassays, based on communi y le el physiological p o iles, he simila ca abolic
po en ial o CC mic obial communi ies and FOL-2, oge he wi h he lowe di e si y index
and he highe β-glucosidase ac i i y and AOCD mic obial biomass, sugges a high
compe i ion o C-sou ces. These esul s, along wi h he low le el o disease supp ession o
hea ed CC, sugges ha con ol is biological, and basically conce ns compe i ion be ween

Bo e o, C., 17, Phy opa hology
F. oxyspo um and endogenous mic obial communi ies. Al hough he high biological
di e si y ound in e miculi e is no ewo hy, i s e y low mic obial ac i i y and biomass
should no be o e looked. The high di e si y ound o his ino ganic ma e ial can be
explained by he ac ha e miculi e is almos o ally s e ile p io o use. The p ima y
sou ce o mic oo ganisms in his medium is p obably handling p ocesses, al hough ae ial
ansmission may also play a ole (7). Highe di e si y canno explain disease con ol in
his s udy, as e idenced by he Shannon di e si y index be ween he conduci e pea and he
supp essi e g ape ma c compos and he lowe 1-G and Shannon index o he supp essi e
co k compos wi h espec o pea . Thus, ou esul s a e in ag eemen wi h hose o Boehm
e al. (5) o con ol o Py hium oo o , bu no wi h hose o Ni a (39) o Toyo a e al.
(53), whe e lowe di e si y was associa ed wi h conduci eness o b own s em o o bean
and Fusa ium wil o adish, espec i ely.
In conclusion, he s ong ela ionship ound a he beginning o he bioassays o AUDPCs
wi h pH o g ow h media and β-glucosidase ac i i y o mic obial popula ions suppo s i s
p edic i e alue. The pH e lec ed he a ailabili y o ino ganic nu ien s, in his mul iple
co ela ion. Fo Fusa ium wil con ol, he impo ance o a ailabili y o speci ic nu ien s is
demons a ed by e ili y managemen (27) and by he biocon ol induced o Fe
compe i ion by luo escen Pseudomonas (2, 14). Based on ou esul s, mic obial
compe i ion (measu ed as β-glucosidase ac i i y), especially o he C-sou ce p esen in he
media and oo exuda es (33, 38, 60), plays a signi ican ole in disease supp ession. The
mic obial communi y ac s as a nu ien sink ha is independen o he mic obial communi y
s uc u e in his s udy. Fu u e esea ch may p o ide addi ional in o ma ion ha would allow
Bo e o, C., 18, Phy opa hology
us o gene alize he ela ionships be ween pH and β-glucosidase ac i i y as p edic i e
a iables o he supp essi eness o o he g ow h media and o he Fusa ium wil diseases.
ACKNOWLEDGEMENTS
This esea ch was suppo ed by g an IFD97-1322-C04 om he Comisión In e minis e ial
de Ciencia y Tecnología (P oyec os I+D del P og ama FEDER) and by g an AGL2002-
04313-C03 om he Minis e io de Ciencia y Tecnología (P oyec os I+D del Plan Nacional
de In es igación Cien í ica, Desa ollo e Inno ación Tecnológica) o Spain. We hank S.
Cas illo, M. C. Mau i and M .J. In an es o excellen echnical assis ance and D . H. A. J.
Hoi ink o kindly e iewing he manusc ip .
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Fig 1. S anda dized a ea unde disease p og ess cu e (AUDPCs) and ela i e leng h o
s em wi h b own xylem (RLSBX) o oma o plan s in six g ow h media. CC: compos ed
co k; CC-60: hea ed compos ed co k; P: pea ; V: e miculi e; GMC: g ape ma c compos ;
GMC-60; hea ed g ape ma c compos . Disease se e i y scale was 0: asymp oma ic plan s,
1: ≤ 50% a ec ed lea es, 2: > 50% a ec ed lea es, 3: dead plan s. Plan g ow h media
we e in es ed wi h Fusa ium oxyspo um . sp. lycope sici ace 2 a he dose o 1 x 105
mic oconidia / cm3. Da a o AUDPCs and RLSBX we e ans o med o analysis wi h he
a csine √x. Ba s wi h he same le e a e no signi ican ly di e en acco ding o Tukey's es
a P < 0.05. S anda d e o o he mean is indica ed by e ical line.
Fig 2. Co ela ion (mul iple) be ween s anda dized a ea unde disease p og ess cu e
(AUDPCs), β-glucosidase ac i i y and pH, eco e ed om six plan g ow h media a he
beginning o bioassays. These g ow h media we e in es ed wi h Fusa ium oxyspo um . sp.
lycope sici ace 2 a 1 x 105 mic oconidia / cm3. CC: compos ed co k; CC-60: hea ed
compos ed co k; P: pea ; V: e miculi e; GMC: g ape ma c compos ; GMC-60; hea ed
g ape ma c compos . Disease se e i y scale was 0: asymp oma ic plan s, 1: ≤ 50% a ec ed
lea es, 2: > 50% a ec ed lea es, 3: dead plan s.
Fig 3. O dina e plo o p incipal componen s (PC1 and PC2) o mic obial communi ies o
six plan g ow h media a beginning o bioassay and Fusa ium oxyspo um . sp. lycope sici
(FOL-2) acco ding o Biolog pa e n. CC: compos ed co k; P: pea ; V: e miculi e; GMC:
g ape ma c compos .
Bo e o, C., 25, Phy opa hology
Plan g ow h medium
CC CC-60 P V GMC GMC-60
RLSBX AUDPCs
0.0
0.1
0.2
0.3
0.4
0.5
0.6
aa
b
d
bc
c
ab
a
c
0.0
bc
d
c
A
B
0.2
0.4
0.6
Fig 1.
Bo e o, C., 32, Phy opa hology
Table 5. Nu ien s a us o oma o lea es and s ems g own in six plan g ow h media a he end o bioassay. Plan g ow h media
we e in es ed wi h Fusa ium oxyspo um . sp. lycope sici ace 2 a 1 x 105 mic oconidia / cm3
N P K Mg Ca Na Fe Cu (10-2) Zn Mn B (10-5)
mg nu ien / g d y plan a
Plan g ow h
medium
b
CC 15.588 bc 21.106 bc 24.261 cd 7.964 ab 31.398 a 1.931 b 0.112 cd 1.173 ab 0.071 bc 0.125 bc 4.129 b
CC-60
17.248
abc
24.588 a 27.893 bc 6.110 cd 31.237 a 1.930 b 0.157 bc 1.601 a 0.127 a 0.306 a 4.469 ab
P 22.775 a 24.567 a 22.483 cd 4.590 d 26.552 ab 2.030 b 0.310 a 1.543 a 0.094 ab 0.120 bc 4.155 b
V 21.616 ab 23.235 ab 20.025 d 8.953 a 22.076 b 3.276 a 0.240 ab 1.806 a 0.062 c 0.103 c 4.208 ab
GMC 9.728 d 17.849 c 34.268 ab 7.176 bc 25.965 ab 1.166 c 0.093 d 0.897 b 0.072 bc 0.084 d 4.155 b
GMC-60 14.357 c 20.603 bc 41.617 a 7.133 bc 27.149 ab 1.507 bc 0.125 cd 1.425 a 0.125 a 0.145 b 4.704 a
a Analysis o a iance was pe o med wi h ans o med da a: 1/x o Fe, Cu and Mn and Ln(x) o N o ob ain a cons an
a iance. Wi hin each, alues ollowed by di e en le e s a e signi ican ly di e en based on Tukey's es a P < 0.05.
b CC: compos ed co k; CC-60: hea ed compos ed co k; P: pea ; V: e miculi e; GMC: g ape ma c compos ; GMC-60; hea ed
g ape ma c compos .

Bo e o, C., 33, Phy opa hology
Table 6. Co ela ion (simple) among AUDPCs and nu ien a ailabili y o plan g ow h media
(mg o nu ien s / cm3 plan g ow h medium) and oma o plan s (mg o nu ien s /g d y weigh ) a
he end o he bioassay
Elemen R2 P b Equa ion
Plan g ow h media
AUDPCs a
Na 81.36 -0.902 * AUDPCs = 0.54 – 2.04 * Na
Cu 77.23 0.879 * AUDPCs = -0.006 + 12.96 * √Cu
Ca 77.16 -0.878 * AUDPCs = 0.58 – 0.20 * Ln (Ca)
Toma o plan s
AUDPCs a
Fe
98.54
-0.993
***
AUDPCs = 0.65 - 0.06 / Fe
N
97.24
-0.986
**
AUDPCs = e ( 1.29 - 45.14 / N )
Cu
93.01
-0.964
**
AUDPCs= e ( 1.85 - 0.05 / Cu )
P
87.69
-0.936
**
AUDPCs = e ( 5.56 - 155.53 / P )
Na
78.74
-0.887
*
AUDPCs = e ( 1.02 – 4.68 / Na )
a The six plan g ow h media we e inocula ed wi h Fusa ium oxyspo um . sp. lycope sici ace 2
a 1 x 105 mic oconidia / cm3.
b Signi icance le els: P < 0.05 *, P < 0.01 ** and P < 0.001 ***.
Bo e o, C., 34, Phy opa hology
Table 7. Mic obiological p ope ies o plan g ow h media a he end o he bioassay. Con ol: nonin es ed media and in es ed:
Fusa ium oxyspo um . sp. lycope sici ace 2 a 1 x 105 mic oconidia / cm3
x 105 CFU / cm3 plan g ow h medium a
G ow h media b
CONTROLS
ca b c p cb oa ob
CC
0.1120 ab
3.111 c
2863 ab
16.17 a
336.3 ab
2.596 b
1329 a
0.3523 bc
CC-60
0 b
33.63 b
3686 ab
0.0075 c
1093 a
9.263 b
3519 a
1.993 ab
P
0.0373 ab
0.122 d
1902 b
0.0886 bc
227.5 ab
0.8007 c
504.1 a
1.574 ab
V
0 b
7.480 d
5956 ab
0.2689 bc
135.2 b
0.0787 d
2299 a
0.5135 bc
GMC
4.824 a
19.99 b
3781 ab
0.3026 b
2127 a
44.21 a
2728 a
7.270 a
GMC-60
ND c
137 a
9225 a
0.0238 c
402.7 ab
2.878 b
2687 a
0.0923 c
G ow h media
INFESTED
CC
0 b
8.766 ab
6646
1.109 ab
1083
2.651 b
3679
0.9636 b
CC-60
0 b
32.07 ab
9311
0.7774 ab
688.0
1.354 b
6206
0.4951 b
P
0 b
1.478 bc
4526
0.0290 b
671.4
1.082 b
2089
0.5765 b
V
0 b
0.123 c
1799
0.0638 ab
227.0
0.0023 c
1377
0.2788 b
GMC
1.599 a
25.31 a
3734
0.2308 ab
512.5
49.24 a
4454
3.706 a
GMC-60
0 b
90.62 a
5494
2.5614 a
597.6
1.973 b
4201
2.434 b
a ca: celluloly ic ac inomyce es, b: Bacillus spp., c: copio ophic bac e ia, p: luo escen Pseudomonas spp., cb: celluloly ic
bac e ia, oa: oligo ophic ac inomyce es, ob: oligo ophic bac e ia, : ungi. Wi hin each, alues ollowed by di e en le e s a e
signi ican ly di e en based on Tukey's es a P < 0.05. Analysis o a iance was pe o med wi h ans o med da a in Ln(x). Fo
celluloly ic ac inomyce es (2m)-1, m = nº eplica e was added o ob ain no malized da a.
b CC: compos ed co k; CC-60: hea ed compos ed co k; P: pea ; V: e miculi e; GMC: g ape ma c compos ; GMC-60; hea ed
g ape ma c compos .
c ND: no de e mined.
Bo e o, C., 35, Phy opa hology
Table 8. Co ela ion (simple) among AUDPCs and di e en mic oo ganisms eco e ed
om g ow h media (CFU / cm3 plan g ow h medium)
Mic oo ganism
g oup
b
R2 P c Equa ion
AUDPCs a
oa 99.31 0.996 *** AUDPCs = 1/(2.8635+5.8 10-6·oa)
oa/ob 99.12 0.996 *** AUDPCs = 1/(2.6899+2586.12·oa/ob)
ca 98.50 0.992 *** AUDPCs = 1 / ( 3.694 + 0.172 10-3 ca)
ca/cb 98.50 0.992 *** AUDPCs = 1/(3.6939+8829.72·ca/cb)
80.68 -0.898 * AUDPCs = e(-0.6941-0.0000064· )
ob/c 68.90 -0.830 * AUDPCs = e(-0.7444-3.1961· ob/c)
a The six plan g ow h media we e in es ed wi h Fusa ium oxyspo um . sp. lycope sici ace
2 a 1 x 105 mic oconidia / cm3.
b oa: oligo ophic ac inomyce es, ob: oligo ophic bac e ia, ca: celluloly ic ac inomyce es,
cb: celluloly ic bac e ia, : ungi, c: copio ophic bac e ia.
c Signi icance le els: P < 0.05 *, P < 0.01 ** and P < 0.001 ***.