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 ***.