growth characteristics ofthe thermophilic fungus ... · scytalidium therrnophilum is an important...

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APPLIED AND ENVIRONMENTAL MICROBIOLOGY, Apr. 1992, p. 1301-1307 0099-2240/92/041301-07$02.00/0 Copyright ©D 1992, American Society for Microbiology Growth Characteristics of the Thermophilic Fungus Scytalidium thermophilum in Relation to Production of Mushroom Compost W. M. WIEGANT Division of Industrial Microbiology, Wageningen Agricultural University, P. O. Box 6189, 6700 EV Wageningen, The Netherlands Received 30 October 1991/Accepted 17 January 1992 Scytalidium therrnophilum is an important thermophilic fungus in the production of mushroom compost. I investigated the characteristics of this organism and present a simple model with which fungal growth in compost can be described. The model is used to predict better circumstances for rapid indoor production of mushroom compost. I conclude that inoculation of the starting material with prepared compost either before or after the pasteurization phase has only a minor effect on the shortening of the composting process. This is because the initial growth rate of the fungus is much higher than its growth rate later. A lower temperature (53.5°C instead of the usual 56 to 58°C) during the pasteurization phase may be most profitable for rapid compost production; such a temperature may reduce the time that is needed for the last phase of the production process by at least 1 day. The production of compost for the growth of the edible mushroom Agaricus bisporus consists of an uncontrolled outdoor composting process, which takes about 10 days, followed by an indoor, temperature-controlled process (12, 23). Horse manure, straw, chicken manure, gypsum, and water are thoroughly mixed and put on a static pile for 5 days, and then this mixture is piled for another 5 days in windrows. In the indoor phase, first a temperature of 56 to 58°C is maintained for 12 to 20 h and then a temperature of 46 to 48°C is maintained for 4 to 5 days (12). The first indoor period, which is generally referred to as pasteurization, is used to kill off microorganisms that are pathogenic to the mushroom (12). The second indoor period is believed to promote the selectivity of the compost (that is, the ability of the compost to allow growth of the mushroom mycelium without adverse effects caused by competing organisms) (12). Thermophilic fungi play a very important role in mush- room composting. These organisms grow optimally at tem- peratures of more than 40°C (8). The temperature optima of many species are around 45 to 50°C (7, 8, 13, 18), and the maximum growth temperature is less than 60°C for all species (8, 18), although the spores may survive at higher temperatures (10). Thermophilic fungi grow massively dur- ing the last phase of the composting process, from spores that have survived the pasteurization process (21). They are believed to contribute significantly to the quality of the compost (19-21). The effects of these fungi on the growth of the mushroom mycelium have been described at three dis- tinct levels. First, these fungi decrease the concentration of ammonia in the compost (19), which otherwise would coun- teract the growth of the mushroom mycelium. Second, they immobilize nutrients in a form that apparently is available to the mushroom mycelium (11). And third, they may have a growth-promoting effect on the mushroom mycelium, as has been demonstrated for Scytalidium thermophilum and for several other thermophilic fungi (21). S. thennophilum, which is considered to be closely related to (9) or even conspecific with (21) Humicola species, also has been shown to be the most abundant thermophilic fungus in mushroom compost (6, 21). The frequency of this organism in mush- room compost has been reported to be positively correlated with the mushroom yield from the compost (21). For reasons of environmental protection, it might be useful to develop a completely indoor composting process in which gaseous compounds (namely, NH3 and odorous com- pounds) can be removed from the waste gas. It is quite obvious that shortening the composting process is the first requirement for achieving a feasible fully indoor composting process. Attempts to decrease the time that is necessary to produce a highly productive compost should profit from a better understanding of the behavior of thermophilic fungi in the mushroom compost. Inoculation of composting material may have a profound effect on the species composition of the microbial biomass in the compost (3). Apparently, such inoculation does not drastically change the rate of conver- sion of compost (16), although it may shorten the time that is needed for self-heating (2). In this work I investigated the characteristics of the thermophilic fungus S. thennophilum, because this organism plays a predominant role in mush- room composting. The aim of this investigation was to include the parameters obtained in a model which describes the growth of the thermophilic fungi in compost, allowing predictions for improving current composting techniques to be made. THEORY Koch (14) has provided a model which describes the growth of fungi. This model is based on a logistic growth curve, given by: M = L x (Xe - Xt)/Xe (1) where M is the specific growth rate, L is the maximum specific growth rate, X, is the amount of biomass present, and Xe is the carrying capacity of the substrate, which is defined as the maximum possible amount of biomass that can be formed on that substrate. There seems to be a maximum rate at which the biomass can grow in mushroom compost, as shown below. 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Page 1: Growth Characteristics ofthe Thermophilic Fungus ... · Scytalidium therrnophilum is an important thermophilic fungus in the production ofmushroomcompost. I investigated the characteristics

APPLIED AND ENVIRONMENTAL MICROBIOLOGY, Apr. 1992, p. 1301-13070099-2240/92/041301-07$02.00/0Copyright ©D 1992, American Society for Microbiology

Growth Characteristics of the Thermophilic FungusScytalidium thermophilum in Relation to

Production of Mushroom CompostW. M. WIEGANT

Division of Industrial Microbiology, Wageningen Agricultural University,P.O. Box 6189, 6700 EV Wageningen, The Netherlands

Received 30 October 1991/Accepted 17 January 1992

Scytalidium therrnophilum is an important thermophilic fungus in the production of mushroom compost. Iinvestigated the characteristics of this organism and present a simple model with which fungal growth incompost can be described. The model is used to predict better circumstances for rapid indoor production ofmushroom compost. I conclude that inoculation of the starting material with prepared compost either beforeor after the pasteurization phase has only a minor effect on the shortening of the composting process. This isbecause the initial growth rate of the fungus is much higher than its growth rate later. A lower temperature(53.5°C instead of the usual 56 to 58°C) during the pasteurization phase may be most profitable for rapidcompost production; such a temperature may reduce the time that is needed for the last phase of the productionprocess by at least 1 day.

The production of compost for the growth of the ediblemushroom Agaricus bisporus consists of an uncontrolledoutdoor composting process, which takes about 10 days,followed by an indoor, temperature-controlled process (12,23). Horse manure, straw, chicken manure, gypsum, andwater are thoroughly mixed and put on a static pile for 5days, and then this mixture is piled for another 5 days inwindrows. In the indoor phase, first a temperature of 56 to58°C is maintained for 12 to 20 h and then a temperature of46 to 48°C is maintained for 4 to 5 days (12). The first indoorperiod, which is generally referred to as pasteurization, isused to kill off microorganisms that are pathogenic to themushroom (12). The second indoor period is believed topromote the selectivity of the compost (that is, the ability ofthe compost to allow growth of the mushroom myceliumwithout adverse effects caused by competing organisms)(12).Thermophilic fungi play a very important role in mush-

room composting. These organisms grow optimally at tem-peratures of more than 40°C (8). The temperature optima ofmany species are around 45 to 50°C (7, 8, 13, 18), and themaximum growth temperature is less than 60°C for allspecies (8, 18), although the spores may survive at highertemperatures (10). Thermophilic fungi grow massively dur-ing the last phase of the composting process, from sporesthat have survived the pasteurization process (21). They are

believed to contribute significantly to the quality of thecompost (19-21). The effects of these fungi on the growth ofthe mushroom mycelium have been described at three dis-tinct levels. First, these fungi decrease the concentration ofammonia in the compost (19), which otherwise would coun-

teract the growth of the mushroom mycelium. Second, theyimmobilize nutrients in a form that apparently is available tothe mushroom mycelium (11). And third, they may have a

growth-promoting effect on the mushroom mycelium, as hasbeen demonstrated for Scytalidium thermophilum and forseveral other thermophilic fungi (21). S. thennophilum,which is considered to be closely related to (9) or even

conspecific with (21) Humicola species, also has been shownto be the most abundant thermophilic fungus in mushroom

compost (6, 21). The frequency of this organism in mush-room compost has been reported to be positively correlatedwith the mushroom yield from the compost (21).

For reasons of environmental protection, it might beuseful to develop a completely indoor composting process inwhich gaseous compounds (namely, NH3 and odorous com-pounds) can be removed from the waste gas. It is quiteobvious that shortening the composting process is the firstrequirement for achieving a feasible fully indoor compostingprocess. Attempts to decrease the time that is necessary toproduce a highly productive compost should profit from a

better understanding of the behavior of thermophilic fungi inthe mushroom compost. Inoculation of composting materialmay have a profound effect on the species composition of themicrobial biomass in the compost (3). Apparently, suchinoculation does not drastically change the rate of conver-sion of compost (16), although it may shorten the time that isneeded for self-heating (2). In this work I investigated thecharacteristics of the thermophilic fungus S. thennophilum,because this organism plays a predominant role in mush-room composting. The aim of this investigation was toinclude the parameters obtained in a model which describesthe growth of the thermophilic fungi in compost, allowingpredictions for improving current composting techniques tobe made.

THEORY

Koch (14) has provided a model which describes thegrowth of fungi. This model is based on a logistic growthcurve, given by:

M = L x (Xe - Xt)/Xe (1)

where M is the specific growth rate, L is the maximumspecific growth rate, X, is the amount of biomass present,and Xe is the carrying capacity of the substrate, which isdefined as the maximum possible amount of biomass that canbe formed on that substrate. There seems to be a maximumrate at which the biomass can grow in mushroom compost,as shown below. Growth is then better described by:

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APPL. ENVIRON. MICROBIOL.

[L x XtX (Xe-Xt)IXe (if L x Xt < C)dX/dt = IC X (Xe-Xt)IXe (if L xX, > C) (2)

where C is the maximum attainable rate of biomass increase.By using equations 1 and 2 and with X, = X0 at t = 0, a fullgrowth curve can be calculated.The amount of fungal biomass in compost is difficult to

determine. Therefore, the production of CO2 may be a goodmeasure for the development of fungal biomass. Assumingthat CO2 production is associated with growth of the fungi,the equations can be rewritten in terms of CO2 evolution. Byusing A, (the accumulation of CO2 at time t) and Am (themaximum amount of CO2 formed) instead of the amount ofbiomass formed and the carrying capacity, the followingequation is obtained:

(Xe - Xt)/Xe (Am - At)/Am (3)in which the initial biomass is assumed to be low.CO2 production is the result of substrate consumption,

which is assumed to be the result of growth:P =y x -dS/dt = Y x dX/dt = Y x M x X. (4)

where P is the CO2 production rate, y is the conversionfactor between the amount of biomass formed and theamount of substrate (S) used, and Y is the conversioncoefficient between the amount of biomass formed and theamount of CO2 produced.With

K=YxC (5)where K is the maximum attainable CO2 evolution rate, andassuming

Po=LxX,,xY (6)it is possible to calculate the CO2 production rate (P) duringgrowth.The accumulation of CO2 is then described by:

rtAt= fiPdt, whenP at t = 0 isPo (7)

PO, L, Am, and K are the parameters that describe CO2accumulation.A computer calculation of the (hypothetical) biomass was

performed by using PO and equation 6 as a starting point.Subsequently, X, was calculated iteratively via equation 2,using the substitutions from equations 3 and 5 and a dummyvalue for Y. This resulted in nonsense values for X, but hadno effect on the description of CO2 accumulation. CO2accumulation was calculated by using equations 4 and 7.The four parameters PO, L, Am, and K can be measured

individually in simple experiments, but they can also beestimated simultaneously from a single CO2 accumulationcurve.

MATERUILS AND METHODS

Organism. S. thermophilum 15.8 (21) was obtained fromthe Centraal Bureau voor Schimmelcultures, Baarn, TheNetherlands.Media and growth conditions. S. thermophilum was rou-

tinely maintained on solid media containing (per liter) 10 g ofglucose, 5 g of yeast extract, and 15 g of agar. To determinethe specific CO2 production rate, the fungus was grown on amedium containing (per liter) 10 g of glucose, 1 g of malt

extract, 1 g of yeast extract, and 0.2 g of streptomycinsulfate, as well as the nutrients and trace elements describedpreviously (26). For dilution series and storage experiments,a storage solution containing 0.9% NaCl in 1.5 mM phos-phate buffer (pH 7.0) was used. Growth experiments werecarried out at 45°C.Compost. All compost and composting materials were

obtained from a commercial compost factory, Gebr. Theeu-wen BV, in Blitterswijck, The Netherlands. Growth of thefungus during the composting process was simulated byusing starting material for the production of mushroomcompost, which was heat sterilized overnight at 140°C. Aftersterilization, sterile water was added to account for theweight lost because of evaporation. No further additionswere made. This material is referred to below as sterilestarting material. During this study the compost factorytested an experimental production process in which a phase1 composting process was used that lasted only 2 to 4 days;the materials obtained from this production process arereferred to below as experimental materials.

Activity tests. The activity of the fungus was measured byusing an adapted respiration test (1, 24) in which I followedthe CO2 accumulation in samples (2.00 + 0.02 g) of materialin 127-ml serum bottles to which I added 3.0 ml of a solutioncontaining (per liter) 6 g of glucose, 0.6 g of NH4Cl, 1.55 g ofKH2PO4, 0.85 g of NaH2PO4. H20, and (in some cases) 10g of streptomycin sulfate. CO2 accumulation was linear for atleast 3 h. Details of this method have been describedelsewhere (25). All activity tests were carried out at 45°C.Decay experiments. S. thernophilum was pregrown for 5

days at 45'C on sterile starting material. Thereafter therespiration of samples of this material at 45°C was followedas a function of time after incubation at various tempera-tures.

Counts after simulated pasteurization. Mushroom compostwas homogenized by cutting it with scissors into pieces thatwere smaller than 1 cm in any dimension. Pasteurization ofthe compost was simulated by storing samples (1.5 to 2.5 g)to which 1 ml of the storage solution was added for 8 h at58°C. Then 9 ml of the storage solution was added, and aftervigorous shaking dilution series in the same solution wereprepared. Counts of propagules of thermophilic fungi wereobtained by plating dilutions onto malt extract agar (Difco)containing streptomycin (100 mg/liter), chloramphenicol (200mg/liter), and penicillin G (100 U/ml) (22) to prevent growthof bacteria. The preparations were incubated at 45°C. Thefungal propagules which were counted were assumed to bespores. No attempts were made to identify the thermophilicfungi.

Specific CO2 production rate. CO2 production by S. ther-mophilum in liquid cultures was followed during nearlyexponential growth in a shaking water bath at 45°C. Thegrowth rate and the CO2 production rate at the moment thatthe experiment was stopped were calculated from the accu-mulation of CO2. Dry weight was measured by filtering andwashing the mycelium, using Whatman type iPS filter paper.Dry weight was determined after a preparation was dried toconstant weight at 700C.CO2 production from a single spore propagule. S. thermo-

philum produces spores in chains that are up to 10 sporeslong. An inoculum was removed from a heavily sporulatingculture and plated onto malt extract agar. After 6 to 20 h at450C, the plate was examined by using a binocular micro-scope with a magnification of x40, and the smallest growingunit was cut out and transferred to another malt extract agar

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GROWTH OF THERMOPHILIC FUNGI IN MUSHROOM COMPOST 1303

12.5

10.01

7.5F

5.0 F

2.5F

0

RADIAL GROWTH RATE (mm/day)

DIAMETER (mm)

75

50

I~~~~~~

0 25 50 75TIME (hours)

IAIr nI15 25 35 45 55

TEMPERATURE (C)FIG. 1. Radial growth rate of mycelium of S. thermophilum as a

function of temperature. (Inset) Diameter of S. thermophilum colo-nies as a function of time at 45'C.

0.3 -

0.2F

0.1 F

0.0

FIG. 2. Loss of activity in S. thermophilum(A), at 56.2°C (E), and at 53.5'C (0).

ACTIVITY (ml C02/g.hour)

plate, which was incubated in an desiccator at 45°C. Subse-quently, CO2 accumulation was measured periodically.

Simulated composting. A simulation of full-scale compost-ing was carried out by placing 600 g of material to becomposted, which consisted of starting material and fullyprepared compost (cut into 2-cm pieces) in various ratios,into 6-liter containers. To prevent drying out, the containerswere partially closed with wet towels. The preparations wereincubated at 58°C for 24 h (ca. 12 h was needed to heat up thematerial) and then at 47°C. During the 47°C phase, sampleswere periodically removed for activity tests.

Calculations. CO2 production curves for various sets ofmeasured data were optimized by performing computercalculations as described below. The four parameters PO, L,Am, and K were chosen intuitively to generate a CO2accumulation curve. The sum of the distances of the datapoints from the CO2 production curve was then calculated.The value of this sum was subsequently minimized by usingoptimum seeking methods (27), in which the four parameterswere changed repeatedly in the direction of the minimum ofthe sum of the distances between data points and thecalculated curve.

Analyses. The concentrations of CO2 and 02 were deter-mined by using a Becker model 427 gas chromatographequipped with a thermal conductivity detector. For CO2determinations I used a Hayesep Q column (2 m by 2 mm),and for 02 determinations I used a Mol Sieve EX column (2m by 2 mm); helium was used as the carrier gas at flow ratesof ca. 17 and 34 ml/min, respectively. The oven temperatureswere 110°C for CO2 determinations and 90°C for 02 deter-minations; the temperatures of the injector and the detectorwere 110 and 240°C, respectively. The dry weights of sam-ples of fungal mycelium and compost were determined afterthe samples were dried to constant weight at 70°C.

RESULTS

Growth. The radial growth rate of S. thennophilum as afunction of temperature is shown in Fig. 1. This curve differs

slightly from a curve (for Torula thennophila, which is asynomym of S. thennophilum) presented by Rosenberg (18).At 46 to 480C, the temperature at which the last part of theindoor composting process is carried out, S. thennophilumexhibited its maximum growth rate, whereas at 58°C, thetemperature of pasteurization, no growth occurred. When amycelial inoculum was used at 45°C, growth immediatelyresumed, as shown by the radial extension beginning at zerotime (Fig. 1).

Decay. Pasteurization of the compost after the first com-posting phase is generally carried out at 58°C. The decay ofS. thermophilum that was pregrown on sterile starting ma-terial was followed at different temperatures. From the datashown in Fig. 2 I estimated a decay rate of 0.8 h-1 at 580C.The use of a lower pasteurization temperature might leavethe mycelium alive. At 56°C, decay was still rapid, but at53.5°C no decay of the mycelium was apparent (Fig. 2).Growth in sterile compost. Figure 3 shows CO2 production

as a result of growth of S. thermophilum (sampled from aplate containing both mycelium and spores) in sterile startingmaterial. An 8-hour pretreatment at 580C, as occurs duringthe pasteurization phase, resulted in an identical curve thatwas shifted over the time axis for ca. 20 to 25 h. Basically,the CO2 production curve was characterized by a typicallyshort exponential phase, followed by a more or less linearphase, after which the CO2 production rate slowly de-creased.

I performed some experiments to clarify the nature of thelinear growth phase. The oxygen concentration influencedthe rate of CO2 evolution only at lower oxygen concentra-tions, generating an apparent Ks of about 0.8% 02. The 02

concentrations in growth experiments were never so lowthat limitation by oxygen transfer could be the reason for thelinear CO2 accumulation.When four different amounts of sterile starting material

were inoculated with similar samples of a mycelium suspen-sion, the rate of linear CO2 production, which was reachedafter 30 to 60 h, was linearly correlated with the amount ofmaterial (Fig. 4). The linear rate of CO2 accumulationapparently depended on the substrate rather than on theoxygen concentration or the amount of inoculum.

00 0

0

0 50 100 150 200 250 300

TIME (minutes)

mycelium at 58°C

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APPL. ENVIRON. MICROBIOL.

0 50 100 150 200

TIME (hours)FIG. 3. CO2 accumulation after inoculation of sterilized starting

material with S. thermophilum. The inoculum suspension wasdivided into two equal portions; one of these portions was stored for8 h at 58°C (A), and the other was stored at 23°C (V). Curves werefitted (see text) by using an L value of 0.16 h-1, a K value of 1.88ml g-1 h-1, and an Am value of 170 ml/g for both curves, as wellas PO values of 0.00134 ml. g-1 h-1 (A) and 0.0485 ml g-1 h-(V). DS, dry solids.

Modeling. Attempts to model the growth of S. thermo-philum via a logistic growth model (14) have failed. It wasnot possible to combine a rapid specific growth rate (asshown by the beginning of the curves in Fig. 3) with arelatively slow CO2 evolution rate later. Introduction of amaximum attainable CO2 production rate, to allow for limi-tation generated by the substrate, was much more success-ful. The curves in Fig. 3 and 4 were fitted by using the modeldescribed above. The values of the parameters used aregiven in the legends to the figures.PO value for a single spore. For modeling purposes, it was

important to establish a CO2 production rate not only for themycelium, but also for spores. This latter value was not thereal CO2 production rate for a spore, but the hypotheticalCO2 production rate for a spore developing into a myceliumwith a constant growth rate. In this way the number ofspores could be related to the mycelial biomass.

Figure 5 shows the results of an experiment in which CO2evolution after growth from single spore propagules wasmeasured. From Fig. 5 a specific growth rate of 0.25 h-1 wascalculated. Extrapolation of this growth rate to the time ofinoculation yielded a (hypothetical) initial CO2 productionrate of 10 nl/h per spore. In liquid cultures, S. thermophilumhad a specific growth rate of 0.41 h-1. The specific CO2evolution rate of the mycelium at that growth rate was 0.18ml mg-' h-1. This value is compatible with the value thatcan be calculated from equation 3.

Estimates of spores and fungal respiration. To evaluateinoculation techniques, it was necessary to obtain informa-tion about both the numbers of spores and the amounts ofmycelium present in the different materials. The propagulesof thermophilic fungi were counted after heat treatment ofsamples obtained from starting materials and samples ob-tained from fully prepared mushroom compost (Table 1). Acomparison of the values showed that the numbers in freshly

C02 (ml)1000

CC2 (mt/h)

800 _ 20 V

10

600

10 20 30 /AMOUNT (g DS)

400 V

200

O0 10 20 30 40 50 60

TIME (hours)FIG. 4. CO2 production during incubation of sterile starting

material with S. thermophilum. Similar amounts of inoculum wereused to inoculate different amounts of starting material. The follow-ing dry weights of starting material were used: 3.1 g (0), 6.2 g (A),12.4 g (Cl), and 24.8 g (V). Curves were fitted (see text) by using anL value of 0.16 h-1, a Kvalue of 1.01 ml g-g1 h-', and anAAm valueof 140 ml/g for all curves, as well as PO values of 0.01875ml g-1 h-1 (V), 0.0375 ml g-1 h-1 (L), 0.075 ml g-1 .h-(A), and 0.15 ml. g-' h- (0). (Inset) Rate of linear CO2 produc-tion (between 30 and 50 h) as a function of the amount of substrate.DS, dry solids.

prepared mushroom compost were 2 to 3 orders of magni-tude higher than the numbers in starting material.The streptomycin-inhibited activities of a number of sam-

ples that were taken from materials used in a conventionalproduction process and an experimental production processare also shown in Table 1. The inhibited respiration activity

C02 ACCUMULATION (ml)

10

0.1

0.01

20 30 40 50

TIME (hours)

FIG. 5. Exponential CO2 accumulation during growth of a singlespore of S. thermophilum on a malt extract agar plate. The line wasfitted by using an L value of 0.252 h'-, an Am value of oo, a K valueof oc, and a P0 value of 10 ni g-' h-1.

0

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GROWTH OF THERMOPHILIC FUNGI IN MUSHROOM COMPOST 1305

TABLE 1. Numbers of spores of thermophilic fungi andstreptomycin-inhibited respiration activities in

different materialsa

No.of pors-1 Respiration activity

Sampleb No. of spores g (ml of CO2 per gper h) (n)c

Starting materiald (1.0 ± 1.6) x 102 (5) 0.154 + 0.009 (3)Experimental starting (1.8 ± 1.3) x 102 (5) NDf

materialeConventional mushroom (4.8 ± 1.7) x 105 (5) 0.460 ± 0.024 (4)compost

Experimental mushroom NDf 0.548 ± 0.202 (16)compostea Values are means + standard deviations.b The samples for which counts were determined were not the same as the

samples in which activities were measured.C n, number of samples.d Material after phase 1 composting (i.e., outdoor composting for 10 days).e Material from an experimental pilot plant, in which the length of phase 1

composting was shortened to 2 to 4 days.f ND, not determined.

was much higher in prepared compost than in materialsampled before the 46 to 48°C phase.

Simulated second-phase composting. Compost productionwas simulated in the laboratory with and without addition offully prepared compost as an inoculum, which was addedafter the 58°C phase. The streptomycin-inhibited respirationof the compost was used as a measure of the activity of thefungal biomass. The respiration activity after addition ofstreptomycin was influenced by the addition of inoculum,but apparently there was no difference between addition of a2% inoculum and addition of a 32% inoculum (Fig. 6).

DISCUSSION

The growth of S. the inophilum in compost can be de-scribed as follows. First, the inoculum starts growing expo-

ACTIVITY (ml C02/g.hour)

0 10 20 30 40

TIME (hours)

FIG. 6. Streptomycin-inhibited activity of 58°C-pasteurizedcompost during simulated indoor composting at 47°C after variousamounts of inoculum (fully prepared mushroom compost) were

added. Symbols: 0, no inoculum; A, 2% inoculum; Ol, 32% inocu-lum.

1.00

0.75F

0.50 F

0.25F

nentially, with a specific growth rate of 0.16 h 1. Soon alimitation is reached, making the biomass increase nearlylinear for some time; thereafter the CO2 accumulation ratelevels off. The limitation is not caused by the maximumextension rate of the hyphal tips, which would occur if afixed number of propagules grew at a maximum rate with alarge part of the substrate not yet colonized. In such a casethe curves in Fig. 4 would be nearly identical. Apparently,the substrate itself limits the increase in the CO2 productionrate. Perhaps the rate of extracellular hydrolysis of polymerslimits the availability of soluble substrates for the fungus.After the growth limitation is reached, CO2 productionslowly levels off.

It can be argued that other growth equations may fit theresults presented just as well as the growth descriptionpresented above. A number of other models allow for anexponential growth phase followed by a slow reaching of a"carrying capacity" (17). However, in the growth modeldescribed here the decline in the CO2 production rate can beconceived as being brought about by greater difficulties inobtaining substrate, as in the logistic model, rather than bysome increasing inhibition of growth, as in, for instance, theGompertz growth model (17), in which growth can bedescribed by:

M = L x e-kt (8)

where k is a constant that defines the specific rate ofdecrease of the specific growth rate. Analysis of the data inFig. 3 by using a simple graphic procedure (4) revealed thatthe difference between the Gompertz growth model and themodel described here becomes less important as time pro-ceeds. The concept of a maximum attainable CO2 productionrate (K) seems to be applicable during growth on substrateswhich are difficult to hydrolyze, such as wheat straw, themain component of mushroom compost.From the evidence in Fig. 1, it may be clear that a mycelial

inoculum virtually immediately resumes growth after inocu-lation. This implies that for hyphal biomass no lag phaseneeds to be considered in the growth model. However, theinitial events in the outgrowth of spores may be entirelydifferent from the initial events that occur when a mycelialinoculum is used (5). For calculation purposes, the develop-ment of a single spore can be reduced in calculations to thegrowth of a defined amount of mycelium. From the data inFig. 4, a hypothetical P0 of 10 nl/h at a growth rate of 0.252h-1 was calculated. This value seems extremely high, com-pared with the spore diameter of approximately 10 ,um.However, the fact that this value is high has no conse-quences for its use in the model. A high PO value for a singlespore does imply that the actual biomass increase during thefirst hours of growth must be greater than the specific growthrate of 0.25 h-' suggests, which is corroborated by thehigher specific growth rate of 0.41 h-1 found in liquidcultures. Taking into account the lower maximum specificgrowth rate in compost (see equation 3), which is 0.16 h-1,a single spore propagule in compost would have a hypothet-ical PO of 6.3 nl/h.A decay rate for mycelium at 58°C of 0.8 h-1, as estimated

from Fig. 2, implies that after 8 h of pasteurization only0.17% of the original mycelium is present in the compost. Itis clear that after pasteurization essentially no mycelium ispresent in the compost. Therefore, outgrowth of S. thermo-philum has to occur from spores that are present in thecompost. These spores survive the pasteurization process,and apparently they play an important role in determiningthe time that is needed for the second phase of the compost-

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150

125

100

0 S0 100 150 200

TIME (hours)

FIG. 7. Computer simulation of the evolution of CO2 from ther-mophilic fungi in compost. Line A, no inoculation; line B, inocula-tion of 2% prepared compost before pasteurization; line C, inocu-lation of 2% prepared compost after pasteurization; line D, noinoculation and a pasteurization temperature of 53.5°C. Data weretaken from Table 1.

ing process. From Fig. 2 it is clear that a significant decreasein the time needed for the second phase of composting maybe achieved when a lower pasteurization temperature isused. This also has the advantage of requiring no extramanipulations of the compost.The use of inoculation during the second phase of the

mushroom compost process may be considered as a way toshorten the process. This inoculation can be performed intwo ways; an inoculum can be added before or after thepasteurization phase. In the first case, only spores act as

inoculum, whereas in the second case both mycelium andspores serve as inoculum. The amounts of fungal spores inthe raw materials are much lower than the amounts in thefreshly prepared compost (Table 1). Figure 7 shows simula-tions of the growth of S. thermophilum growing in (sterile)compost, with the spore and mycelial densities shown inTable 1 and with 2% prepared compost added as the inocu-lum, when two different pasteurization temperatures wereused. Figure 7 shows that because substrate-limited growthoccurred after only a short phase of exponential growth, thedifferences between noninoculated compost and inoculatedcompost seem quite insignificant. The outcome of the calcu-lations compares well with the increase in the streptomycin-inhibited respiration rate shown in Fig. 6. Apparently, theamount of biomass in the 2% inoculum is great enough toreach substrate saturation. Consequently, there is no differ-ence between inoculum sizes of 2 and 32%.The results of inoculation experiments performed by La-

borde et al. (15) seem to demonstrate that there is a clearbenefit obtained from inoculating the composting materialbefore the second phase of composting with 8% (vol/vol)prepared compost. However, in the composting process ofthese workers, phase 2 consisted of 2 days at 55°C, followedby 2 days at 60°C and 2 days at 55°C. From my results it isclear that the fungi grown during the first 2 days are killedduring the 2-day 60°C period. Hence, it is understandablethat in the study of Laborde et al. the addition of a large

amount of extra fungal material by inoculation with fullyprepared compost had a clear effect on the ultimate mush-room yield.The results of simulations of the growth of a fungus in

sterile composting material do not necessarily reflect whatactually occurs during the composting process. In the com-posting process microbial competition may play an impor-tant role in determining what the actual level of severalmicrobial populations is. The growth rate of organisms thatgrow basically on the products of extracellular enzymes maybe seriously affected by competition with other organismsfor the hydrolysis products. It is difficult to establish theinitial growth rates of thermophilic fungi in vivo. Because ofcompetition with bacteria for products of hydrolytic en-zymes, the specific growth rates may be much lower than thevalues measured in sterile compost. This may render inocu-lation more effective than the current results suggest. How-ever, a comparison of the activities of the material pregrownwith S. thermophilum, as used in the experiments shown inFig. 2, with the activities measured in compost (Table 1)revealed that apparently the difference in the amounts ofbiomass after 5 days of composting is relatively small. Thismay be taken as an indication that the results of this studycould be extrapolated to what actually happens during theproduction of mushroom compost.

ACKNOWLEDGMENTS

This research was carried out as a part of a project concerningnew methods for indoor composting of mushroom compost. It wasfinanced by the mushroom compost factory Gebr. Theeuwen, Blit-terswijck, The Netherlands, and received financial support from theDutch Ministry of Economic Affairs.

I thank H. J. A. M. van de Langerijt for assistance in sampling,W. van den Berg and H. V. M. Hamelers for advice in data analysisand modeling, and J. A. M. de Bont for critical reviews of themanuscript.

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