inactivation of escherichia coli o157:h7 during thermophilic anaerobic digestion of manure from...

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Available at www.sciencedirect.com journal homepage: www.elsevier.com/locate/watres Inactivation of Escherichia coli O157:H7 during thermophilic anaerobic digestion of manure from dairy cattle Michael D. Aitken , Mark D. Sobsey, Nicole A. Van Abel, Kimberly E. Blauth, David R. Singleton, Phillip L. Crunk, Cora Nichols, Glenn W. Walters, Maria Schneider Department of Environmental Sciences and Engineering, School of Public Health, University of North Carolina, Chapel Hill, NC 27599-7431, USA article info Article history: Received 14 August 2006 Received in revised form 19 January 2007 Accepted 28 January 2007 Available online 13 March 2007 Keywords: Thermophilic anaerobic digestion Animal waste Dairy cattle E. coli O157:H7 Inactivation abstract Inactivation of the pathogenic Escherichia coli serotype O157:H7 and a non-pathogenic E. coli strain isolated from dairy cattle manure was evaluated with batch tests at 50 and 55 1C in biosolids from a thermophilic anaerobic digester treating the manure. Using differential- selective plating on sorbitol-MacConkey (SMAC) agar to quantify E. coli, the decline in concentrations of both the sorbitol-negative (putative E. coli O157:H7) and sorbitol-positive (putative non-pathogenic E. coli) organisms followed a model that assumed there was a heat-sensitive fraction and a heat-resistant fraction. Inactivation rates of the heat-sensitive fractions were similar for both colony types at each temperature, suggesting that wild-type E. coli can be used as an indicator of inactivation of serotype O157:H7. The decimal reduction time for the heat-sensitive fractions was in the order of 10 min at 55 1C and ranged from approximately 1–3 h at 50 1C. Concentrations of heat-resistant organisms at 55 1C were 1.4–1.7 log 10 cfu/mL. Confirmatory analyses conducted on 30 randomly selected colonies of heat-resistant sorbitol-negative cells from treatment at 55 1C indicated that none were serotype O157:H7, nor were they E. coli. Similar analyses on 10 sorbitol-negative isolates from untreated manure indicated that none were serotype O157:H7, although 16S rRNA gene sequence analysis indicated that eight were E. coli or closely related enteric bacteria. These findings suggest that plating on differential-selective media to quantify E. coli, including serotype O157:H7, in effluent samples from thermophilic anaerobic digestion can lead to false positive results. Therefore, more specific methods should be used to evaluate the extent of thermal inactivation of both pathogenic and non-pathogenic E. coli in manure treatment systems. & 2007 Elsevier Ltd. All rights reserved. 1. Introduction Escherichia coli serotype O157:H7 is a widespread human pathogen responsible for a high incidence of gastrointestinal illnesses, including hemorrhagic colitis (Armstrong et al., 1996; Mead and Griffin, 1998; Duffy, 2003; Muniesa et al., 2006). Serotype O157:H7 and other enterohemorrhagic strains of E. coli are believed to be involved in 90% of cases of post- diarrheal hemolytic uremic syndrome, which can lead to severe renal injury that is potentially fatal (Mead and Griffin, 1998; Todd and Dundas, 2001). Both diseased and healthy cattle as well as other farm animals are reservoirs of this pathogen (Armstrong et al., 1996; Todd and Dundas, 2001; Djordjevic et al., 2004). In addition to transmission through contaminated meat and milk of infected animals, E. coli O157:H7 can contaminate vegetable crops through the use of ARTICLE IN PRESS 0043-1354/$ - see front matter & 2007 Elsevier Ltd. All rights reserved. doi:10.1016/j.watres.2007.01.034 Corresponding author. Tel.: +1 919 966 1024; fax: +1 919 966 7911. E-mail address: [email protected] (M.D. Aitken). WATER RESEARCH 41 (2007) 1659– 1666

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ARTICLE IN PRESS

Available at www.sciencedirect.com

WAT E R R E S E A R C H 4 1 ( 2 0 0 7 ) 1 6 5 9 – 1 6 6 6

0043-1354/$ - see frodoi:10.1016/j.watres

�Corresponding auE-mail address:

journal homepage: www.elsevier.com/locate/watres

Inactivation of Escherichia coli O157:H7 during thermophilicanaerobic digestion of manure from dairy cattle

Michael D. Aitken�, Mark D. Sobsey, Nicole A. Van Abel, Kimberly E. Blauth,David R. Singleton, Phillip L. Crunk, Cora Nichols, Glenn W. Walters, Maria Schneider

Department of Environmental Sciences and Engineering, School of Public Health, University of North Carolina, Chapel Hill,

NC 27599-7431, USA

a r t i c l e i n f o

Article history:

Received 14 August 2006

Received in revised form

19 January 2007

Accepted 28 January 2007

Available online 13 March 2007

Keywords:

Thermophilic anaerobic digestion

Animal waste

Dairy cattle

E. coli O157:H7

Inactivation

nt matter & 2007 Elsevie.2007.01.034

thor. Tel.: +1 919 966 1024;[email protected] (M

a b s t r a c t

Inactivation of the pathogenic Escherichia coli serotype O157:H7 and a non-pathogenic E. coli

strain isolated from dairy cattle manure was evaluated with batch tests at 50 and 55 1C in

biosolids from a thermophilic anaerobic digester treating the manure. Using differential-

selective plating on sorbitol-MacConkey (SMAC) agar to quantify E. coli, the decline in

concentrations of both the sorbitol-negative (putative E. coli O157:H7) and sorbitol-positive

(putative non-pathogenic E. coli) organisms followed a model that assumed there was a

heat-sensitive fraction and a heat-resistant fraction. Inactivation rates of the heat-sensitive

fractions were similar for both colony types at each temperature, suggesting that wild-type

E. coli can be used as an indicator of inactivation of serotype O157:H7. The decimal

reduction time for the heat-sensitive fractions was in the order of 10 min at 55 1C and

ranged from approximately 1–3 h at 50 1C. Concentrations of heat-resistant organisms at

55 1C were 1.4–1.7 log10 cfu/mL. Confirmatory analyses conducted on 30 randomly selected

colonies of heat-resistant sorbitol-negative cells from treatment at 55 1C indicated that

none were serotype O157:H7, nor were they E. coli. Similar analyses on 10 sorbitol-negative

isolates from untreated manure indicated that none were serotype O157:H7, although 16S

rRNA gene sequence analysis indicated that eight were E. coli or closely related enteric

bacteria. These findings suggest that plating on differential-selective media to quantify E.

coli, including serotype O157:H7, in effluent samples from thermophilic anaerobic digestion

can lead to false positive results. Therefore, more specific methods should be used to

evaluate the extent of thermal inactivation of both pathogenic and non-pathogenic E. coli in

manure treatment systems.

& 2007 Elsevier Ltd. All rights reserved.

1. Introduction

Escherichia coli serotype O157:H7 is a widespread human

pathogen responsible for a high incidence of gastrointestinal

illnesses, including hemorrhagic colitis (Armstrong et al.,

1996; Mead and Griffin, 1998; Duffy, 2003; Muniesa et al., 2006).

Serotype O157:H7 and other enterohemorrhagic strains of

E. coli are believed to be involved in 90% of cases of post-

r Ltd. All rights reserved.

fax: +1 919 966 7911..D. Aitken).

diarrheal hemolytic uremic syndrome, which can lead to

severe renal injury that is potentially fatal (Mead and Griffin,

1998; Todd and Dundas, 2001). Both diseased and healthy

cattle as well as other farm animals are reservoirs of this

pathogen (Armstrong et al., 1996; Todd and Dundas, 2001;

Djordjevic et al., 2004). In addition to transmission through

contaminated meat and milk of infected animals, E. coli

O157:H7 can contaminate vegetable crops through the use of

ARTICLE IN PRESS

WAT E R R E S E A R C H 4 1 ( 2 0 0 7 ) 1 6 5 9 – 1 6 6 61660

contaminated manure or irrigation water on agricultural

fields (Mead and Griffin, 1998; Todd and Dundas, 2001). Direct

contact with the edible parts of plants is not the only basis for

contamination, as the organism can be taken up from

contaminated water through the plant roots (Solomon et al.,

2002). The feces of infected animals can contain concentra-

tions of serotype O157:H7 as high as 104–105 cfu or MPN/g

(Zhao et al., 1995; Omisakin et al., 2003; Fegan et al., 2003). The

organism can survive in manure for 2–3 months in the field

(Duffy, 2003; Nicholson et al., 2005), and recent data suggest

that it can grow in animal bedding and feedlot soils (Davis et

al., 2005; Berry and Miller, 2005).

The prevalence of E. coli O157:H7 in animal feces, its ability

to survive in manure during storage, and the widespread

practice of using manure for fertilizer on agricultural fields,

suggest that methods of treating manure to inactivate this

and other human or animal pathogens should be investi-

gated. The objective of this study was to evaluate the

inactivation of serotype O157:H7 under conditions relevant

to the thermophilic anaerobic digestion of manure from dairy

cattle. The rates of inactivation of E. coli O157:H7 and a non-

pathogenic indigenous strain of E. coli isolated from the

manure were measured at 50 and 55 1C in a batch reactor

containing digested manure from a laboratory scale, contin-

uous-flow digester.

2. Materials and methods

Manure was obtained as grab samples of fresh barn washings

flowing into a settling pit at the experimental dairy cattle

farm at North Carolina State University (Raleigh, North

Carolina, USA). The samples were combined in a drum

and processed with a submersible grinder pump to reduce

the size of the undigested straw and other large solids that

otherwise interfered with pumping into and out of the

laboratory digester. Processed manure was stored cold

(approximately 5 1C) for up to 8 weeks before feeding to the

digester.

E. coli O157:H7 (ATCC 43895) was obtained from Lee-Ann

Jaykus, Department of Food Science, North Carolina State

University. This strain is positive for both Shiga toxin 1 and

Shiga toxin 2. A non-pathogenic strain of E. coli was isolated

from a sample of manure as follows. The manure was serially

diluted into phosphate-buffered saline and several of the

dilutions were filtered through 0.45mm (pore size) gridded

membrane filters. The filters were placed on plates of mFC

agar (BD Difco; Franklin Lakes, NJ), incubated at 37 1C for 2 h

and then at 44.5 1C for 24 h. Filters were transferred, in the

same orientation, to plates of nutrient agar containing

4-methylumbelliferyl-B-D-glucuronide (MUG) and incubated

at 44.5 1C for 4 h. Colonies that were blue on the mFC plates

and fluoresced blue under long-wavelength UV light on the

nutrient agar-MUG plates were considered putative non-

pathogenic E. coli. Candidate colonies were streaked onto

plates containing tryptic soy agar (TSA) and incubated at

44.5 1C for 24 h. Two more rounds of picking colonies and re-

streaking onto TSA were conducted before selecting several

colonies for further analysis. Selected colonies were analyzed

with Enterotubes II test kits (BD, Franklin Lakes, New Jersey,

USA), and one that exhibited typical E. coli results was

selected for subsequent inactivation experiments. This iso-

late was confirmed not to be serotype O157:H7 by the

immunoassay described below.

2.1. Experimental design and laboratory system

Details of the laboratory thermophilic anaerobic digestion

system are provided elsewhere (Aitken et al., 2005b, c). Briefly,

a 16-L thermophilic anaerobic digester was operated to

simulate continuous flow by pumping influent manure and

effluent biosolids intermittently over short cycles (1 min on

and 15 min off). The digester was operated at 55 1C and for

two different periods at 50 1C (designated 50A and 50B) with a

hydraulic residence time of 7.8 days. For a given operating

condition, only those data obtained after at least one

residence time had elapsed are reported. Digestion perfor-

mance was evaluated by monitoring gas flow and composi-

tion, pH, total solids (TS), volatile solids (VS), volatile fatty

acids (VFAs), and ammonia–nitrogen. Twice at each tempera-

ture, approximately 3.5 L of biosolids was transferred anaero-

bically from the continuous digester to a mixed batch reactor

to evaluate the rate of inactivation of the indigenous E. coli

and serotype O157:H7.

Both the continuous digester and the batch reactor were

suspended in a heated water bath whose temperature was

maintained at the desired level with a precision temperature

controller. The temperature controller and equipment used to

monitor temperature were calibrated against a thermometer

traceable to the US National Institute of Standards and

Technology (NIST); overall temperature accuracy was

70.1 1C (Aitken et al., 2005c).

Batch inactivation experiments in the digested manure

were conducted as described elsewhere (Aitken et al., 2005a).

The E. coli strains were prepared for inactivation experi-

ments by overnight cultivation in trypticase soy broth

(TSB) at 37 1C. Aliquots of each culture were mixed with

manure to a final volume of 105 mL. Concentrations of

each strain in the mixture were approximately 108 cfu/mL.

A 5-mL aliquot of the mixture was removed for analysis

and the remaining 100 mL was warmed to 35 1C while mixing

slowly on a hot-plate stirrer. Once the mixture reached 35 1C,

it was poured into the batch reactor containing the bio-

solids from the continuous digester. Mixing was allowed to

occur for 1.5 min before the first sample was collected;

measured concentrations of putative E. coli types in this

sample are considered to represent the initial (time zero)

concentrations.

Samples were collected anaerobically from the batch

reactor at desired intervals by pressurizing the reactor with

argon and displacing the desired volume of biosolids into

sterile sample bottles. Samples were cooled immediately (to

below 35 1C within 5 min and to 10 1C within 30 min) by

immersing the sample bottles into a chilled bath (�15 1C)

containing a 50:50 (v:v) mixture of isopropanol and water.

Samples were stored cold until analysis, which for most

samples was within 36 h.

Inactivation of each E. coli strain was also evaluated

in a laboratory medium at 5570.5 1C. An overnight culture

grown in TSB at 37 1C was split into 400mL aliquots in

ARTICLE IN PRESS

WAT E R R E S E A R C H 41 (2007) 1659– 1666 1661

1.5-mL microcentrifuge tubes, which were placed in a

heat block. One aliquot was immediately placed on ice

and the remainder were removed at pre-determined in-

tervals and placed on ice for at least 10 min. Cooled samples

were analyzed immediately by the plating method described

below.

2.2. Analytical methods

The residence time in the continuous-flow reactor was

determined by measuring the cumulative effluent volume

over time and dividing the mean volume in the digester

(16.4 L) by the mean flow rate (2.1 L/day; r2¼ 0.996, n ¼ 9). Gas

production was measured with a digital gas-flow meter and

the flow rate was recorded at 15-min intervals. Gas composi-

tion (CH4 and CO2) was analyzed by gas chromatography (GC)

with thermal conductivity detection and autoinjection of gas

routed directly from the headspace of the continuous digester

as described elsewhere (Aitken et al., 2005c). Grab samples

were collected for analysis of pH, TS and VS, VFAs, and

ammonia–N. Total and volatile solids were analyzed in

accordance with method 2540G in Standard Methods for the

Examination of Water and Wastewater (American Public

Health Association and American Water Works Association

and Water Environment Federation, 1999).

Samples for VFA and ammonia analyses were prepared by

centrifugation and filtration through glass–fiber filters. Sam-

ples for VFA analysis were diluted 1:1 (v:v) with 30 mM oxalic

acid. Samples for ammonia analysis were diluted 1:500 in

reagent water containing enough concentrated sulfuric acid

to reduce the pH to o2. Analysis of VFAs was by GC with

flame ionization detection (Aitken et al., 2005c). Total

ammonia-N (NH4+-N plus NH3-N) was analyzed by the Hach

Nessler Method (Hach Company, 1997) using Hach reagents

(Hach Co., Loveland, CO) and quantified against standards of

reagent-grade ammonium chloride.

A differential-selective plating method was used for routine

analysis and quantification of putative non-pathogenic E. coli

or putative serotype O157:H7 during inactivation experi-

ments. Samples were serially diluted and spread-plated on

MacConkey agar containing sorbitol instead of lactose

(sorbitol-MacConkey agar, SMAC), which is capable of distin-

guishing between E. coli O157:H7 and other E. coli (National

Center for Infectious Diseases, 1994; Armstrong et al., 1996).

On this medium, the wild-type E. coli strain grew as pink

(sorbitol-positive) colonies and serotype O157:H7, which

cannot ferment sorbitol rapidly, grew as clear (sorbitol-

negative) colonies. Serotype O157:H7 measured this way

requires confirmation with more specific analyses (National

Center for Infectious Diseases, 1994; Armstrong et al., 1996).

Accordingly, 10 sorbitol-negative colonies (putative E. coli

O157:H7) from dilutions of each of four samples (feed manure,

effluent from the continuous digester during operation at

55 1C, and samples collected after 4 and 24 h during a batch

inactivation experiment at 55 1C) were selected and stored for

confirmatory analyses. Each isolate was tested by the

Enterotubes II test kit for identification as E. coli and with

the Reveals immunoassay for type O157:H7 (Neogen Corpora-

tion, Lansing, MI). Isolates were also identified by sequencing

their 16S rRNA genes as described below.

2.3. Identification of isolates by 16S rRNA genesequencing

A whole-cell suspension of each isolate was used as template

for polymerase chain reaction (PCR) with general bacterial

primers 8F (Edwards et al., 1989) and 1492R (Lane, 1991) to

obtain nearly complete 16S rRNA genes. The PCR reaction

consisted of 1 mL of cell suspension, 1 mM of each primer, 1�

Eppendorf (Westbury, NY) MasterMixs and sterile water to a

final volume of 20mL. The PCR program included an initial

step of 94 1C for 10 min to lyse cells, followed by 30 cycles of

94 1C for 30 s, 55 1C for 30 s, and 72 1C for 90 s. Amplicons were

purified with a QIAquicks PCR Purification kit (Qiagen,

Valencia, CA) before partial sequencing with primer 8F was

performed by SeqWright (Houston, TX).

Sequences were analyzed and edited using Sequencher

(Gene Codes, Ann Arbor, MI). Sequences with X99% identity

over the region sequenced were grouped into operational

taxonomic units (OTUs), and only the longest sequence in an

OTU was considered in further analyses. The closest relatives

of sequences were determined by BLASTN (Altschul et al.,

1990) searches of GenBank. Sequences from this study and

close relatives were then aligned using the pileup program of

the Genetics Computer Group suite of programs (Wisconsin

Package version 10.3; Accelrys Inc., San Diego, CA) and

imported to CLUSTALW (Thompson et al., 1994) for construc-

tion of a phylogenetic tree. The final neighbor-joining tree

was based on approximately 450 bases (the length of the

shortest considered sequence), created without considering

gaps, and was bootstrapped 1000 times.

Sequences obtained in this study were deposited in

GenBank with accession numbers EF191167–EF191175.

2.4. Data analysis

In each of the four inactivation experiments in digested

manure (two at each temperature), both sorbitol-negative and

sorbitol-positive colonies were observed at sampling times

well beyond those that corresponded to simple first-order

inactivation kinetics. Data from these inactivation experi-

ments therefore were analyzed by assuming that there was a

heat-sensitive population and a heat-resistant population of

each colony type. It was initially assumed that each popula-

tion decayed exponentially but at different rates, such that

the total (heat-sensitive plus heat-resistant) concentration C

of a given colony type at any time t would correspond to:

CC0¼ fe�k1t þ ð1� f Þe�k2t, (1)

where C0 is the concentration at time zero, f is the fraction of

the total concentration that appears to be heat-sensitive, (1�f)

is the fraction of the total concentration that appears to be

heat resistant, and k1 and k2 are the first-order inactivation

rate coefficients for the heat-sensitive and heat resistant

fractions, respectively. Eq. (1) was solved for the three

parameters f, k1 and k2 using ProStat (Poly Software Interna-

tional, Pearl River, NY). If the regression returned for k2 either

a negative value or a very small positive value with a wide 95%

confidence interval, k2 was set to zero and the regression was

re-run to fit the other two parameters, f and k1. Rates of

ARTICLE IN PRESS

WAT E R R E S E A R C H 4 1 ( 2 0 0 7 ) 1 6 5 9 – 1 6 6 61662

inactivation of the indigenous E. coli isolate and the O157:H7

strain in TSB were analyzed by linear regression of ln

concentration vs. time.

The significance of differences between estimates of k1 for

any pair of conditions was determined by calculating the

Z-statistic from the best-fit values and standard errors.

Differences were considered to be different for Z values

corresponding to po0.05.

0 50 100 150 200 250 300

Time, minutes

-5.0

-4.0

-3.0

-2.0

-1.0

0.0Log

10 (

C/C

0)

sorbitol- (first test)

sorbitol- (second test)

sorbitol+ (first test)

sorbitol+ (second test)

Fig. 1 – Inactivation of colony types quantified on SMAC

plate media (normalized to the initial concentration) in

anaerobically digested cattle manure at 55 1C. Lines of best

fit to Eq. (1) are shown only for the first test done with each

colony type. The solid line represents sorbitol-negative

(putative E. coli O157:H7) colonies and the dashed line

represents sorbitol-positive (putative wild-type E. coli)

colonies.

3. Results and discussion

Over the course of the study, the feed manure to the

continuous digester had an average total solids content of

20 g/L, a VS:TS ratio of 0.80, and pH of 7.8. Data on effluent

solids concentrations and gas flow indicated that relatively

limited digestion occurred (0.16 L gas/g VS fed, corresponding

to approximately 15% destruction of VS) at the mean

residence time of 7.8 days. Higher removals of VS have been

observed during thermophilic anaerobic digestion of cattle

manure at residence times of 12–15 days (Nielsen et al., 2004)

and at a residence time as low as 4 days (Sung and Santha,

2003). Given the limited number of samples obtained over

each operating period, it was not possible to detect a

difference, if any, in performance of the continuous digester

between the two operating temperatures. The temperature,

pH and concentrations of ammonia–N and VFAs in the

effluent biosolids for each operating condition are summar-

ized in Table 1. Of the VFAs, only acetic and propionic acids

were detected in the effluent samples. Over the combined

periods of operation, the off-gas was 5573% CH4 and 3972%

CO2, with the remainder assumed to be mostly argon (Aitken

et al., 2005c).

3.1. Inactivation measurements

In the inactivation experiments in which E. coli strains were

spiked into biosolids from the continuous digester, both the

manure used to prepare the inoculum and the biosolids

contained sorbitol-positive cells (putative wild-type E. coli)

and sorbitol-negative cells (putative E. coli O157:H7) as

measured by SMAC plating. However, the amounts of putative

indigenous E. coli were negligible relative to the amounts of

test E. coli strains spiked into the batch reactor (data not

Table 1 – Selected characteristics of biosolids in the continuou

Parameter

50A

Temperature (1C) 49.9970.07 (1439)

pH 7.2070.34 (5)

Ammonia–N (mg/L) 181726 (2)

Acetic acid (mg/L) ND

Propionic acid (mg/L) ND

a Data are means and standard deviations, with number of samples in

shown). Measured concentrations of each colony type in the

time-zero samples were consistent with calculated concen-

trations based on the amounts of each E. coli strain spiked

into the batch reactor (data not shown). Therefore, the

majority of sorbitol-negative and sorbitol-positive colonies

measured during the inactivation experiments are assumed

to represent the respective pure culture spiked into the

biosolids.

Inactivation of sorbitol-negative cells in digested manure

was rapid at 55 1C, with a 3-log10 reduction within 30 min and

4-log10 reduction within 100 min (Fig. 1). The rate of inactiva-

tion of sorbitol-positive cells was virtually identical, suggest-

ing that wild-type E. coli would be an appropriate surrogate for

serotype O157:H7 for monitoring purposes. Over a 5-h period,

the rate of inactivation of both colony types clearly was not

first-order, with concentrations asymptotically approaching a

finite residual of 1.4–1.7 log10 cfu/mL for both types in each

test. The form of the data in Fig. 1 suggested that a two-

s-flow digestera

Operating condition

50B 55

50.0370.06 (1364) 54.9770.06 (2636)

7.1770.12 (2) 7.2870.22 (8)

21274 (2) 24873 (3)

49713 (2) 57 (1)

70753 (2) 55 (1)

parentheses. ND ¼ not determined.

ARTICLE IN PRESS

WAT E R R E S E A R C H 41 (2007) 1659– 1666 1663

population model (Eq. (1)), assuming a heat-sensitive fraction

and a heat-resistant fraction of each colony type, would be

more appropriate than a model assuming simple first-order

inactivation of a single population. Results from non-linear

regression analyses are summarized in Tables 2 and 3 for

experiments at 55 and 50 1C, respectively.

In contrast to the observations in digested manure,

inactivation of both the wild-type E. coli strain and the E. coli

O157:H7 strain in TSB at 55 1C followed simple first-order

kinetics (data not shown). The inactivation rate coefficient (k1)

was 0.1470.09 min�1 (r2¼ 0.95, n ¼ 4) for the wild-type isolate

and 0.1170.05 min�1 (r2¼ 0.98, n ¼ 4) for the O157:H7 strain.

The corresponding decimal reduction times (D) were 17 and

21 min, respectively. The difference in inactivation rate

coefficients between the strains is not statistically significant,

but in both cases the rate coefficient for inactivation in

laboratory medium was significantly lower than in digested

manure. These results suggest that there might have been an

effect of the matrix on the inactivation rate in digested

manure, although the matrix component(s) responsible for

such an effect are not known. Of the major components in

digested manure or biosolids, protonated VFAs are known to

affect the inactivation of bacteria (Lee et al., 1989; Cherrington

et al., 1991; Fukushi et al., 2003; Salsali et al., 2006); however,

Table 2 – Summary of non-linear regression results for batch

Parameter Sorbitol-negative cells (putativO157:H7)

First test Secon

C0 (106 cfu/mL) 4.28 2.

k1 (min�1)a 0.2570.10 0.247

D (min)a 9.473.7 9.47

Heat-resistant fraction (cfu/cfu)a 0.671.9�10�4 0.873.5

r2 0.978 0.9

a Best-fit value and 95% confidence interval. There was no significant dif

for either test. D ¼ decimal reduction time; other parameters are defined

Table 3 – Summary of non-linear regression results for batch

Parameter Sorbitol-negative cells (putative E. coO157:H7)

First test Second test

C0 (106 cfu/mL) 3.02 6.76

k1 (min�1)a 0.03470.017 0.01470.004

D (min) 67734 171745

Heat-resistant fraction

(cfu/cfu) 0.771.1� 10�2 4.878.5� 10�

r2 0.956 0.961

a Notes as in Table 2. The difference between k1 values was significant b

difference between colony types for either test.

concentrations of protonated VFAs would have been negli-

gible at the pH of the digested manure.

The rate of inactivation of the heat-sensitive fraction of

both colony types in digested manure was an order of

magnitude higher at 55 1C than at 50 1C (Tables 2 and 3). The

corresponding decimal reduction times were approximately

10 min at 55 1C and ranged from 1 to 3 h at 50 1C. Such a large

difference between rates of inactivation over a 5 1C tempera-

ture interval indicates a steep relationship between inactiva-

tion rate and temperature within this range, as has been

observed for Ascaris suum and poliovirus in digested biosolids

from municipal wastewater treatment (Aitken et al., 2005a).

The decimal reduction times at 55 1C that we measured in

digested manure and in TSB are in the range of values

recently reported for E. coli O157:H7 in deionized water

(3.7–3.9 min; Spinks et al., 2006) and in dilute peptone media

(14–16 min; Sharma and Beuchat, 2004). The values of k2, the

inactivation rate coefficient for the apparent heat-resistant

fraction of each strain, were either 5k1 or near zero for each

strain at each temperature (not shown).

In the batch inactivation experiments at both 50 and 55 1C,

the fraction of apparent heat-resistant cells relative to the

initial population was small but significant (Tables 2 and 3).

Unspiked effluent from the continuous digester operated at

inactivation of E. coli at 55 1C

e E. coli Sorbitol-positive cells (putative non-pathogenicE. coli)

d test First test Second test

48 1.44 0.54

0.12 0.2370.13 0.2470.09

4.7 10.075.5 9.673.5

�10�4 1.778.2�10�4 4.176.6�10�5

85 0.959 0.973

ference between tests for either colony type or between colony types

in Materials and methods.

inactivation of E. coli at 50 1C

li Sorbitol-positive cells (putative non-pathogenic E.coli)

First test Second test

7.03 2.34

0.01870.019 0.01870.003

1277132 132721

4 3.777.1� 10�2 1.772.4�10�5

0.896 0.985

etween tests for sorbitol-negative cells but there was no significant

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50 or 55 1C also contained bacteria that grew on SMAC agar at

concentrations ranging from 1.8 to 3.7 log10 cfu/mL (data not

shown). The existence of such heat-resistant cells suggests

that the digested biosolids contained low concentrations of

heat-resistant E. coli or other bacteria that grew on the SMAC

media used to assay E. coli. To evaluate this possibility,

sorbitol-negative isolates from SMAC plates were selected

Table 4 – Confirmatory analyses of sorbitol-negative cells (put

Samplea

Reveals

untreated manure 0

digester effluent 0

batch treatment for 4 h 0

batch treatment for 24 h 0

a Samples of digester effluent and from batch treatment of the effluen

sample, 10 colonies from SMAC plates used to quantify E. coli O157:H7 we

Enterotubes assay (confirmation as E. coli), and partial sequencing of

bacteria). For the 16S rRNA gene analysis, positives are considered to

sequences were not obtained for one isolate from the 4-h batch treatme

Untreated manur

Untreated manure i

Untreated man

24-hour batch treatm

4-hour batch treatme

4-hour batch treatmen

24-hour batch t

4-hour batch treatm

Pseudomonas sp. A

Pseudomonas sp. BW

Pseudomonas thermo

Escherichia col

Escherichia sp.

Escherichia col

Bacillus sp. 171544 (A

Bacillus licheniformis s

Clostridium bifermentaClostridium sp. IBUN 1

Swine manure bacteriuElbe River snow isolate

0.1

Escherichia coShigella sp. BB

Pseudomonas men

Pseudomonas alc

Fig. 2 – Phylogenetic tree based on partial 16S rRNA gene sequen

closest relatives. Sequences from this study are in bold and the n

isolates from each condition (untreated manure/digester effluen

OTU represented by that sequence. Accession numbers of refer

parentheses after the sequence name. Open (J) and closed (K)

support, respectively. The tree was rooted with Mycobacterium va

on tree). The sequence designated ‘‘E. coli isolated from dairy ca

digester in the thermal inactivation measurements.

for followup analyses using the Reveals immunoassay for

confirmation as type O157:H7, as well as the Enterotubes kit

and 16S rRNA gene sequencing for confirmation as E. coli.

None of the 30 heat-resistant, sorbitol-negative isolates

(combined isolates from samples representing treatment at

55 1C) were confirmed to be type O157:H7, and in fact none

were identified as E. coli (Table 4). In a similar analysis of 10

ative isolates of E. coli O157:H7)

Number of positive isolates

Enterotubes 16S rRNA Gene

6 8

0 0

0 0

0 0

t spiked with E. coli strains were from operation at 55 1C. For each

re analyzed by the Reveals assay (confirmation as type O157:H7), the

the 16S rRNA gene (sequence similarity to E. coli or related enteric

be those sequences that clustered with E. coli sequences (Fig. 2);

nt sample and one isolate from the 24-h batch treatment sample.

e isolate F-9 [1/0/0/0]

solate F-3 [1/0/0/0]

ure isolate F-8 [8/0/0/0]

ent isolate B24-10 [0/0/0/1]

nt isolate B4-7 [0/0/1/0]

t isolate B4-10 [0/0/1/0]

reatment isolate B24-9 [0/2/1/3]

ent isolate B4-1 [0/7/6/6]

STI (AF118398)

DY-26 (DQ219371)

tolerans strain CM3 (AJ311980)

i O157:H7 strain WAB1892 (AM184233)

BBDP20 (DQ337503)

i (T); ATCC 11775T (X80725)

F071856)

train CICC10085 (AY842869)

ns strain IBUN 188 (DQ680025)84 (DQ680021)

m RT-1A (AY167932) Iso11_3 (AF150692)

li isolated from dairy cattle manureDP15 (DQ337523)

docina strain 174 (AY870674)

aligenes strain HPC 1032 (AY948235)

ces showing the recovered isolates from this study and their

umbers in brackets after each sequence indicate how many

t/batch treatment for 4 h/batch treatment for 24 h) were in the

ence sequences from the GenBank database are in

circles on the nodes represent X95% and X50% bootstrap

nbaalenii (GenBank accession number AY438079; not shown

ttle manure’’ is the wild-type isolate used to spike the

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WAT E R R E S E A R C H 41 (2007) 1659– 1666 1665

sorbitol-negative isolates from the untreated manure, none

were confirmed to be type O157:H7; eight had partial 16S

rRNA gene sequences highly similar to E. coli and other

enteric bacteria (Fig. 2), six of which were identified as

sorbitol-negative E. coli by the Enterotubes assay (Table 4).

Most of the 16S rRNA gene sequences associated with

the heat-resistant isolates clustered with Pseudomonas spp.

(Fig. 2), with the majority highly similar to the recently

discovered Pseudomonas thermotolerans. This species was

originally isolated from the cooking water of a cork-proces-

sing plant and is thought to be the first thermotolerant

Pseudomonas spp. characterized (Manaia and Moore, 2002).

Although we did not quantify this organism in either the feed

manure or the digester, it clearly must have been present in

the untreated manure and is capable of growing on SMAC

plate media. The two isolates from the feed manure whose

partial 16S rRNA gene sequences clustered with Pseudomonas

spp. (Fig. 2) were also identified as species other than E. coli in

the Enterotubes assay.

The findings from this study underscore the importance of

confirming the identity of bacteria tentatively identified as E.

coli by plating methods using differential-selective agar,

particularly in samples representing biosolids from thermal

treatment of animal waste or wastewater sludge. The

measurement of false positives could lead to erroneous

conclusions about the performance of thermal treatment

processes with respect to inactivation of pathogenic strains of

E. coli or the inactivation of other pathogens (such as

Salmonella or Campylobacter) if total E. coli were used as an

indicator for them.

4. Conclusions

E. coli O157:H7, an important human pathogen found in the

manure of cattle and other farm animals, can be rapidly and

extensively inactivated by thermophilic anaerobic digestion.

Its inactivation rate can be predicted by the inactivation of

non-pathogenic E. coli, which are expected to be present at

substantially higher concentrations than type O157:H7 in

cattle manure. However, when plating methods with differ-

ential-selective agars are used to quantify E. coli concentra-

tions, the observable extent of E. coli inactivation might be

limited by the existence of low concentrations of non-target

organisms that can grow on the media. Confirmatory assays

should be conducted when using such media, because false

positives can lead to misinterpretation of inactivation

kinetics and can result in incorrect decisions regarding the

performance of thermal treatment processes.

Acknowledgments

We thank Lee-Ann Jaykus for providing the strain of E. coli

O157:H7, Leonard Bull for facilitating access to the experi-

mental dairy farm at N.C. State University, Wayne McLamb for

assistance with sample collection, and Randall Goodman for

assistance with experimental equipment. A preliminary

description of this work appeared in the proceedings for the

10th IWA World Congress on Anaerobic Digestion (Montreal,

Canada, 2004). This work was supported in part by a Grant

from the US National Science Foundation (Grant BES 0221836).

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