0095-1137/80/08-0250/06$02.00/0
Membrane Filter
Contact
Technique
for
Bacteriological
Sampling
of Moist
Surfaces
JUDY M.
CRAYTHORN,'
ALANG. BARBOUR,2 JOHN M. MATSEN,'-` MICHAEL R. BRITT,2 ANDRICHARD A. GARIBALDI2*
Departments of Medicine,2Pathology,' andPediatrics,3 University ofUtah, College of Medicine,
Salt Lake City, Utah 84132
We useda membrane filter contact technique to pick up and grow bacteria
fromartificiallycontaminated surfaces.Wewereable torecoverindividual
colony-forming
units(CFU)
ofStaphylococcus
aureusfrom amoist agarsurfacemoreefficientlywith 3- and5-,mmembrane filters thanwith Rodacplates,velvetpads,
velveteen pads, orsmaller-pore membrane filters. Theeffective transfer of
bac-teria with the 3- and 5-gm membrane filterswas0.96±0.04(standarderrorofthe
mean) and 0.99+
0.04,
respectively,ascomparedto 0.49±0.03 for Rodacplates,0.09±0.01 velvetpad
imprints,
0.05+0.01 for velveteenpadimprints,0.27±0.02 for velvetpadrinses, 0.005±0.001 for velveteenpadrinses,0.39± 0.02 for0.45-gmfilters,and 0.85±0.05 for
1.2-gm
filters.Inaddition,therecoveryof S.aureusfrom contaminated bovine muscle surfaces with the 5-,um membrane flterwas similar to that ofquantitative dilutionsofbiopsymaterial andwassignificantly
higher than the recovery from Rodac plates. The 5-,um membrane filters on a
paddlerecovered 52±5CFU/cm2fromartificiallycontaminated bovineskeletal
muscle,thequantitative dilutions ofbiopsyrecovered 69± 5CFU/cm2,andthe
Rodac plate recovered 5 ± 3 CFU/cm2. Sampling of moist surfaces by the membrane filter contact technique is easy to performand highly efficient; our
datasuggest that it could beemployedforquantitativecultures of clinicalsurfaces
suchassurgicalwoundsorburns.
Quantitative
bacteriological
methodsare nowusedto evaluate
significant
bacteriuria(8),
pre-dict burn wound
sepsis (11),
monitorsignificantbacterial
colonization of intravenous catheters(12), and determine skin
graft
bedreceptiveness(9).
Quantitative
cultures have also beenre-ported
to be ofvalue
in theearly diagnosis
ofsurgical
wound infections (17). Raahave (16)used a velvet
pad
rinsetechnique
to monitorbacterial contamination of routine surgical
wounds. Brote etal. (3) used a combination of
swabs,
biopsies,
and Rodacplates
to culturesurgical
wounds andfound
that the risk ofinfec-tion was greater if the
postdisinfection
Rodacplateorthepreclosure culture showed any
bac-terial growth. Jepsen (7) also demonstrated a
relationship
between positive swab cultures ofdeep operative sitesorsubcutaneous tissue and
subsequent
development of postoperativewoundinfection. Stone (18) reported that wound
infections in gastric surgery patients occurred
when the peritoneal or preclosure wound
cul-tureswerepositive. These studies suggested that colonization of the operative wound predisposed
to
subsequent
clinical infection. Furthermore,they
suggested that these infections might bepredicted by cultures collected at the time of
operation.However, these methodslacked
sen-sitivity and specificity; wounds with negative
surveillance cultures sometimes became
in-fected, and positive wounds often did not
sub-sequentlydevelop infection.
We have developed a precise and efficient
technique for detecting surface contamination
using 5-,um membrane filters. In this report,we
compared thesensitivity of themembrane filter
contact technique with that of Rodac plates,
imprints andrinses ofvelvet and velveteen pads,
and quantitative tissue dilutions of biopsies in
bacterialrecovery experiments from moist,
ar-tificiallycontaminated agar andtissue surfaces.
MATERIALS AND METHODS
Bacteriological
methods. A strain ofStaphylo-coccusaureusfrom asurgical wound and a strain of Escherichia coli from an abdominal wound were used
in these studies. These fresh, clinical isolates were
maintainedon5% sheep blood agar (Columbia Agar
base; BBLMicrobiologySystems,Cockeysville,Md.)
and transferredweekly. As needed, theorganismswere grownin5ml ofTrypticasesoy broth (BBL) at 35°C until theirturbiditywasequivalentto 108 to 109
col-ony-formingunits(CFU) perml (standardized broth). Serial 10-fold dilutions of thestandardizedbroth were made in Trypticase soy broth to obtain the desired
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MOIST SURFACE SAMPLING TECHNIQUE 251
inoculum CFU permilliliter.
Sampling techniques. (i) Rodac plates. The slightly convex agar surface (17 ml of Columbia agar base) ofa 50-mm Rodac plate (1, 5, 13) was placed without pressure in direct contact with a contaminated surface for5 s and incubated overnght at 35°C to determine the number of bacterial colonies trans-ferred.
(ii) Padimprint. White velvet (100% rayon) and white velveteen (100% cotton) pads (20 by 45 mm) were prepared for replica plating by the methods of Holt (6) and Raahave (14). Pads were moistened by immersing them in 0.85% NaCI and then shakento
removethe excessfluid. Premoistened pads were ap-plied to theartificially contaminated surface for 5 s and then imprinted on Columbia agar plates for 5 s. Theimprinted agar was incubated overnight at 35°C. (iii) Pad rinse. Premoistened velvet or velveteen padswereappliedtothe test surface for 5 s and then transferred toa150-ml flaskcontaining 10 ml ofsterile 0.85% NaCIaspreviouslydescribed by Raahave (15). The flask was shaken at 300 rpm for 10 min. The suspension wascentrifuged at 1,200 xgfor 30 min, and the supernatant was decanted.All of the sediment
wasspreadover aColumbia agar plate and incubated
overnightat35°C.
(iv)Membranefiltercontact.Sterile membrane filters of 0.45-, 1.2-, 3-, and 5-,um pore sizes (Millipore Corp.,Bedford, Mass.) wereplaced without pressure in direct contact with the artificially contaminated surfaces for5 sand thenplacedonColumbia agar with the contact side up. Recovered bacteria produced identifiable colonies on the agar surface after over-night incubation.
(v) Membranefilterpaddles.The commercially available Millipore sampler (4) for untreated water
wasadapted by the manufacturer to ourspecifications:
a5-,um membrane filterreplaced the 0.45-gm
mem-branefilter in the plastic paddle applicator (Fig. 1). Anabsorbentpad containing dehydrated culture
me-dia(tryptoneglucoseyeastextract)wasplacedbehind thefilter in thepaddle.Afterapplicationof thepaddle to the contaminated surface for 5 s, 1 ml of sterile
water wasallowedtodiffuseoverthefilter surfaceto
rehydrate the culture medium. Recovered organisms grewascoloniesonthefilter surface.
(vi) Quantitative tissue dilution. A sample of
bovineskeletal muscle tissuewasexcised and inocu-lated withaknownquantityofS.aurèus.The
contam-inatedsurfaceareaof thesamplewasmeasuredtothe
nearest 1cm2. Thespecimenwasminced withscissors,
groundina mortarandpestle,andhomogenizedwith
5 ml of Trypticase soy broth; serial dilutions were
platedonColumbia agarplatestodetermine theCFU
recoveredper squarecentimeter of surfacearea(CFU/
cm2)
(4, 9, 11).Artificial contamination of test surfaces. (i)
Agar. Dilutions of the standardized bacterial broth
suspensions were prepared in cold Trypticase soy
broth to prevent bacterial multiplication. Surfaces
werecontaminatedandsampling procedureswere per-formed ina refrigerated room to keepthe bacterial
populationstatic.Anevendistributionof bacteriawith
minimalrunning orpoolformation wasobtained
by
FIG. 1. The membrane filter paddle (an adapta-tion of the Millipore sampler).
spreading 2 ml of broth culture over the Columbia agar test surface in 140-mm petri dishes. The plate wastipped for 1 min to allow the excess fluid to pool; the fluid was removed with a Pasteur pipette. A 5 x 10- dilution of standardized S. aureussolution
con-tained5 x 104CFU/ml and deposited 102 CFU/cm2
by this contamination procedure.
SamplingwithRodacplates, velvet pads, velveteen
pads,ormembranefilter contact was performed within
5minby directcontactfor5 s.After overnight35°C incubation, the clones transferred by the sampling method and the clones remaining at the sample site
were counted onadark-field Quebec colonycounter
with an electronic register (American Optical Corp., Buffalo, N.Y.). The inoculum level was determined by
counting
theCFU/cm'
growing
on fiveunsampled
controlplates.
(ii) Bovine muscle. Asterile, 16-mmcork borer was used to cut tissue cores from bovine skeletal muscle obtained from fresh cadavers. Thecores were
placed in a freezer until they became firm but not
hard. Uniform,4-mmslices (1.11 g) of therigidcores wereprepared by usingasterilerazorblade andslicing
block. The surface areaof the16-mm-diameter circle
was 2cm2,and the totalsurfaceareaof theslicewas 6cm2. A tissue slicewasimmersedinS. aureus
sus-pension (9x
103
CFU/ml) andimmediatelysampled byeither Rodac plate(2-cm2
area), membranefilter paddle(2-cm2
area),orquantitativetissuedilution (6-cm2 area). Afterovernightincubation, theCFU/cm2
for each method was calculated. Uncontaminated slices were sampled by membrane filter paddle to detect presence ofbackground contamination.
Mathematical and statistical methods.The ef-fective uptake rates werecalculated by dividingthe number of
CFU/cm2
remainingat the sampledagar sitebythenumber ofCFU/cm2
growingon an unsam-pled agar surface(inoculumlevel)andsubtractingthat VOL.12, 1980on February 7, 2020 by guest
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252 CRAYTHORN ET AL.
value from 1.Theeffectivetransferrateswere calcu-latedby dividingthe number ofCFU/cm2 recovered by thesampling method bythenumber ofCFU/cm2
on an unsampledagar surface. Artificially contami-natedagar wasselectedas atestsurfacebecausethe
actual number ofbacteria remaining after sampling couldbecountedafterovernight incubation.In
addi-tion, the numberofbacteriaoriginallypresentonthe testsurface could bededucedfromcontrolcountsof unsampledagarsurfaces. Thus,the effective uptake
rate describes the percentage ofbacteria picked up
from a contaminated surface, whereas the effective
transferratedescribesthepercentageofbacteria orig-inallyon asurfacethatwererecovered by the sampling
technique. The meanrecoveryratesfrom artificially
contaminatedtissuesurfaceswereexpressedbothas
CFU/cm2 and aspercentages ofthe technique with
thehighest numberofCFU/cm2recovered.
Compari-sonsbetweentheexperimentalresultsweremade by
both Student's ttestand distribution-freestatistical
test(Kruskal-Wallis) (19).
RESULTS
Recovery of
bacteria
fromcontaminated
agar surfaces. We
compared
the efficiency ofbacterial uptake and transfer of Rodac plate,
pad imprint, pad rinse, and membrane filter
techniques byartificially contaminatinganagar
surface withapproximately102CFU of S.aureus per
cm'.
The Rodac plate mean uptake of S. aureus from the agar was48%; however, allofthe bacteria which were picked up from the
sample site weretransferred effectively (Table
1). Asasampling method,thesingle-phase
Ro-dacplate techniquewasinsensitive but efficient.
Velvet pads, on the other hand, picked up a
greater percentage of organisms than did the
Rodac plate technique but transferred
orga-nisms very inefficiently. The introduction of a
second phase in the velvet pad techniques
re-sulted in aconsiderable difference between the
effective uptake and transferrates.Theeffective
transfer by velvet pad rinse was significantly
better than that by velvet pad imprint (P < 0.001,Student's ttest).Theuptake and transfer
of S.aureus wassignificantlybetterwith velvet
pads than with velveteen padsbyboththe pad
imprint and thepadrinsetechniques (P<0.01,
Student'sttest).
Recovery ofS.aureus wassignificantlybetter
with 3- and 5-dm membrane filters than with
Rodac plate, pad imprint, or pad rinse
tech-niques (P < 0.001, Student's t test) (Table 1).
The effective uptake and transfer of S. aureus
froma
contaminated
agarsurface bythemem-branefiltercontacttechniquewasbetterwith
3-and
5-jim
membranefiltersthan with 0.45- and1.2-,um filters (Table 1). Similar results
demon-strating efficient bacterial uptake and transfer
were obtained with
5-jim
filters placed on apaddle containing nutrient medium. Very few
CFU remained on the agar surface after
sam-pling witha
5-jim
membranefilter(Fig. 2). Theeffectiveuptake and transfer of S. aureusby
5-itm membrane filterwasefficient andreliableat
both low (100 CFU/cm2) and high (102 CFU/
cm2)inocula(Table 2). The uptake and transfer
of E. coli by
5-gm
membrane filter was alsoprecise and efficient.
Recovery of
bacteria
fromartificially
contaminated
tissue surfaces. The recoveryratesfrom
contaminated
bovine tissue surfacesTABLE 1. S. aureuseffective uptakeandtransferratesfromcontaminated agar surfaces by sampling method
Inoculum
Samplingmethod n (CFU/ Effective uptake" Effective transfer' Significanceb
cm2)
Rodacplate il 134 0.48±0.04 0.49±0.03 P <0.001
Velvetpad
Imprint 19 99 0.63 ±0.02 0.09±0.01 P<0.001
Rinse 18 84 0.53±0.04 0.27±0.02 P <0.001
Velveteenpad
Imprint il 99 0.07±0.04 0.05 ±0.01 P<0.001
Rinse 19 84 0.15±0.04 0.005±0.001 P<0.001
Membranefilter,pore size:
0.45
im
19 70 0.17±0.08 0.39±0.07 P <0.0011.2im 19 70 0.76±0.05 0.85±0.05 P <0.05
3
im
19 70 0.84±0.02 0.96±0.04 NS5,m 19 70 0.83 ±0.03 0.99±0.04
'Results expressedasmean±standard errorof the mean.
'
The
effective transfer ofeach sampling method was compared to that of the5-îim
membrane filter byStudent'sttest. NS,Notsignificant.
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MOIST SURFACE SAMPLING TECHNIQUE 253
TABLE 3. S. aureus recovery rates from contaminated bovine skeletal muscle by sampling
method (n=15)
% of
Reo-quantita-
sgii Sampling method Recov' tive tis- cancereraesuedilu- cne tion
Rodac plate 5±3 36 P<0.001
5-nmmembrane fil- 52±5 75 NS
ter
Quantitative tissue 69±5 100 NS dilution
nResults are expressed as mean recovered CFU/
cm2±standarderrorof the mean.
bStatistical comparisons of all sampling methods by Kruskal-Wallis variance analysis. NS, Notsignificant.
A
FIG. 2. (A)The membrane filter was applied to the agarsurfacefor5sand then removed. (B) The CFU remaining at the sample site grew as macroscopic coloniesafter incubation.
TABLE 2. Effective uptake and transfer rates from contaminated agar surfaces of the
5-pm
membranefilteratvarious inoculum levels
Inocu-lum Effective up- Effective Organilsm n (CFU/
take0
transfer'
cm2)
S.aureus 18 4 0.93±0.01 0.93±0.04
19 70 0.83±0.03 0.99±0.04 20 136 0.97±0.003 0.85±0.04
E.coli 20 100 0.95±0.005 1.00±0.02
aResultsexpressedasmean ±standarderrorof the
mean.
with the
Rodac
plate
technique
weresignifi-cantly lower than
rates witheither
themem-brane filter
paddle
orthe
quantitative
tissue
dilution
techniques
(P
<0.001, Kruskal-Wallis
test)
(Table 3).
Although
the membranefilter
paddle
meanrecoveryrate waslower than thequantitative
tissuedilution
technique
rate, therewasno
statistical difference (P
<0.05,
Kruskal-Wallis
test).
Background
bacterialcontamina-tion hadno
significant
effectonthe number ofCFU
recovered
by
thesampling
methods(e.g.,
1
CFU/30
cm2
wasrecovered fromuncontami-nated
bovine muscleby
membrane
filterpad-dle).
We obtainedsimilar results
when wearti-ficially contaminated abdominal
tissue of liveanesthetized
rabbits with S. aureus and thensampled
the tissue surface by Rodac plate,mem-brane
filter paddle, and
quantitative tissuedi-lution techniques.
DISCUSSION
Our study
reports a new methodfor
quanti-tating
thenumber of bacteria on a moist surfaceby using
amembranefilter
contacttechnique.
Traditionally,
membrane filters are used forbac-teriological analysis
ofwater and wastewater byfiltration.
Our technique
does not rely onpassingfluid
through the membrane filter. Rather, the
filter is applied directly
to the moistsurface tobe sampled.
Bacteria arepresumably
absorbedinto the filter
and trapped in itsinterstitial
spaces.
Bacterial adherence
tothefilter
surface
through electrostatic forces
mayalso be of
in-portance.
The
trapped bacteria
are thenplaced
on a
nutrient medium for culture and
quantita-tion. The
5-pin membrane filter recovered
sig-nificantly
more bacteria fromartificially
con-taminated surfaces than did Rodac
plates, velvet
pads, velveteen pads,
orsmaller-pore-size
mem-brane filters. Over 90% of the individual
S.
au-reus and E.
coli CFU
oncontaminated
agarsurface
wereconsistently picked
upby the
5-,tmmembrane
filter.
In samplingcontaminated
tis-sue
surfaces, the
bacterial
recoveryof
the
5-jm
membrane filter was
similar
tothat of thequan-titativedilutions of tissue
biopsies,
and the5-jtm
membrane
filter
wasconsiderably
easiertoproc-ess inthe
laboratory.
Intheseexperinents,
wefound
that afilterpaddle containing
dehydrated
medium was
less
cumbersome thanindividual
filter membranes. Inour
hands,
the membranefilter
contacttechnique
produced
easy andac-curate
quantitative surface
cultureresults.
VOL.12, 1980
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254
CRAYTHORNOur Rodac
plate
recovery ratesof
approxi-mately 50% of the bacteria from contaminated
agar
surfaces
weresimilar
tothose of
Angelotti
et al.
(2).
However,
ourRodac
plate
recoveryrates
from
contaminated tissue and wound
sur-faces
weresignificantly lower than membrane
filter
contact orquantitative
tissue
dilution
re-covery rates.
Apparently,
the bacteria tested
attach
totissue
surfaces and membrane filter
surfaces
moreavidly
than
toagarsurfaces.
The
recovery ratesof velvet and velveteen
pads
havebeen
studied
by
other
investigators
(6,
10,13). Velvet has
alonger
napthan
does
velveteen. The velveteen
pads
used in
ourstudy
had
consistently
lower
uptake
and
transfer
ratesby both the
pad
imprint
and
pad
rinse
tech-niques than did the
velvet
pads.
Raahave
(14)
reported
that the velvet
pad
rinse
technique
resulted in
a30-fold
improvement
intransfer
rates,
from
2 to61%,
overthe velvet
pad
imprint
technique. In
ourhands,
there
wasonly
three-fold
improvement, from
9 to27%. The rinse
technique
wasawkward
and laborious
toper-form.
Bothvelvet and velveteen
pad
techniques
had
substantially
lower transfer
rates ascom-pared with Rodac
plate
and membrane filter
contact
methods.
Becauseof the differences
infiber
content,threads
per squareinch,
length
of
nap, presence or
absence of fabric
sizing
and
dye,
and
general
lot-to-lot
variability,
it
appearsthat
velvet
orvelveteen
surface
sampling
cannotbe
standardized
toyield precise
and
consistent
re-sults
from
laboratory
tolaboratory.
Traditionally,
the
quantitative tissue dilution
technique
is
used
todetermine the
tissue level
of bacterial
colonization
rather than the
degree
of surface contamination
(9).
Becausecoloniza-tion of
asurgical
orburn wound is
asurface
phenomenon,
aknowledge of the surface
con-tamination
level
wasof interest
in ourstudy.
Use of the
quantitative
tissue dilution technique
as a
surface
sampling method has three inherent
problems: (i) accidental cross-contamination of
clean
tissue
surfaces while
collecting specimens,
(ii) inaccuracies
inmeasuring the
exact area ofthecontaminatedsurface excised, and
(iii)
diffi-culties inprocessing
samples
withcontaminatedsurfaces
of morethan
2cm2. We
avoidedtheseproblems
inourexperiments with bovineskele-tal muscle
by
first preparing
uniform tissuespec-imensand then
artificially
contaminatingtheir
surfaces before sampling
them by any method.However,
inexperiments
in which weartificiallycontaminated the abdominal
tissue of live,anes-thetized
rabbits before
sampling, we obtainedhighly
variableCFU/cm2
counts with thequan-titative
tissue dilutiontechnique.
We attribute
this variancetothe
problems
mentioned above
and do not
feel that this technique is
practic
as a
surface
sampling technique for surgic
wounds.
The high and
reproducible
recoveryof bact
ria
from
moist
surfaces by the membrane filt
contact
technique in
ourexperiments encot
ages
further
investigation of its
use inclinic
and
microbiology
studies. Membrane filter
cctact
techniques
maybe
useful for
precisely
quititating
thenumber of
organisms
in a surgiwound
atthe time
of closure
ormonitoring
bi
wound
colonization
topredict
which
patients
at
high risk of
developing infection.
ACKNOWLEDGMENTS
This research was supported by Public Health Sei grants AI-14533 and 1T32 AI-07011-03 from the Nati
InstitutesofHealth.
Membrane filterpaddleswerekindlyprovided byF RudermanandChristopherSimmons ofMillipore Corp.,
ford, Mass.
LMRATURE C1TED
1.Aglietti, P.,E. A. Salvati, P. D. Wilson, and i Kutner. 1974. Effect ofasurgicalhorizontal unic tional filter air flow unit on wound bacterial coni nation and woundhealing.Clin.Orthop.1:99-104 2. Angelotti, R., J. L Wilson,W. Litsky, and M Walter.1964.Acomparativeevaluation of thece swab and rodac methods for the recovery of Bat subtilisspore contamination fromstainless steel faces. Health Lab.Sci. 1:289-295.
3. Brote,L.,J.Gillquist,and A.Tarnvik. 1976.W infections in general surgery. Wound contamins ratesofinfection,and someconsequences.Acta Scand. 142:99-106.
4. Cotton,R. A., K. J. Sladek, and B. I. Sohn. Evaluation ofasingle-stepbacterial pollution moi J. Am. Water Works Assoc. 67:449-451. 5.Hall,L. B., and M. J.Hartnett. 1964.Measureme
the bacterial contamination on surfaces in hosp Public HealthRep. 79:1021-1024.
6. Holt, R. J. 1966. Pad culture studies onskin surfac Appl. Bacteriol. 29:625-630.
7.Jepsen, O. B.1973.Contamination of the wound di
operation and post-operative wound infection. Surg. 177:178-180.
8. Kass, E. H. 1957. Bacteriuria and diagnosis of infecti theurinary tract. Arch. Int. Med. 100:709-714. 9. Krizek,T. J., and M.C. Robson. 1975. Evoluti<
quantitativebacteriologyihwoundmanagement. J.Surg. 130:579-584.
10.Lederberg, J., and E. M. Lederberg. 1952. Re plating and indirectselectionofbacterialmutan Bacteriol. 63:399-406.
11. Loebl,E. C.,J. A. Marvin, E. L.Heck, P. W. Cur andC. R. Baxter. 1974. The method of quantit burnwound biopsy cultures and itsroutine useiI
care oftheburned patient.Am. J. Clin. Pathol.6)
24.
12. Maki,D.G., C. E.Weiue,and H. W.Saraffu. 19' semiquantitative culture method for identifying i venouscatheter-related infection. N.Engl.J. Med.
1305-1309.
13.Raahave, D. 1973. Agar contactplates inevaluatix skin-disinfection. Dan. Med. Bull.20:204-208. 14.Raahave, D. 1973. Bacterial density inoperationwot
ActaChir. Scand. 140:585-593.
on February 7, 2020 by guest
http://jcm.asm.org/
1980
15.Raahave,D. 1975.Experimentalevaluation of thevelvet
pad rinse technique as a microbiological sampling
method. Acta Pathol. Microbiol. Scand. 83:416-424. 16.Raahave,D. 1975. Newtechniqueforquantitative
bac-teriological sampling of woundsbyvelvetpads:clinical
sampling trial.J. Clin.Microbiol.2:277-280. 17.Robson,M.C., andJ. P.Heggers.1970.Delayedwound
closuresbased on bacterial counts. J. Surg. Oncol. 2: 379-383.
18.Stone, H. H. 1977.Gastric surgery. Biliary tract surgery. South. Med. J.Supply.1:35-42.
19. Swinscow, T. D. V. 1978.Statisticsatsquare one, 4th ed. Dawson &Goodail Ltd., TheMendip Press, Bath, England.