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Using molecular biology tools to investigate fecal contamination
Tami L. Sivy, Ph.D.
Professor of Chemistry
Quick review of standard methods
Rapid DNA testing for beach closings
Genetic methods for microbial source tracking
Presentation TopicsWhy am I speaking during this session on beach closings BUI?
Fecal indicator bacteria
Fecal coliforms--bacterial indicator of feces contamination
--typically Escherichia coli are measured
Standard EPA culture method
Colilert culture method measures E. coli levels after overnight growth
4-Methylumbelliferyl β-D-glucuronide (MUGlcU) *Allowable level for full body human contact is < 300 CFU/100 mL
<«
·· :·.:?~~ii/: ..... I. '••1 ··or,,,,, .. , .. ,:,;'· ··, T,;,
"'
Rapid DNA testing:Taqman qPCR relies on a fluorescent reporter
http://www.appliedbiosystems.com/absite/us/en/home/applications-technologies/real-time-pcr/taqman-probe-based-gene-expression-analysis.html
(qPCR: quantitative Polymerase Chain Reaction)
A= Reporter Q = Ouenche,
s1,and OiSJ)hu.-:en,ent O ~
··~ ~:::::!..._'----3~=:....::· ,. __ ,. ,._ -r ,. ~------··
Cleavage
*'' ~. ,. ,. •• ,. -r .. Poly1n erization
* J Compl&ted ' \ ·- --, •• ,. ••
•• -r ••
Collect water sample
Transport to lab
Filter water sample Run qPCR
Extract DNA
Rapid DNA testing
Obtain results
Analyze dataFluorescence a 1/CT
CT a 1/[DNA]
Adapted from MSU figure
. ,. • · • · • · • · ... . ·" · ., . ., . .•
"' , . .. ...
s1,.,..f.,,d c , ... .., ..
;;. ;,.,, ;,
t .1
:'1111
t .: Y1
1111: 111
:1 :w->: 111
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X
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Validation study
Standardized prototol, Master same standard Standardized data
prescribed • wrve5, • quality
reagents, positive & atteptanc;e
reference negative criteria
and c;ontrol control data materials
Water Research Volume 156, 1 June 2019, Pages 456-464
ELSLYlER
Standardized data quality acceptance criteria for a rapid Escherichia coli qPCR method (Draft Method C) for water quality monitoring at recreational beaches
Mano Sivaganesan •, Tiong Gim Aw h, Shannon Briggs<, Erin Dreelin d, Asli Asian °, Samuel Dorevitch f, Abhilasha
Shreslha f, Natasha Isaacs S,Julie Kinzelman ", Greg l<leinheinz ;. Rachel Noblei, Rick Rediske •, Brian Scull k, Susan
Rosenberg 1, Barbara Weberman 1, Tami Sivy m, Ben Southwell n, Shawn Siefring O ••• Richard Haugland O P.. B
l!I Show more
https:/ /d oi.org/10.1016/j.watres .2019 .03.011 Get rights and content
1.863 log10
DNA copies/reaction
Acceptance level for full body human contact
The results are entered in Michigan Beach Guard each afternoon for sampled beaches.
qPCR sampling sites now
Map produced by Chris Vandenberg, MDEQ
Microbial Source Tracking project
Health Department Officers
Makes final decisions for policy and public health.
Sanitarian and students
Conducts monitoring and surveys
Laboratory
Analyzes water samples, reports results to
Health Department
AOC Coordinator, EGLE, USEPAOversees project with regulatory and financial
recommendations, receives quarterly and final reports
Project/ QAPP Manager
Supervises sampling and laboratory
measurements, prepares necessary reports
The objective of the project has been (and will be) to identify locations and sources of fecal contamination that negatively impact Saginaw Bay,
especially at sites that the public uses for recreational purposes
Source trackingCan we determine where the contamination originates?
Bacteriodes
We can exploit subtle differences in gene sequences of bacteria that grow in varying hosts. Here, we use primers designed for the 16S rDNA from Bacteroides from host organisms.
www.biotechniques.org
Identify source(s)'t10
nu al: ocaacQOOcaQM¢ctt..10e~cccttaamt<1tcnanoaocQ!llOQCacJeQ at9toactc l 11663: yL·<1<uj1.gc:.1y<1cJ1.C:ll.illt'ilyLtt.l.lJµ.iJlylu.iJII liJl'l.~Jlt:yL·d._l.lYiJlyltj<-.k I I IC.bi': gr ""'Y91"!J<.,1g,1,irc.tr,,cc .. 1grurtg,ir ,1"!)trr ,1nt,,c.<().)tt.gr..-g,1g,1f!}rg.'ll"tr. l 11bb1: 4Jl.~-r..(JI.IJ(."111Jl:tl:tl.C:ll.l:Rt'.11Jltt.lliw.i:ilulu.l:tll ll:sl'l.(fJk:1JL.~1Ji:iluWdlk
970 n 1r "I: ttrm1.l(J:nh.:J:igr,. ~cl(Jt" Afnqrtqtrotr a,cl\"qtfltq1tn~~!ltt l 11663: ll1:gJN!JL·dlqJdlJ~JU lgdc,:.l:tllJyl·'-9b:ylt1Syl·l,.g (.,Jk9'4111y~ (9Uygg ll I I I (i6:>: ttr.oo,,gr .. "Jlg:J,llJC" ,'l<79JlgrJ\}." ,Vl}oc.tgtr.gtr~1gc.Wgtgk.ghJ,10,1tgttogg tt L 11 bo I: tlOOOOQca1llQdOcacacJ01lltt<IC81!!QC1lltoQ!<OQCti: QIQIO(lllJaQatQU!IQQ tt
1052 I UI 111: ~ILLt.g..~0'¥,,_(J::N~lU.t\llJ.B'.Ll.(JIJ ~d1tlt:111.1.kt1 Uy~"-4k!Jw,>;,1 111(163: .1,1otrrrgC"n.1rg,-:oc.gr,"'"X"C"r.«gh" ,.tt,10H9:"t,..-r,,ttt,,gttu~,,."rlr.fn."9.J LI l bb2: aaatoccocaaco~ogcM::cocci:it<-ctta!ltttKtaocattta<ltr9ctJcactttaaQg l11661: m1ylluyt...1..•qM:llYLJ.:.l.(.LU.gk d.ll1ylliJ'_I.J.t.iJlll.Jg~~l·dlld .. kr.,!Y
IMO , u, 111: d(Jc(.lutUJulQ111.i1l:l:.llt\lLtJ,.-.:1,J11l:t1J1J k11J1J1Jl:t 14.M1LukM:Jltt.LL1SkJ-c.o:tld<.4J I 11 Ci63: .1g,1rtg.-ro9hJ,Y •"'1J«gc.o,100-"''"W\1900-"Jtg,,c.gtr ,')1otn.tt-;Jf'!IOe.<dt;rg I I I Cibi': ~!1-''Jq."'!J91U-"" ~~«~c.n.=im1Nl()."Jtnq(JYJl'fl,'IC.qtr M!Jl\"rh"rA'!l!lCA"(.ta-~ l 11661: ~!JNd~,'-lY\lltJ~u.gc:y11yg~JJlyg(Av.llgcil'9lLa!ykLv..dlyyt1.dlrt.g
-·-·'· 1170 QQttQQOC ___ _
3: ggdyyyc.l.Jl.Jl.il·y~li.1L· >: ggc.1'9n-,-.r,r,y,1c91'!.lr.r,r l: (J(ll·kJ1JlJd.l:m:R·a·1,,11J#-l?IL·
tli
,11,fi ,,
qPCR standard curves for each marker
y = -3.3267x + 39.11R² = 0.9991
0
5
10
15
20
25
30
35
40
0 1 2 3 4 5 6 7
Ruminant
y = -3.389x + 39.918R² = 0.9986
0
5
10
15
20
25
30
35
40
0.E+00 1.E+00 2.E+00 3.E+00 4.E+00 5.E+00 6.E+00 7.E+00
Human
y = -3.3635x + 38.622R² = 0.9988
0
5
10
15
20
25
30
35
40
0 1 2 3 4 5 6 7
Bovine
RumBac2 HF183
CowM2
•··············· '••···········• ..... ,,, ......... .. ,,, .......... ............ ,
........... ,,, .....
.... ,, ·········• ···············& ... ,.,, ....... . ........ , ...... .... ,
....... ... ....... ········
·········•
.... __ . ...... ............. , '••·······
'••···········
Our home: the Saginaw Bay Watershed
Iosco County source tracking sampling sites 2018
Site # Site Name
19Tawas State Park - Day
Use
20Tawas State Park -
Campground
21 County Road
22 East Tawas
23 1st Street
24 Tawas City
25 Gateway
26 Douglas Drive
27 Alabaster
Example of pilot study results
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
1.8
2
0.0
500.0
1000.0
1500.0
2000.0
2500.0
7/24 8/7 8/14
Sou
rce (log1
0 D
NA
cop
ies/reaction
)
Co
liler
t (C
FU/1
00
mL)
Iosco County: 1st Street Bridge (Tawas River)
Colilert Human Ruminant
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
1.8
2
0
500
1000
1500
2000
2500
6/19 6/26 7/3 7/10 7/17 7/24 7/31 8/7 8/23
Sou
rce (log1
0 D
NA
cop
ies/reaction
)
Co
liler
t (C
FU/1
00
mL)
Iosco County: Gateway Park Beach
Colilert Human Ruminant
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
1.8
2
0
500
1000
1500
2000
2500
7/31 8/7 8/14 8/23
Sou
rce (log1
0 D
NA
cop
ies/reaction
)
Co
liler
t (C
FU/1
00
mL)
Iosco County: Douglas Drive Beach
Colilert Human Ruminant
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
1.8
2
0.0
500.0
1000.0
1500.0
2000.0
2500.0
7/24 7/31 8/7 8/14 8/23
Sou
rce (log1
0 D
NA
cop
ies/reaction
)
Co
liler
t (C
FU/1
00
mL)
Iosco County: State Park Day Use Beach
Colilert Human Ruminant
L • • • •
- - - I L _ L - -• • • •
Starting to piece things together…
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
1.8
2
0.0
500.0
1000.0
1500.0
2000.0
2500.0
Gateway Douglas Dr Tawas State Park- Day Use 1st Street
Sou
rce
(lo
g10
DN
A c
op
ies/
reac
tio
n
Co
liler
t (C
FU/1
00
mL)
Rain event 8/7: Iosco County
Colilert Ruminant Human
Bio-Rad digital droplet PCR system
Photo provided by Matt Flood, MSU
.-.......... ~ .... -
ddPCR
Oncotarget. 2017; 8:85234-85251.
qPCR B ddPCR L partitioning
PCR - - --""'•► - - -
- -- - --20,0CIO droplets
analysl1J '
quantllllllve .._,..,eaUll'M.,o,tll.. __ __, ______ ..,.
•
analy1Jls . •
-""'•►0 posJtivo cJroplot 0 negative drople
What now???
Filters have been stored for source tracking analysisfrom beaches and inlets for the entire season of 2019
New markers!
Continue optimization of ddPCR methods
Consider upstream sites for analysis
My students: Olivia Bishop, Trenton Vogel, Emily Greeson, April Lukowski, Marc Dean
Bruce HartEGLE: Shannon BriggsOGL: John RileyMSU: Jean Pierre Nshimyimana, Matt Flood, Erin DreelinEPA: Rich Haugland, Orin Shanks, Mano Sivaganesan, Kevin Oshima
Health Departments: Joel Strasz, Joel Kwiatkowski, Tip MacGuire, Don Rousseau
Sea Grant: Meaghan GassSVSU: Saginaw Bay Environmental Science Institute,Chemistry Department, Sponsored Programs
Acknowledgements