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Development and application of a mini DNA microarray for
the screening of wild bird populations in Europe for viral
pathogens

Sonal Shah
Background
Sources of Disease
• Animals are a major source of disease with 75% of all infectious
diseases originating from wildlife over the last few decades.
• Approximately 61% of identified human pathogens are zoonotic,
transferred directly or following mutations.
• Growth in the global population and migration of humans and
animals around the world has increased prevalence of new and
emerging pathogens in animals.
• To allow effective management of future disease threats it is vital
to monitor this large reservoir for infectious pathogens.
Background
Current Gold Standard is PCR based
• Rapid
• Sensitive

• Low Cost
• Ideal for known or suspect cases

Potential problems with PCR
• Very specific, may not detect emerging genotypes
• Difficult to multiplex

• Not suitable for unknown cases
Background
•

DNA microarray consist of a
collection of hundreds of
microscopic DNA spots attached to
a solid surface (glass or silicone).

•

Each DNA spot is composed of a
specific DNA sequence, known as
probes or oligonucleotides.

•

There are many different types of
microarray platforms available.

Probes

Solid Base
Avian Array Features
Consists of approximately 600 probes designed on the available
conserved genomic regions of avian viruses.
Covers a broad range of avian viruses.

The array is printed in a strip format (Alere Technologies), each
consisting of 8 individual arrays.
Avian Array Features
Avian viruses covered by the array
Virus family
Herpesviridae
Astroviridae
Poxviridae
Bornaviridae

Virus groups
Alphaherpesvirus
Astrovirus
Avipox virus
Borna disease virus
Circovirus
Circoviridae
Gyrovirus
Coronaviridae
Coronavirus
Togaviridae
Eastern equine
encephalitis virus
Birnaviridae
Gumboro disease virus
Orthomyxoviridae Influenza A virus
Metapneumovirus
Paramyxoviridae
Paramyxovirus 1-12
Parvoviridae
Parvovirus
Picornavirus
Picornaviridae
Duck Hepatitis A Virus
Polyomaviridae
Polyomavirus

Virus family
Reoviridae
Togaviridae

Virus groups
Reovirus
Sindbis virus
Flavivirus (other)
Japanese encephalitis virus
Murray Valley encephalitis virus

Flaviviridae

St. Louis encephalitis virus
Usutu virus
West Nile virus
Tick Borne encephalitis virus

Louping ill virus
Adenoviridae
Adenovirus
Hepeviridae
Avian Hepatitis E Virus
Hepadnaviridae Duck Hepatitis B Virus
Material & Methods
Sample
Preparation

Hybridisation

Array Imaging
and Analysis

~ 8 – 10hrs

Unique combination
of random
amplification &
specific biotin
labelling (adapted
from Gurrala et al.,
2009)

The identibac hybridisation
kit (Alere Technologies)

The ArrayMate (Alere
Technologies)

IconoClust software (Alere
Technologies)

R script analysis
Sensitivity Testing
Nucleic acid (NA) extracted from
a known clinical avian parvovirus
sample was serially diluted.
To determine detection limit of
avian parvovirus specific PCR,
NA dilutions were PCR amplified
and visualised on a 2 % agarose
gel.

Ducks experimentally infected
with Avian Influenza A were also
used to determine the limit of
array detection.
Nucleic acid was extracted from
cloacal swabs and viral load was
determined using a reverse
transcriptase qPCR (M gene)
before being tested on the array.
Array verification using known
virus samples
Virus Isolates
aPMV

No. of
strains
10

Showed clear
signal

Known Clinical
samples

10

No. of
Showed
sample clear
signal

Astrovirus (Turkey)

2

2

IBV & Astrovirus
(Turkey)

1

1

IBV (Turkey)

1

1

IBV

3

Not detected

Influenza A

9

9

aMPV

3

3

Parvovirus (Goose)

1

1

Reovirus

1

1

Reovirus (Turkey)

2

1

Sindbis virus

1

1

WNV (Magpie, Greece)

1

Not detected

Kunjin virus

1

1

LIV

1

1

TBEV

1

1

Usutu

1

1

WNV

3

3
Disease Investigation
No. of
samples

Showed clear
signal

Falcon samples

2

1x Circovirus

Manx Sheerwater

4

No virus detected

Flamingo

1

No virus detected

Magpie London

1

No virus detected

Swan

6

6 x Reovirus

Swan (suspect reovirus

1

1 x Reovirus

Swans were found dead in rearing
pens around July 2012 showing
intestinal deformities.

Unknown Clinical
samples

isolate)

EM was initially used to identify
reovirus in the virus culture.
For confirmation, a pan reovirus
RT-PCR for the L2 segment
(polymerase gene, Wellehan Jr et
al, 2009) and sequencing were
undertaken for all swan samples.
Phylogenetic analysis, based on 36
amino acids of L2 segment,
revealed two different strains of
ARV in the affected swans.
Avian Reovirus (ARV)
characterisation

56

0.05

Avian_ABF82230.1
Gallus_AEZ06573.1
AEZ06574.1
Turkey_AV00085-AVP-12-002428
ACH72476.1
Broiler_YP_004226522.1
66 ACH72475.1
Goose_orthoreovirus_AFQ62079.1
Swan_8636
Swan_8322
Swan_8721
36
Swan_8634
Swan_8321
Swan_8317
Swan_8633
Duck_reovirus_AFV52258.1
AFV52270.1
80 Duck_reovirus_AGJ98430.1
AGH25586.1
Swan isolate
Steller_sea_lion_AED99918.1
61
Magpie London
56
AEQ49381.1
58
AEQ49363.1
99 Bat_YP_007507325.1
Bat_AEQ49375.1
AGI97912.1
AFQ41025.1
Mammalian_ABP48913.1
AFN01893.1
99
ADY80532.1
AFQ37937.1
ADY80522.1
63 ADY16666.1
ADD11993.1
Human_ACZ53985.1
AAL36027.1
Masked_palm_civet_YP_003199418.1
ABG49449.1
Grass_carp_AGG53846.1
Avian Reovirus
Reovirus genome consists of a 23.5
Kb double-stranded segmented
RNA.

ARVs are associated with a wide
range of disease syndromes in
commercial chickens and turkeys.
Transmitted horizontally by faecal
oral route and contaminated egg
shells and vertically from infected
hens to their chicks.
Increase in cases of ARVs being
reported from a wide range of avian
species.
Recent studies describe new
isolates from broilers that differ from
the classical strains used in
commercial vaccines.
Surveillance
• Swedish common eider (x42)
– Reproductive failure
– 33 hunted & 9 found dead

• Greek corvids (x 16)
– No clinical history provided
– All hunted

• All confirmatory PCRs tests
negative

Swedish

Adenovirus

Greek

2

0
6

aMPV

Confirmatory PCR

0

aPMV

1

0

Astrovirus

4

0
4

Circovirus

0

Coronavirus

1

0

Dependovirus

3

-

Sample Quality
Flavivirus

Found dead

0

Hepatitis A

Hunted

4
5

-

Hepatitis B+E
Sindbis

3

1

-
Conclusions
Sensitivity testing indicates the array is 100-fold less sensitive
compared to the conventional PCR.
In terms of virus genome, the array could detect down to 1.7x 102 virus
genomes from the Influenza A samples.
The array has proven its potential as a frontline tool in the investigation
of suspected avian viral disease syndromes, supported by detection of
highly pathogenic IBV (turkey) and novel ARVs (swans).
Phylogenetic analysis of swan reoviruses revealed two genetically
diverse strains of the virus.

The low cost, ease of use, and short turnaround time provides a
desirable multiplex assay for a broader user base compared to other
microarrays of its type.
Acknowledgments
Supervisors:
Akbar Dastjerdi (AHVLA)
Paul Barrow (University of Nottingham)
Co- Supervisors:
Liljana Petrovska (AHVLA)
Abu-Bakr A. K. Abu-Median (University of Nottingham)

Provision of virus strains:
Chad Fuller
Charalambos Billinis
Dan Horton
Dolores Gavier-Widén
Elizabeth Aldous
Karen Mansfield
Marek Slomka
Nick Johnson
Scott Reid

Funding:

Bioinformatics:
Javier Nunez-Garcia
Other AHVLA members:
Falko Steinbach
Jackie Fenner
Muriel Mafura
MVIU
Nikki MacLaren
Roderick Card
Sahar Mahmood
Sarah McGowan
VI5 Students

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Sonal 201113 davos

  • 1. Development and application of a mini DNA microarray for the screening of wild bird populations in Europe for viral pathogens Sonal Shah
  • 2. Background Sources of Disease • Animals are a major source of disease with 75% of all infectious diseases originating from wildlife over the last few decades. • Approximately 61% of identified human pathogens are zoonotic, transferred directly or following mutations. • Growth in the global population and migration of humans and animals around the world has increased prevalence of new and emerging pathogens in animals. • To allow effective management of future disease threats it is vital to monitor this large reservoir for infectious pathogens.
  • 3. Background Current Gold Standard is PCR based • Rapid • Sensitive • Low Cost • Ideal for known or suspect cases Potential problems with PCR • Very specific, may not detect emerging genotypes • Difficult to multiplex • Not suitable for unknown cases
  • 4. Background • DNA microarray consist of a collection of hundreds of microscopic DNA spots attached to a solid surface (glass or silicone). • Each DNA spot is composed of a specific DNA sequence, known as probes or oligonucleotides. • There are many different types of microarray platforms available. Probes Solid Base
  • 5. Avian Array Features Consists of approximately 600 probes designed on the available conserved genomic regions of avian viruses. Covers a broad range of avian viruses. The array is printed in a strip format (Alere Technologies), each consisting of 8 individual arrays.
  • 6. Avian Array Features Avian viruses covered by the array Virus family Herpesviridae Astroviridae Poxviridae Bornaviridae Virus groups Alphaherpesvirus Astrovirus Avipox virus Borna disease virus Circovirus Circoviridae Gyrovirus Coronaviridae Coronavirus Togaviridae Eastern equine encephalitis virus Birnaviridae Gumboro disease virus Orthomyxoviridae Influenza A virus Metapneumovirus Paramyxoviridae Paramyxovirus 1-12 Parvoviridae Parvovirus Picornavirus Picornaviridae Duck Hepatitis A Virus Polyomaviridae Polyomavirus Virus family Reoviridae Togaviridae Virus groups Reovirus Sindbis virus Flavivirus (other) Japanese encephalitis virus Murray Valley encephalitis virus Flaviviridae St. Louis encephalitis virus Usutu virus West Nile virus Tick Borne encephalitis virus Louping ill virus Adenoviridae Adenovirus Hepeviridae Avian Hepatitis E Virus Hepadnaviridae Duck Hepatitis B Virus
  • 7. Material & Methods Sample Preparation Hybridisation Array Imaging and Analysis ~ 8 – 10hrs Unique combination of random amplification & specific biotin labelling (adapted from Gurrala et al., 2009) The identibac hybridisation kit (Alere Technologies) The ArrayMate (Alere Technologies) IconoClust software (Alere Technologies) R script analysis
  • 8. Sensitivity Testing Nucleic acid (NA) extracted from a known clinical avian parvovirus sample was serially diluted. To determine detection limit of avian parvovirus specific PCR, NA dilutions were PCR amplified and visualised on a 2 % agarose gel. Ducks experimentally infected with Avian Influenza A were also used to determine the limit of array detection. Nucleic acid was extracted from cloacal swabs and viral load was determined using a reverse transcriptase qPCR (M gene) before being tested on the array.
  • 9. Array verification using known virus samples Virus Isolates aPMV No. of strains 10 Showed clear signal Known Clinical samples 10 No. of Showed sample clear signal Astrovirus (Turkey) 2 2 IBV & Astrovirus (Turkey) 1 1 IBV (Turkey) 1 1 IBV 3 Not detected Influenza A 9 9 aMPV 3 3 Parvovirus (Goose) 1 1 Reovirus 1 1 Reovirus (Turkey) 2 1 Sindbis virus 1 1 WNV (Magpie, Greece) 1 Not detected Kunjin virus 1 1 LIV 1 1 TBEV 1 1 Usutu 1 1 WNV 3 3
  • 10. Disease Investigation No. of samples Showed clear signal Falcon samples 2 1x Circovirus Manx Sheerwater 4 No virus detected Flamingo 1 No virus detected Magpie London 1 No virus detected Swan 6 6 x Reovirus Swan (suspect reovirus 1 1 x Reovirus Swans were found dead in rearing pens around July 2012 showing intestinal deformities. Unknown Clinical samples isolate) EM was initially used to identify reovirus in the virus culture. For confirmation, a pan reovirus RT-PCR for the L2 segment (polymerase gene, Wellehan Jr et al, 2009) and sequencing were undertaken for all swan samples. Phylogenetic analysis, based on 36 amino acids of L2 segment, revealed two different strains of ARV in the affected swans.
  • 11. Avian Reovirus (ARV) characterisation 56 0.05 Avian_ABF82230.1 Gallus_AEZ06573.1 AEZ06574.1 Turkey_AV00085-AVP-12-002428 ACH72476.1 Broiler_YP_004226522.1 66 ACH72475.1 Goose_orthoreovirus_AFQ62079.1 Swan_8636 Swan_8322 Swan_8721 36 Swan_8634 Swan_8321 Swan_8317 Swan_8633 Duck_reovirus_AFV52258.1 AFV52270.1 80 Duck_reovirus_AGJ98430.1 AGH25586.1 Swan isolate Steller_sea_lion_AED99918.1 61 Magpie London 56 AEQ49381.1 58 AEQ49363.1 99 Bat_YP_007507325.1 Bat_AEQ49375.1 AGI97912.1 AFQ41025.1 Mammalian_ABP48913.1 AFN01893.1 99 ADY80532.1 AFQ37937.1 ADY80522.1 63 ADY16666.1 ADD11993.1 Human_ACZ53985.1 AAL36027.1 Masked_palm_civet_YP_003199418.1 ABG49449.1 Grass_carp_AGG53846.1
  • 12. Avian Reovirus Reovirus genome consists of a 23.5 Kb double-stranded segmented RNA. ARVs are associated with a wide range of disease syndromes in commercial chickens and turkeys. Transmitted horizontally by faecal oral route and contaminated egg shells and vertically from infected hens to their chicks. Increase in cases of ARVs being reported from a wide range of avian species. Recent studies describe new isolates from broilers that differ from the classical strains used in commercial vaccines.
  • 13. Surveillance • Swedish common eider (x42) – Reproductive failure – 33 hunted & 9 found dead • Greek corvids (x 16) – No clinical history provided – All hunted • All confirmatory PCRs tests negative Swedish Adenovirus Greek 2 0 6 aMPV Confirmatory PCR 0 aPMV 1 0 Astrovirus 4 0 4 Circovirus 0 Coronavirus 1 0 Dependovirus 3 - Sample Quality Flavivirus Found dead 0 Hepatitis A Hunted 4 5 - Hepatitis B+E Sindbis 3 1 -
  • 14. Conclusions Sensitivity testing indicates the array is 100-fold less sensitive compared to the conventional PCR. In terms of virus genome, the array could detect down to 1.7x 102 virus genomes from the Influenza A samples. The array has proven its potential as a frontline tool in the investigation of suspected avian viral disease syndromes, supported by detection of highly pathogenic IBV (turkey) and novel ARVs (swans). Phylogenetic analysis of swan reoviruses revealed two genetically diverse strains of the virus. The low cost, ease of use, and short turnaround time provides a desirable multiplex assay for a broader user base compared to other microarrays of its type.
  • 15. Acknowledgments Supervisors: Akbar Dastjerdi (AHVLA) Paul Barrow (University of Nottingham) Co- Supervisors: Liljana Petrovska (AHVLA) Abu-Bakr A. K. Abu-Median (University of Nottingham) Provision of virus strains: Chad Fuller Charalambos Billinis Dan Horton Dolores Gavier-Widén Elizabeth Aldous Karen Mansfield Marek Slomka Nick Johnson Scott Reid Funding: Bioinformatics: Javier Nunez-Garcia Other AHVLA members: Falko Steinbach Jackie Fenner Muriel Mafura MVIU Nikki MacLaren Roderick Card Sahar Mahmood Sarah McGowan VI5 Students