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Toinette Hartshorne, Jordan Lang, Elana Swartzman, Pius Brzoska, and Lauren Tracy
Thermo Fisher Scientific, 180 Oyster Point Blvd., South San Francisco, CA 94080
RESULTS
Table 1. CFTR TaqMan® SNP Genotyping Assay targets
* Demographics data source: Castellani C, et al. (2008) Consensus on the use and interpretation of cystic fibrosis mutation
analysis clinical practice. J. Cyst Fibros 7:179-196.
CONCLUSIONS
We present here our development of 200 qualified TaqMan® SNP genotyping assays to key CFTR mutations, including difficult homopolymer targets and large deletions,
as well as a complete sample to data analysis workflow. Availability of these assays will enable tailored studies wherein: (1) targets are selected based on CFTR mutation
occurrence in populations of interest; (2) small or large numbers of samples can be run on customizable OpenArray™ panels of 60, 120 or 180 assays or on TaqMan®
Array 384-well plates; (3) highly accurate and reproducible CFTR genotypes can be acquired from blood and buccal cell samples.
A high throughput TaqMan® CFTR mutation genotyping workflow
Thermo Fisher Scientific • 5791 Van Allen Way • Carlsbad, CA 92008 • thermofisher.com
Three independent lots of OpenArray™ plates and one lot of
384-well plates pre-plated with CFTR assays were run on
the QuantStudio12k Flex System with 46 Coriell samples
covering 44 CFTR mutations. Lots were run in triplicate;
average calculated call rate and accuracy values (compared
to know Coriell genotypes) for each lot are shown. Overall
manual call rate <0.23%.
Additional testing: 64 blood samples (28 with CFTR
mutations), buccal samples, and synthetic templates.
CFTR assays run with Coriell gDNAs on OpenArray™ plates
CFTR assays run with Coriell gDNAs and plasmid controls on OpenArray™ plates.
Table 2. Performance metrics
Figure 3. 2184delA homopolymer region assays
Figure 2. Representative data
(A) 2184delA (7>6 As) is on the ACMG panel; 3 other
mutations occur in this A-tract. TaqMan® probes
conventionally cannot discern homopolymer indels, yet
assays were obtained that robustly discriminate
genotypes for the 1st 3 targets in the list.
(B) Shown are 3 of the assays run with Coriell gDNAs
and synthetic heterozygous controls on OpenArray™
plates. Heterozygous gDNA controls were available for
the 2184delA & 2183AA>G assays. The 2184insA (7>8
As) assay discriminates less well and performs better on
348-well (not shown) than on OpenArray™ plates.
Open Array™* 384-well
Lot 1 Lot 2 Lot 3 NA
Call Rate 99.46% 99.56% 99.76% 99.90%
Accuracy 99.97% 99.98% 99.97% 100.00%
Data points 46,638 14,346 16,280 12,880
Figure 4. Two TaqMan® SNP assays are used to detect polyT mutation 5T/7T/9T alleles
The CFTR 5T/7T/9T mutation is a component of the intron 8 polyAG/polyT mutation. The 5T mutation affects CFTR
RNA splicing, resulting in low levels of CFTR protein. 5T is incompletely penetrant and is associated with the most
severe forms of CFTR dysfunction when in cis with R117H.
(A) Translation table for each possible genotype and the expected results with the 5T and 9T assays, each of which
also contain a probe to the wild type 7T allele. The 5T assay 7T probe cannot distinguish 7T and 9T alleles, but this
does not impact genotype analysis.
(B) The 5T and 9T assays run on OpenArray™ plates with gDNAs isolated from blood leukocytes.
Figure 6. Two TaqMan® assays are used to detect large deletions
CFTRdele2.3 and CFTRdele22.23 are large deletion mutations that are each interrogated by a pair of modified copy
number assays. Wild type (_wt) and mutant (_mu) allele assays are run separately. Each assay contains a single
functional probe (wt = VIC™; mu=FAM™).
(A) Translation table for paired assay results: heterozygous samples will amplify with both assays; homozygous wild type
samples will only amplify with the wt assay.
(B) Shown are CFTRdele2,3 assays run with Coriell gDNAs, including a heterozygous sample, on OpenArray™ plates.
* OpenArray™ : lot 1 is 192-well format; lots 2 &3 are 64-well format
2184delA c.2052delA p.Lys684AsnfsX38
CTGTCTCCTGGACAGAAACAAAAAA[A/-]CAATCTTTTAAACAGACTGGAGAGT
2183delAAc.2051_2052delAA p.Lys684ThrfsX4
CTGTCTCCTGGACAGAAACAAAAA[AA/-]CAATCTTTTAAACAGACTGGAGAGT
2183AA->G c.2051_2052delAAinsG p.Lys684SerfsX38
CTGTCTCCTGGACAGAAACAAAAA[AA/G]CAATCTTTTAAACAGACTGGAGAGT
2184insA c.2052_2053insA p.Gln685ThrfsX4
CTGTCTCCTGGACAGAAACAAAAAAA[-/A]CAATCTTTTAAACAGACTGGAGAG
A A
B
F508del N1303KG551D2184delA
2307insA 2711delT405+1G>A R1066H
ABSTRACT
Cystic fibrosis (CF) is an autosomal recessive genetic
disease that is caused by mutations in the cystic fibrosis
transmembrane conductance regulator (CFTR) gene,
which has important roles in ion exchange. CF is the most
common genetic disease of Caucasians, affecting 1 in
3000 newborns and having a carrier frequency of 1 in 25.
CFTR mutations that reduce the quantity or the function of
CFTR proteins can cause CF or related diseases when
both gene copies are impaired. CF impacts mucin
production in lungs and other organs, and is a progressive
incurable disease. To facilitate CFTR mutation research,
we have developed a panel of 200 TaqMan® assays that
detect specific CF-causing mutations and provided a
complete high throughput CFTR mutation genotyping
workflow from sample preparation to data analysis.
INTRODUCTION
Key CFTR mutations were selected for TaqMan® assay
development from the CFTR1 and CFTR2 databases
based on population frequency and predicted functional
impact. Disease causing mutations occur primarily within
coding and regulatory regions and include single
nucleotide base substitutions, small insertion deletions,
large deletions, repetitive sequences, and triallelic
polymorphisms. The diverse nature of the mutations
presented challenges to developing assays that used a
single chemistry and that could be run together on one
platform, but these were overcome by using various design
strategies. TaqMan® SNP genotyping assays were initially
tested on both 384-well plates and OpenArray™ plates
(= 3072-well), run on a real-time PCR system, with Coriell
cell line gDNA samples that carry CFTR mutations. Given
that most CFTR mutations are rare and control gDNAs are
not available for them all, assays were also tested with
synthetic DNA controls representing all three genotypes for
each variant, to ensure robust allelic discrimination. Any
assays that failed to perform well were redesigned and
tested until a sufficiently robust assay was produced.
CFTR assays were additionally tested with DNA isolated
from blood and buccal cell samples, and assay accuracy
and concordance studies were performed. We present
here our development of a complete sample-to-data
analysis workflow for high throughput CFTR mutation
detection, and provide example assay data and analysis
methods for difficult targets such as the 5T/7T/9T
polymorphism.
MATERIALS AND METHODS
CFTR SNP assays: Assays were designed using the
proprietary Applied Biosystems™ TaqMan® SNP assay
design pipeline. Input sequences were stringently masked
to avoid underlying SNPs; target uniqueness for assays
were checked by alignment to genomic sequences. In the
event that an assay did not robustly amplify or discriminate
genotypes, alternate designs generated by the pipeline or
by manual adjustments were tested.
Samples: Samples used in testing included 47 Coriell
gDNA samples carrying 44 total characterized CFTR
mutations and plasmid DNA (from GeneArt) pools carrying
amplicon sequences for wild type or mutant alleles and 1:1
heterozygous mixtures. Passing assays were tested with
46 gDNAs purified from whole blood and 36 buccal swab
samples using the KingFisher™ Flex Magnetic Particle
Processor and MagMAX™ DNA Multi-Sample Ultra Kit and
a modified leukocyte or buccal swab isolation protocol.
Samples were quantified by qPCR with the TaqMan®
RNase P assay.
Genotype experiments: Samples were loaded onto
custom OpenArray™ Genotyping plates (192- and 60-well
format; 25 ng DNA/uL) and custom TaqMan® Array 384-
well plates (1.25 ng DNA/uL) containing pre-plated SNP
assays to CFTR mutations. Plates were run in real-time
mode on the QuantStudio™ 12K Flex Real-Time PCR
System. Exported experiment .eds files were analyzed by
the Thermo Fisher Cloud Genotyper module, which
enables examining real time traces, and/or stand-alone
TaqMan® Genotyper Software.
REFERENCES
• Cystic Fibrosis Mutation Database (CFTR1 database):
www.genet.sickkids.on.ca
• Clinical and Functional Translation of CFTR (CFTR2
database): http://www.cftr2.org
• Coriell Institute for Medical Research repository:
www.coriell.org
TRADEMARKS/LICENSING
© 2016 Thermo Fisher Scientific Inc. All rights reserved.
All trademarks are the property of Thermo Fisher Scientific
and its subsidiaries unless otherwise specified. TaqMan®
is a registered trademark of Roche Molecular Systems,
Inc., used under permission and license.
For Research Use Only. Not for use in
diagnostic procedures.
Figure 1. CFTR Genotyping Workflow
Whole Blood
or Buccal Swabs
DNA isolation from leukocytes or buccal
swabs with MagMAX™ DNA Multi-
Sample Ultra Kit and KingFisher™ Flex
Magnetic Particle Processor
Load samples on OpenArray™ plates
with the AccuFill™ System or on 384-
well plates pre-plated with assays
Run OpenArray™ plates on the QuantStudio™
12K Flex Real-Time PCR System.
Run 384-well plates on the same or other
Applied Biosystems™ real-time instrument
Perform genotype analysis with
TaqMan® Genotyper Software or
Thermo Fisher Cloud GT module
Genotype 5T assay result
7T (TT) = VIC / 5T (-) =FAM
9T assay result
9T (TT) =VIC / 7T (-) = FAM
5T/5T -/- -/- , und, or noamp
5T/7T TT/- TT/TT
5T/9T TT/- TT/TT, und
7T/7T TT/TT -/-
7T/9T TT/TT TT/-
9T/9T TT/TT TT/TT
Figure 5. Overlapping mutation targets: F508del region assays
F508del assay probes overlap I506V, I507del, I507V, F508C
ACCATTAAAGAAAATATCAT[-/CTT]TGGTGTTTCCTATGATGAAT
Sample genotype
Wild type assay result
VIC dye
Mutation assay result
FAM dye
wt/wt wt/wt No amp
mu/wt wt/wt mu/mu
A
B
2184delA 2183AA>G
2184insA
2184delA het
2183AA>G het
CFTRdele2,3_mu
CFTRdele2,3 het
wt samples; no amp
CFTRdele2,3_wt
CFTRdele2,3 het
B
A
B
(A) The most common CF-causing mutation,
F508del, is flanked by 4 other mutations, which do
not occur in cis. Assay probes for these clustered
mutations specifically identify their mutation target,
and fail to bind amplicons containing a nearby,
underlying non-target mutation.
(B) Shown are 3 assays to targets in this region, run
with Coriell gDNAs on OpenArray™ plates.
Note that F508del mu/mu samples are not amplified
by assays to the nearby variants.
F508del
F508C
I507del
F508del
mu/mu
F508del
mu/mu
F508del
mu/mu
F508del
het
I507del
het
F508C
het
5T/5T
5T/7T, 5T/9T
7T/7T, 7T/9T, 9T/9T
5T/5T
7T/7T, 5T/7T
9T/9T
7T/9T
5T/9T
9T assay5T assay

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A High Throughput TaqMan CFTR Mutation Genotyping Workflow

  • 1. Toinette Hartshorne, Jordan Lang, Elana Swartzman, Pius Brzoska, and Lauren Tracy Thermo Fisher Scientific, 180 Oyster Point Blvd., South San Francisco, CA 94080 RESULTS Table 1. CFTR TaqMan® SNP Genotyping Assay targets * Demographics data source: Castellani C, et al. (2008) Consensus on the use and interpretation of cystic fibrosis mutation analysis clinical practice. J. Cyst Fibros 7:179-196. CONCLUSIONS We present here our development of 200 qualified TaqMan® SNP genotyping assays to key CFTR mutations, including difficult homopolymer targets and large deletions, as well as a complete sample to data analysis workflow. Availability of these assays will enable tailored studies wherein: (1) targets are selected based on CFTR mutation occurrence in populations of interest; (2) small or large numbers of samples can be run on customizable OpenArray™ panels of 60, 120 or 180 assays or on TaqMan® Array 384-well plates; (3) highly accurate and reproducible CFTR genotypes can be acquired from blood and buccal cell samples. A high throughput TaqMan® CFTR mutation genotyping workflow Thermo Fisher Scientific • 5791 Van Allen Way • Carlsbad, CA 92008 • thermofisher.com Three independent lots of OpenArray™ plates and one lot of 384-well plates pre-plated with CFTR assays were run on the QuantStudio12k Flex System with 46 Coriell samples covering 44 CFTR mutations. Lots were run in triplicate; average calculated call rate and accuracy values (compared to know Coriell genotypes) for each lot are shown. Overall manual call rate <0.23%. Additional testing: 64 blood samples (28 with CFTR mutations), buccal samples, and synthetic templates. CFTR assays run with Coriell gDNAs on OpenArray™ plates CFTR assays run with Coriell gDNAs and plasmid controls on OpenArray™ plates. Table 2. Performance metrics Figure 3. 2184delA homopolymer region assays Figure 2. Representative data (A) 2184delA (7>6 As) is on the ACMG panel; 3 other mutations occur in this A-tract. TaqMan® probes conventionally cannot discern homopolymer indels, yet assays were obtained that robustly discriminate genotypes for the 1st 3 targets in the list. (B) Shown are 3 of the assays run with Coriell gDNAs and synthetic heterozygous controls on OpenArray™ plates. Heterozygous gDNA controls were available for the 2184delA & 2183AA>G assays. The 2184insA (7>8 As) assay discriminates less well and performs better on 348-well (not shown) than on OpenArray™ plates. Open Array™* 384-well Lot 1 Lot 2 Lot 3 NA Call Rate 99.46% 99.56% 99.76% 99.90% Accuracy 99.97% 99.98% 99.97% 100.00% Data points 46,638 14,346 16,280 12,880 Figure 4. Two TaqMan® SNP assays are used to detect polyT mutation 5T/7T/9T alleles The CFTR 5T/7T/9T mutation is a component of the intron 8 polyAG/polyT mutation. The 5T mutation affects CFTR RNA splicing, resulting in low levels of CFTR protein. 5T is incompletely penetrant and is associated with the most severe forms of CFTR dysfunction when in cis with R117H. (A) Translation table for each possible genotype and the expected results with the 5T and 9T assays, each of which also contain a probe to the wild type 7T allele. The 5T assay 7T probe cannot distinguish 7T and 9T alleles, but this does not impact genotype analysis. (B) The 5T and 9T assays run on OpenArray™ plates with gDNAs isolated from blood leukocytes. Figure 6. Two TaqMan® assays are used to detect large deletions CFTRdele2.3 and CFTRdele22.23 are large deletion mutations that are each interrogated by a pair of modified copy number assays. Wild type (_wt) and mutant (_mu) allele assays are run separately. Each assay contains a single functional probe (wt = VIC™; mu=FAM™). (A) Translation table for paired assay results: heterozygous samples will amplify with both assays; homozygous wild type samples will only amplify with the wt assay. (B) Shown are CFTRdele2,3 assays run with Coriell gDNAs, including a heterozygous sample, on OpenArray™ plates. * OpenArray™ : lot 1 is 192-well format; lots 2 &3 are 64-well format 2184delA c.2052delA p.Lys684AsnfsX38 CTGTCTCCTGGACAGAAACAAAAAA[A/-]CAATCTTTTAAACAGACTGGAGAGT 2183delAAc.2051_2052delAA p.Lys684ThrfsX4 CTGTCTCCTGGACAGAAACAAAAA[AA/-]CAATCTTTTAAACAGACTGGAGAGT 2183AA->G c.2051_2052delAAinsG p.Lys684SerfsX38 CTGTCTCCTGGACAGAAACAAAAA[AA/G]CAATCTTTTAAACAGACTGGAGAGT 2184insA c.2052_2053insA p.Gln685ThrfsX4 CTGTCTCCTGGACAGAAACAAAAAAA[-/A]CAATCTTTTAAACAGACTGGAGAG A A B F508del N1303KG551D2184delA 2307insA 2711delT405+1G>A R1066H ABSTRACT Cystic fibrosis (CF) is an autosomal recessive genetic disease that is caused by mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) gene, which has important roles in ion exchange. CF is the most common genetic disease of Caucasians, affecting 1 in 3000 newborns and having a carrier frequency of 1 in 25. CFTR mutations that reduce the quantity or the function of CFTR proteins can cause CF or related diseases when both gene copies are impaired. CF impacts mucin production in lungs and other organs, and is a progressive incurable disease. To facilitate CFTR mutation research, we have developed a panel of 200 TaqMan® assays that detect specific CF-causing mutations and provided a complete high throughput CFTR mutation genotyping workflow from sample preparation to data analysis. INTRODUCTION Key CFTR mutations were selected for TaqMan® assay development from the CFTR1 and CFTR2 databases based on population frequency and predicted functional impact. Disease causing mutations occur primarily within coding and regulatory regions and include single nucleotide base substitutions, small insertion deletions, large deletions, repetitive sequences, and triallelic polymorphisms. The diverse nature of the mutations presented challenges to developing assays that used a single chemistry and that could be run together on one platform, but these were overcome by using various design strategies. TaqMan® SNP genotyping assays were initially tested on both 384-well plates and OpenArray™ plates (= 3072-well), run on a real-time PCR system, with Coriell cell line gDNA samples that carry CFTR mutations. Given that most CFTR mutations are rare and control gDNAs are not available for them all, assays were also tested with synthetic DNA controls representing all three genotypes for each variant, to ensure robust allelic discrimination. Any assays that failed to perform well were redesigned and tested until a sufficiently robust assay was produced. CFTR assays were additionally tested with DNA isolated from blood and buccal cell samples, and assay accuracy and concordance studies were performed. We present here our development of a complete sample-to-data analysis workflow for high throughput CFTR mutation detection, and provide example assay data and analysis methods for difficult targets such as the 5T/7T/9T polymorphism. MATERIALS AND METHODS CFTR SNP assays: Assays were designed using the proprietary Applied Biosystems™ TaqMan® SNP assay design pipeline. Input sequences were stringently masked to avoid underlying SNPs; target uniqueness for assays were checked by alignment to genomic sequences. In the event that an assay did not robustly amplify or discriminate genotypes, alternate designs generated by the pipeline or by manual adjustments were tested. Samples: Samples used in testing included 47 Coriell gDNA samples carrying 44 total characterized CFTR mutations and plasmid DNA (from GeneArt) pools carrying amplicon sequences for wild type or mutant alleles and 1:1 heterozygous mixtures. Passing assays were tested with 46 gDNAs purified from whole blood and 36 buccal swab samples using the KingFisher™ Flex Magnetic Particle Processor and MagMAX™ DNA Multi-Sample Ultra Kit and a modified leukocyte or buccal swab isolation protocol. Samples were quantified by qPCR with the TaqMan® RNase P assay. Genotype experiments: Samples were loaded onto custom OpenArray™ Genotyping plates (192- and 60-well format; 25 ng DNA/uL) and custom TaqMan® Array 384- well plates (1.25 ng DNA/uL) containing pre-plated SNP assays to CFTR mutations. Plates were run in real-time mode on the QuantStudio™ 12K Flex Real-Time PCR System. Exported experiment .eds files were analyzed by the Thermo Fisher Cloud Genotyper module, which enables examining real time traces, and/or stand-alone TaqMan® Genotyper Software. REFERENCES • Cystic Fibrosis Mutation Database (CFTR1 database): www.genet.sickkids.on.ca • Clinical and Functional Translation of CFTR (CFTR2 database): http://www.cftr2.org • Coriell Institute for Medical Research repository: www.coriell.org TRADEMARKS/LICENSING © 2016 Thermo Fisher Scientific Inc. All rights reserved. All trademarks are the property of Thermo Fisher Scientific and its subsidiaries unless otherwise specified. TaqMan® is a registered trademark of Roche Molecular Systems, Inc., used under permission and license. For Research Use Only. Not for use in diagnostic procedures. Figure 1. CFTR Genotyping Workflow Whole Blood or Buccal Swabs DNA isolation from leukocytes or buccal swabs with MagMAX™ DNA Multi- Sample Ultra Kit and KingFisher™ Flex Magnetic Particle Processor Load samples on OpenArray™ plates with the AccuFill™ System or on 384- well plates pre-plated with assays Run OpenArray™ plates on the QuantStudio™ 12K Flex Real-Time PCR System. Run 384-well plates on the same or other Applied Biosystems™ real-time instrument Perform genotype analysis with TaqMan® Genotyper Software or Thermo Fisher Cloud GT module Genotype 5T assay result 7T (TT) = VIC / 5T (-) =FAM 9T assay result 9T (TT) =VIC / 7T (-) = FAM 5T/5T -/- -/- , und, or noamp 5T/7T TT/- TT/TT 5T/9T TT/- TT/TT, und 7T/7T TT/TT -/- 7T/9T TT/TT TT/- 9T/9T TT/TT TT/TT Figure 5. Overlapping mutation targets: F508del region assays F508del assay probes overlap I506V, I507del, I507V, F508C ACCATTAAAGAAAATATCAT[-/CTT]TGGTGTTTCCTATGATGAAT Sample genotype Wild type assay result VIC dye Mutation assay result FAM dye wt/wt wt/wt No amp mu/wt wt/wt mu/mu A B 2184delA 2183AA>G 2184insA 2184delA het 2183AA>G het CFTRdele2,3_mu CFTRdele2,3 het wt samples; no amp CFTRdele2,3_wt CFTRdele2,3 het B A B (A) The most common CF-causing mutation, F508del, is flanked by 4 other mutations, which do not occur in cis. Assay probes for these clustered mutations specifically identify their mutation target, and fail to bind amplicons containing a nearby, underlying non-target mutation. (B) Shown are 3 assays to targets in this region, run with Coriell gDNAs on OpenArray™ plates. Note that F508del mu/mu samples are not amplified by assays to the nearby variants. F508del F508C I507del F508del mu/mu F508del mu/mu F508del mu/mu F508del het I507del het F508C het 5T/5T 5T/7T, 5T/9T 7T/7T, 7T/9T, 9T/9T 5T/5T 7T/7T, 5T/7T 9T/9T 7T/9T 5T/9T 9T assay5T assay