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Toinette Hartshorne, Jordan Lang, Elana Swartzman, Pius Brzoska, Deanna de Castro, Garrett Chow and Lauren Tracy.
Thermo Fisher Scientific, 180 Oyster Point Blvd., South San Francisco, CA 94080
RESULTS
Table 1. CFTR TaqMan SNP Genotyping Assay targets
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.
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 over 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 progress towards 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
© 2015 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.
CONCLUSIONS
We present here our development of ~200 robust 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 targets are selected based on CFTR mutation occurrence in populations of interest, research with
small or large numbers of samples using customizable OpenArray panels of 60, 120 or 180 assays, or TaqMan Array 384-well
plates, and highly accurate and reproducible acquisition of CFTR genotypes from blood and buccal cell samples.
Development of a high throughput
workflow for genotyping CFTR mutations
Thermo Fisher Scientific • 5791 Van Allen Way • Carlsbad, CA 92008 • www.lifetechnologies.com
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
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%.
CFTR assays run with Coriell gDNAs on OpenArray plates
CFTR assays run with Coriell gDNAs and plasmid controls on OpenArray plates.
2183AA->G
NA18803
2184delA
CD00008
NA18799
NA18803
Table 2. Performance metrics
Figure 3. 2184delA homopolymer region assays
Figure 2. Representative data
The 2184delA (7>6 As) is on the ACMG panel. Three other mutations occur in this A-
tract. Homopolymer indels are not conventionally amenable to TaqMan assay design
yet, after multiple design attempts, assays that discrimate genotypes were obtained.
Three of these assays are fairly robust; the 2184insA (7>8 As) can discriminate
genotypes on plates, but not on OpenArray. (A) shows the context sequences for
each mutation. (B) shows each assay run with plasmid templates representing each
genotype on 384-well plates. Real time PCR traces are shown. (C) shows 2 of the
assays for which there were Coriell positive control samples run on 384-well plates.
2183delAA
2183AA>G
2184delA
2184insA
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 5T/7T/9T alleles
Genotype 5T Assay Result 9T Assay Result
5T/5T FAM No amp
5T/7T HET FAM
5T/9T HET* VIC
7T/7T VIC FAM
7T/9T VIC HET
9T/9T VIC* VIC
5T assay: [7T/5T] and 9T assay: [9T/7T]
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 384-well plates with gDNAs isolated from blood leukocytes.
Figure 5. Two TaqMan assays are used to detect large deletions
CFTRdele2.3_wt CFTRdele2.3_mu
NA18886
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), as well as
a nonfunctional probe to enable manufacturing and plating as SNP assays.
Heterozygous samples will amplify with both assays; homozygous wild type samples will only
amplify with the wt assay. Shown are assays to the CFTRdele2,3 mutation run with Coriell
gDNAs on OpenArray; NA18886 is heterozygous for the mutation.
* OpenArray: lot 1 is 192-well format; lots 2 &3 are 64-well format
2184delA c.2052delA p.Lys684AsnfsX38
CTGTCTCCTGGACAGAAACAAAAAA[A/-]CAATCTTTTAAACAGACTGGAGAGT
2183delAA c.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
C
A
B
NA18886
A
B 5T assay 9T assay
5T/7T, 5T/9T
7T/9T
5T/9T 9T/9T
5T/7T
7T/7T
5T/5T
9T/9T, 7T/9T, 7T/7T
5T/5T
F508del N1303KG551D2184delA
2307insA 2711delT405+1G>A R1066H

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Development of a high throughput workflow for genotyping CFTR mutations

  • 1. Toinette Hartshorne, Jordan Lang, Elana Swartzman, Pius Brzoska, Deanna de Castro, Garrett Chow and Lauren Tracy. Thermo Fisher Scientific, 180 Oyster Point Blvd., South San Francisco, CA 94080 RESULTS Table 1. CFTR TaqMan SNP Genotyping Assay targets 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. 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 over 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 progress towards 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 © 2015 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. CONCLUSIONS We present here our development of ~200 robust 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 targets are selected based on CFTR mutation occurrence in populations of interest, research with small or large numbers of samples using customizable OpenArray panels of 60, 120 or 180 assays, or TaqMan Array 384-well plates, and highly accurate and reproducible acquisition of CFTR genotypes from blood and buccal cell samples. Development of a high throughput workflow for genotyping CFTR mutations Thermo Fisher Scientific • 5791 Van Allen Way • Carlsbad, CA 92008 • www.lifetechnologies.com 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 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%. CFTR assays run with Coriell gDNAs on OpenArray plates CFTR assays run with Coriell gDNAs and plasmid controls on OpenArray plates. 2183AA->G NA18803 2184delA CD00008 NA18799 NA18803 Table 2. Performance metrics Figure 3. 2184delA homopolymer region assays Figure 2. Representative data The 2184delA (7>6 As) is on the ACMG panel. Three other mutations occur in this A- tract. Homopolymer indels are not conventionally amenable to TaqMan assay design yet, after multiple design attempts, assays that discrimate genotypes were obtained. Three of these assays are fairly robust; the 2184insA (7>8 As) can discriminate genotypes on plates, but not on OpenArray. (A) shows the context sequences for each mutation. (B) shows each assay run with plasmid templates representing each genotype on 384-well plates. Real time PCR traces are shown. (C) shows 2 of the assays for which there were Coriell positive control samples run on 384-well plates. 2183delAA 2183AA>G 2184delA 2184insA 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 5T/7T/9T alleles Genotype 5T Assay Result 9T Assay Result 5T/5T FAM No amp 5T/7T HET FAM 5T/9T HET* VIC 7T/7T VIC FAM 7T/9T VIC HET 9T/9T VIC* VIC 5T assay: [7T/5T] and 9T assay: [9T/7T] 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 384-well plates with gDNAs isolated from blood leukocytes. Figure 5. Two TaqMan assays are used to detect large deletions CFTRdele2.3_wt CFTRdele2.3_mu NA18886 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), as well as a nonfunctional probe to enable manufacturing and plating as SNP assays. Heterozygous samples will amplify with both assays; homozygous wild type samples will only amplify with the wt assay. Shown are assays to the CFTRdele2,3 mutation run with Coriell gDNAs on OpenArray; NA18886 is heterozygous for the mutation. * OpenArray: lot 1 is 192-well format; lots 2 &3 are 64-well format 2184delA c.2052delA p.Lys684AsnfsX38 CTGTCTCCTGGACAGAAACAAAAAA[A/-]CAATCTTTTAAACAGACTGGAGAGT 2183delAA c.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 C A B NA18886 A B 5T assay 9T assay 5T/7T, 5T/9T 7T/9T 5T/9T 9T/9T 5T/7T 7T/7T 5T/5T 9T/9T, 7T/9T, 7T/7T 5T/5T F508del N1303KG551D2184delA 2307insA 2711delT405+1G>A R1066H