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Prostate Cancer
A Panel of TMPRSS2:ERG Fusion Transcript Markers for
Urine-Based Prostate Cancer Detection with High Specificity
and Sensitivity
Phuong-Nam Nguyen, Philippe Violette, Sam Chan, Simon Tanguay, Wassim Kassouf,Armen Aprikian, Junjian Z. Chen *
Department of Surgery/Division of Urology, McGill University Health Center, Montreal, Quebec, H3G 1A4 Canada
E U R O P E A N U R O L O G Y 5 9 ( 2 0 1 1 ) 4 0 7 – 4 1 4
ava i lable at www.sciencedirect .com
journal homepage: www.europeanurology.com
Article info
Article history:Accepted November 17, 2010Published online ahead ofprint on November 26, 2010
Keywords:
TMPRSS2:ERG fusion
Prostate cancer
Urine test
ERG
Cancer diagnosis
Abstract
Background: The TMPRSS2:ERG fusion is both prevalent and unique to prostate
cancer (PCa) and has great potential for noninvasive diagnosis of PCa in bodily fluids.
Objectives: To evaluate the specificity and sensitivity of the TMPRSS2:ERG fusion in
urine from diverse clinical contexts and to explore potential clinical applications.
Design, setting, and participants: A total of 101 subjects were enrolled in 2008 from
urologic oncology clinics to form three study groups: 44 PCa free, 46 confirmed PCa,
and 11 negative prostate biopsies. The PCa-free group included females, healthy
young men, and post–radical prostatectomy (RP) patients. The confirmed PCa
group was composed of patients under active surveillance, scheduled for treat-
ment, or with metastatic disease.
Measurements: Urine was collected after attentive digital rectal exam (DRE) and
coded to blind group allocation for laboratory test. RNA from urine sediments was
analyzed using a panel of four TMPRSS2:ERG fusion markers with quantitative
polymerase chain reaction (qPCR).
Results and limitations: Our fusion markers demonstrated very high technical
specificity and sensitivity for detecting a single fusion-positive cancer cell (VCaP)
in the presence of at least 3000 cells in urine sediments. In clinical analysis, there
were no fusion-positive samples in the PCa-free group (0 of 44 samples), while there
were 16 of 46 (34.8%) fusion-positive samples in the confirmed PCa group. The fusion
incidence varied significantly among the three PCa subgroups. The clinical sensitivity
increased to 45.4% in cancer patients prior to treatments. The fusion markers were
detected in 2 of 11 (18.2%) biopsy-negative patients, suggesting potentially false
negative biopsies. This study is not prospective and is limited in sample sizes.
Conclusions: Our novel panel of TMPRSS2:ERG fusion markers provided a very
specific and sensitive tool for urine-based detection of PCa. Theses markers can
potentially be used to diagnose patients with PCa who have negative biopsies.
soc
. Department of Surgery/Division of Urology, Research Institute–McGillr, Room R2.133, 1650 Cedar Avenue, Montreal, Quebec, H3G 1A4 Canada.4601; Fax: +1 514 934 [email protected] (J.Z. Chen).
# 2010 European As
* Corresponding authorUniversity Health CenteTel. +1 514 934 1934x4E-mail address: junjian.
0302-2838/$ – see back matter # 2010 European Association of Urology. Publis
iation of Urology. Published by Elsevier B.V. All rights reserved.
hed by Elsevier B.V. All rights reserved. doi:10.1016/j.eururo.2010.11.026
E U R O P E A N U R O L O G Y 5 9 ( 2 0 1 1 ) 4 0 7 – 4 1 4408
1. Introduction
As a seminal discovery, many prostate tumors contain a
specific genetic change that involves the fusion of two genes
[1,2]. The fusion of an androgen-regulated gene, TMPRSS2, to
a nearby E twenty-six (ETS) transformation-specific tran-
scription factor gene, ERG, has been reported as the most
common genetic change in prostate cancer (PCa), found in
approximately 50% of surgical tumors [3–8]. The TMPRSS2
gene also becomes fused to other ETS genes in approximately
10% of cancer cases [1–3,9]. Such fusion events provide a
novel mechanism for androgen-regulated overexpression of
the ETS genes, with immediate implications in PCa progres-
sion [10,11]. ERG overexpression has recently been shown to
inhibit normal prostate differentiation by shutting down
androgen signaling [12] and to induce an embryonic stem
cell–like dedifferentiation program by turning on EZH2
expression [12–14].
Meanwhile, diverse TMPRSS2:ERG fusion subtypes have
been uncovered, ranging from chromosomal rearrangements
to fusion transcripts [6,8,15–17]. Such fusion subtypes not
only allow stratification of clinically aggressive forms of
cancer [6,15] but also provide redundant and cancer-specific
transcript markers for potentially noninvasive cancer detec-
tion in bodily fluids. Indeed, a common TMPRSS2:ERG fusion
isoform is shown to be detectable in the urine of men with PCa
and has been coupled with other molecular markers in urine-
based cancer detection [18–20]. However, critical evaluations
remain scarce on the specificity, sensitivity, and clinical utility
of one or multiple fusion markers in urine-based detection. In
this study, we aim to evaluate the specificity and sensitivity—
from both technical and clinical perspectives—of multiple
TMPRSS2:ERG fusion isoforms in diverse clinical contexts and
to explore their potential clinical applications.
2. Materials and methods
2.1. Human subjects
Human subjects were enrolled through an institutional review board–
approved protocol and written informed consent at the McGill
Table 1 – The baseline clinical and pathologic characteristics of distin
Clinical parametersa PCa-free group
Female Young men Post-RP Acti
Samples, no. 18 14 12
Age, yr 67 (34–79) 27.5 (19–37) 61 (48–82)
Presample PSA – – 0.01
(0.01–0.03)
Gleason score – – 6 (6–8)
Metastasis No No No
Treatment
(1-yr follow-up)
– – RP (12)
PCa = prostate cancer; RP = radical prostatectomy; PSA = prostate-specific antigena Values expressed as median, with ranges in parentheses.b Treatments received after urine collection.
University Health Center to form three distinctive study groups:
PCa-free subjects (n = 44), confirmed PCa patients (n = 46), and patients
with negative biopsies (n = 11). The PCa-free group was designed as a
negative control to test the specificity of fusion markers. It included
females (n = 18), healthy males <37 yr of age (n = 14), and post–radical
prostatectomy (RP) patients with a prostate-specific antigen (PSA) of
0 (n = 12). The confirmed PCa group was designed for comparative
analysis of fusion markers among different cancer cohorts. It was
composed of patients under active surveillance (n = 21), those
scheduled for treatment (n = 11), and those with metastasis (n = 14).
The active surveillance cohort consisted of patients with biopsy-
proven PCa who were followed clinically for signs of cancer progression
but were not receiving active therapy. The pretreatment cohort
consisted of patients who had biopsy-proven PCa and were scheduled
for either RP or radiation therapy (RT). The metastatic cohort consisted
of patients with biopsy-proven PCa and evidence of metastasis. This
late definition was independent of therapies (eg, androgen-deprivation
therapy [ADT] or RT) but excluded patients who received RP. Finally,
urine samples from patients with negative biopsies were used to
identify potentially false-negative biopsies. The baseline clinical
characteristics of each cohort and 1-yr follow-up of treatments are
provided in Table 1.
2.2. Urine collection and prostate cancer cell lines
The first voided urine after attentive digital rectal examination (DRE)
was collected from male subjects. Female and post-RP subjects were
exempted from DRE because of the absence of a prostate, and 10–40 ml
of urine was collected from each subject in a sterile collection cup
containing RNA/DNA preservatives (Sierra Diagnostics). Urine sediments
were collected by low-speed centrifugation at 4 8C and resuspended in
TRIzol Reagent (Invitrogen, Carlsbad, CA, USA) for immediate RNA
extraction or stored at�80 8C until use. The PCa cell lines, VCaP and NCI-
H660, were gifts from Dr. van Bokhoven at the University of Colorado
Denver Health Sciences Center.
2.3. Preparation of whole transcriptome amplification
complementary DNA libraries
Total RNA was extracted from urine sediment and cancer cell lines using
the TRIzol Reagent. A whole transcriptome amplification (WTA) step was
used to generate a complementary DNA (cDNA) library from a limited
amount of RNA from each sample using a TransPlex WTA kit (Sigma-
Aldrich, St. Louis, MO, USA) according to the manufacturer’s instructions
[18].
ctive clinical cohorts
Confirmed PCa group Negative biopsy
ve surveillance Pretreatment Metastatic
21 11 14 11
73 (55–82) 68 (53–85) 77 (73–88) 67 (51–81)
5.29
(1.55–33.09)
10.54
(5.32–22.7)
13.29
(0.01–399.04)
4.57
(0.56–9.24)
6 (6–7) 6 (6–9) 9 (7–10) –
No No Yes (14) No
– RP (6)b
ADT (3)
RT (3)
ADT(13)
RT (2)
–
; ADT = androgen-deprivation therapy; RT = radiation therapy.
Table 2 – Primer sequences of TMPRSS2:ERG fusion markers and additional molecular markers
Gene Primer Sequence Amplicon (bp) Annealing Tma (8C)
TM-e1:ER-e4; isoform I TM-e1:ER-e4F
ERG-e4R(1)
CTGGAGCGCGGCAGGAA
GTAGGCACACTCAAACAACGACTGG
65 70
TM-e2:ER-e4; isoform II TM-e2:ER-e4F
ERG-e4R(2)
GATGGCTTTGAACTCAGAAGC
TCCGTAGGCACACTCAAACAAC
70 64
TM-e1:ER-e2; isoform III TM-e1:ER-e2F
ERG-e2R(1)
TGGAGCGCGGCAGGTTATT
TTGTCTTGCTTTTGGTCAACACG
70 70
TM-e1:ER-e5; isoform IV TM-e1:ER-e5F
ERG-e5R(1)
GGAGCGCGGCAGGAACT
GTTCATCCCAACGGTGTCTGG
85 70
Isoform I and II flanking TM-e1F
ERG-e4R(3)
GGAGCGCCGCCTGGAG
GTCTTAGCCAGGTGTGGCGTTC
98 or 169 70.5
Isoform III flanking TM-e1F
ERG-e2R(2)
GGAGCGCCGCCTGGAG
TTGCCCTTGGTTCTGCCATC
120 70
ERG(5-6) ERG5-6F
ERG5-6R
CGCAGAGTTATCGTGCCAGCAGAT
CCATATTCTTTCACCGCCCACTCC
86 67
ERG(6-7) ERG6-7F
ERG6-7R
AGCTACAACGCCGACATCC
GAAGTCAAATGTGGAAGAGGAGTC
71 67
GAPDH GAPDH(3)f
GAPDH(3)r
AAGGTCGGAGTCAACGGATTT
ACCAGAGTTAAAAGCAGCCCTG
66 69
qPCR = quantitative polymerase chain reaction.a The qPCR program consisted of initial denaturing at 95 8C for 1.5 min, followed by 50 cycles of a two-step reaction at 95 8C for 15 s and 64–70 8C (varying for
each marker) for 30 s. The qPCR was performed using the MyiQ real-time PCR system (Bio-Rad).
E U R O P E A N U R O L O G Y 5 9 ( 2 0 1 1 ) 4 0 7 – 4 1 4 409
2.4. Detection of TMPRSS2:ERG fusion and other markers
Real-time quantitative polymerase chain reaction (qPCR) was used to
detect a panel of TMPRSS2:ERG fusion markers. Additional markers were
also quantified, including two ERG markers targeting exons 5-6 and 6-7
and a housekeeping gene GADPH. The primer sequences are listed in
Table 2. For qPCR, 9 ng of cDNA were amplified in a 20-ml reaction
containing 1X SYBR Green Supermix (Bio-Rad, Hercules, CA, USA) and
300 nM each of forward and reverse primers using a two-step program
(see Table 2). A melt-curve analysis step was enabled at the end of the
amplification, and the threshold cycle (Ct) was calculated using the MyiQ
software (Bio-Rad). The relative expression of each target gene was
normalized to the housekeeping gene GAPDH using the comparative
Ct method (Applied Biosystems User Bulletin 2).
2.5. Data analysis
The Mann-Whitney U test was used to compare the log-transformed
relative expression of molecular markers from clinical cohorts. This
nonparametric test was also used to assess statistical significance in the
clinical cohorts stratified by fusion status for ERG markers. The x2 test
was used to establish an association between confirmed PCa subgroups
and the presence of TMPRSS2:ERG fusion markers; it was also used to
assess an association between the ERG expression level and fusion status
in PCa patients or between ERG overexpression and ADT in fusion-
negative PCa patients. All statistical analyses were run on GraphPad
Prism v.4 software (GraphPad, La Jolla, CA, USA). Two-sided p values
<0.05 were considered statistically significant.
3. Results
3.1. Validation of a new panel of TMPRSS2:ERG fusion
markers for urine detection
A panel of isoform-specific fusion probes was designed
based on fusion junction sequences and validated for the
common fusion isoform I and three additional reported
isoforms (II, III, and IV; Table 2). The technical specificity of
the new probe for fusion isoform I was confirmed by the
expected melt-curve and fragment size of amplified
products in a fusion-positive cell line (VCaP) and by the
absence of unspecific amplification in fusion-negative urine
samples within a 50-cycle qPCR reaction (Fig. 1A and B). The
technical sensitivity of the fusion marker was evaluated in a
titration experiment that mixed various amounts of VCaP
RNA with fusion-negative urine RNA for a total of 100 ng
prior to WTA amplification. We demonstrated that as little
as 0.01% fusion-positive cancer RNA (ie, 10 pg) could be
effectively detected for fusion isoform I using this approach
(Fig. 1C).
3.2. Urine-based detection of TMPRSS2:ERG fusion markers
in diverse clinical cohorts
The WTA cDNA templates from 101 urine samples were
analyzed using the new fusion markers in a blind fashion
and without prior selection with urine PSA (Fig. 2). No
fusion isoforms were detected in 44 PCa-free cases,
representing a very high clinical specificity. In contrast,
16 urine samples were detected with at least one fusion
marker in 46 confirmed PCa cases, representing a clinical
sensitivity of 34.8%. However, the distribution of fusion-
positive cases varied significantly between cancer cohorts,
with 47.6% in the active surveillance cohort and 14.3% in the
metastatic cohort. All metastatic patients except one had
received ADT at the time of urine collection. Coincidentally,
the sole hormone-naı̈ve case was detected with multiple
fusion isoforms. Thus, the low fusion incidence in the
metastatic cohort could be associated with ADT treatment.
When the negative-biopsy cohort was screened for fusion
markers, 2 of 11 (18.2%) patients were found to be fusion
positive, one of whom was subsequently diagnosed with
PCa on repeat biopsy. In contrast, of the 18 fusion-positive
samples, 17 were detected with the common isoform I, and
7 contained two or more fusion isoforms (Table 3). All
fusion-positive samples were confirmed independently
Fig. 1 – Validation of the TMPRSS2:ERG fusion marker with a prostatecancer cell line and urine samples. (A) A melt-curve specific to the fusionisoform I amplified from a fusion-positive cell line (VCaP) using the MyiQreal-time polymerase chain reaction (PCR) system. (B) Gel electrophoresisof PCR products generated by specific (upper panel) versus unspecific(lower panel) markers for fusion isoform I. A new marker designed in thecurrent study generated an expected PCR fragment only in the VCaP cellline but not in fusion-negative urine samples (upper panel); a less-specificmarker generated the expected PCR fragment not only in the VCaP cell linebut also in fusion-negative urine samples after 35 cycles (lower panel). (C)Detection of titrated VCaP RNA (fusion isoform I) in fusion-negative urineRNA. The log value of relative amplification was normalized to the signal of100% VCaP RNA. The 0.0% amplification was defined by the lack of specificamplification in a 50-cycle reaction.Ct = threshold cycle; WTA = whole transcriptome amplification.
E U R O P E A N U R O L O G Y 5 9 ( 2 0 1 1 ) 4 0 7 – 4 1 4410
using probes flanking the fusion markers, which also ruled
out potential cross-contamination from fusion PCR prod-
ucts. However, the fusion status was not associated with
Gleason score or cancer progression in the current study,
probably because of the limited number of samples and
short follow-up time.
3.3. Associations of ERG overexpression in urine with
TMPRSS2:ERG fusion and metastasis
Two ERG markers targeting exons 5-6 and 6-7 were
detectable in all seven clinical cohorts (Fig. 3A). When
confirmed PCa cases were stratified by the TMPRSS2:ERG
fusion status, a 6- to 15-fold increase in urine ERG
expression was observed among fusion-positive versus
fusion-negative samples ( p < 0.01; Fig. 3B). When the
median ERG expression in fusion-positive cancer cases was
used as a cutoff, 11 of 16 fusion-positive samples were
found to overexpress one or both ERG markers in urine.
Thus, the ERG overexpression in urine was strongly
associated with the fusion status in cancer samples
( p < 0.001; x2 test; Fig. 3C). In contrast, 5 of 30 fusion-
negative cancer samples exhibited ERG overexpression;
four of the overexpressed samples were distributed in 12
fusion-negative metastatic cases ( p < 0.05; x2 test; Fig. 3D).
4. Discussion
The TMPRSS2:ERG fusion is both prevalent and unique to PCa
[21] and hence has great potential for noninvasive diagnosis
and prognosis of PCa. The main challenges of urine-based
fusion detection are technical demands for detecting rare
fusion markers and the need to clarify the specificity of
fusion markers in complex urine specimens. In the current
study, we developed a new panel of TMPRSS2:ERG fusion
markers for a urine-based qPCR test and evaluated their
specificity and sensitivity using fusion-positive cancer cell
lines (VCaP and NCI-H660) and in diverse clinical contexts.
We demonstrate that no fusion markers are detectable in
fusion-negative templates in the qPCR test, while as little as
10 pg of VCaP RNA could be effectively detected in the
presence of 100 ng of fusion-negative urine RNA. This
translates into superior technical specificity and sensitivity
for detecting a single VCaP cancer cell in the presence of at
least 3000 cells in urine sediments.
The clinical specificity and sensitivity of the fusion
markers were evaluated in diverse clinical subjects. We
demonstrate in a blind analysis that no fusion markers are
detectable in 44 subjects from the PCa-free group. The very
high specificity in both technical and clinical terms suggests
that the detectable presence of one or more fusion isoforms
may be sufficient to detect a positive result in bodily fluids.
This ‘‘nonthreshold’’ feature distinguishes the TMPRSS2:ERG
fusion marker from other quantitative markers that require
arbitrary cutoff values [22]. In contrast, one or more fusion
markers are detected in 16 of 46 (34.8%) confirmed PCa
patients. Considering a suppressing effect of ADT on fusion
incidence, the actual clinical sensitivity of fusion markers
will increase to 45.4% in cancer patients prior to any
treatment. This sensitivity is not only higher than previ-
ously reported values [18,19] but is achieved without
prescreening urine specimens. It is useful to point out that
PCa cell lines and urine specimens have limitations in the
[()TD$FIG]
Fig. 2 – Urine-based detection of TMPRSS2:ERG fusion markers in diverse clinical cohorts. The prostate cancer (PCa)–free group consisted of female, youngmen, and post–radical prostatectomy cohorts, while the confirmed PCa group consisted of active surveillance, pretreatment, and metastatic cohorts. Thebar with vertical lines indicates the number of cases in each cohort; the bar with horizontal lines indicates the number of cases detected with at least oneof the fusion markers. The fusion detection rate is indicated above the fusion-positive bar. Values were compared for statistical significance as indicatedby solid lines between clinical groups or subgroups.PCa = prostate cancer.* p < 0.05.**<0.01.***<0.001.
E U R O P E A N U R O L O G Y 5 9 ( 2 0 1 1 ) 4 0 7 – 4 1 4 411
development of new markers and that the usability of the
panel of TMPRSS2:ERG fusion markers could be further
strengthened by validating fusion status in both urine and
surgical tissues of the same patient in future prospective
studies. With exceptional specificity and 35–45% sensitivity,
the urine-based test is used to test the feasibility of detecting
potentially false-negative biopsy cases. As a significant
clinical issue, a typical patient population undergoing a
prostate biopsy based on serum PSA and DRE has a 65–70%
biopsy-negative rate, among which about 20% of biopsy-
negative subjects are diagnosed with PCa in repeat biopsies
Table 3 – The TMPRSS:ERG fusion isoform and combination detected icancer cell lines
Samples, no. Age, yr Gleason score Fusion I
(TM-e1:ER-e
(Ct)a
10 70.2 (55–82) 6 (6–7) 34.0 (31.4–38
3 75 (66–82) 7 (6–9) 32.3 (31.4–33
1 77 7 33.6
1 85 7 35.4
1 80 6 NQ
1 73 6 32.3
1 57 6 27.8
NCI-H660b – – 27.6
VCaPb – – 17.8
Ct = threshold cycle; NQ = not quantifiable; PCa = prostate cancer.a Cutoff Ct value is 50 cycles.b Fusion-positive PCa cell lines.
[23–26]. Surprisingly, two fusion-positive cases were identi-
fied in 11 biopsy-negative patients, with one of the positive
cases confirmed as PCa in a subsequent biopsy in the current
study. This result is not only supported by the detection of
TMPRSS2:ERG fusion markers in the urine of biopsy-negative
patients in a previous study [19] but represents one of
the first successful attempts to validate a false-negative
biopsy patient using urine-based fusion detection. Thus,
the detection of the TMPRSS2:ERG fusion markers in biopsy-
negative patients may represent a distinctive molecular
subgroup, with significant clinical implications in the
n 18 fusion-positive urine samples and 2 fusion-positive prostate
Fusion II Fusion III Fusion IV
4) (TM-e2:ER-e4) (TM-e1:ER-e2) (TM-e1:ER-e5)
(Ct) (Ct) (Ct)
.8) NQ NQ NQ
.7) 32.9 (31.7–34.0) NQ NQ
NQ 36.5 NQ
33.7 34.1 NQ
NQ 32.5 NQ
NQ NQ 42.0
NQ 29.3 26.9
26.1 NQ NQ
NQ NQ 26.1
Fig. 3 – Associations of ERG overexpression in urine with TMPRSS2:ERG fusion and metastasis. (A) The prevalence of two ERG markers targeting exons 5-6 and 6-7 in urine from diverse clinical cohorts. The detectionrate in each cohort was calculated as the percentage of positive samples for each marker. (B) The expression levels of two ERG markers in urine were stratified by fusion status in 46 cases in the confirmed prostatecancer (PCa) group. The relative expression was based on a DD threshold cycle method and transformed into log2 values. (C) ERG overexpression in urine was stratified with fusion status in the confirmed PCagroup. ERG overexpression was defined as a relative expression that was greater than the median expression of either exon 5-6 or 6-7 in fusion-positive cancer cases. (D) ERG overexpression in urine was stratifiedwith androgen-deprivation therapy in fusion-negative cancer cases.RP = radical prostatectomy; ADT = androgen-deprivation therapy.
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E U R O P E A N U R O L O G Y 5 9 ( 2 0 1 1 ) 4 0 7 – 4 1 4 413
management of biopsy-negative patients—a topic that we are
actively investigating in an ongoing prospective study.
The biologic implication of TMPRSS2:ERG fusion is
upregulation of oncogenic ERG expression in PCa cells
[27,28]. We demonstrate that the fusion-positive status is
strongly associated with ERG overexpression in the urine of
cancer patients prior to any treatment (Fig. 3B and C).
Interestingly, ADT significantly reduces TMPRSS2:ERG fu-
sion incidence in the urine of metastatic patients but has
little effect on ERG overexpression.
Although limited in sample size, the frequent ERG
overexpression in TMPRSS2:ERG fusion-negative metastatic
patients can be explained by the possible existence of
additional fusion events or because of altered signal
pathways associated with hormone-refractory cancers.
Regardless of the basis, ERG overexpression may be
essential to both androgen-dependent primary cancer
and hormone-refractory cancer [12]. Thus, ERG overexpres-
sion in urine may serve as a useful surrogate for potential
fusion events associated with PCa [29].
5. Conclusions
We have developed a new panel of TMPRSS2:ERG fusion
markers for a urine-based qPCR test with exceptional
technical specificity and sensitivity. Using these new
markers, we have demonstrated a lack of fusion-positive
samples in PCa-free subjects and a clinical sensitivity of 45.4%
in PCa patients prior to treatments. We suggest that our
TMPRSS2:ERG fusion markers may serve as nonthreshold
markers in urine-based PCa detection and find direct
applications in identifying false-negative biopsy cases. It is
anticipated that the clinical application of the panel of
TMPRSS2:ERG fusion markers could be further improved by
simultaneous detection of all fusion isoforms and additional
fusion genes in a single test.
Author contributions: Junjian Z. Chen had full access to all the data in the
study and takes responsibility for the integrity of the data and the
accuracy of the data analysis.
Study concept and design: Chen, Aprikian, Violette.
Acquisition of data: Chen, Nguyen, Violette, Chan, Aprikian, Kassouf,
Tanguay.
Analysis and interpretation of data: Chen, Nguyen.
Drafting of the manuscript: Chen.
Critical revision of the manuscript for important intellectual content: Chen,
Aprikian, Violette, Kassouf, Tanguay.
Statistical analysis: Chen, Nguyen.
Obtaining funding: Chen, Aprikian.
Administrative, technical, or material support: Chen, Nguyen, Chan.
Supervision: Chen, Aprikian.
Other (specify): None.
Financial disclosures: I certify that all conflicts of interest, including
specific financial interests and relationships and affiliations relevant to the
subject matter or materials discussed in the manuscript (eg, employment/
affiliation, grants or funding, consultancies, honoraria, stock ownership or
options, expert testimony, royalties, or patents filed, received, or pending),
are the following: None.
Funding/Support and role of the sponsor: Canadian Institute of Health
Research (NGH99087) provided support to JZ Chen and A Aprikian, and
the Canada Foundation for Innovation (11623) provided support to JZ
Chen for data collection.
Acknowledgment statement: The authors acknowledge M Chevrette for
comments on an earlier version of the manuscript and D Ayele for
statistical assistance.
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