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Clinical Trials |
1 University of Alabama at Birmingham, Division of Clinical Pharmacology and Toxicology and 2 Biostatistics Unit/Medical Statistics Section, Comprehensive Cancer Center, Birmingham, Alabama, and 3 Cambridge Isotope Laboratories, Inc., Andover, Massachusetts
| ABSTRACT |
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Experimental Design: Fifty-eight individuals (50 "normal," 7 partially, and 1 profoundly DPD-deficient) ingested an aqueous solution of 2-13C-uracil (6 mg/kg). 13CO2 levels were determined in exhaled breath at various time intervals up to 180 min using IR spectroscopy (UBiT-IR300). DPD enzyme activity and DPYD genotype were determined by radioassay and denaturing high-performance liquid chromatography, respectively.
Results: The mean (±SE) Cmax, Tmax,
over baseline values at 50 min (DOB50) and cumulative percentage of 13C dose recovered (PDR) for normal, partially, and profoundly DPD-deficient individuals were 186.4 ± 3.9, 117.1 ± 9.8, and 3.6 DOB; 52 ± 2, 100 ± 18.4, and 120 min; 174.1 ± 4.6, 89.6 ± 11.6, and 0.9 DOB50; and 53.8 ± 1.0, 36.9 ± 2.4, and <1 PDR, respectively. The differences between the normal and DPD-deficient individuals were highly significant (all Ps <0.001).
Conclusions: We demonstrated statistically significant differences in the 2-13C-uracil breath test indices (Cmax, Tmax, DOB50, and PDR) among healthy and DPD-deficient individuals. These data suggest that a single time-point determination (50 min) could rapidly identify DPD-deficient individuals with a less costly and time-consuming method that is applicable for most hospitals or physicians offices.
| INTRODUCTION |
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Several methods including high-performance liquid chromatography, mass spectrometry, thin layer chromatography, and denaturing high-performance liquid chromatography (DHPLC) have been developed to identify DPD deficiency in cancer patients (8, 9, 10, 11) . Unfortunately, these methods remain too complex and time consuming for routine clinical use and are unavailable in most treatment facilities. The availability of a method to accurately determine exhaled 13C in breath offers a novel approach for the detection of DPD deficiency through the administration of 2-13C-uracil. Recent studies have successfully used a similar approach to diagnose Helicobacter pylori infection in a Food and Drug Administration-approved 13C-urea breath test and to examine metabolic abnormalities in carbohydrate, lipid, and amino acid metabolism (12, 13, 14, 15, 16) .
In the present study, we describe the development of a rapid, simple, and noninvasive 2-13C-uracil breath test (UraBT), which can be performed in most cancer-treatment facilities or physicians offices. After oral administration of 2-13C-uracil, 13CO2 in exhaled breath was measured and indices [Cmax, Tmax,
over baseline values at 50 min (DOB50), and cumulative percentage of 13C dose recovered in breath (PDR)] were assessed for their ability to discriminate between healthy and DPD-deficient individuals.
| MATERIALS AND METHODS |
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13CO2 and 12CO2 in exhaled breath samples is measured by IR spectrometry using the UBiT-IR300 (Meretek Diagnostics, Lafayette, CO). The amount of 13CO2 present in breath samples is expressed as a
over baseline ratio that represents a change in the 13CO2/12CO2 ratio of breath samples collected before and after 2-13C-uracil ingestion (see Eq. B
; Ref.17
).
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The amount of 2-13C-uracil metabolized and released into the breath as 13CO2 was determined for each time point using the equation described by Amarri et al. (18) . These results were expressed as PDR. The UBiT-IR300 instrument used to calculate the 13CO2/12CO2 ratio is discussed in detail elsewhere (17) .
Study Design.
Informed consent was obtained from each volunteer who participated in this institutional review board-approved study at the University of Alabama at Birmingham. Exclusion criteria for healthy individuals included respiratory or metabolic disorders.
Preliminary studies in four healthy individuals [one man and three women; mean age, 32 years (range: 2248 years)] and three partially DPD-deficient individuals (one man and two women, ages 27, 23, and 31, respectively) evaluated the dose of 2-13C-uracil and time course that could provide maximal separation of breath patterns between these groups. Doses of 2-13C-uracil included fixed doses of 100, 200, or 300 mg as well as doses adjusted to body weight (1, 3, 6, or 12 mg/kg) examined from 0 to 180 min after ingestion.
After dose optimization and the determination of the time frame to be examined, subsequent studies used a 6 mg/kg dose of 2-13C-uracil evaluated over 180 min. The UraBT indices (Cmax, Tmax, DOB50, and PDR) were determined in 50 healthy individuals [19 men and 32 women; mean age, 30 years (range, 1970 years)] and seven partially DPD deficient individuals [six men and one woman; mean age, 35 years (range, 2359 years)] and one profoundly DPD-deficient individual (one woman; age, 58 years). Two of the partially DPD-deficient individuals who participated in the initial dose escalation studies also participated in this phase of the study. In addition, all individuals participating in this study were phenotypically characterized by a DPD radioassay and genotypically characterized for known sequence variations associated with DPD deficiency by DHPLC with confirmation by sequence analysis as described below.
Uracil Breath Test.
Following an overnight fast, volunteers started the protocol at approximately 8 a.m. All volunteers were weighed and baseline breath samples were collected in 1.2-liter aluminum-lined bags (Otsuka Pharmaceuticals, Tokushima, Japan). Volunteers then ingested an aqueous solution (over a period of 15 s) containing 6 mg/kg bodyweight of 2-13C-uracil (99.9%; Cambridge Isotope Laboratories Inc., Andover, MA). This was followed by the collection of 21 breath samples over 180 min (obtained every 5 min for 30 min and then every 10 min thereafter). The 13CO2/12CO2 ratio of each breath sample was determined by IR spectroscopy using the UBiT-IR300 instrument and data analysis performed as described above.
DPD Radioassay.
Sixty ml of blood was drawn from a volunteers peripheral vein at approximately 12 p.m. on the same day as their UraBT to limit variation resulting from the circadian rhythm in DPD enzyme activity (19)
. DPD activity in peripheral blood mononuclear cells (PBMC) was determined using a radioassay described previously (8)
. Individuals with PBMC DPD activity
0.18 nmol/min/mg protein were considered to be DPD deficient (5)
.
DHPLC Analysis of the DPYD Gene.
DHPLC analysis was used to genotype the coding region of the DPYD gene of "normal" and DPD-deficient individuals as described previously (11)
. All DPYD sequence variants identified by DHPLC were confirmed by DNA sequencing using a dideoxynucleotide chain termination method (Big Dye Kit; Applied Biosystems, Foster City, CA) and capillary electrophoresis on an ABI 310 Automated DNA Sequencer (Applied Biosystems).
Discrimination of Normal and DPD-Deficient Individuals.
Statistical comparisons between the 50 healthy and eight DPD-deficient individuals (seven partially and one profoundly deficient) for each of the UraBT indices (Cmax, Tmax, DOB50, and PDR) were made using the two-sample t test and the signed rank Wilcoxon test. The performance of the UraBT as a potential diagnostic test was evaluated through statistical classification procedures using linear discriminant functions (a mathematical rule for categorizing subjects as DPD deficient or healthy based on their breath patterns). The accuracy of the resulting classification was assessed through the observed false-positive rate (FPR = proportion of healthy individuals incorrectly categorized as DPD deficient) and the observed false-negative rate (FNR = proportion of DPD-deficient individuals incorrectly categorized as healthy). The sensitivity and specificity of the UraBT were defined as the percentage of healthy and DPD-deficient individuals that were correctly classified [(1-FPR) x 100% and (1-FNR) x 100%, respectively]. Additionally, the performance of this classification scheme was further evaluated using cross-validation.
Assay Variability.
Interassay variability was examined using repeated measures ANOVA to find any significant differences between breath test profiles within seven individuals (four healthy and three partially DPD deficient) who repeated the UraBT from 1 to 8 months after their initial examination. Additionally, equivalence between the individuals different UraBT profiles was examined using a bioequivalence test as described by Phillips (20)
and Diletti et al. (21)
. Intra-assay variability was examined among four healthy individuals (five repetitions), analyzed using repeated measures ANOVA, and summarized by coefficient of variation.
Assessment of Breath Collection Bag Integrity with Time.
The integrity of the breath collection bags was assessed after storage at room temperature for up to 210 days. One hundred and thirty-two samples from 24 volunteers underwent duplicate analysis 90 (n = 30), 120 (n = 32), 150 (n = 20), 180 (n = 25), or 210 (n = 25) days after their initial examination. Integrity was analyzed using repeated measures ANOVA and summarized by coefficient of variation.
Statistical Analysis.
All statistical summaries and analyses as described above were produced in SAS version 8.2, using procedures such as MEANS, GLM, MIXED, NLIN, NPAR1WAY, and DISCRIM.
| RESULTS |
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128.9 were classified as normal. Using these criteria, the UraBT demonstrated an observed 100% sensitivity (with all of the DPD-deficient individuals correctly identified as DPD deficient) and 96% specificity (with 48 of 50 individuals correctly classified as normal).
Inter- and Intra-Assay Variability.
Assessment of the interassay variability of the UraBT demonstrated the results were reproducible with no significant differences observed between original breath patterns and those obtained from a second UraBT repeated several months later. Bioequivalence was significantly demonstrated at a 5% level of significance. All intra-assay coefficient of variations were <5%.
Integrity of Breath Collection Bags.
13CO2 content in breath collection bags stored at room temperature was assessed 90, 120, 150, 180, or 210 days after their initial examination. No significant differences were observed between the 13CO2 content of sample bags before and after storage. 13CO2 levels of breath samples before and after storage were highly correlated (R2 > 99%; Fig. 4
)
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DPYD Genotype.
No sequence variants previously associated with DPD deficiency were identified in the DPYD gene of the "normal" individuals (data not shown). Table 2
summarizes the sequence variations identified in the partial and profoundly DPD-deficient individuals (D-1 through D-8). D-1, D-2, D-3, and D-4 demonstrated a heterozygous DPYD*2A (IVS14 + 1G>A) genotype and a partially DPD-deficient phenotype. D-3 also demonstrated an additional heterozygous sequence variant in exon 19 (2329G>T, A777S). D-6 demonstrated a homozygous DPYD*2A (IVS14 + 1G>A) genotype and a profoundly DPD-deficient phenotype (no detectable DPD enzyme activity). D-7 demonstrated three heterozygous sequence variations [DPYD*13 (1679T>G, I560S), DPYD*9A (85 T>C, C29R) and 496 A>G, M166V] and a partially DPD-deficient phenotype. D-5 and D-8 had no known sequence variants previously associated with DPD deficiency within the coding region of the DPYD gene, although a partially DPD-deficient phenotype was demonstrated.
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| DISCUSSION |
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In the current study, a facile, noninvasive UraBT was developed and optimized to discriminate between healthy, partially, or profoundly DPD-deficient individuals. This approach exploits the difference in 2-13C-uracil catabolism between normal and DPD-deficient individuals. Previous pharmacokinetic studies from our laboratory in a profoundly DPD-deficient patient demonstrated reduced 5-FU catabolism with prolonged elimination half-life compared with the "normal" population (26) . Additional studies by our laboratory using eniluracil (a potent DPD inhibitor) showed similar results (27) . Taken collectively, these data suggested that the reduced catabolism of 2-13C-uracil in DPD-deficient individuals should result in a subsequent decline in 13CO2 levels in breath.
Preliminary studies of the UraBT demonstrated that an administered dose of 6 mg/kg 2-13C-uracil generated less variable breath indices (Cmax, Tmax) than single-fixed doses of 100, 200, or 300 mg (Fig. 1)
and that the elimination phase of 13CO2 in normal and DPD-deficient individuals could be examined within 180 min. Administration of 6 mg/kg of 2-13C-uracil to normal, partially, and profoundly DPD-deficient individuals showed a significantly reduced Cmax, DOB50, and PDR and a significantly increased Tmax in deficient individual compared with normal individuals (Figs. 2
and 3
; Table 1
). The maximal 13CO2
over baseline differences in breath pattern indices were observed at 50 min comparing normal and DPD-deficient individuals (P < 0.001). Applying a cutoff value of 128.9 DOB50 min, all eight DPD-deficient individuals were correctly identified (100% sensitivity). In addition, 48 of 50 normal individuals were also correctly identified (96% specificity). These data suggest that one time point (50 min) may be used to discriminate between normal and DPD-deficient patients; however, larger population studies are required to clearly establish the optimal time point where
over baseline cutoff values would provide maximal separation.
To determine whether exhaled breath samples could be stored and shipped to distant sites for analysis, the integrity of the breath collection bags were examined for changes in 13CO2 levels after storage at room temperature for up to 210 days. As shown in Fig. 4
, no significant changes were observed in the 13CO2 levels. Taken collectively, the ability to use one time point to discriminate between normal and DPD-deficient individuals and the stability of the breath samples suggests that the UraBT offers the first potentially useful diagnostic assay for the identification of DPD-deficient individuals.
Interestingly, there was no strong correlation between PBMC DPD activity and any of the UraBT indices. This is likely because determining DPD enzyme activity from a single tissue (PBMC) cannot be directly compared with the systemic metabolism of 2-13C-uracil by multiple organs (i.e., liver, colon, lung, brain, spleen, and PBMC), which are known to have various levels of DPD (28 , 29) .
All DPD-deficient individuals examined in this study were genotyped to identify the molecular basis of their DPD deficiency (Table 2)
. Individuals D-1 through D-4 (with a partially DPD-deficient phenotype) demonstrated a heterozygous DPYD*2A genotype, whereas D-6 (with a profoundly DPD-deficient phenotype) demonstrated a homozygous DPYD*2A genotype. D-3 demonstrated a heterozygous sequence variation in exon 19 (2329G>T, A777S), which has been observed previously in a partially DPD-deficient patient (30)
. D-7 (with a partially DPD-deficient phenotype) demonstrated a heterozygous DPYD*13, DPYD*9A, and M166V genotype. Both DPYD*2A and DPYD*13 have been confirmed by our laboratory and others to result in DPD deficiency, whereas DPYD*9A and M166V have been observed in individuals with normal activity (31, 32, 33)
. Interestingly, D-5 and D-8 were identified as DPD deficient (using both the radioassay and UraBT); however, no known sequence variants were identified in the coding region of the DPYD gene. The molecular basis for DPD deficiency in these individuals remains unknown and may be attributable to sequence variations occurring in an untranslated region of the DPYD gene (including the promoter, 5'untranslated region, 3'untranslated region, or intronic regions).
Previous studies have suggested that approximately 50% of cancer patients with severe 5-FU toxicity are DPD deficient; however, the etiology of 5-FU toxicity in the remaining patients is unclear. Increased 5-FU toxicity has also been linked to deficiencies in the dihydropyrimidinase and ß-ureidopropionase enzymes and alterations in the thymidylate synthase promoter (34, 35, 36, 37) . Future studies will examine whether similar methodologies may be used to identify patients with these other pyrimidine-catabolic disorders.
In summary, this study demonstrates that the UraBT can rapidly discriminate between normal, partially, and profoundly DPD-deficient individuals (within 50 min) and offers a useful screening method that can be applied in most clinical settings (e.g., hospitals and physicians offices) to identify DPD-deficient individuals before 5-FU chemotherapy. Furthermore, this novel approach may be used to collect samples at remote locations with subsequent analysis at a centralized reference laboratory.
| FOOTNOTES |
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The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
Note: M. Carpenter is currently in the Department of Discrete and Statistical Sciences, Auburn University, Auburn, AL.
Requests for reprints: Robert Diasio, University of Alabama at Birmingham, Division of Clinical Pharmacology and Department of Pharmacology and Toxicology, 1824 6th Avenue South, Wallace Tumor Institute, Room 620, Birmingham, AL 35294-3300. Phone: (205) 934-4578; Fax: (205) 975-5650; E-mail: robert.diasio{at}ccc.uab.edu
Received 10/ 8/03; revised 11/17/03; accepted 12/ 3/03.
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