Prognostic implications of thymidylate synthase gene polymorphisms in patients with advanced small bowel adenocarcinoma treated with first-line fluoropyrimidine-based chemotherapy

  • Authors:
    • Ho-Young Yhim
    • Sang-Hee Cho
    • Sam Yong Kim
    • In Sung Cho
    • Kyu Taek Lee
    • Won Sup Lee
    • Soon Il Lee
    • Moo Rim Park
    • Sang-Gon Park
    • Hye-Suk Han
    • Yoon Seok Choi
    • Ik-Joo Chung
    • Hyun-Jeong Shim
    • Na-Ri Lee
    • Eun-Kee Song
    • Hee Sun Kim
    • Chang-Yeol Yim
  • View Affiliations

  • Published online on: May 6, 2015     https://doi.org/10.3892/or.2015.3954
  • Pages: 155-164
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Abstract

Thymidylate synthase (TS) gene polymorphisms such as tandem repeat (TR) polymorphisms and single-nucleotide polymorphisms (SNPs) affect transcriptional efficiency of the TS gene and may be prognostic markers for fluoropyrimidine-based therapy in various gastrointestinal cancers. However, data for TS polymorphisms on clinical outcomes in advanced small bowel adenocarcinoma (SBA) are limited. We retrospectively enrolled 58 locally advanced/metastatic SBA patients treated with first-line fluoropyrimidine-based chemotherapy and analyzed the relationship between TS genotypes and clinical outcomes in 30 patients who were available for tumor tissue. Based on TR polymorphisms and a G>C SNP in the promoter region of the TS gene, 74% of patients had high TS expression genotypes (2R/3RG, 3RG/3RC, 3RG/3RG); the remainder had low TS expression genotypes (2R/2R, 2R/3RC, 3RC/3RC). After a median follow-up of 48.8 months, median progression-free survival (PFS) and overall survival (OS) in all patients were 6.0 and 11.3 months, respectively. However, patients with low TS expression genotypes had better median PFS (12.8 vs. 4.3 months, P=0.027) and OS (28.8 vs. 8.9 months, P=0.025) than those with high TS expression genotypes. In multivariate analysis, poor Eastern Cooperative Oncology Group performance status [hazard ratio (HR), 2.85; 95% CI, 1.02-7.93] and high TS expression genotypes (HR, 3.49; 95% CI, 1.13-10.78) were independent prognostic factors for worse OS. Therefore, TS genotypes, based on a G>C SNP in the TR sequence of the TS gene, may be a useful biomarker for predicting outcomes for fluoropyrimidine-based chemotherapy in patients with locally advanced/metastatic SBA.

Introduction

Small bowel adenocarcinoma (SBA) is a rare malignancy, accounting for <5% of all gastrointestinal cancers, and is associated with a poor prognosis (1). Standard chemotherapeutic regimens for SBA have not been established due to the lack of prospective randomized studies. Fluoropyrimidines, including 5-fluorouracil (5-FU) and capecitabine, have been the most commonly studied cytotoxic chemotherapeutic agents for advanced SBA. Fluoropyrimidines in combination with oxaliplatin, irinotecan, or doxorubicin/mitomycin have shown clinical benefits in small phase II studies (25). In addition, several retrospective studies have revealed that pretreatment performance status (68), primary tumor site (7), and serum carcinoembryonic antigen (CEA) level (6,7) might have a prognostic role in patients receiving fluoropyrimidine-based chemotherapy. However, molecular markers reflective of tumor biology and predictive of chemotherapeutic sensitivity/resistance in patients with advanced SBA are lacking. Such molecular markers predicting treatment response will help physicians to select treatment strategies for this rare disease.

The antitumor effect of fluoropyrimidines has been associated with competitive inhibition of thymidylate synthase (TS) (9,10). Preclinical studies have shown that increased TS expression is associated with resistance to 5-FU in cancer cell lines (11,12). Subsequent clinical studies have demonstrated that TS expression may play an important role in determining tumor sensitivity to fluoropyrimidines (1315). Therefore, the TS tissue level may modulate the efficacy of fluoropyrimidine therapy against tumor cells. Polymorphisms within the 5′-untranslated region (UTR) of the TS gene have been shown to be important in controlling TS expression. Polymorphisms in the 5′-UTR regulate TS transcription and have been suggested to be potential predictors of response to 5-FU chemotherapy (1618). Two main polymorphisms in the 5′-UTR that modulate TS transcription have been described: the tandem repeat (TR) polymorphism and G>C single-nucleotide polymorphism (SNP). The TR polymorphism comprises double (2R) or triple (3R) repeats of a 28-base pair (bp) sequence in the 5′-UTR (16,17). This polymorphism is associated with TS gene transcription efficiency, which is lower with the double repeat than with the triple repeat (16). The G>C SNP in the second repeat of the 3R alleles is associated with decreased transcriptional activity of the 3R alleles (18). Consequently, the transcriptional efficiency of 3R alleles with the G>C substitution (3RC) is similar to that of 2R alleles. Recently, several studies have demonstrated that TS SNP status might be associated with clinical outcomes in colorectal cancer (CRC) patients receiving 5-FU-based chemotherapy or preoperative chemoradiotherapy (1922). However, the prognostic and predictive relevance of TS gene polymorphisms in SBA have not yet been investigated. Thus, in the present study, we aimed to evaluate the prognostic implications of polymorphisms in the 5′-UTR of the TS gene on treatment outcomes in patients with locally advanced/metastatic SBA receiving fluoropyrimidine-based chemotherapy.

Materials and methods

Study design and patient population

We performed a multicenter, retrospective cohort study of patients with pathologically confirmed locally advanced (unresectable or incompletely resected) or metastatic SBA who received ≥1 cycle of first-line fluoropyrimidine-based chemotherapy at 10 medical centers in Korea between Jan 2003 and Dec 2012. Patients with localized or completely resected disease and those who received front-line treatment with non-fluoropyrimidine-containing chemotherapy were excluded. Patients with cancer of the ampullar of Vater or periampullary cancer were also excluded. Prior history of chemotherapy for metastatic disease was not allowed, but previous use of fluoropyrimidines was permitted if fluoropyrimidines were used as adjuvant therapy and the interval between completion of adjuvant therapy and recurrence of disease was more than 6 months. Data were collected using study-specific case record forms from participating institutions. Collected data included patient demographics, tumor characteristics, first-line chemotherapy regimens and dose intensities, response to first-line therapy, progression-free survival (PFS) and overall survival (OS). The study protocol was reviewed and approved by the institutional review board at each participating institution, and the study was conducted in accordance with the recommendations of the Declaration of Helsinki for biomedical research involving human subjects.

Treatment and outcome measurement

First-line chemotherapy consisted of the following 4 regimens: the cisplatin and fluoropyrimidines (FP) regimen, cisplatin (75 mg/m2) day 1 plus infusional 5-FU (1,000 mg/m2) for 4 consecutive days or oral capecitabine (1,000 mg/m2 twice a day) for 14 consecutive days every 3 weeks; the FOLFOX regimen, 2-h infusion of oxaliplatin (85 or 100 mg/m2) on day 1 plus folinic acid (200 mg/m2) and bolus 5-FU (400 mg/m2) followed by a 46-h infusion of 5-FU (2,400 mg/m2) every 2 weeks; the FOLFIRI regimen, 90-min infusion of irinotecan (180 mg/m2) on day 1 plus folinic acid (200 mg/m2) and bolus 5-FU (400 mg/m2) followed by a 46-h infusion of 5-FU (2,400 mg/m2) every 2 weeks; fluoropyrimidine alone, protracted venous infusion of 5-FU using a portable pump at a dose of 300 mg/m2/day or oral capecitabine 1,250 mg/m2 twice daily on day 1 through 14 every 3 weeks. The treatment regimen was selected at the discretion of the treating physician. First-line chemotherapy was discontinued in patients who progressed during treatment or experienced unacceptable toxicities. Management of adverse events and subsequent dose reduction of chemotherapeutic agents was performed at the discretion of the physician based on hematologic or non-hematologic adverse events. Tumor responses were assessed in patients with measurable lesions using contrast-enhanced computed tomography (CT) every three or four cycles or earlier when signs of progression were evident. Objective tumor response was evaluated using the Response Evaluation Criteria in Solid Tumors (RECIST) criteria (23). PFS and OS were calculated from the day of diagnosis until progression, death or last follow-up as appropriate.

Immunohistochemistry (IHC) for TS

TS expression was analyzed in 3-µm-thick sections from pretreatment formalin-fixed paraffin-embedded (FFPE) tissues. Sections were deparaffinized and subjected to heat-induced antigen retrieval by microwaving in Tris-EDTA buffer (EnVision FLEX High pH; Dako, Glostrup, Denmark) for 15 min. Tissue sections were incubated with 3% hydrogen peroxide for 10 min to inhibit endogenous peroxidase activity. After washing in Tris-buffered saline, tissue sections were incubated with monoclonal anti-TS (TS-106; Dako) for 90 min at room temperature. TS immunohistochemical staining was detected using the Dako REAL EnVision Detection System. After washing, the sections were incubated with the Envision kit for 30 min at room temperature and 3,3′-diaminobenzidine was applied as the chromogen. After washing, the tissue sections were counterstained with Mayer’s hematoxylin. To ensure consistent staining, a positive control (an adenocarcinoma sample with well-characterized staining) and negative control (no primary antibody) were included in each staining run. Adjacent lymphocytes within each section were identified as internal references. Immunohistochemical staining was evaluated by a single pathologist blinded to the clinical parameters. The intensity of TS cytoplasmic staining was graded on a 4-point scale (0, 1+, 2+ and 3+), and a grade of ≥2+ was considered as positive (Fig. 1).

TS TR polymorphism and G>C SNP analysis DNA extraction

Genomic DNA was prepared from FFPE tissue samples using the QIAamp DNA FFPE Tissue kit (Qiagen, Hilden, Germany) according to the manufacturer’s protocol. Briefly, the specimen was cut to 20-µm tissue sections using a microcutter, and three subsequent sections were transferred to microcentrifuge tubes. Then, PBS was added to each 20-µm tissue section and heated for 10 min at 75°C. After centrifuging at 13,000 rpm, the supernatant was carefully discarded and fresh PBS was added. Tissue samples were then incubated with lysis buffer and proteinase K for 30 min at 56°C. Subsequently, the mixture was applied to the spin column and centrifuged into a collection tube according to the manufacturer’s protocol. The purified DNA was used for subsequent analyses.

TS genotyping

TS TR polymorphism and G>C SNP were identified by capillary electrophoresis and direct sequencing of genomic DNA, respectively. For the TS TR assay, DNA was amplified by polymerase chain reaction (PCR) using the HotStarTaq Master Mix kit (Qiagen) with the primer pair 5′-FAM-GTGGCTCCTGCGTTTCCCCC-3′ (forward) and 5′-GAGCCGGCCACAGGCATG-3′ (reverse). Reactions were set up in a final volume of 25 µl with 50 ng of DNA and primers and performed in the 2720 Thermal Cycler (Applied Biosystems, Foster City, CA, USA). The PCR conditions were as follows: initial denaturation at 94°C for 15 min, followed by 35 cycles of denaturation at 95°C for 30 sec, primer annealing at 60°C for 30 sec, and extension at 72°C for 1 min and final extension at 72°C for 5 min. The PCR product (1 µl) was added to a mixture of diformamide and GeneScan -500 LIZ Size Standard (Applied Biosystems), denatured at 95°C for 2 min, and analyzed using the ABI 3130xl Genetic Analyzer (Applied Biosystems). A peak at 210 base (2R/2R), 238 base (3R/3R), or both of these peaks (2R/3R) were obtained depending on the TS TR status.

Next, to reveal the TS SNP status in the samples containing 3R in the TS TR assay, direct sequencing was performed. PCR for genomic DNA amplification was performed as described for the TS TR assay using the following primer pair: 5′-GT GGCTCCTGCGTTTCCCCC-3′ (forward) and 5′-GCTCCG AGCCGGCCACAGGCATGGCGCGG-3′ (reverse). Purified PCR products were obtained using an Exonuclease I and Shrimp Alkaline Phosphatase mixture (Fermentas, Vilnius, Lithuania) and subsequently sequenced using the ABI PRISM BigDye Terminator version 3.1 kit (Applied Biosystems). Forward and reverse sequences were analyzed separately under the same conditions with the same primers used in the PCR reaction. Cycle sequencing was performed for 25 cycles of 96°C for 30 sec, 50°C for 15 sec, and 60°C for 4 min. Sequencing analysis was performed using the ABI 3130XL Genetic Analyzer (Applied Biosystems).

Based on the TS TR and SNP status, TS genotypes were classified as high TS expression genotypes (2R/3RG, 3RC/3RG and 3RG/3RG) or low TS expression genotypes (2R/2R, 2R/3RC and 3RC/3RC).

Statistical analysis

PFS and OS were calculated using the Kaplan-Meier method and compared using the log-rank test. Clinical variables, such as age, gender, disease status, Eastern Cooperative Oncology Group (ECOG) performance status, location of the primary tumor, histologic grade, pretreatment CEA and systemic chemotherapy were included for analysis. Descriptive statistics were summarized as frequencies and percentages for categorical variables and as median and range for continuous variables. Comparison of clinical variables according to TS genotypes and comparisons between TS immunohistochemical staining intensity and TS polymorphisms (TR, SNP) and tumor response were made using χ2 test or Fisher’s exact test. Multivariate analysis was carried out using the Cox proportional hazards models. Variables with P<0.05 in the univariate analysis were included in the multivariate model using a forward conditional method, and hazard ratio (HR) and 95% confidence interval (CI) were calculated. A two-tailed P-value of <0.05 was considered statistically significant. All data analyses were carried out using SPSS software (SPSS, Inc., Chicago, IL, USA).

Results

Patient cohort

We identified 64 patients at 10 Korean institutions who were diagnosed with locally advanced/metastatic SBA and treated with first-line fluoropyrimidine-based regimens between 2003 and 2012. Of the 64 patients, four patients were not included because they were initially treated with fluoropyrimidines as a radiosensitizer during concurrent chemoradiotherapy. Two patients were excluded, because they did not complete their first cycle of capecitabine monotherapy owing to non-hematologic toxicity. Thus, 58 patients were included in this analysis.

Patient characteristics

The demographic and clinical characteristics of the patients are listed in Table I. Of the 58 patients, 39 (67%) were male and 19 (33%) were female, with a median age of 61 years (range, 32–83 years). The most common primary tumor location was the duodenum (50/58, 86%). Metastatic disease was present in 43 patients (74%), and the ECOG performance status was 0 or 1 in 42 patients (72%). The median CEA level was 2.2 ng/ml (range, 0.5–100.0 ng/ml). Twelve patients (21%) had a history of prior fluoropyrimidine adjuvant therapy. Thirty-one patients (53%) received the FP regimen, 11 patients (19%) received the FOLFOX regimen, 10 patients (17%) received fluoropyrimidine alone, and 6 patients (10%) received the FOLFIRI regimen as first-line chemotherapy.

Table I

Patient and tumor characteristics according to TS SNP status.

Table I

Patient and tumor characteristics according to TS SNP status.

Total (n=58)N=30a
Low TS expression genotypes (n=8)High TS expression genotypes (n=22)P-value
Gender
 Male39 (67)5 (62.5)12 (54.5)1.0
 Female19 (33)3 (37.5)10 (45.5)
Age, years
 Median616263.50.906
 Range32–8355–7232–76
F/U duration (months)
 Median48.838.248.50.888
 Range3.3–121.916.8–113.33.3–121.9
ECOG performance status
 0–142 (72)7 (87.5)16 (72.7)0.638
 2–316 (28)1 (12.5)6 (27.3)
Disease status
 Metastatic43 (74)7 (87.5)16 (72.7)0.638
 Locally advanced15 (26)1 (12.5)6 (27.3)
Tumor location
 Duodenum50 (86)8 (100)18 (81.8)0.550
 Jejunum/ileum8 (14)0 (0)4 (18.2)
Pathologic differentiation
 Well9 (16)3 (37.5)4 (18.2)0.352
 Moderate23 (40)2 (25.0)7 (31.8)
 Poor16 (28)1 (12.5)9 (40.9)
 Unknown10 (17)1 (12.5)2 (9.1)
Pretreatment CEA level (ng/ml)
 Median2.21.82.50.489
 Range0.5–100.01.2–14.80.5–100.0
Prior fluoropyrimidine use
 No46 (79)7 (87.5)17 (77.3)1.0
 Yes12 (21)1 (12.5)5 (22.7)
First-line chemotherapy
 Cisplatin + fluoropyrimidine31 (53)6 (75.0)14 (63.6)0.837
 Oxaliplatin + fluoropyrimidine11 (19)1 (12.5)5 (22.7)
 Irinotecan + fluoropyrimidine6 (10)0 (0)1 (4.5)
 Fluoropyrimidine alone10 (17)1 (12.5)2 (9.1)
No. of chemotherapy cycles
 Median493.50.003
 Range1–503–501–10

{ label (or @symbol) needed for fn[@id='tfn1-or-34-01-0155'] } Values are expressed as the number of patients (%) unless stated otherwise.

a Patients who were available for TS genotyping were analyzed. Based on TS TR and SNP status, patients were classified into low TS expression genotypes (2R/2R, 2R/3RC, and 3RC/3RC) and high TS expression genotypes (2R/3RG, 3RC/3RG, and 3RG/3RG). TS, thymidylate synthase; SNP, single-nucleotide polymorphism; F/U, follow-up; ECOG, Eastern Cooperative Oncology Group; CEA, carcinoembryonic antigen.

Association between immunohistochemical expression of TS and TS genotype

TS IHC and genotyping were successfully performed in 30 cases (52%); the remaining 28 cases lacked sufficient tissue samples for analysis. TS immunohistochemical staining exhibited a predominantly diffuse pattern throughout the nucleus and cytoplasm of the tumor cells. TS immunohistochemical staining intensity was follows: 0 in 8 cases (27%), 1+ in 8 cases (27%), 2+ in 11 cases (37%), and 3+ in 3 (8%). Among these cases, 14 (47%) were considered positive for TS expression (≥2+). The TS TR status was 2R/2R in 3 patients (10%), 2R/3R in 10 patients (33%), and 3R/3R in 17 patients (57%). The SNP status was 2R/3RC in 2 patients (7%), 2R/3RG in 8 patients (27%), 3RC/3RC in 3 patients (10%), 3RC/3RG in 6 patients (20%), and 3RG/3RG in 8 patients (27%). Based on the TS SNP status in the TR sequence, 22 patients (73%) had high TS expression genotypes (2R/3RG, 3RC/3RG, 3RG/3RG) and the remaining 8 patients had low TS expression genotypes (2R/2R, 2R/3RC, 3RC/3RC; Table II).

Table II

TS protein expression according to TS TR and SNP status.

Table II

TS protein expression according to TS TR and SNP status.

TS protein expressionaTS TR status
P-value
2R/2R, 2R/3R3R/3RTotal
Negative9 (69)7 (41)16 (9)0.127
Positive4 (31)10 (59)14 (10)
TS protein expressionaTS SNP status
P-value
Low-expression genotypes
High-expression genotypes
2R/2R2R/3RC3RC/3RCTotal2R/3RG3RC/3RG3RG/3RGTotal
Negative2 (67)2 (100)3 (100)7 (88)5 (63)2 (33)2 (25)9 (41)0.039
Positive1 (33)0 (0)0 (0)1 (13)3 (38)4 (67)6 (75)13 (59)

{ label (or @symbol) needed for fn[@id='tfn3-or-34-01-0155'] } Values are expressed as the number of patients (%).

a TS protein expression was evaluated by the intensity of TS immunohistochemical staining. TS, thymidylate synthase; SNP, single-nucleotide polymorphism; TR, tandem repeat.

The prevalence of positive TS immunohistochemical expression was not significantly different between patients with the 3R/3R genotype and those with the 2R/2R and 2R/3R genotypes [59% (10/17) vs. 31% (4/13); P=0.127; Table II]. In contrast, the prevalence of positive TS immunohistochemical expression was significantly higher in patients with high TS expression genotypes than in those with low TS expression genotypes (59 vs. 13%; P=0.039; Table II).

Correlations of TS protein expression and genotype with treatment response, PFS and OS

Tumor response was evaluable in 29 (97%) of the 30 patients in whom TS immunohistochemical expression and genotype data were available. One patient did not have any evaluable lesions at baseline. Among the evaluable patients, 10 patients (1 complete response and 9 partial response) responded to treatments, resulting in an overall response rate (ORR) of 35%. The ORR was not significantly different according to TS protein expression and TR polymorphism status (Table III). However, the ORR was significantly higher in patients with low TS expression genotypes than in those with high TS expression genotypes (71 vs. 23%; P=0.030; Table III).

Table III

Treatment response according to TS protein expression and TS TR and SNP status.

Table III

Treatment response according to TS protein expression and TS TR and SNP status.

Treatment responseTotalTS protein expression
TS TR status
TS SNP status
NegativePositiveP-value2R/2R, 2R/3R3R/3RP-valueLow-expression genotypesHigh-expression genotypesP-value
CR/PR10 (35)7 (47)3 (21)0.2455 (42)5 (29)0.6945 (71)5 (23)0.030
SD/PD19 (66)8 (53)11 (79)7 (58)12 (71)2 (79)17 (77)

[i] Values are expressed as the number of patients (%). TS, thymidylate synthase; TR, tandem repeat; SNP, single-nucleotide polymorphism; CR, complete response; PR, partial response; SD, stable disease; PD, progressive disease.

With a median follow-up duration of 48.8 months (range, 3.3–121.9 months), median PFS and OS were 6.0 months (95% CI, 4.5–7.5) and 11.3 months (95% CI, 8.1–14.5), respectively. Median PFS and OS were 12.8 months (95% CI, 6.4–19.2) and 28.8 months (95% CI, 19.2–38.4) in patients with low TS expression genotypes and 4.3 months (95% CI, 2.9–5.7) and 8.9 months (95% CI, 5.5–12.3) in patients with high TS expression genotypes, respectively. Patients with low TS expression genotypes had significantly better PFS and OS than those with high TS expression genotypes (PFS, P=0.027; OS, P=0.025; Fig. 2A and D).

Although there was a trend towards a better PFS (median, 8.7 vs. 2.8 months; P=0.060) and OS (median, 24.0 vs. 8.9 months; P=0.090) in favor of the negative TS protein expression group, PFS and OS were not significantly different according to TS protein expression (Fig. 2B and E) and TS TR polymorphism status (Fig. 2C and F).

The results of the univariate and multivariate analyses for PFS and OS are shown in Tables IV and V. In univariate analysis, ECOG performance status (P<0.001) and TS SNP status (P=0.025) were significantly associated with OS (Table IV). In the multivariate analysis, poor ECOG performance status (HR, 2.85; 95% CI, 1.02–7.93) and high TS expression genotypes (HR, 3.49; 95% CI, 1.13–10.78) were independent prognostic factors for worse OS (Table V).

Table IV

Univariate analysis for PFS and OS.

Table IV

Univariate analysis for PFS and OS.

VariablesNo. of patientsMedian PFS (ms, 95% CI)P-valueMedian OS (ms, 95% CI)P-value
Age at diagnosis (years)
 ≤60276.4 (4.1–8.7)0.91014.8 (11.1–18.5)0.995
 >60315.2 (3.0–7.4)10.2 (7.7–12.7)
Gender
 Male396.0 (4.2–7.8)0.97712.2 (8.4–16.0)0.630
 Female196.4 (2.6–10.2)14.0 (6.1–21.9)
ECOG performance status
 0–1427.3 (5.8–8.8)<0.00114.8 (11.6–18.0)<0.001
 2–3162.7 (2.1–3.3)5.0 (3.4–6.6)
Disease status
 Locally advanced158.7 (0.1–17.3)0.06419.2 (5.5–32.9)0.265
 Metastatic435.5 (3.4–7.6)10.6 (9.0–12.2)
Tumor location
 Duodenum506.3 (4.8–7.8)0.27711.3 (7.2–15.4)0.863
 Jejunum/ileum83.8 (3.3–4.3)12.2 (8.9–15.5)
Pathologic differentiation
 Well911.9 (4.7–19.1)0.10424.0 (0.2–47.8)0.284
 Moderate233.9 (2.0–5.8)11.1 (6.7–15.5)
 Poor164.3 (1.7–6.9)10.6 (8.4–12.7)
Pretreatment CEA level (ng/ml)
 ≤2.2233.8 (3.4–4.2)0.36411.1 (5.8–16.4)0.860
 >2.2226.3 (4.8–7.8)8.9 (4.1–13.7)
Chemotherapy
 Cisplatin + fluoropyrimidine316.7 (5.3–8.1)0.12814.0 (9.3–18.7)0.083
 Oxaliplatin + fluoropyrimidine113.9 (2.2–5.6)11.3 (2.6–20.0)
 Irinotecan + fluoropyrimidine63.7 (2.0–5.4)4.7 (0–9.6)
 Fluoropyrimidine alone105.5 (0–25.1)30.5 (0–75.6)
Prior fluoropyrimidine use
 No465.8 (3.9–7.7)0.64210.6 (6.5–14.7)0.952
 Yes126.3 (1.5–11.1)13.6 (9.5–17.7)
TS protein expression
 Negative168.7 (4.0–13.4)0.06024.0 (9.6–38.4)0.090
 Positive142.8 (0.9–4.7)8.9 (5.7–12.1)
TS TR status
 2R/2R, 2R/3R1310.1 (2.0–18.2)0.33616.9 (10.3–23.5)0.397
 3R/3R175.2 (3.5–6.9)10.2 (5.5–14.9)
TS SNP status
 Low expression genotypes812.8 (6.4–19.2)0.02728.8 (19.2–38.4)0.025
 High expression genotypes224.3 (2.9–5.7)8.9 (5.5–12.3)

[i] PFS, progression-free survival; OS, overall survival; CI, confidence interval; ms, months; ECOG, Eastern Cooperative Oncology Group; CEA, carcinoembryonic antigen; TS, thymidylate synthase; TR, tandem repeat; SNP, single-nucleotide polymorphism.

Table V

Multivariate analysis for PFS and OS.

Table V

Multivariate analysis for PFS and OS.

VariablesHR95% CIP-value
PFS
 ECOG performance status
  0–11
  2–32.701.08–6.750.034
TS SNP status
  Low expression genotypes1
  High expression genotypes2.471.05–5.790.038
OS
 ECOG performance status
  0–11
  2–32.851.02–7.930.046
TS SNP status
  Low expression genotypes1
  High expression genotypes3.491.13–10.780.030

[i] PFS, progression-free survival; OS, overall survival; HR, hazard ratio; CI, confidence interval; ECOG, Eastern Cooperative Oncology Group; TS, thymidylate synthase; SNP, single-nucleotide polymorphism.

Discussion

Thymidylate synthase (TS) is a target of fluoropyrimidines, and TS expression has been demonstrated to be a determinant of fluoropyrimidine sensitivity in vitro (11,12). Subsequent clinical studies have also suggested that the TS level is associated with fluoropyrimidine sensitivity (1315). Fluoropyrimidines have been essential backbone drugs for the treatment of gastrointestinal malignancies, including SBA (24). Since SBA is a rare malignancy, it may be meaningful to identify biologic prognostic factors for current therapy. However, to date, data regarding the prognostic role of TS in patients with SBA receiving fluoropyrimidine-based chemotherapy are lacking. Therefore, we investigated the impact of immunohistochemical expression of TS protein and TS 5′-UTR polymorphisms on treatment outcomes of fluoropyrimidine-based chemotherapy in patients with advanced SBA. To the best of our knowledge, this is the first study to investigate the role of drug sensitivity in regards to TS protein expression and TS polymorphisms (SNP and TR) in patients with advanced SBA.

In the present study, we demonstrated that the TS genotype, identified by the G>C SNP status in the TS TR sequence, may correlate with TS protein expression and influence ORR, PFS, and OS in patients with locally advanced/metastatic SBA treated with first-line fluoropyrimidine-based chemotherapy. Notably, the present study also showed that the TS TR polymorphism alone is not a sufficient marker to predict response to fluoropyrimidine-based chemotherapy. These findings are consistent with recent studies demonstrating that TS activity was regulated by the G>C SNP as well as the TR polymorphism in the 5′-UTR of the TS gene (1921). The number of TR in the TS gene is associated with TS activity. The translational efficiency of TS mRNA is generally three to four times higher with the 3R sequence than with the 2R sequence (16,17,25). Recent clinical studies in patients with metastatic CRC have shown that patients with the 3R/3R genotype were significantly associated with a poorer response to 5-FU than those containing the 2R genotype (26,27). However, some studies have found no association between TS TR polymorphism and response to 5-FU-based chemotherapy (28,29). A G>C SNP in the second repeat of the 3R alleles may partially explain these discrepancies (18). Functional analysis has demonstrated that translational efficiency of the 3R sequence is three to four times greater without the G>C SNP than with the G>C SNP (18,19). As a result, the 3RC alleles may have a similar translational efficiency to that of the 2R alleles.

Given that fluoropyrimidine-based cytotoxic chemotherapy is currently regarded as the mainstay of treatment in patients with advanced SBA (24), the present study suggests that the TS genotype may serve as a biomarker of response to fluoropyrimidine-based chemotherapy. In this analysis, median OS among patients with low TS expression genotypes was more than 28 months. Thus, the therapeutic approach in these patients should take into account not only an efficacy of chemotherapeutic agents but also toxicity and quality-of-life implications. Therefore, trials involving such patients should incorporate both patient-reported quality-of-life end points and survival parameters to aid therapeutic decision making. On the other hand, the outcomes of patients with high TS expression genotypes were dismal; thus, the development of novel targeted treatment strategies is urgently needed for this group of patients. Although targeted therapies incorporating bevacizumab or cetuximab are commonly used for the treatment of CRC, the role of targeted therapies in advanced SBA has not yet been established. However, studies investigating the molecular pathology of SBA suggest that targeted therapies hold promise in the treatment of this disease. Notably, vascular endothelial growth factor is highly expressed in SBA, and the frequency of KRAS mutations is similar in SBA and CRC (3032). Furthermore, several case series have reported the promising efficacy of cetuximab in patients with KRAS wild-type SBA (33,34). Therefore, the TS genotype will allow for the identification of patients with a poor prognosis who preferentially require novel targeted treatment other than fluoropyrimidine-based cytotoxic chemotherapy. Prospective studies are urgently needed to validate our results.

Even though data on the TS genotypes in patients with SBA are lacking, previous studies in patients with CRC have suggested the ethnic difference in the distribution of TS genotypes (35). In the present study, 3R/3R was the most prevalent allele with a frequency of 57%, whereas 2R/2R and 2R/3R occurred at frequencies of 10 and 33%, respectively. Furthermore, the frequency of high TS expression genotypes was much higher than that of low TS expression genotypes (73 vs. 27%). This result is consistent with previous studies of Korean CRC patients (22,36). However, the proportion of patients with high and low TS expression genotypes was reported to be similar in Caucasian ethnic group (18,20,35). Because of the small sample size, we could not conclusively predict the difference in the distribution of TS genotypes according to ethnicity. Therefore, further studies are required to understand whether this difference may affect the different prognosis following fluoropyrimidine-based chemotherapy between Asian and Caucasian ethnic groups.

The results of the present study suggest that the TS genotype based on both TS SNP and TR status is correlated with the immunohistochemical expression of TS protein. However, the results should be interpreted with caution, since previous studies investigating immunohistochemical expression of TS as a surrogate marker for TS expression have been inconclusive. Until recently, the predictive value of TS expression for response to 5-FU-based chemotherapy was mainly investigated in metastatic CRC (37,38). These studies produced conflicting rather than conclusive results. Recent meta-analyses concluded that advanced CRC with high TS expression levels seem to be less sensitive to fluoropyrimidine-based chemotherapy, although evidence of heterogeneity and possible publication bias was observed (39,40). Differences in methodology and TS status assessment criteria might have contributed to the heterogeneity between studies (39). The most commonly used method to determine TS expression is IHC. IHC is a convenient technique with multiple advantages, thus making it a desirable approach for biomarker study. However, significant limitations exist due to the variability in its technical aspects, such as the antibodies used and staining technique. Additionally, differences in the IHC scoring methods used to dichotomize TS expression might contribute to the conflicting results (39,40). Therefore, TS immunohistochemical expression as a surrogate biomarker of TS expression might need further clarification and validation in patients with advanced SBA.

The present study has several limitations. First, the present analysis is based on retrospective data obtained from a small number of patients; therefore, unexpected selection bias may be present. Second, our study focused solely on the prognostic role of the G>C SNP and TR polymorphism of the 5′-UTR of the TS gene in SBA patients treated with fluoropyrimidines-based chemotherapy. However, the effects of other genetic polymorphism of the TS gene (i.e., 6-bp deletion in the 3′-UTR) were not investigated in this analysis. Moreover, an evaluation of the impact of other fluoropyrimidine metabolic enzymes, such as thymidylate phosphorylase, dihydropyrimidine dehydrogenase, and methylenetetrahydrofolate reductase, on treatment outcomes was beyond the scope of this study. Additional studies are necessary to examine the impact of these enzymes on clinical outcomes in patients with advanced SBA. Finally, prospective randomized studies are needed to validate our results. However, the rarity of advanced SBA makes randomized trials virtually difficult. Hence, cooperation between study groups is crucial to conduct such studies. Nevertheless, our study is the first to demonstrate the prognostic relevance of the TS genotype in patients with advanced SBA treated with first-line fluoropyrimidine-based chemotherapy.

In conclusion, the TS genotype based on G>C SNP and TR polymorphism appears to be an independent predictor of PFS and OS in patients with locally advanced/metastatic SBA treated with first-line fluoropyrimidine-based chemotherapy. Our findings represent a promising step toward the optimization of treatment strategies in advanced SBA. Further prospective studies with international collaboration are required to verify the prognostic role of the TS genotype in advanced SBA.

Acknowledgments

We would especially like to thank Dr Dong Sug Kim for his excellent assistance in the TS IHC. The present study was supported by funding from the Biomedical Research Institute, Chonbuk National University Hospital and also supported by a grant from the National R&D Program for Cancer Control, Ministry of Health & Welfare, Republic of Korea (0620220-1).

Abbreviations:

CEA

carcinoembryonic antigen

CRC

colorectal cancer

CT

computed tomography

ECOG

Eastern Cooperative Oncology Group

IHC

immunohistochemistry

ORR

overall response rate

OS

overall survival

PCR

polymerase chain reaction

PFS

progression-free survival

RECIST

Response Evaluation Criteria in Solid Tumors

SBA

small bowel adenocarcinoma

SNP

single-nucleotide polymorphism

TR

tandem repeat

TS

thymidylate synthase

UTR

untranslated region

5-FU

5-fluorouracil

References

1 

Neugut AI, Jacobson JS, Suh S, Mukherjee R and Arber N: The epidemiology of cancer of the small bowel. Cancer Epidemiol Biomarkers Prev. 7:243–251. 1998.PubMed/NCBI

2 

Xiang XJ, Liu YW, Zhang L, Qiu F, Yu F, Zhan ZY, Feng M, Yan J, Zhao JG and Xiong JP: A phase II study of modified FOLFOX as first-line chemotherapy in advanced small bowel adenocarcinoma. Anticancer Drugs. 23:561–566. 2012. View Article : Google Scholar : PubMed/NCBI

3 

Overman MJ, Varadhachary GR, Kopetz S, Adinin R, Lin E, Morris JS, Eng C, Abbruzzese JL and Wolff RA: Phase II study of capecitabine and oxaliplatin for advanced adenocarcinoma of the small bowel and ampulla of Vater. J Clin Oncol. 27:2598–2603. 2009. View Article : Google Scholar : PubMed/NCBI

4 

McWilliams RR, Mahoney MR, Marchello BT, Jatoi A, Krewer KD, Ames MA, Schneider DJ, Seeger GR, Mowat RB, Alberts SR and Goetz MP: Pharmacogenetic dosing by UGT1A1 genotype as first-line therapy for advanced small-bowel adenocarcinoma: A North Central Cancer Treatment Group (NCCTG) trial. Clin Oncol. 30(Suppl 4): 3142012.

5 

Gibson MK, Holcroft CA, Kvols LK and Haller D: Phase II study of 5-fluorouracil, doxorubicin, and mitomycin C for metastatic small bowel adenocarcinoma. Oncologist. 10:132–137. 2005. View Article : Google Scholar : PubMed/NCBI

6 

Zaanan A, Costes L, Gauthier M, Malka D, Locher C, Mitry E, Tougeron D, Lecomte T, Gornet JM, Sobhani I, et al: Chemotherapy of advanced small-bowel adenocarcinoma: A multicenter AGEO study. Ann Oncol. 21:1786–1793. 2010. View Article : Google Scholar : PubMed/NCBI

7 

Tsushima T, Taguri M, Honma Y, Takahashi H, Ueda S, Nishina T, Kawai H, Kato S, Suenaga M, Tamura F, et al: Multicenter retrospective study of 132 patients with unresectable small bowel adenocarcinoma treated with chemotherapy. Oncologist. 17:1163–1170. 2012. View Article : Google Scholar : PubMed/NCBI

8 

Fishman PN, Pond GR, Moore MJ, Oza A, Burkes RL, Siu LL, Feld R, Gallinger S, Greig P and Knox JJ: Natural history and chemotherapy effectiveness for advanced adenocarcinoma of the small bowel: A retrospective review of 113 cases. Am J Clin Oncol. 29:225–231. 2006. View Article : Google Scholar : PubMed/NCBI

9 

Santi DV, McHenry CS and Sommer H: Mechanism of interaction of thymidylate synthetase with 5-fluorodeoxyuridylate. Biochemistry. 13:471–481. 1974. View Article : Google Scholar : PubMed/NCBI

10 

Danenberg PV, Heidelberger C, Mulkins MA and Peterson AR: The incorporation of 5-fluoro-2′-deoxyuridine into DNA of mammalian tumor cells. Biochem Biophys Res Commun. 102:654–658. 1981. View Article : Google Scholar : PubMed/NCBI

11 

Johnston PG, Drake JC, Trepel J and Allegra CJ: Immunological quantitation of thymidylate synthase using the monoclonal antibody TS 106 in 5-fluorouracil-sensitive and -resistant human cancer cell lines. Cancer Res. 52:4306–4312. 1992.PubMed/NCBI

12 

van Triest B, Pinedo HM, van Hensbergen Y, Smid K, Telleman F, Schoenmakers PS, van der Wilt CL, van Laar JA, Noordhuis P, Jansen G, et al: Thymidylate synthase level as the main predictive parameter for sensitivity to 5-fluorouracil, but not for folate-based thymidylate synthase inhibitors, in 13 nonselected colon cancer cell lines. Clin Cancer Res. 5:643–654. 1999.PubMed/NCBI

13 

Leichman L, Lenz HJ, Leichman CG, Groshen S, Danenberg K, Baranda J, Spears CP, Boswell W, Silberman H, Ortega A, et al: Quantitation of intratumoral thymidylate synthase expression predicts for resistance to protracted infusion of 5-fluorouracil and weekly leucovorin in disseminated colorectal cancers: Preliminary report from an ongoing trial. Eur J Cancer. 31A:1306–1310. 1995. View Article : Google Scholar : PubMed/NCBI

14 

Leichman CG, Lenz HJ, Leichman L, Danenberg K, Baranda J, Groshen S, Boswell W, Metzger R, Tan M and Danenberg PV: Quantitation of intratumoral thymidylate synthase expression predicts for disseminated colorectal cancer response and resistance to protracted-infusion fluorouracil and weekly leucovorin. J Clin Oncol. 15:3223–3229. 1997.PubMed/NCBI

15 

Liersch T, Langer C, Ghadimi BM, Kulle B, Aust DE, Baretton GB, Schwabe W, Häusler P, Becker H and Jakob C: Lymph node status and TS gene expression are prognostic markers in stage II/III rectal cancer after neoadjuvant fluorouracil-based chemoradiotherapy. J Clin Oncol. 24:4062–4068. 2006. View Article : Google Scholar : PubMed/NCBI

16 

Horie N, Aiba H, Oguro K, Hojo H and Takeishi K: Functional analysis and DNA polymorphism of the tandemly repeated sequences in the 5′-terminal regulatory region of the human gene for thymidylate synthase. Cell Struct Funct. 20:191–197. 1995. View Article : Google Scholar : PubMed/NCBI

17 

Kawakami K, Omura K, Kanehira E and Watanabe Y: Polymorphic tandem repeats in the thymidylate synthase gene is associated with its protein expression in human gastrointestinal cancers. Anticancer Res. 19:3249–3252. 1999.

18 

Mandola MV, Stoehlmacher J, Muller-Weeks S, Cesarone G, Yu MC, Lenz HJ and Ladner RD: A novel single nucleotide polymorphism within the 5′ tandem repeat polymorphism of the thymidylate synthase gene abolishes USF-1 binding and alters transcriptional activity. Cancer Res. 63:2898–2904. 2003.PubMed/NCBI

19 

Kawakami K and Watanabe G: Identification and functional analysis of single nucleotide polymorphism in the tandem repeat sequence of thymidylate synthase gene. Cancer Res. 63:6004–6007. 2003.PubMed/NCBI

20 

Marcuello E, Altés A, del Rio E, César A, Menoyo A and Baiget M: Single nucleotide polymorphism in the 5′ tandem repeat sequences of thymidylate synthase gene predicts for response to fluorouracil-based chemotherapy in advanced colorectal cancer patients. Int J Cancer. 112:733–737. 2004. View Article : Google Scholar : PubMed/NCBI

21 

Fernández-Contreras ME, Sánchez-Prudencio S, Sánchez-Hernández JJ, García de Paredes ML, Gisbert JP, Roda-Navarro P and Gamallo C: Thymidylate synthase expression pattern, expression level and single nucleotide polymorphism are predictors for disease-free survival in patients of colorectal cancer treated with 5-fluorouracil. Int J Oncol. 28:1303–1310. 2006.PubMed/NCBI

22 

Hur H, Kang J, Kim NK, Min BS, Lee KY, Shin SJ, Keum KC, Choi J, Kim H, Choi SH, et al: Thymidylate synthase gene polymorphism affects the response to preoperative 5-fluorouracil chemoradiation therapy in patients with rectal cancer. Int J Radiat Oncol Biol Phys. 81:669–676. 2011. View Article : Google Scholar

23 

Therasse P, Arbuck SG, Eisenhauer EA, Wanders J, Kaplan RS, Rubinstein L, Verweij J, Van Glabbeke M, van Oosterom AT, Christian MC, et al: New guidelines to evaluate the response to treatment in solid tumors. European Organization for Research and Treatment of Cancer, National Cancer Institute of the United States, National Cancer Institute of Canada. J Natl Cancer Inst. 92:205–216. 2000. View Article : Google Scholar : PubMed/NCBI

24 

Raghav K and Overman MJ: Small bowel adenocarcinomas-existing evidence and evolving paradigms. Nat Rev Clin Oncol. 10:534–544. 2013. View Article : Google Scholar : PubMed/NCBI

25 

Kawakami K, Salonga D, Park JM, Danenberg KD, Uetake H, Brabender J, Omura K, Watanabe G and Danenberg PV: Different lengths of a polymorphic repeat sequence in the thymidylate synthase gene affect translational efficiency but not its gene expression. Clin Cancer Res. 7:4096–4101. 2001.PubMed/NCBI

26 

Iacopetta B, Grieu F, Joseph D and Elsaleh H: A polymorphism in the enhancer region of the thymidylate synthase promoter influences the survival of colorectal cancer patients treated with 5-fluorouracil. Br J Cancer. 85:827–830. 2001. View Article : Google Scholar : PubMed/NCBI

27 

Marsh S, McKay JA, Cassidy J and McLeod HL: Polymorphism in the thymidylate synthase promoter enhancer region in colorectal cancer. Int J Oncol. 19:383–386. 2001.PubMed/NCBI

28 

Etienne MC, Chazal M, Laurent-Puig P, Magné N, Rosty C, Formento JL, Francoual M, Formento P, Renée N, Chamorey E, et al: Prognostic value of tumoral thymidylate synthase and p53 in metastatic colorectal cancer patients receiving fluorouracil-based chemotherapy: Phenotypic and genotypic analyses. J Clin Oncol. 20:2832–2843. 2002. View Article : Google Scholar : PubMed/NCBI

29 

Tsuji T, Hidaka S, Sawai T, Nakagoe T, Yano H, Haseba M, Komatsu H, Shindou H, Fukuoka H, Yoshinaga M, et al: Polymorphism in the thymidylate synthase promoter enhancer region is not an efficacious marker for tumor sensitivity to 5-fluorouracil-based oral adjuvant chemotherapy in colorectal cancer. Clin Cancer Res. 9:3700–3704. 2003.PubMed/NCBI

30 

Overman MJ, Pozadzides J, Kopetz S, Wen S, Abbruzzese JL, Wolff RA and Wang H: Immunophenotype and molecular characterisation of adenocarcinoma of the small intestine. Br J Cancer. 102:144–150. 2010. View Article : Google Scholar :

31 

Aparicio T, Svrcek M, Zaanan A, Beohou E, Laforest A, Afchain P, Mitry E, Taieb J, Di Fiore F, Gornet JM, et al: Small bowel adenocarcinoma phenotyping, a clinicobiological prognostic study. Br J Cancer. 109:3057–3066. 2013. View Article : Google Scholar : PubMed/NCBI

32 

Nishiyama K, Yao T, Yonemasu H, Yamaguchi K, Tanaka M and Tsuneyoshi M: Overexpression of p53 protein and point mutation of K-ras genes in primary carcinoma of the small intestine. Oncol Rep. 9:293–300. 2002.PubMed/NCBI

33 

Santini D, Fratto ME, Spoto C, Russo A, Galluzzo S, Zoccoli A, Vincenzi B and Tonini G: Cetuximab in small bowel adenocarcinoma: A new friend? Br J Cancer. 103:1305author reply 1306. 2010. View Article : Google Scholar : PubMed/NCBI

34 

De Dosso S, Molinari F, Martin V, Frattini M and Saletti P: Molecular characterisation and cetuximab-based treatment in a patient with refractory small bowel adenocarcinoma. Gut. 59:1587–1588. 2010. View Article : Google Scholar : PubMed/NCBI

35 

Wang YC, Xue HP, Wang ZH and Fang JY: An integrated analysis of the association between Ts gene polymorphisms and clinical outcome in gastric and colorectal cancer patients treated with 5-FU-based regimens. Mol Biol Rep. 40:4637–4644. 2013. View Article : Google Scholar : PubMed/NCBI

36 

Park CM, Lee WY, Chun HK, Cho YB, Yun HR, Heo JS, Yun SH and Kim HC: Relationship of polymorphism of the tandem repeat sequence in the thymidylate synthase gene and the survival of stage III colorectal cancer patients receiving adjuvant 5-flurouracil-based chemotherapy. J Surg Oncol. 101:22–27. 2010. View Article : Google Scholar

37 

Aschele C, Debernardis D, Casazza S, Antonelli G, Tunesi G, Baldo C, Lionetto R, Maley F and Sobrero A: Immunohistochemical quantitation of thymidylate synthase expression in colorectal cancer metastases predicts for clinical outcome to fluorouracil-based chemotherapy. J Clin Oncol. 17:1760–1770. 1999.PubMed/NCBI

38 

Johnston PG, Benson AB III, Catalano P, Rao MS, O’Dwyer PJ and Allegra CJ: Thymidylate synthase protein expression in primary colorectal cancer: Lack of correlation with outcome and response to fluorouracil in metastatic disease sites. J Clin Oncol. 21:815–819. 2003. View Article : Google Scholar : PubMed/NCBI

39 

Popat S, Matakidou A and Houlston RS: Thymidylate synthase expression and prognosis in colorectal cancer: A systematic review and meta-analysis. J Clin Oncol. 22:529–536. 2004. View Article : Google Scholar : PubMed/NCBI

40 

Qiu LX, Tang QY, Bai JL, Qian XP, Li RT, Liu BR and Zheng MH: Predictive value of thymidylate synthase expression in advanced colorectal cancer patients receiving fluoropyrimidine-based chemotherapy: Evidence from 24 studies. Int J Cancer. 123:2384–2389. 2008. View Article : Google Scholar : PubMed/NCBI

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Spandidos Publications style
Yhim H, Cho S, Kim SY, Cho IS, Lee KT, Lee WS, Lee SI, Park MR, Park S, Han H, Han H, et al: Prognostic implications of thymidylate synthase gene polymorphisms in patients with advanced small bowel adenocarcinoma treated with first-line fluoropyrimidine-based chemotherapy. Oncol Rep 34: 155-164, 2015
APA
Yhim, H., Cho, S., Kim, S.Y., Cho, I.S., Lee, K.T., Lee, W.S. ... Yim, C. (2015). Prognostic implications of thymidylate synthase gene polymorphisms in patients with advanced small bowel adenocarcinoma treated with first-line fluoropyrimidine-based chemotherapy. Oncology Reports, 34, 155-164. https://doi.org/10.3892/or.2015.3954
MLA
Yhim, H., Cho, S., Kim, S. Y., Cho, I. S., Lee, K. T., Lee, W. S., Lee, S. I., Park, M. R., Park, S., Han, H., Choi, Y. S., Chung, I., Shim, H., Lee, N., Song, E., Kim, H. S., Yim, C."Prognostic implications of thymidylate synthase gene polymorphisms in patients with advanced small bowel adenocarcinoma treated with first-line fluoropyrimidine-based chemotherapy". Oncology Reports 34.1 (2015): 155-164.
Chicago
Yhim, H., Cho, S., Kim, S. Y., Cho, I. S., Lee, K. T., Lee, W. S., Lee, S. I., Park, M. R., Park, S., Han, H., Choi, Y. S., Chung, I., Shim, H., Lee, N., Song, E., Kim, H. S., Yim, C."Prognostic implications of thymidylate synthase gene polymorphisms in patients with advanced small bowel adenocarcinoma treated with first-line fluoropyrimidine-based chemotherapy". Oncology Reports 34, no. 1 (2015): 155-164. https://doi.org/10.3892/or.2015.3954