Is there any association BETWEEN TACSTD2, KIAA1253, Ku70 and mutant kras gene expression and clinical-pathological features of colorectal cancer?

Aim of this article is to determine the quantitative gene expression of KRAS codon 12 mutant, TACSTD2, Ku70 and SERIN1 in samples of tumor tissue and to relate them with clinical-pathological characteristics of colorectal cancer.

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Datum:2011
Hauptverfasser: Ghezzi, T.L., Brum, I.S., Biolchi, V., Garicochea, B., Fillmann, L.S., Corleta, O.C.
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Veröffentlicht: Інститут експериментальної патології, онкології і радіобіології ім. Р.Є. Кавецького НАН України 2011
Schriftenreihe:Experimental Oncology
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spelling irk-123456789-323152012-04-17T12:27:19Z Is there any association BETWEEN TACSTD2, KIAA1253, Ku70 and mutant kras gene expression and clinical-pathological features of colorectal cancer? Ghezzi, T.L. Brum, I.S. Biolchi, V. Garicochea, B. Fillmann, L.S. Corleta, O.C. Original contributions Aim of this article is to determine the quantitative gene expression of KRAS codon 12 mutant, TACSTD2, Ku70 and SERIN1 in samples of tumor tissue and to relate them with clinical-pathological characteristics of colorectal cancer. 2011 Article Is there any association BETWEEN TACSTD2, KIAA1253, Ku70 and mutant kras gene expression and clinical-pathological features of colorectal cancer? / T.L. Ghezzi, I.S. Brum, V. Biolchi, B. Garicochea, L.S. Fillmann, O.C. Corleta // Experimental Oncology. — 2011. — Т. 33, № 1. — С. 28–32. — Біліогр.: 33 назв. — англ. 1812-9269 http://dspace.nbuv.gov.ua/handle/123456789/32315 en Experimental Oncology Інститут експериментальної патології, онкології і радіобіології ім. Р.Є. Кавецького НАН України
institution Digital Library of Periodicals of National Academy of Sciences of Ukraine
collection DSpace DC
language English
topic Original contributions
Original contributions
spellingShingle Original contributions
Original contributions
Ghezzi, T.L.
Brum, I.S.
Biolchi, V.
Garicochea, B.
Fillmann, L.S.
Corleta, O.C.
Is there any association BETWEEN TACSTD2, KIAA1253, Ku70 and mutant kras gene expression and clinical-pathological features of colorectal cancer?
Experimental Oncology
description Aim of this article is to determine the quantitative gene expression of KRAS codon 12 mutant, TACSTD2, Ku70 and SERIN1 in samples of tumor tissue and to relate them with clinical-pathological characteristics of colorectal cancer.
format Article
author Ghezzi, T.L.
Brum, I.S.
Biolchi, V.
Garicochea, B.
Fillmann, L.S.
Corleta, O.C.
author_facet Ghezzi, T.L.
Brum, I.S.
Biolchi, V.
Garicochea, B.
Fillmann, L.S.
Corleta, O.C.
author_sort Ghezzi, T.L.
title Is there any association BETWEEN TACSTD2, KIAA1253, Ku70 and mutant kras gene expression and clinical-pathological features of colorectal cancer?
title_short Is there any association BETWEEN TACSTD2, KIAA1253, Ku70 and mutant kras gene expression and clinical-pathological features of colorectal cancer?
title_full Is there any association BETWEEN TACSTD2, KIAA1253, Ku70 and mutant kras gene expression and clinical-pathological features of colorectal cancer?
title_fullStr Is there any association BETWEEN TACSTD2, KIAA1253, Ku70 and mutant kras gene expression and clinical-pathological features of colorectal cancer?
title_full_unstemmed Is there any association BETWEEN TACSTD2, KIAA1253, Ku70 and mutant kras gene expression and clinical-pathological features of colorectal cancer?
title_sort is there any association between tacstd2, kiaa1253, ku70 and mutant kras gene expression and clinical-pathological features of colorectal cancer?
publisher Інститут експериментальної патології, онкології і радіобіології ім. Р.Є. Кавецького НАН України
publishDate 2011
topic_facet Original contributions
url http://dspace.nbuv.gov.ua/handle/123456789/32315
citation_txt Is there any association BETWEEN TACSTD2, KIAA1253, Ku70 and mutant kras gene expression and clinical-pathological features of colorectal cancer? / T.L. Ghezzi, I.S. Brum, V. Biolchi, B. Garicochea, L.S. Fillmann, O.C. Corleta // Experimental Oncology. — 2011. — Т. 33, № 1. — С. 28–32. — Біліогр.: 33 назв. — англ.
series Experimental Oncology
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fulltext 28 Experimental Oncology 33, 28–32, 2011 (March) IS THERE ANY ASSOCIATION BETWEEN TACSTD2, KIAA1253, KU70 AND MUTANT KRAS GENE EXPRESSION AND CLINICAL- PATHOLOGICAL FEATURES OF COLORECTAL CANCER? T.L. Ghezzi1,*, I.S. Brum2, V. Biolchi2, B. Garicochea3, L.S. Fillmann4, O.C. Corleta1 1Postgraduate Program in Medicine: Surgical Sciences, Federal University of Rio Grande do Sul, Ramiro Barcelos Street 2400 , Porto Alegre, RS, 90035-003, Brazil 2Laboratory of Endocrine and Tumoral Molecular Biology, Federal University of Rio Grande do Sul, Sarmento Leite Street 500, Porto Alegre, RS, 90050-170, Brazil 3Institute of Biomedical Research of Sao Lucas Hospital, Pontificia Catholic University of Rio Grande do Sul, Ipiranga Avenue 6690, Porto Alegre, RS, 90610-000, Brazil 4Colorectal Surgery Division of Sao Lucas Hospital, Pontificia Catholic University of Rio Grande do Sul, Ipiranga Avenue 6690, Porto Alegre, RS, 90610-000, Brazil Aim: To determine the quantitative gene expression of KRAS codon 12 mutant, TACSTD2, Ku70 and SERIN1 in samples of tumor tissue and to relate them with clinical-pathological characteristics of colorectal cancer. Methods: Samples of tumor and normal tis- sue of patients surgically treated for colorectal cancer between July 2005 and July 2009 were stored in a tissue bank. These samples were studied with the technique of real-time polymerase chain reaction in respect to expression of the following genes: KRAS codon 12 mutation, TACSTD2, Ku70, and SERIN1. Results: Tumor samples of 37 patients were studied. The mean age was 65.5 years. Twenty one patients (56.8%) were male. Nine patients (24.3%) were classified as TNM stage I, 11 patients (29.8%) as TNM stage II, eight patients (21.6%) as TNM stage III and nine patients (24.3%) as TNM stage IV. The Ku70 expression in poorly-differentiated tumors is significantly higher than in well and moderately-differentiated tumors (2.76 vs. 1.13; p < 0.05). SERIN1, TACSTD2 and KRAS codon 12 mutation are not associated with clinical-pathological characteristics of colorectal cancer. Conclusion: Ku70 expres- sion in poorly-differentiated tumors is significantly higher than in well and moderately-differentiated colorectal tumors. Key Words: gene expression, neoplasm staging, polymerase chain reaction, intestine, molecular biology. Genetic disorders play a key role in the colorectal carcinogenesis, either in its initiation or its progression [1]. During the last years experts in colorectal cancer (CRC) have focused its attention mainly over the KRAS gene. KRAS mutations are observed in around 40% of CRC [2–5]. About 90% of these mutations occur in the codons 12 (70–80%) and 13 (20–30%) [2, 6, 7]. It has been demonstrated that mutations on codon 12 are as- sociated with a poorer prognosis of CRC [3]. For this reason, many authors currently are looking for new genes potentially associated to the clinical-pathological fea- tures and the prognosis of patients with CRC. The tumor-associated calcium signal transducer (TACSTD2), also known as TROP2, is located on chro- mosome 1 (1p32–1p31) [5]. TACSTD2 overexpression has been observed in most human carcinomas and proposed as a possible stimulus for growth and tumor development [8–14]. Its overexpression has been as- sociated with decreased overall survival, increased rate of CRC-related-death, and higher risk of liver metastasis [8, 15, 16]. The Ku70 protein is a homonymous polypep- tide of 70 kDa. It is an antiapoptotic protein that plays an essential role in the repair of DNA double strand break damage induced by ionizing radiation in mammalian cells [17–19]. It was demonstrated that Ku70 expression is as- sociated with decreased disease-free-survival in CRC and with impaired response to radiotherapy in rectal can- cer patients [20–21]. The SERIN1 expression, not widely studied yet, seems also related to the prognosis of CRC patients, specifically with the overall survival at 36 months [22]. The aim of this study is to evaluate the association between KRAS codon 12 mutation, TACSTD2, Ku70 and SERIN1 expression, and clinical-pathological characte- ristics with prognostic relevance. MATERIALS AND METHODS Population and samples. This is a cross-sectional study which enrolled patients with CRC who were surgically treated at the Division of Colorectal Surgery of Hospital São Lucas, Pontificia Catholic University of Rio Grande do Sul, between July 2005 and July 2009. Samples of 1 cm2 were taken from the center of the resected tumor, immediately frozen in liquid nitrogen, and subsequently stored in a tissue bank at — 80 °C as described previously [23–25]. Patients who underwent neoadjuvant radiochemotherapy, with familial adenomatous polyposis, hereditary nonpol- yposis CRC, inflammatory bowel disease, synchronic or previous CRCs, any synchronic or previous cancer, incomplete data or with no expression of the positive control gene (β2-microglobulin) were excluded. All pa- tients signed an informed consent form for the collec- tion, storage and studying of their samples. The study protocol was approved by the local ethics committee. Received: November 22, 2010. *Correspondence:Fax: +55-21-51 33118151 E-mail: tiago.lealghezzi@ieo.it/tlghezzi@terra.com.br Abbreviations used: CRC – colorectal cancer; CEA – carcinoembryonic antigen; PCR – polymerase chain reaction; AJCC – American Joint Committee on Cancer Exp Oncol 2011 33, 1, 28–32 29 Experimental Oncology 33, 28–32, 2011 (March) Clinical staging and pathological examination. Preoperative oncological workup included colonoscopy, computerized tomography and/or ultrasonography of the abdomen, and chest radiography and/or com- puterized tomography. Right and left-sided cancers were defined as cancer located respectively proximal and distal to the splenic flexure. Rectal cancer was defined as that situated under the sacral promontory. Pathological examinations were performed by the same pathologist according to the International Classification of Diseases for Oncology. Gene expression was com- pared to the following clinical-pathological features: age, gender, race, preoperative measurement of the carcinoembryonic antigen (CEA), tumor location, TNM classification, American Joint Committee on Cancer (AJCC) stage, liver and lung metastasis, tumor grade, vascular invasion, and mucus production [26]. Technique of molecular analysis. The RNA extrac- tions were performed with Trizol (Trizol® Reagent, Invi- trogen, USA) from a sample of 100 mg of tumor tissue, according to the manufacturer’s instructions. The quantity and quality of RNA were determined with spectropho- tometry (Gene Quant®, Pharmacia Biotech, USA), from duplicate aliquots of 1 ml of solution. The synthesis of complementary DNA (cDNA) was performed from 2 mg of the total RNA through polymerase chain reaction (PCR) with reverse transcription (SuperScript First-Strand Synthesis System®, Invitrogen, USA). The real-time PCRs were performed with the DNA Engine Opticon 2 Real-Time PCR System® (Bio-Rad, USA). The final volume per reac- tion was 25 μl, containing 2 μl of cDNA diluted 10 times, 0.1 μM of primer sense and antisense, 12.5 μl of Platinun- SybrGreen qPCR Supermix-UDG® and ultrapure water q.s.p. β2-microglobulin served as a positive control in each experiment, while PCR reagents without template were run in parallel as no template controls. The conditions of the reactions were: 94 °C (2 min), 94 °C (50 s), X °C (45 s), 72 °C (45 s), followed by 45 cycles with a final extension of 2 min at 72 °C and melting curve of 56 to 96 °C (increas- ing by 0.5 °C each 10 s). Primers sequences were TAC- STD2 (sense: TGACCTCCAAGTGTCTGCTG/ antisense: GTCGTAGAGGCCATCGTTGT), Ku70 (sense: CCACAG- GAAGAAGAGTTGGA / antisense: CTGCTCTGGAGTTGC- CATGA), SERIN1 (sense: TGATGGATCACTGGAGGATG / antisense: AGCATGAAGTGAAAGAAGGA) and KRAS codon 12 (sense: GACTGAATATAAACTTGTGG / antisense: CCAGGTCCTGGTAAGAAACT). The annealing tempera-The annealing tempera- ture was 57 °C for all genes, except for SERIN1 (54 °C). Statistical analysis. The SPSS® software, version 15.0, was used for statistical analysis. Mann — Whitney and the Kruskal — Wallis tests were used to compare categorical and quantitative variables, respectively. Pear- son’s correlation coefficient was used to compare non- parametric quantitative variables. The p values < 0.05 were considered to indicate statistical significance. RESULTS AND DISCUSSION In molecular study samples from 37 patients were analyzed. The exclusion criterion adopted aimed to select a homogeneous sample, composed exclusively of sub- jects with sporadic CRC. Once it is known that the chemo- radiotherapy reduces the amount of tumor cells and interferes in the performance of the PCR assay, we de- cided to exclude patients who underwent preoperative chemoradiotherapy. That is the reason why the sample studied showed fewer rectal tumors (18.9%) than usually described in other publications [6]. The sample fixation in formalin can chemically modified the DNA structure and interfere in the reaction efficiency. For this reason, we used fresh frozen samples instead of formalin-fixed paraffin-embedded tumor samples [27]. Patients’ demographic and clinical data and tumor pathological features are summarized in Table 1. Two patients (5.4%) had peritoneal implants diagnosed during the surgery, while one patient (2.7%) had lung metastasis discovered during the clinical staging. Table 1. Clinical-pathological characteristics N = 37 (%) Gender • Male • Female 21(56.8) 16 (43.2) Age (years) a 65.5 (12.1) Race • Caucasian • African-American • Asian 34 (91.9) 1 (2.7) 2 (5.4) Preoperative CEA (ng/mL) b 2.5 (1.0; 5.4) Tumor location • Right colon • Left colon • Rectum 12 (32.4) 18 (48.7) 7 (18.9) Category T (TNM) • T1 • T2 • T3 • T4 7 (18.9) 2 (5.4) 27 (73.0) 1 (2.7) Category N (TNM) • N0 • N1 • N2 20 (54.1) 13 (35.1) 4 (10.8) Category M (TNM) • M0 • M1 9 (24.4) 28 (75.6) Liver metastasis • Absence • Presence 31 (83.6) 6 (16.2) AJCC stage • I • II • III • IV 7 (24.3) 11 (29.8) 8 (21.6) 9 (24.3) Tumor grade • G1 or G2 • G3 35 (94.6) 2 (5.4) Vascular invasion • Presence • Absence 7 (18.9) 30 (81.1) Mucus production • Presence • Absence 5 (13.5) 32 (86.5) Note: G1: well-differentiated; G2: moderately-differentiated; G3: poorly-dif--differentiated; G2: moderately-differentiated; G3: poorly-dif-; G2: moderately-differentiated; G3: poorly-dif-moderately-differentiated; G3: poorly-dif- ferentiated; amean (standard deviation) value expressed; bmedian (25% and 75% quartile) value expressed. Male patients with CRC showed a higher TACSTD2 and SERIN1 expression than women (TACSTD2 = 2.04 vs. 0.56, p = 0.381; and SERIN1 = 1.79 vs. 1.59, p = 0.415). This tendency is opposite to that observed in respect to Ku70 expression (male: 1.02 vs. female: 1.18, p = 0.307) and KRAS codon 12 mutation (male: 0.42 vs. 30 Experimental Oncology 33, 28–32, 2011 (March) female: 0.48, p = 0.817). Despite these facts the associa- tions between gene expressions and gender were not statistically significant. TACSTD2, SERIN1 and KRAS co- don 12 mutation expressions were inversely proportional to patient’s age (rs = – 0.217, rs = – 0.193 and rs = – 0.146, respectively) and were also not statistically significant (p = 0.332, p = 0.306 and p = 0.460 respectively). The Ku70 quantitative expression was directly pro- portional to patient’s age, but with a low grade of cor- relation (rs = 0.041), and no statistical significance (p = 0.824). Fig. illustrates Ku70 real-time PCR results. Distal tumors presented higher expression of TACSTD2 (rectum = 4.99 vs. left colon = 1.67 vs. right colon = 0.57, p = 0.236), while proximal tumors tend to present higher expression of Ku70 (right colon = 1.85 vs. left colon = 1.13 vs. rectum = 0.78, p = 0.413). SERIN1 and KRAS codon 12 mutation did not show a pattern of quantitative gene expression according to tumor localization (right colon = 1.88 and 0.48 vs. left colon = 2.78 and 0.22 vs. rectum = 2.00 and 0.69, p = 0.747 and 0.337, respectively). Gene expressions and CEA preoperative measurement showed low correlation and no statistically significant association. Data regard- ing the correlation between gene expression and quan- titative variables, age and CEA, are shown in Table 2. Table 2. Correlation between quantitative variables and gene expressions TACSTD2 KU70 SERIN1 KRAS codon 12 rs p rs p rs p rs p Age -0.217 0.332 0.041 0.824 -0.193 0.306 -0.146 0.460 CEA 0.088 0.729 -0.108 0.607 0.210 0.337 -0.351 0.118 TACSTD2 and Ku70 quantitative expression were lower in tumors with vascular invasion on histopathol- ogy examination (0.04 vs. 0.95, p = 0.557; and 0.72 vs. 1.18; p = 0.381, respectively). This finding is contrary to that observed in respect to SERIN1 (4.90 vs. 1.37, p = 0.649) and KRAS codon 12 mutation (0.48 vs. 0.42, p = 0.874) expressions. The Ku70 expression in poorly- differentiated tumors is statistically higher than in well and moderately-differentiated tumors (2.76 vs. 1.13, p = 0.030). No association was observed between tumor grade and TACSTD2, SERIN1 and KRAS codon 12 mutation. Lower quantitative expression of all genes was observed among tumors with intra or extra-cellular mucus production (TACSTD2 = 0.33 vs. 0.95, p = 0.312; Ku70 = 0.90 vs. 1.17, p = 0.392; SERIN1 = 1.29 vs. 1.92, p = 0,839): KRAS codon 12 mutation = 0.33 vs. 0.45, p = 0.762). With regard to category T, tumors with deep- er invasion of the colorectal wall revealed higher TACSTD2 expression (T1 = 0.48 vs. T2 = 1.16 vs. T3 = 2.47, p = 0.409). KU70, SERIN1 and mutant KRAS did not show any expression trend. The only patient with T4 tumor was excluded from the analysis. TACSTD2, Ku70 and SERIN1 quantitative expression showed no statistically significant association with category N (TACSTD2: N0 = 0.79 vs. N1 = 4.21 vs. N2 = 0.22, p = 0.536; Ku70: N0 = 1.18 vs. N1 = 0.86 vs. N2 = 1.36, p = 0.567; SERIN1: N0 = 2.03 vs. N1 = 1.45 vs. N2 = 0.46, p = 0.606; KRAS codon 12 mutation: N0 = 0.45 vs. N1 = 1.32 vs. N2 = 0.01, p = 0.254). Data concerning the oc- Data concerning the oc-Data concerning the oc- currence of systemic metastasis (category M) and TNM staging were not statistically associated with TACSTD2, Ku70 and SERIN1 expressions, and are presented in table 3. Patients with liver metastasis presented higher gene expression levels (TACSTD2 = 8.45 vs. 0.63, p = 0.693; Ku70 = 1.89 vs. 1.13, p = 0.256; SERIN1 = 1.88 vs. 1.69, p = 0.219). The exception was mutant KRAS (0.02 vs. 0.54, p = 0.264). These data and the analysis of all the other categorical variables are represented in Table 3. Temperature y = -0.24 x + 7.39; R^2 = 0.957 Cycle C(T) Cycle 60 20 30 30 0 0.01 0.0075 0.005 0.0025 0 -1 -2 3540 40 65 70 75 80 85 90 Fl uo re sc en ce Fl uo re sc en ce Lo g Q ua nt ity Figure. Ku70 real-time PCR: a, melting curve; b, amplification curve; c, linear regression of the results 31 Experimental Oncology 33, 28–32, 2011 (March) Despite the great interesting of the international scientific community and the numerous publications about KRAS gene, testing for KRAS mutations still cur- rently not standardized [6]. It is known however that real-time PCR is the test with the greatest sensitivity (96.5%) to detect KRAS mutations [28]. In agreement with Cejas et al. [29], we did not observed association between mutation in codon 12 and the clinical-path- ological variables studied. Chang et al. [30] analyzed 228 cases of CRC with a multiplex PCR and did not report association between mutation in codon 12 and any clinical-pathological feature other than lymph nodes metastasis (p = 0.048). This finding however was not confirmed in our study. TACSTD2, also known as TROP2, codifies a protein that promotes anchorage-independent growth and tumorigenesis [31, 32]. TROP2 overexpression occurs mainly in rectal cancer and is associated with disease recurrence and increased cancer-related-deaths [9, 16]. Our findings support Ohmachi et al. [9], once both studies did not identify association between TROP2 ex- pression in tumor tissue and age, gender, tumor site, histological grade, vascular invasion and lymph node metastasis. Unlike this author, we did not observe as- sociation between TROP2 expression and the occur- rence of liver metastasis [9]. Our study analyzed tumors of the colon and rectum together and like Fang et al. [16] we did not identify association between the TROP2 ex- pression and the occurrence of liver metastasis. Preoperative radiotherapy reduces the rate of local recurrence and improves the chance of survival in pa- tients with resectable, advanced rectal cancer. Target- ing the Ku70 and/or Ku80 could inhibit repair of the radiation-induced DNA double strand break damage, enhancing the radiation response of tumor cells [20, 21]. Our study was the first to describe the association between higher Ku70 expression and low-differentiated (tumor grade G3) colorectal cancer (p = 0.03). An im- munohistochemistry study of CRC patients, performed by Komuro et al. [20, 21], did not demonstrate associa- tion between the Ku70 expression and clinical-patho- logical features, except the depth of tumor invasion. The explanation for this difference may be: (1) limitations of the real-time PCR and immunohistochemistry assay; (2) discrepancy between gene and protein expressions; or (3) compensatory gene expression in the homolo- gous recombination pathway [21, 33]. The first citation in literature about SERIN1 derives from the publication of Eschrich et al. [22]. Using the technique of cDNA microarray, this author estab- lished a panel of 43 genes, including SERIN1, asso- ciated with an unfavorable prognosis of patients with CRC [22]. We did not observe association between SERIN1 expression and clinical-pathological charac- teristics of CRC. Until the current date our report is the unique study concerning this topic. Some potential limitations of our study require further discussion. First, the small number of patients Table 3. Relation between categorical variables and TACSTD2, Ku70, SERIN1 and KRAS codon12 mutation expressions TACSTD2 KU70 SERIN1 KRAS codon 12 Gender • Male • Female 2.04 (0.37–8.99) 0.56 (0.17–4.71) 1.02 (0.70–1.55) 1.18 (1.03–26.47) 1.79 (0.68–6.87) 1.59 (0.40–3.70) 0.42 (0.04–1.82) 0.48 (0.02–2.98) Tumor site b • Right colon • Left colon • Rectum 0.57 (0.08–0.71) 1.67 (0.07–13.46) 4.99 (4.21–5.77) 1.85 (0.72–2.26) 1.13 (0.74–1.25) 0.78 (0.23–1.71) 1.88 (0.74–2.12) 2.78 (1.08–8.81) 2.00 (0.62–4.24) 0.48 (0.22–1.92) 0.22 (0.02–2.40) 0.69 (0.02–8.17) Vascular invasion a • Presence • Absence 0.04 (0.03–10.0) 0.95 (0.41–5.77) 0.72 (0.22–2.99) 1.18 (0.82–1.75) 4.90 (0.26–8.27) 1.37 (0.51–5.87) 0.48 (0.04–1.95) 0.42 (0.01–2.98) Tumor grade a • G1 or G2 • G3 1.31 (0.25–6.59) 0.59 (0.59–0.59) 1.13 (0.71–1.59) 2.76 (1.19–4.33)(c) 1.45 (0.49–5.87) 1.17 (0.46–1.88) 0.38 (0.02–1.82) 10.0 (1.90–18.12) Mucus production • Presence • Absence 0.33 (0.04–0.63) 0.95 (0.29–6.31) 0.90 (0.33–1.64) 1.17 (0.49–2.66) 1.29 (0.57–7.54) 1.92 (0.91–4.44) 0.33 (0.06–0.61) 0.45 (0.02–1.94) Category T (TNM) d • T1 • T2 • T3 0.48 (0.24–1.11) 1.16 (1.10–2.42) 2.47 (0.31–10.92) 1.17 (0.93–1.51) 1.71 (1.21–2.21) 1.11 (0.72–1.85) 1.93 (1.09–4.23) 15.38 (0.73–30.0) 1.45 (0.47–5.26) 1.94 (0.09–2.84) 0.20 (0.02–0.38) 0.45 (0.05–2.17) Category N (TNM) b • N0 • N1 • N2 0.79 (0.43–3.60) 4.21 (0.19–14.89) 0.22 (0.22 – 0.22) 1.18 (0.91–2.12) 0.86 (0.34–1.53) 1.36 (0.66–2.62) 2.03 (0.54–5.46) 1.45 (0.58–6.71) 0.46 (0.32–3.94) 0.45 (0.09–1.96) 1.32 (0.03–2.44) 0.01 (0.01–18.13) Category M (TNM) a • M0 • M1 2.05 (0.49–6.59) 0.34 (0.13–8.46) 1.18 (0.77–1.94) 0.92 (0.59–2.26) 1.69 (0.56–4.96) 1.88 (0.46–6.71) 0.43 (0.04–1.95) 1.68 (0.01–2.98) Liver metastasis • Yes • No 8.45 (0.58–16.32) 0.63 (0.08–4.99) 1.89 (0.72–3.99) 1.13 (0.40–1.85) 1.88 (1.00–3.93) 1.69 (0.67–4.33) 0.06 (0.01–1.89) 0.54 (0.12–1.96) AJCC stage b • I • II • III • IV 0.48 (0.10–1.68) 3.99 (0.79–8.47) 9.62 (4.60–2.94) 0.34 (0.13–8.46) 1.20 (1.17–1.98) 1.15 (0.75–2.31) 0.98 (0.15–1.89) 0.92 (0.59–2.26) 1.93 (0.91–7.04) 2.13 (0.37–5.87) 1.37 (0.56–6.74) 1.88 (0.46–6.71) 1.16 (0.06–2.40) 0.42 (0.09–0.61) 0.05 (0.01–3.08) 1.68 (0.01–2.98) Note: Gene expression presented through median and inter–quartile range (IQR1; IQR3); aMann — Whitney test; bKruskal–Wallis test; cp < 0.05; done pa- tient excluded. 32 Experimental Oncology 33, 28–32, 2011 (March) studied difficults the identification of any eventually statistically significant difference. 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