Literature DB >> 26527886

SOX2 expression is associated with FGFR fusion genes and predicts favorable outcome in lung squamous cell carcinomas.

Shanbo Zheng1, Yunjian Pan1, Rui Wang1, Yuan Li2, Chao Cheng1, Xuxia Shen2, Bin Li1, Difan Zheng1, Yihua Sun1, Haiquan Chen1.   

Abstract

OBJECTIVES: SOX2 is a gene that encodes for a transcription factor, which functions as an activator or suppressor of gene transcription. SOX2 amplification and overexpression have been found in various types of tumors and play important roles in cancer cells. The aim of the study was to evaluate SOX2 expression and amplification in lung squamous cell carcinomas (SCCs) and to determine the relationship with main clinicopathologic features, patient prognosis, and common driver mutations.
MATERIALS AND METHODS: SOX2 protein levels were measured by immunohistochemistry, while SOX2 copy numbers were measured by fluorescence in situ hybridization in resected samples from 162 Chinese lung SCC patients. All patients were also analyzed for mutations in EGFR, HER2, BRAF, PIK3CA, NFE2L2, and FGFR fusion genes. Clinical characteristics, including age, sex, smoking status, stage, relapse-free survival (RFS), and overall survival (OS), were collected.
RESULTS: SOX2 overexpression and amplification were observed in 58.6% and 45.9% of lung SCCs. Lung SCC patients with SOX2 overexpression were significantly associated with absence of malignant tumor family history (P=0.021), FGFR fusion gene (P=0.046), longer RFS (P=0.041), and OS (P=0.025). No correlation was found between SOX2 gene amplification and main clinicopathologic features, patient prognosis, or common driver mutations.
CONCLUSION: SOX2 overexpression and amplification are common in lung SCCs. SOX2 over-expression was associated with FGFR fusion genes and predicted favorable outcome in lung SCCs. The underlying relationship of SOX2 and FGFR still needs further investigation.

Entities:  

Keywords:  FGFR fusion gene; SOX2 amplification; lung squamous cell carcinoma; prognostic marker; protein expression

Year:  2015        PMID: 26527886      PMCID: PMC4621178          DOI: 10.2147/OTT.S91293

Source DB:  PubMed          Journal:  Onco Targets Ther        ISSN: 1178-6930            Impact factor:   4.147


Introduction

Lung cancer continues to be the leading cause of cancer-related deaths worldwide.1 Despite multidisciplinary cancer therapies having taken great strides during the past decade, the overall prognosis for lung cancer patients remains poor. In lung adenocarcinoma, small molecule inhibitors targeting activated EGFR and EML4-ALK have improved the response rates and progression-free survival;2,3 however, lung squamous cell carcinomas (SCCs) lack novel treatment strategies that target molecular abnormalities. Therefore, it is urgently needed to identify reliable prognostic biomarkers and develop targeted molecular therapies for lung SCCs. SOX2 (SRY [sex-determining region Y] box 2) is a recently identified novel lineage-survival oncogene in SCCs, which is located on chromosome 3q26.33.4 The SOX2 protein is a transcription factor of 317 amino acids containing a high mobility group domain.5 It plays a crucial role in both the pluripotency regulation in embryonic stem cells and the morphogenesis and homoeostasis of tracheobronchial epithelia.6 Moreover, SOX2 amplification and protein expression have been found in various types of tumors,7–11 and recent studies have shown that SOX2 is responsible for cellular proliferation, tumor invasion and migration, self-renewal, and maintenance in cancer stem cell populations.12 Amplified and overexpressed SOX2 is frequently associated with higher tumor-node-metastasis (TNM) stage, metastasis, and poorer prognosis in SCCs,13–15 but with opposing consequences of better outcome in lung carcinomas.16,17 The conflicting results suggest that the role of SOX2 in the clinic is still not well defined. Furthermore, the relationship between SOX2 and common molecular abnormalities in lung SCCs is still largely unexplored. In this study, we performed fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC) in surgically resected lung SCC and correlated amplification and expression of SOX2 with the main clinicopathologic features, patient prognosis, and common driver mutations.

Materials and methods

Patients and samples

Lung SCCs in the form of formalin-fixed paraffin embedded tissue from patients who underwent surgical resection with curative intent at Fudan University Shanghai Cancer Center between January 2008 and December 2011 were obtained. Eligible patients were required to have sufficient tissue for immunohistochemical staining, FISH, and comprehensive mutational analyses. Patients who received neoadjuvant chemotherapy or had a history of malignant tumor were excluded. Clinicopathologic variables collected for analyses included sex, age at diagnosis, smoking history, family history of malignant tumor, tumor differentiation, pathologic TNM stage in line with the seventh edition of the lung cancer staging system,18 and postoperative adjuvant chemotherapy/radiotherapy. Disease recurrence and survival were observed in the follow-up clinic or obtained via telephone. The average follow-up period was 40 months (median 42 months range [2, 88]). All patients provided written informed consent at the interview. This study was approved by the Committee for Ethical Review of Research (Fudan University Shanghai Cancer Center IRB#090977-1).

Immunohistochemistry

In brief, sections were deparaffinized by serial xylene washes and rehydrated in graded alcohols and were then treated with 3% H2O2 to block endogenous peroxidase activity. Antigen retrieval was done by immersing slides in citrate buffer (pH 6) followed by microwaving. Nonspecific immunoglobulin binding was blocked using 10% goat serum in phosphate-buffered saline (PBS) (Sigma-Aldrich, St Louis, MO, USA). The slides were incubated with primary SOX2 rabbit monoclonal antibody (clone D6D9; Cell Signaling Technology, Danvers, MA, USA) diluted 1:100 in SignalStain antibody diluent (Cell Signaling Technology) overnight at 4°C. After incubation with the primary antibody, sections were washed with PBS and incubated with secondary antibodies, which was followed by incubation with 3,3′-diaminobenzidine. The slides were then counterstained with hematoxylin. The expression level of SOX2 was measured independently by two pathologists (Yuan Li and Xuxia Shen) who were blinded to the clinical data, and discrepancies were resolved by reviewing the corresponding sections and discussion. Only nuclear SOX2 expression was evaluated. Nuclear SOX2 immunohistochemical staining was quantified using a four-value intensity score (0, 1+, 2+, and 3+) and the percentage (0%–100%) of the reactivity extension. The final score was then obtained by multiplying the intensity and reactivity extension values (range, 0–300). A score of 100 was used as the cutoff value between positive and negative protein expression. Representative images of staining intensities of SOX2 are shown in Figure 1.
Figure 1

Representative images of fluorescence in situ hybridization and immunohistochemistry for SOX2 in lung squamous cell carcinoma samples.

Notes: (A–F) Fluorescence in situ hybridization for SOX2 amplification, magnification: 1,000×; (G–L) immunohistochemistry for SOX2 gene expression, magnification: 400×.

Fluorescence in situ hybridization

FISH analysis of SOX2 amplification was performed using a spectrum orange-labeled probe CTD-2348H10 and SPOTLight tissue pretreatment solution (Invitrogen, Carlsbad, CA, USA). Briefly, sections were deparaffinized by serial xylene washes and rehydrated in graded alcohols, then digested with protease K (0.5 mg/mL) at 37°C for 20 minutes. The slides were then dehydrated in ethanol. The probes were denatured for 5 minutes at 75°C before hybridization. Slides were hybridized at 37°C for 36 hours and washed in 2× SSC/0.3% NP-40 at 72°C for 2 minutes. Nuclei were counterstained with DAPI 1 counterstain (Vysis, Downers Grove, IL, USA). Analyses were performed using a fluorescence microscope (Olympus BX51TRF, Olympus Corporation, Tokyo, Japan) equipped with an Olympus BX-UCB filter set (Olympus) with single-band exciters for Texas red/rhodamine, fluorescein isothiocyanate, and DAPI (UV 360 nm). Copy number per cell for each gene was enumerated on at least 50 tumor cells for each case. In the absence of validated FISH scoring criteria for SOX2, a cutoff value of more than 4 gene copies/cell, or presence of gene clusters, was set to identify cases with increased gene copy number (FISH+). Examples of FISH patterns are shown in Figure 1.

Mutational analyses

Comprehensive mutational analyses of EGFR, HER2, BRAF, FGFR, PIK3CA, and NFE2L2 were performed in lung SCCs. In brief, frozen tissues were dissected into TRIzol (Life Technologies, Carlsbad, CA, USA) followed by total RNA extraction using standard protocol. Total RNA samples were reverse transcribed into cDNA using RevertAid First Strand cDNA Synthesis Kit (Fermentas, St Leon-Rot, Germany). EGFR (exons 18–22), HER2 (exons 18–21), BRAF (exons 11–15), FGFR (FGFR1, FGFR2, and FGFR3), PIK3CA (exons 9 and 20), and NFE2L2 (exon 2) were amplified by polymerase chain reaction using cDNA. Amplified products were analyzed by direct dideoxynucleotide sequencing.

Statistical analyses

Difference in proportions was analyzed by Pearson’s chi-square test or Fisher’s exact test. Relapse-free survival (RFS) and overall survival (OS) of patients with positive or negative IHC and FISH were estimated using the Kaplan–Meier method. The log-rank test was used to determine survival differences between groups. Independent prognostic factors were identified through the Cox proportional hazards regression (forward likelihood ratio model). All tests were two-tailed. Statistical significance was set as P<0.05. All data were analyzed using the SPSS Version 19.0 Software (SPSS Inc., Chicago, IL, USA).

Results

Patient characteristics

A total of 162 lung SCC samples were collected from 12 females and 150 males. The mean age of the patients was 61.6 years, ranging from 40 to 88 years. One hundred thirty-eight patients (85.2%) had a history of smoking, and 36 patients (22.2%) had a family history of malignant tumor. The mean diameter of tumor was 4.306 cm, ranging from 0.7 to 13.0 cm. About 68 (42.0%) patients presented with lymph node metastasis. The patient characteristics of this cohort are described in Table 1.
Table 1

Patient characteristics

Characteristicsn%
Total162100
Sex
 Female127.4
 Male15092.6
Smoking history
 <20 pack-years3520.1
 20–50 pack-years8150
 >50 pack-years4628.4
Family history of malignant tumor
 Absent12677.8
 Present3622.2
Tumor differentiation
 Well53.1
 Moderate7043.2
 Poor8753.7
Pathologic stage
 I6942.6
 II4628.4
 III4628.4
 IV10.6
Pleural invasion
 Absent12577.2
 Present3722.8
Mutational status
EGFR mutation53.1
HER2 mutation10.6
BRAF mutation10.6
FGFR fusion106.2
PIK3CA mutation31.9
NFE2L2 mutation63.7

Correlation between SOX2 expression and clinicopathologic and molecular features

SOX2 expression status was successfully determined in 145 patients, and positive staining was observed in 85 tumors (Table 2). SOX2 overexpression was not associated with age, sex, smoking history, tumor differentiation, and pleural invasion. Positive SOX2 expression was significantly associated with absence of malignant tumor family history (P=0.021). Although there was a trend that SOX2-positive patients had smaller tumor diameter (4.557 cm vs 4.021 cm, P=0.115) and less advanced pathologic stage (P=0.268), the differences did not reach a statistical significance. Interestingly, among the six detected common molecular abnormalities in non-small-cell lung cancer (NSCLC), a statistically significant association was observed between SOX2 expression and FGFR fusion gene. Of 162 samples, FGFR3-TACC3 was identified in 8 patients and BAG4-FGFR1 was found in 2 patients. We found that seven patients with FGFR3-TACC3 and two with BAG4-FGFR1 were positive for SOX2 staining and only one patient with FGFR3-TACC3 was negative for SOX2 expression (P=0.046).
Table 2

Clinicopathologic and molecular characteristics according to SOX2 expression and amplification

VariableSOX2 protein expression
SOX2 amplification
Negative (n=60)Positive (n=85)PNegative (n=61)Positive (n=50)P
Median age, years58.516361.56860.20062.852160.82330.270
Sex0.9830.904
 Female5743
 Male55785747
Smoking history0.0050.861
 <20 pack-years1220109
 20–50 pack-years23503127
 >50 pack-years25152014
Family history of malignant tumor0.0210.370
 Absent44754339
 Present16101811
Type of surgical resection0.0290.037
 Wedge-shape excision0211
 Segmentectomy0000
 Pulmonary lobectomy56645435
 Pneumonectomy417513
Tumor differentiation0.9970.586
 Well2321
 Moderate26372718
 Poor32453231
Mean tumor diameter, cm4.5574.0210.1154.1934.5980.341
N status0.7510.402
 N033493331
 N1/2/327362819
Pathologic stage0.2680.289
 I22392223
 II–IV38463927
Pleural invasion0.6670.139
 Absent44655035
 Present16201115
Mutational status
EGFR mutation221.000221.000
HER2 mutation100.414101.000
BRAF mutation011.00000
FGFR fusion190.046240.406
PIK3CA mutation020.511211.000
NFE2L2 mutation130.642230.656

Correlation between SOX2 amplification and clinicopathologic and molecular features

We also examined SOX2 amplification using FISH in 111 cases. SOX2 amplification was detected in 50 sections, and SOX2 gene copy number ranged from 2.2 to 15.3 (mean, 4.46). No correlation was found between SOX2 gene amplification in SCC and the patient’s age, sex, smoking history, family history of malignant tumor, tumor diameter, tumor-infiltrating lymphocytes, pathologic stage, pleural invasion, and mutational status. Our results revealed that SOX2 FISH results were correlated with SOX2 IHC results (Table 3, Spearman correlation coefficient =0.453; P<0.001). Altogether 94 samples were examined for both SOX2 expression and amplification. Of 40 SOX2 FISH positive cases, 33 (82.5%) showed positive SOX2 IHC and only 7 cases (17.5%) were SOX2 IHC negative. Of 54 SOX2 FISH negative cases, 34 cases (63.0%) were negative for SOX2 IHC, and 20 cases (37.0%) were SOX2 IHC positive.
Table 3

Comparison of SOX2 amplification and expression

SOX2 protein expressionSOX2 amplification
NegativePositive
Negative347
Positive2033

Notes: P<0.001. Spearman correlation coefficient =0.453.

Survival analysis

The log-rank test on the Kaplan–Meier survival analysis demonstrated that lung SCC patients with positive SOX2 expression had longer RFS (Figure 2, median survival 55 vs 36 months; log rank P=0.041) and OS (Figure 2, median survival 65 vs 44 months; log rank P=0.025) than subjects with negative SOX2 expression. In contrast, although the median RFS and OS time for patients with SOX2 FISH positive lung SCC were better than SOX2 FISH negative patients, the differences were not statistically significant (Figure 2, for RFS, median survival 43 vs 38 months, log rank P=0.630; for OS, median survival 55 vs 43 months, log rank P=0.141).
Figure 2

Relapse-free survival and overall survival in SOX2 amplification and gene expression positive and negative patients.

Notes: (A) Relapse-free survival according to SOX2 expression (P=0.041). (B) Overall survival according to SOX2 expression (P=0.025). (C) Relapse-free survival according to SOX2 amplification (P=0.630). (D) Overall survival according to SOX2 amplification (P=0.141).

Abbreviations: IHC, immunohistochemistry; FISH, fluorescence in situ hybridization.

To determine the prognostic accuracy of SOX2 expression, we used multivariate Cox regression model adjusted for sex, age at diagnosis, smoking history, family history of malignant tumor, tumor differentiation, TNM stage, mutational status, and postoperative chemotherapy/radiotherapy. However, Cox proportional hazards regression analysis revealed that SOX2 protein expression was associated with age and TNM stage, and failed to demonstrate SOX2 protein expression to be an independent prognostic factor in lung SCC.

Discussion

This study evaluated the relationship of clinical pathologic features, patient prognosis, and common driver mutations with protein expression and copy number alterations of SOX2 in a cohort of patients with surgically resected lung SCC. For the first time, we report that high level SOX2 protein expression assessed by IHC is associated with FGFR fusion gene in lung SCC. The correlation of SOX2 expression with clinicopathological characteristics has been investigated in several retrospective NSCLC series. High-level expression of SOX2 was reported to be associated with lower TNM grade, smaller tumor size, lower probability of invasion and metastasis, and former or current smoking history,19,20 but recently a meta-analysis showed no correlation between SOX2 expression and clinicopathological parameters such as age, sex, smoking, lymph node metastasis, and tumor stage.17 Here, our results showed that SOX2 positive expression was associated with absence of malignant tumor family history. Our new results showed the probability that SOX2 overexpression has less relationship with genetic factors, but more association with environmental impacts, and the regulation of SOX2 protein remains to be further explored. Recently, the prognostic role of SOX2 expression and amplification in NSCLC has been investigated in different studies,16,19–25 but the results were contradictory. Several studies associated SOX2 protein overexpression with prolonged survival in surgically resected lung SCC patients,19,21,25 but a poor outcome was shown in early stage lung adenocarcinomas in the study of Sholl et al.24 Meanwhile, Luca et al23 reported increased SOX2 gene copy number as an independent favorable prognostic factor in patients with stage I and II NSCLC, but Brcic et al25 showed a nonsignificant result. Here, we carried out a study in a Chinese cohort and proved that SOX2 protein overexpression predicts better RFS and OS in lung SCC, but is not an independent prognostic factor. SOX2 has shown its potential not only to become a useful biomarker for prognosis in the clinic, but also to be a novel therapy option. Chen et al26 demonstrated that silencing of the SOX2 gene effectively induced apoptosis via the activation of death receptor and mitochondrial signaling pathways in human NSCLC cells. Dogan et al27 investigated that SOX2 knockdown using shRNA in lung adenocarcinoma cell lines decreased cell proliferation and increased cell sensitivity to erlotinib. Moreover, SOX2 expression decreased when treated with PI3K/AKT inhibitors. Therefore, utilizing SOX2 and its upstream or downstream proteins for cancer therapy could open a window to new therapeutic opportunities, and identification of the relationship between SOX2 protein expression or gene amplification and common driver genes may help to identify patients who might benefit from particular targeted therapies. FGFR fusion gene was illustrated to be a new driver for a range of cancers.28 A previous study has reported that FGFR1/3 fusions occurred in 1.3% of patients with NSCLCs and in 3.5% of patients with lung SCC.29 FGFR fusions have been shown to sensitize cancer cells to FGFR kinase inhibitors PD173074 and pazopanib,30 suggesting that a new subset of cancers may be treatable with FGFR-targeted therapy. To our knowledge, this study was the first to represent the association of SOX2 gene expression with FGFR fusion in a clinical cohort. Although the underlying mechanism between SOX2 and FGFR still needs to be further developed, novel therapies targeting FGFR or even SOX2 may be promising.

Conclusion

In conclusion, our data demonstrated that positive SOX2 expression was significantly associated with absence of malignant tumor family history, FGFR fusion genes and had a favorable clinical outcome in lung SCC patients. Our finding emphasized the importance of SOX2 in lung SCC biology and encourages further exploration of novel therapeutic combinations.
  30 in total

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Authors:  Laurie A Boyer; Tong Ihn Lee; Megan F Cole; Sarah E Johnstone; Stuart S Levine; Jacob P Zucker; Matthew G Guenther; Roshan M Kumar; Heather L Murray; Richard G Jenner; David K Gifford; Douglas A Melton; Rudolf Jaenisch; Richard A Young
Journal:  Cell       Date:  2005-09-23       Impact factor: 41.582

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Authors:  Rui Wang; Lei Wang; Yuan Li; Haichuan Hu; Lei Shen; Xuxia Shen; Yunjian Pan; Ting Ye; Yang Zhang; Xiaoyang Luo; Yiliang Zhang; Bin Pan; Bin Li; Hang Li; Jie Zhang; William Pao; Hongbin Ji; Yihua Sun; Haiquan Chen
Journal:  Clin Cancer Res       Date:  2014-05-21       Impact factor: 12.531

3.  SOX2 oncogenes amplified and operate to activate AKT signaling in gastric cancer and predict immunotherapy responsiveness.

Authors:  Yajun Tian; Xin Jia; Shengxiang Wang; Yongsheng Li; Peng Zhao; Da Cai; Zequan Zhou; Junmin Wang; Yi Luo; Maosheng Dong
Journal:  J Cancer Res Clin Oncol       Date:  2014-04-22       Impact factor: 4.553

4.  SOX2 in squamous cell carcinoma: amplifying a pleiotropic oncogene along carcinogenesis.

Authors:  Thomas Hussenet; Stanislas du Manoir
Journal:  Cell Cycle       Date:  2010-04-15       Impact factor: 4.534

5.  Expression and role of the embryonic protein SOX2 in head and neck squamous cell carcinoma.

Authors:  Andreas Schröck; Maike Bode; Friederike Johanna Maria Göke; Petra Marion Bareiss; Rebekka Schairer; Hui Wang; Wilko Weichert; Alina Franzen; Robert Kirsten; Tobias van Bremen; Angela Queisser; Glen Kristiansen; Lynn Heasley; Friedrich Bootz; Claudia Lengerke; Sven Perner
Journal:  Carcinogenesis       Date:  2014-04-17       Impact factor: 4.944

6.  SOX2 expression is an early event in a murine model of EGFR mutant lung cancer and promotes proliferation of a subset of EGFR mutant lung adenocarcinoma cell lines.

Authors:  Irem Dogan; Shigeru Kawabata; Emily Bergbower; Joell J Gills; Abdullah Ekmekci; Willie Wilson; Charles M Rudin; Phillip A Dennis
Journal:  Lung Cancer       Date:  2014-03-29       Impact factor: 5.705

7.  Morphologic and clinicopathologic features of lung squamous cell carcinomas expressing Sox2.

Authors:  Luka Brcic; Carol K Sherer; Yongli Shuai; Jason L Hornick; Lucian R Chirieac; Sanja Dacic
Journal:  Am J Clin Pathol       Date:  2012-11       Impact factor: 2.493

8.  Loss of CD44 and SOX2 expression is correlated with a poor prognosis in esophageal adenocarcinoma patients.

Authors:  Judith Honing; Kirill V Pavlov; Coby Meijer; Justin K Smit; Wytske Boersma-van Ek; Arend Karrenbeld; Johannes G M Burgerhof; Frank A E Kruyt; John Th M Plukker
Journal:  Ann Surg Oncol       Date:  2014-05-16       Impact factor: 5.344

9.  Silencing SOX2 induced mesenchymal-epithelial transition and its expression predicts liver and lymph node metastasis of CRC patients.

Authors:  Xu Han; Xuefeng Fang; Xiaoyan Lou; Dasong Hua; Wenchao Ding; Gregory Foltz; Leroy Hood; Ying Yuan; Biaoyang Lin
Journal:  PLoS One       Date:  2012-08-17       Impact factor: 3.240

10.  Increased SOX2 gene copy number is associated with FGFR1 and PIK3CA gene gain in non-small cell lung cancer and predicts improved survival in early stage disease.

Authors:  Luca Toschi; Giovanna Finocchiaro; Teresa T Nguyen; Margaret C Skokan; Laura Giordano; Letizia Gianoncelli; Matteo Perrino; Licia Siracusano; Luca Di Tommaso; Maurizio Infante; Marco Alloisio; Massimo Roncalli; Marta Scorsetti; Pasi A Jänne; Armando Santoro; Marileila Varella-Garcia
Journal:  PLoS One       Date:  2014-04-15       Impact factor: 3.240

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Authors:  Ugo Testa; Germana Castelli; Elvira Pelosi
Journal:  Cancers (Basel)       Date:  2018-07-27       Impact factor: 6.639

3.  AZD4547 targets the FGFR/Akt/SOX2 axis to overcome paclitaxel resistance in head and neck cancer.

Authors:  Abdulmelik Aytatli; Neslisah Barlak; Fatma Sanli; Hasan Onur Caglar; Betul Gundogdu; Arzu Tatar; Michael Ittmann; Omer Faruk Karatas
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Review 4.  Association of SOX2 and Nestin DNA amplification and protein expression with clinical features and overall survival in non-small cell lung cancer: A systematic review and meta-analysis.

Authors:  Qingbao Li; Fang Liu; Yuan Zhang; Lei Fu; Cong Wang; Xuan Chen; Shanghui Guan; Xiangjiao Meng
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5.  Eight potential biomarkers for distinguishing between lung adenocarcinoma and squamous cell carcinoma.

Authors:  Jian Xiao; Xiaoxiao Lu; Xi Chen; Yong Zou; Aibin Liu; Wei Li; Bixiu He; Shuya He; Qiong Chen
Journal:  Oncotarget       Date:  2017-05-03

6.  Prognostic implication of ABC transporters and cancer stem cell markers in patients with stage III colon cancer receiving adjuvant FOLFOX-4 chemotherapy.

Authors:  Song-Hee Han; Jin Won Kim; Milim Kim; Jee Hyun Kim; Keun-Wook Lee; Bo-Hyung Kim; Heung-Kwon Oh; Duck-Woo Kim; Sung-Bum Kang; Hyunchul Kim; Eun Shin
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