Cheng-Han Lin1, Hao-Yi Li1, Yu-Peng Liu2, Pei-Fung Kuo1, Wen-Ching Wang3, Forn-Chia Lin4, Wei-Lun Chang1, Bor-Shyang Sheu1, Yi-Ching Wang5, Wan-Chun Hung1, Hui-Chuan Cheng1, Yun-Chin Yao6, Marcus J Calkins1, Michael Hsiao7, Pei-Jung Lu8. 1. Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan. 2. Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung. 3. Department of Surgery, Chi Mei Medical Center, Tainan. 4. Department of Radiation Oncology, National Cheng Kung University Hospital, Tainan. 5. Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan. 6. Clinical Medicine Research Center, National Cheng Kung University, Tainan. 7. Genomics Research Center, Academia Sinica, Taipei. 8. Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, No. 35, Siaodong Road, 704, Tainan.
Abstract
BACKGROUND: Esophageal squamous cell carcinoma (ESCC) is the major type of esophageal cancer in Asia and demonstrates poor survival rates following a therapeutic regimen. METHODS: Cancer stem cells (CSCs) are responsible for tumor initiation, progression, and treatment failure in cancers. Therefore, identification and characterization of CSCs may help to improve clinical outcomes for ESCC patients. Tumor sphere formation assay are performed to isolate cancer stem-like ESCC cells. QRT-PCR, tumor initiation, metastasis, CCRT treatment are used to evaluate ESCC cells' stemness properties in vitro and in vivo. RESULTS: The authors' data demonstrates that cancer stem-like ESCC cells harbored stemness characteristics including self-renewal, differentiation, and transdifferentiation, and possess tumor initiation, metastasis, and treatment inefficiency properties. For the identification of useful biomarkers of cancer stem-like ESCC cells, the authors further identified that CLDN4 was upregulated in cancer stem-like ESCC cells when compared with bulk cancer cells. High-CLDN4 cells harbored stemness and cisplatin/concurrent chemoradiation therapy (CCRT) resistance properties and a high level of CLDN4 was correlated with poor prognosis and poor CCRT response in ESCC patients. Importantly, thiamine tetrahydrofurfuryl disulfide (TTFD) decreased CLDN4 and attenuated stemness in ESCC cells, and TTFD combined with CCRT improved CCRT response in vivo. CONCLUSIONS: CLDN4 was suggested as prognostic and a CCRT response indicator for ESCC patients. TTFD combined with CCRT has potential to improve ESCC patient's clinical outcomes in the future.
BACKGROUND: Esophageal squamous cell carcinoma (ESCC) is the major type of esophageal cancer in Asia and demonstrates poor survival rates following a therapeutic regimen. METHODS: Cancer stem cells (CSCs) are responsible for tumor initiation, progression, and treatment failure in cancers. Therefore, identification and characterization of CSCs may help to improve clinical outcomes for ESCC patients. Tumor sphere formation assay are performed to isolate cancer stem-like ESCC cells. QRT-PCR, tumor initiation, metastasis, CCRT treatment are used to evaluate ESCC cells' stemness properties in vitro and in vivo. RESULTS: The authors' data demonstrates that cancer stem-like ESCC cells harbored stemness characteristics including self-renewal, differentiation, and transdifferentiation, and possess tumor initiation, metastasis, and treatment inefficiency properties. For the identification of useful biomarkers of cancer stem-like ESCC cells, the authors further identified that CLDN4 was upregulated in cancer stem-like ESCC cells when compared with bulk cancer cells. High-CLDN4 cells harbored stemness and cisplatin/concurrent chemoradiation therapy (CCRT) resistance properties and a high level of CLDN4 was correlated with poor prognosis and poor CCRT response in ESCC patients. Importantly, thiamine tetrahydrofurfuryl disulfide (TTFD) decreased CLDN4 and attenuated stemness in ESCC cells, and TTFD combined with CCRT improved CCRT response in vivo. CONCLUSIONS: CLDN4 was suggested as prognostic and a CCRT response indicator for ESCC patients. TTFD combined with CCRT has potential to improve ESCC patient's clinical outcomes in the future.
Esophageal squamous cell cancer (ESCC) is among the most common malignant cancers,
especially in Asia.[1,2]
The 5-year survival rate is <25% and has remained unchanged over the past several decades.[3] The unfavorable prognosis for this type of cancer is due to the limited
therapeutic options and inefficient treatments.[4] Esophagectomy and concurrent chemoradiation therapy (CCRT) are the standard
treatments for ESCC patients.[5,6]
Unfortunately, patients who receive esophagectomy alone are associated with a high
rate of recurrence and a low 5-year survival rate.[2] The majority of ESCC patients have advanced disease and receive CCRT alone or
in combination with surgical resection.[7] In total, approximately 30–35% of patients who received interventions
suffered from tumor recurrence within 1 year.[8] Therefore, understanding the mechanisms that lead to treatment failure, tumor
recurrence, and improving therapeutic strategies are important issues for ESCC.Cancer stem cells (CSCs) and normal stem cells share biological features including
self-renewal, differentiation, and transdifferentiation potential.[9] The CSC hypothesis may provide a valid explanation for therapeutic
inefficiency, tumor initiation, progression, recurrence, and distal metastases in
cancers.[10,11] Therefore, understanding and characterizing CSCs could
potentially help the development of effective therapeutic strategies for ESCC
patients. However, a lack of identified CSCs biomarkers in ESCC prevents accurate
estimation of prognosis and creates inefficiency in assigning therapeutic approaches
for ESCC patients. A recent study reported that CSCs, marked by CD133+,
contributed to glioma radioresistance through preferential activation of the DNA
damage checkpoint response and an increased capacity for DNA repair.[12] An increasing amount of evidence also indicates that CD133+ cancer
cells harbor CSCs properties that combined with high levels of ABC transporters,
contribute to chemoresistance.[13-15] Because
CD44+CD24– is a widely accepted biomarker of CSCs in
breast cancer, its relevance is worth discussing in ESCC. In addition,
p75NTR+cells were reported to harbor self-renewal capacity and
chemotherapeutic resistance in corneal epithelial stem cells and ESCC, but this
marker has not been thoroughly evaluated as a CSC biomarker in ESCC.[16] Therefore, identification of reliable CSCs biomarkers is a critical, unmet
need for improving therapeutic strategies in ESCC patients.In this study, the authors aim to establish an in vitro culture
system to isolate cancer stem-like ESCC cells and demonstrate that the isolated
cells participate in tumor initiation, metastasis, chemoresistance, radioresistance,
and CCRT resistance in vitro and in vivo. In
addition, the authors found that CLDN4 functions as a potential biomarker of cancer
stem-like ESCC cells and is positively correlated with ineffective CCRT treatment.
Importantly, thiamine tetrahydrofurfuryl disulfide (TTFD) was found to decrease
CLDN4, diminish CSCs characteristics and improve CCRT therapeutic effects in
vitro and in vivo. Overall, the authors identified
that CLDN4 can serve as a potential CSCs marker, a prognostic and CCRT response
indicator for ESCC patients. Combinations of CCRT and TTFD provide a novel
therapeutic strategy to improve the clinical outcome for ESCC patients in the
future.
Materials and methods
Cell cultures
KYSE70 and KYSE170 cells were cultured in RPMI-1640 (Gibco, 31800-089),
supplemented with 10% fetal bovine serum (FBS; Hyclone), 100 IU/ml penicillin,
and 100 µg/ml streptomycin (Caisson, PSL01-100ML). CE48T cells were cultured in
Dulbecco’s Modified Eagle Medium (DMEM) (Gibco, 12100-061), supplemented with
10% FBS, 2 mM L-glutamine and 1% P/S. All cells were maintained at 37°C in a
humidified atmosphere of 5% CO2.
Tumor sphere formation assay
1 × 105 cells were cultured as spheres in 10 cm ultra-low adhesion
dishes at a density containing DMEM/F12 (Gibico) with 20 ng/ml rhEGF, 10 ng/ml
rhbFGF, N-2 Supplement (Gibco, 17502-048), 100 IU/ml penicillin, and 100 µg/ml
streptomycin (Caisson, PSL01-100ML).[14] Spheres were passaged every 7 days with 0.05% trypsin-EDTA (Invitrogen)
or accutase (Gibico). The spheroid cells were maintained at 37°C in a humidified
atmosphere of 5% CO2. The diameter of the tumorspheres ranged from
100 to 300 µm.
Determination of IC50 value for Cisplatin in cells
A total of 1 × 105 cells were plated in cell culture coated or
ultra-low adhesion 96-well plates and exposed to different concentrations of
cisplatin. After incubation for 48 h, cell viability was assessed with methyl
thiazol tetrazolium (MTT) (Sigma, USA) by measuring optical density at 570 nm
using an ELISA reader. Cell viability was calculated according to the following
formula: Cell viability (%) = cells (sample)/cells (control) × 100 and
IC50 was calculated using log formula by GraphPad Prism 6.
Evaluation of tumor initiation ability and CCRT response in the mouse
model
NOD-SCID mice were obtained from the National Cheng Kung University Laboratory
Animal Center. All mice were maintained using standard protocols, and the
experiment was approved by the Institutional Animal Care and Use Committee,
National Cheng Kung University (IACUC Approval No: 101026). To measure tumor
initiation, spheroid and parental cells were subcutaneously injected into the
left and right flank of nude mice (5 weeks), respectively. To evaluate
metastasis, 1000 spheroid or parental cells were injected into a mouse by a tail
vein. To determine the CCRT response, 1 × 105 cells were
subcutaneously injected into the left and right flank of nude mice (5 weeks).
After tumors reached 5 mm in diameter, the mice were exposed to 4 Gy radiation
combined with 2 mg/kg cisplatin by intraperitoneal injection.[17] The tumor signal from all of the mice was monitored by IVIS Spectrum
in vivo imaging every week.
Clinical specimens
Primary esophageal tumors and adjacent matched normal esophageal tissues were
obtained from National Cheng Kung University Hospital (Tainan, Taiwan). This
study received Institutional Review Board approval (IRB numbers: A-ER-102-228;
BR-100-087). Primary samples were collected with informed consent and with
approval from institutional review boards. The esophageal tissue microarray was
constructed using 139 specimens from patients. In addition, 22 patients donated
tissue before and after CCRT treatment to evaluate the expression of CLDN4.
Statistical analyses
All observations were confirmed by at least three independent experiments. Data
was expressed as means ± SEM. The clinical features were analyzed using the
chi-squared test and Student’s t test. The association between
overall survival was analyzed using log-rank Kaplan–Meier analysis. Statistical
comparisons of the results were made using a Student’s t test.
All tests were two-sided, and a p value <0.05 was considered
to be statistically significant. SPSS version 20 (SPSS Inc.) and GraphPad Prism
6 software were used to analyze data.
Results
Isolation and characterization of cancer stem-like ESCC cells and evaluation
of their oncogenic potential
To investigate the role of CSCs in ESCC, the KYSE70, CE48T, and KYSE170 cell
lines were cultured in ultra-low attachment plates to establish tumorspheres.
Approximately 1–2% of cells formed tumorspheres of 100–300 mm diameter over
7 days. Notably, serial passaging enriched the population of cancer stem-like
ESCC cells (Figure
1(a)), indicating that the tumorspheres harbored self-renewal capability.
Because the growth of CSCs is expected to be accompanied by the upregulation of
stemness and drug resistance-related genes, gene expression was evaluated in
both spheroid and nonspheroid ESCC cells. The data demonstrated that the
majority of the measured stemness-associated and drug resistance-related genes
were upregulated in spheroid compared with nonspheroid cells, including Oct-4,
SOX2, NANOG, ABCB1, ABCG2, and CD133 (Figure 1(b)). Similar to mRNA, the
stemness-associated and drug resistance proteins were increased in spheroid
cells (Figure 1(c)). The
CSC hypothesis predicts that CSCs can differentiate into cancer cells and
contribute to the heterogeneity of tumors. To examine the differentiation
capacity of tumorspheres, spheroid cells were re-seeded in cell culture coated
plates with DMEM medium and 10% FBS to induce cell differentiation. The spheroid
cells re-attached onto the plates and the majority of the stemness-associated
and drug resistance genes were significantly decreased after tumorsphere
differentiation (Figure
1(d)). According to the results, ESCC tumorspheres certainly
demonstrated cell differentiation ability. In addition, the spheroid cells can
transdifferentiate into endothelial cells, which was confirmed by CD31
immunofluorescence staining. CSCs should also have tumor-initiating and
metastasis capabilities. The tumor initiation ability of nonspheroid and
spheroid cells was examined by limiting dilution cell transplantation assays. As
expected, 10 spheroid cells can initiate tumors in 2 out of 4 mice. Tumor
formation was also observed in mice injected with 100–10,000 spheroid cells,
which suggest that cancer stem-like ESCC cells have tumor initiation ability.
These results were in stark contrast to nonspheroid cells, which required
injections of 1 × 105 cells to initiate tumors in 8 weeks. (Figure 1(e)). In addition,
the spheroid and nonspheroid cells were injected into mice via
the tail vein to investigate the metastatic ability of cancer stem-like ESCC
cells. Signals from metastatic lesions were detected by IVIS in 33% of mice
injected with spheroid cells 7 days after injection. The metastatic rates
increased with time to 44% (14 days) and 67% (21 and 28 days) in spheroid
cell-injected mice. In contrast, nonspheroid cell-injected mice did not exhibit
detectable signals until 28 days after injection (Figure 1(f)). Lung tissue with positive
IVIS signals was harvested to confirm that the metastatic lesions were derived
from ESCC cells, by immunohistochemical staining with a human mitochondrial
antibody (Figure 1(f)
bottom panel). In combination this data demonstrates that the isolated cancer
stem-like ESCC cells harbor self-renewal, differentiation, transdifferentiation,
tumor initiation, and metastasis potential.
Figure 1.
Cancer stem-like ESCC cells promote tumor initiation and metastasis. A
tumorsphere culture system was used to isolate cancer stem-like ESCC
cells in KYSE70, CE48T, and KYSE170 cells. The isolated KYSE70, CE48T,
and KYSE170 cells were subjected to characterize the CSCs properties
in vitro and in vivo. (a) The
sphere-forming assay was used to evaluate self-renewal ability in ESCC
cells. The cells were seeded into 10 cm ultra-low adhesion dishes and
incubated in stem cell culture medium at a density of 1 × 105
cells/dish. 7 days after seeding, tumorspheres were generated and the
spheroid cells were then trypsinized and 1 × 105 spheroid
cells were used for the next passage. Three passages were processed and
the percentage of tumor formation was counted. Scale bar: 100 µm. (b)
and (c) The indicated mRNA and protein level was examined by qPCR and
western blot in nonspheroid and spheroid ESCC cells. Quantified results
of western blot indicated the relative protein expression level in
spheroid cells compared with nonspheroid cells. (d) Tumorspheres were
incubated in a serum-induced differentiation condition medium.
Representative images of the differentiate spheroid cells were taken on
day 0 (d0), day 1 (d1), day 4 (d4), and day 10 (d10) after incubation.
The mRNA expression levels of indicated stemness genes and
drug-resistant genes were examined in nonspheroid, spheroid, and
differentiated KYSE70 cells by qPCR. (e) A series of nonspheroid and
spheroid KYSE170-Luc cells were subcutaneously injected into
immunodeficiency mice and monitor tumor growth weekly using an
in vivo Imaging Systems (IVIS) system. (f) The tail
vein injection model was used to investigate the metastatic ability
in vivo. A total of1000 nonspheroid and spheroid
KYSE170-Luc cells were injected into immunodeficiency mice using tail
vein injections, the metastases were monitored weekly using an IVIS
system. Four weeks after injection, the mice were sacrificed and the
lungs were harvested and the metastases were examined by
immunohistochemistry using human mitochondrial antibody. (Scale bar:
100 µm).
CSCs, cancer stem cells; ESCC, esophageal squamous cell carcinoma
Cancer stem-like ESCC cells promote tumor initiation and metastasis. A
tumorsphere culture system was used to isolate cancer stem-like ESCC
cells in KYSE70, CE48T, and KYSE170 cells. The isolated KYSE70, CE48T,
and KYSE170 cells were subjected to characterize the CSCs properties
in vitro and in vivo. (a) The
sphere-forming assay was used to evaluate self-renewal ability in ESCC
cells. The cells were seeded into 10 cm ultra-low adhesion dishes and
incubated in stem cell culture medium at a density of 1 × 105
cells/dish. 7 days after seeding, tumorspheres were generated and the
spheroid cells were then trypsinized and 1 × 105 spheroid
cells were used for the next passage. Three passages were processed and
the percentage of tumor formation was counted. Scale bar: 100 µm. (b)
and (c) The indicated mRNA and protein level was examined by qPCR and
western blot in nonspheroid and spheroid ESCC cells. Quantified results
of western blot indicated the relative protein expression level in
spheroid cells compared with nonspheroid cells. (d) Tumorspheres were
incubated in a serum-induced differentiation condition medium.
Representative images of the differentiate spheroid cells were taken on
day 0 (d0), day 1 (d1), day 4 (d4), and day 10 (d10) after incubation.
The mRNA expression levels of indicated stemness genes and
drug-resistant genes were examined in nonspheroid, spheroid, and
differentiated KYSE70 cells by qPCR. (e) A series of nonspheroid and
spheroid KYSE170-Luc cells were subcutaneously injected into
immunodeficiency mice and monitor tumor growth weekly using an
in vivo Imaging Systems (IVIS) system. (f) The tail
vein injection model was used to investigate the metastatic ability
in vivo. A total of1000 nonspheroid and spheroid
KYSE170-Luc cells were injected into immunodeficiency mice using tail
vein injections, the metastases were monitored weekly using an IVIS
system. Four weeks after injection, the mice were sacrificed and the
lungs were harvested and the metastases were examined by
immunohistochemistry using human mitochondrial antibody. (Scale bar:
100 µm).CSCs, cancer stem cells; ESCC, esophageal squamous cell carcinoma
Cancer stem-like ESCC cells are resistant to cisplatin, radiation and
concurrent chemoradiotherapy in vitro and in
vivo
CCRT is the standard treatment for ESCC, but the therapeutic benefit is
insufficient.[2,5,6] CSCs have been reported to be highly associated with
therapeutic failure and poor clinical outcomes.[9] Spheroid cells were isolated and single cells were subsequently used for
investigating the response to chemotherapy, radiotherapy, and CCRT compared with
nonspheroid cells in vitro and in vivo. Three
ESCC cell lines were treated with different concentrations of cisplatin, and the
spheroid cells demonstrated chemoresistance with IC50 values of 58.2,
69.3, and 66.7 µM, compared with nonspheroid cell IC50 values of
10.1, 4.2, and 19.4 µM in KYSE70, CE48T, and KYSE170 cells, respectively (Figure 2(a)). In addition,
spheroid cells also demonstrated radioresistance. The IC50 values
were 3.68, 7.1 and 4.84 Gy in spheroid cells and 2.62, 2.72 and 2.32 Gy in
nonspheroid cells in KYSE70, CE48T and KYSE170 cells, respectively (Figure 2(b)). CCRT is
widely used for ESCC treatment, and the authors’ results demonstrated, in
addition, that spheroid cells were resistant to CCRT treatment. The
IC50 values were 4.8-fold to 22-fold higher in spheroid cells
compared with nonspheroid cells in vitro (Figure 2(c)). Experiments measuring CCRT
response in vivo were conducted to confirm the results from
cell models. Spheroid and nonspheroid cells were xenotransplanted into the left
and right flank of nude mice. The mice were monitored weekly using an IVIS
system and treated by CCRT after the tumor size reached 5 mm in diameter. A
therapeutic responder was defined as an animal, in which the tumor size was
reduced by > 30%. This group is indicated as ‘response (+)’ (Figure 2(d)). Plotting
quantitative data from IVIS analysis, in addition, demonstrated that the average
tumor sizes of tumor sphere-generated tumors were significantly larger than the
nonspheroid cell-generated tumors (paired Student’s t test;
p = 0.027; Figure 2(e)). Following 3 weeks of observation, 77% (10/13) of
nonspheroid cell-generated tumors were inhibited by CCRT, and 23% (3/13) of
nonspheroid cell-generated tumors kept growing. In contrast, only 43% (10/23) of
tumor sphere-generated tumors were inhibited by CCRT, while 57% (13/23) of
tumorsphere generated tumors did not respond to CCRT (chi-squared analysis,
p = 0.052) (Figure 2(f)). The results supported the
theory that CSCs are resistant to CCRT treatment and promote metastasis. Thus,
CSCs may contribute to poor clinical outcomes in ESCC.
Figure 2.
Cancer stem-like ESCC cells are resistant to concurrent chemoradiation
therapy (CCRT) in vitro and in vivo.
Nonspheroid and spheroid cells of KYSE70, CE48T, and KYSE170 were used
to evaluate the sensitivity of cisplatin (a), radiation (b), and
cisplatin combined with radiation (c). After treatment for 48 h, cell
viability of cisplatin and CCRT were verified using MTT and cell
viability to radiation was evaluated by colony-forming assay, and
IC50 of cisplatin, radiation or CCRT was used to evaluate
the sensitivity. Cells were treated with different dosages of cisplatin
or radiation. In CCRT, cells were treated with different dosages of
cisplatin combined with 5 Gy of irradiation. (d) A total of
1 × 105 KYSE170-Luc cells were subcutaneously injected
into immunodeficiency mice. Tumor sizes were measured weekly using an
in vivo Imaging Systems (IVIS) system. The mice
were treated with 4 Gy of irradiation and 2 mg/kg cisplatin when the
diameters of the tumors were > 5 mm. Tumor sizes reduced more than
30% were defined as a CCRT good response (labeled as ‘+’); tumor sizes
reduced <30% were defined as a CCRT poor response (labeled as ‘–’).
(e) The quantitative data from IVIS was plotted following CCRT
treatment. (f) The correlation between nonspheroid/spheroid cells and
CCRT response was analyzed using a chi-squared test.
*p < 0.05.
Cancer stem-like ESCC cells are resistant to concurrent chemoradiation
therapy (CCRT) in vitro and in vivo.
Nonspheroid and spheroid cells of KYSE70, CE48T, and KYSE170 were used
to evaluate the sensitivity of cisplatin (a), radiation (b), and
cisplatin combined with radiation (c). After treatment for 48 h, cell
viability of cisplatin and CCRT were verified using MTT and cell
viability to radiation was evaluated by colony-forming assay, and
IC50 of cisplatin, radiation or CCRT was used to evaluate
the sensitivity. Cells were treated with different dosages of cisplatin
or radiation. In CCRT, cells were treated with different dosages of
cisplatin combined with 5 Gy of irradiation. (d) A total of
1 × 105 KYSE170-Luc cells were subcutaneously injected
into immunodeficiency mice. Tumor sizes were measured weekly using an
in vivo Imaging Systems (IVIS) system. The mice
were treated with 4 Gy of irradiation and 2 mg/kg cisplatin when the
diameters of the tumors were > 5 mm. Tumor sizes reduced more than
30% were defined as a CCRT good response (labeled as ‘+’); tumor sizes
reduced <30% were defined as a CCRT poor response (labeled as ‘–’).
(e) The quantitative data from IVIS was plotted following CCRT
treatment. (f) The correlation between nonspheroid/spheroid cells and
CCRT response was analyzed using a chi-squared test.
*p < 0.05.
Characterization and validation the surface markers of cancer stem-like ESCC
cells
Despite the importance of identifying CSCs in tumors, current CSC biomarkers are
not suitable for detection in ESCC. The results demonstrated that
CD24–CD44+ cells neither increased the stemness gene
expression nor enhanced CCRT resistance (Supplemental Data 1). Therefore, the authors tried to identify
surface biomarkers of cancer stem-like ESCC cells. By comparing spheroid cells
and nonspheroid cells using microarray, the differential expression of
epithelial-to-mesenchymal transition (EMT), differentiation, stemness, and drug
resistance genes were measured in both KYSE70 and CE48T cells, following which
they were validated by qPCR (Supplemental Data 2 and Figure 3(a)). Among these genes, CLDN4
exhibited high level in KYSE70, CE48T, and KYSE170-derived spheroid cells, and
was correlated with poor survival in esophagus and breast cancers (Figure 3(a) and Supplemental Data 3(a)). In addition, the microarray data
(GSE86099) showed that CLDN4 had increased in paclitaxel-resistant cells,
recalling the drug-resistant character of CSCs (Supplemental Data 3(b)).[4] In combination, this data suggested that CLDN4 is a potential marker for
cancer stem-like ESCC cells. Because cancer stem-like cells possess sphere
formation capacity, the authors measured the population of high-CLDN4 cells in
spheroid and nonspheroid cultures. The data demonstrated that the high-CLDN4
population and the CLDN4 protein level increased at least twofold in spheroid
cells compared with nonspheroid cells, as shown by both flow cytometry (KYSE70
increased from 0.4% to 50.5%, CE48T increased from 8.8% to 31.4%, and KYSE170
increased from 71.2% to 82.6%, respectively) and immunoblotting analysis (Figure 3(b) and (c)). The high-CLDN4 and
low-CLDN4 cells were then sorted by flow cytometry and separately subjected to
the spheroid formation assay (Supplemental Data 4). Figure 3(d) shows that high-CLDN4 cells
had high expression levels of stemness and drug resistance-related genes
compared with low-CLDN4 cells, supporting the hypothesis that high-CLDN4 cells
harbor CSCs properties. The tumorsphere assay was also performed to examine
stemness in both high-CLDN4 and low-CLDN4 cells. High-CLDN4, but not low-CLDN4
cells showed 40–50% tumorsphere formation ability and maintained stemness in the
first and second passage in 3D culture (Figure 3(e)). The expression level of
CLDN4 was evaluated using both 3D and 2D culture systems and found that CLDN4
was essential for sphere formation (Figure 3(f)). Limiting dilution cell
transplantation assays were used to determine the tumor initiation ability of
high-CLDN4 and low-CLDN4 cells. The results demonstrated that 10 high-CLDN4
cells can initiate tumor formation in 1 out of 3 mice. Tumor formation was also
observed in mice injected with 100–10,000 high-CLDN4 cells, suggesting that
high-CLDN4 cells, exhibit tumor initiation ability. Low-CLDN4 cells required
injections of 1 × 105 cells to initiate tumors in 8 weeks (Figure 3(g)). However, the
authors found that cancer stem-like ESCC cells were resistant to cisplatin and
CCRT, and further tested the cisplatin and CCRT sensitivity of high-CLDN4 cells
to therapeutics. The cisplatin and CCRT responses were examined in both
high-CLDN4 and low-CLDN4 cells in vitro and in
vivo. By treating with different concentrations of cisplatin,
High-CLDN4 cells were found to be resistant to cisplatin, with an
IC50 value of 20.3 µM, compared with low-CLDN4 cells, with an
IC50 value of 3.8 µM (Figure 3(h). A similar result was found
when cisplatin was combined with radiation treatment. High-CLDN4 cells were
resistant to CCRT treatment compared with low-CLDN4 cells (Figure 3(i). In addition, high-CLDN4
cells also showed CCRT resistance compared with low-CLDN4 cells in xenograft
mouse models (Figure
3(j)). In combination, the data indicates that CLDN4 can serve as a
biomarker for cancer stem-like ESCC cells, and high-CLDN4 cells carry tumor
initiation and CCRT resistance properties.
Figure 3.
CLDN4 enhances cancer stem cell properties in ESCC. (a) The candidate
cell surface genes selected from microarray were examined in both
nonspheroid and spheroid cells. (b) The population of high-CLDN4 cells
was examined in both nonspheroid and spheroid cells by flow cytometry.
(c) The CLDN4 expression level of nonspheroid and spheroid cells was
measured by immunoblotting. Quantified results of immunoblotting
indicated the relative CLDN4 expression level in spheroid cells compared
with nonspheroid cells. (d) and (e) The stemness and drug resistance
genes expression levels and sphere formation ability was evaluated in
isolated high-CLDN4 or low-CLDN4 cells by flow cytometry. (f)
Immunofluorescence was performed to evaluate the CLDN4 levels in
ultra-low or 2D cultured-high-CLDN4 or low-CLDN4 cells. (g) The
indicated numbers of high-CLDN4 or low-CLDN4 cells were xenotransplanted
into immunodeficiency mice to evaluate tumor initiation ability
in vivo. Flow cytometry was used to isolate
high-CLDN4 or low-CLDN4 cells to evaluate the sensitivity of cisplatin
(h) and CCRT in vitro (i) and cisplatin (7 mg/Kg)
combined with radiation (2 Gy) in vivo (j). The change
of tumor size was normalized with the tumor size before treatment.
CLDN4 enhances cancer stem cell properties in ESCC. (a) The candidate
cell surface genes selected from microarray were examined in both
nonspheroid and spheroid cells. (b) The population of high-CLDN4 cells
was examined in both nonspheroid and spheroid cells by flow cytometry.
(c) The CLDN4 expression level of nonspheroid and spheroid cells was
measured by immunoblotting. Quantified results of immunoblotting
indicated the relative CLDN4 expression level in spheroid cells compared
with nonspheroid cells. (d) and (e) The stemness and drug resistance
genes expression levels and sphere formation ability was evaluated in
isolated high-CLDN4 or low-CLDN4 cells by flow cytometry. (f)
Immunofluorescence was performed to evaluate the CLDN4 levels in
ultra-low or 2D cultured-high-CLDN4 or low-CLDN4 cells. (g) The
indicated numbers of high-CLDN4 or low-CLDN4 cells were xenotransplanted
into immunodeficiency mice to evaluate tumor initiation ability
in vivo. Flow cytometry was used to isolate
high-CLDN4 or low-CLDN4 cells to evaluate the sensitivity of cisplatin
(h) and CCRT in vitro (i) and cisplatin (7 mg/Kg)
combined with radiation (2 Gy) in vivo (j). The change
of tumor size was normalized with the tumor size before treatment.CCRT, cisplatin/concurrent chemoradiation therapy; ESCC, esophageal
squamous cell carcinoma
CCRT treatment enhances CLDN4 expression, and high CLDN4 is associated with
poor CCRT response in ESCC patients
To examine the prognostic role of CLDN4, 139 clinical specimens were collected
for further analysis (Table
1). IHC staining of CLDN4 was scored on a scale from 0 to 3 and
subdivided into low (0 to 2) and high (3) expressing groups. Categorized by IHC
scoring, patient survival was analyzed by Kaplan–Meier analysis (Figure 4(a)). The results
demonstrated that patients with high levels of CLDN4 generally had poor survival
and early recurrence, even if they had the early-stage disease, suggesting that
CLDN4 can serve as a prognostic biomarker for ESCC patients. The authors’ data
support the hypothesis that CSCs confer resistance to therapy. CCRT treatment
can eliminate bulk cancer cells but not CSCs, resulting in a dominant CSC
population in the tumor. This would explain why and how ESCC patients with high
CLDN4 expression showed high recurrence rates after CCRT treatment. Therefore,
the KYSE170 cells were treated with CCRT and the surviving cells were collected
and subjected to immunoblotting analysis at the indicated time points (Figure 4(b)). The results
showed that stemness-associated proteins (Oct-4, SOX2, NANOG, and c-Notch) and
CLDN4 were time-dependently upregulated in CCRT-treated cells, supporting the
theory that CSCs were enriched under CCRT treatment. Tissue from the xenograft
mouse models with or without CCRT treatment was collected to evaluate the
percentage of cancer stem-like cells. As expected, CLDN4 was extremely
upregulated in the tumor tissue after CCRT treatment, but not in the control
group, supporting the hypothesis that the cancer stem-like cells population is
increased after CCRT treatment (Figure 4(c)). Finally, specimens collected from patients before and
after CCRT treatment were used to validate this hypothesis. After receiving CCRT
therapy, ESCC patients were subdivided into good or poor CCRT response. The
level of CLDN4 was examined by immunohistochemistry in both poor and good
responders (Figure 4(d)
and Supplemental Data 5(a) and (b)). The results demonstrated that
CLDN4 was increased in 12 out of 15 (80%) CCRT poor responders and 3 out of 7
(43%) CCRT good responders (Figure 4(e)). In combination, this data demonstrates that CLDN4
serves as not only a prognostic biomarker but also as a predictive indicator of
CCRT response for ESCC patients.
Table 1.
Clinical features of tumors and association with CLDN4 expression level
(n = 139).
Feature
CLDN4
p value
Low
High
Sex (M/F)
97/5
35/2
0.905
Survival (A/D)
18/84
0/37
0.006
[*]
Recurrence (Y/N)
63/39
26/11
0.356
Stage (I–IIb/III–IVB)
41/58
13/22
0.658
Age (mean ± SD)
56.31 ± 10.80
57.89 ± 12.43
0.466
Survival month (mean ± SD)
40.46 ± 46.69
18.13 ± 9.88
0.005
[#]
Recurrence month (mean ± SD)
33.67 ± 47.20
11.12 ± 7.91
0.005
[#]
Chi-squared; #Student’s t test.
F, female; M, male;
Figure 4.
The high CLDN4 level is correlated with poor prognosis and poor CCRT
response in ESCC. (a) Representative immunohistochemistry images of ESCC
specimens showing CLDN4 expression scores from 0 to 3. Score 0, 1, and 2
were classified to CLDN4 low expression and score 3 is defined to CLDN4
high expression. Overall survival (left-upper) and disease-free survival
(left-lower) of 139 ESCC patients were stratified by CLDN4 expression
level by Kaplan–Meier analysis. Overall survival (right-upper) and
disease-free survival (right-lower) of the 54 patients with stage I/II
ESCC was stratified with CLDN4 expression level by Kaplan–Meier
analysis. (b) The diagram shows the procedure to select CCRT resistance
cells. The KYSE170 cells were received cisplatin combined with
irradiation for indicating times and the lethal cells were removed
before harvest protein lysate. The CCRT resistance cells were examined
the CLDN4 levels and stemness genes by immunoblotting. Quantified
results of immunoblotting indicated the relative protein expression
level at different time points. (c) Immunohistochemistry showed the
CLDN4 levels in xenotransplanted mice with or without CCRT treatment.
(d) The tissues from CCRT responder or nonresponder ESCC patients were
used to examine the CLDN4 levels by immunohistochemistry. (e) The
percentage of increased CLDN4 was used to evaluate in both CCRT poor and
good responders.
Clinical features of tumors and association with CLDN4 expression level
(n = 139).Chi-squared; #Student’s t test.F, female; M, male;The high CLDN4 level is correlated with poor prognosis and poor CCRT
response in ESCC. (a) Representative immunohistochemistry images of ESCC
specimens showing CLDN4 expression scores from 0 to 3. Score 0, 1, and 2
were classified to CLDN4 low expression and score 3 is defined to CLDN4
high expression. Overall survival (left-upper) and disease-free survival
(left-lower) of 139 ESCC patients were stratified by CLDN4 expression
level by Kaplan–Meier analysis. Overall survival (right-upper) and
disease-free survival (right-lower) of the 54 patients with stage I/II
ESCC was stratified with CLDN4 expression level by Kaplan–Meier
analysis. (b) The diagram shows the procedure to select CCRT resistance
cells. The KYSE170 cells were received cisplatin combined with
irradiation for indicating times and the lethal cells were removed
before harvest protein lysate. The CCRT resistance cells were examined
the CLDN4 levels and stemness genes by immunoblotting. Quantified
results of immunoblotting indicated the relative protein expression
level at different time points. (c) Immunohistochemistry showed the
CLDN4 levels in xenotransplanted mice with or without CCRT treatment.
(d) The tissues from CCRT responder or nonresponder ESCC patients were
used to examine the CLDN4 levels by immunohistochemistry. (e) The
percentage of increased CLDN4 was used to evaluate in both CCRT poor and
good responders.CCRT, cisplatin/concurrent chemoradiation therapy; ESCC, esophageal
squamous cell carcinoma
TTFD diminishes stemness and improves CCRT therapeutic efficacy
Because CSCs were highly correlated with CCRT resistance and unfavorable clinical
outcomes, diminishing CSCs numbers may help to improve ESCC patient response to
therapeutics. The differential expression of stemness-associated and drug
resistance genes was measured in spheroid cells compared with nonspheroid cells
by microarray. The gene profiles were compared in spheroid and nonspheroid
KYSE70 and CE48T cells. A total of 248 upregulated and 117 downregulated genes
were found in both KYSE70 and CE48T cells. This suggests these genes can serve
as a gene signature for cancer stem-like ESCC cells. Connectivity Map (Cmap) was
utilized to identify small molecules, which can invert the gene expression
patterns in CSCs.[18] As shown in Figure
5(a), potential small molecules were examined for their effects on
altering stemness and drug-associated gene expression. The results indicated
that only TTFD treatment can dose-dependently decrease stemness and
drug-associated genes (Figure
5(b) and Supplemental Data 6(a)). CLDN4 mRNA and protein levels were also
downregulated by TTFD treatment, but not other small molecules (Figure 5(c) and Supplemental Data 6(b) and (c). TTFD treatment can
dose-dependently attenuate sphere formation ability from 70% to almost complete
abolishment, without affecting cell motility (Figure 5(d) and (e)). Because TTFD diminished stemness,
the authors then examined the therapeutic effect of TTFD and CCRT combinational
treatment in CSCs. The IC50 values of TTFD and CCRT combination
treatment were 26.8 µM (TTFD 1 µM + CCRT) and 17.5 µM (TTFD 3 µM + CCRT)
compared with control of 33.6 µΜ (CCRT alone) (Figure 5(f)). Importantly, TTFD improved
CCRT response not only in cell models but also in vivo in a
xenograft mouse model. The spheroid cells were xenotransplanted into mice, which
were orally treated with TTFD and CCRT after tumor growth reached approximately
100 mm3. The tumor burden was significantly decreased in the TTFD
treatment group (100 mm3, TTFD + CCRT) compared with the control
group (300 mm3, CCRT only) after treatment for 4 weeks (Figure 5(g)). Overall the
authors demonstrated that TTFD can diminish stemness and enhance CCRT efficacy
in ESCC. These results may help to improve the CCRT response and benefit the
clinical outcome of ESCC patients in the future.
Figure 5.
Thiamin tetrahydrofurfuryl disulfide (TTFD) diminishes cancer stem cell
formation and conquers CCRT resistance. (a) The connectivity map
(Cmap)was used to predict drugs able to invert the gene’s signature in
sphere cells. (b) The stemness and drug resistance genes were examined
after TTFD 1 mM or 3 mM treatment for 24 h. (c) The CLDN4 mRNA
expression level was evaluated in spheroid cells with indicated
treatment and nonspheroid cells. (d) The cell viability was determined
in nonspheroid and spheroid KYSE170 cells, which were treated with the
indicated TTFD concentrations for 5 days by MTT assay. (e). The sphere
formation ability was measured by the treatment of indicated TTFD
concentrations. (f) The spheroid KYSE170 cells treated with indicated
cisplatin dosage and combined with TTFD 1 µM or 3 µM to measure cellular
viability by MTT assay. (g) The tumorsphere cells were subcutaneously
injected into mice and fed with TTFD (20 mg/kg) or an equal volume of
water in the control group. After tumor growth to the proper size,
tumors received CCRT treatment (4 Gy, 2 mg/kg) and tumor sizes were
measured weekly.
Thiamin tetrahydrofurfuryl disulfide (TTFD) diminishes cancer stem cell
formation and conquers CCRT resistance. (a) The connectivity map
(Cmap)was used to predict drugs able to invert the gene’s signature in
sphere cells. (b) The stemness and drug resistance genes were examined
after TTFD 1 mM or 3 mM treatment for 24 h. (c) The CLDN4 mRNA
expression level was evaluated in spheroid cells with indicated
treatment and nonspheroid cells. (d) The cell viability was determined
in nonspheroid and spheroid KYSE170 cells, which were treated with the
indicated TTFD concentrations for 5 days by MTT assay. (e). The sphere
formation ability was measured by the treatment of indicated TTFD
concentrations. (f) The spheroid KYSE170 cells treated with indicated
cisplatin dosage and combined with TTFD 1 µM or 3 µM to measure cellular
viability by MTT assay. (g) The tumorsphere cells were subcutaneously
injected into mice and fed with TTFD (20 mg/kg) or an equal volume of
water in the control group. After tumor growth to the proper size,
tumors received CCRT treatment (4 Gy, 2 mg/kg) and tumor sizes were
measured weekly.CCRT, cisplatin/concurrent chemoradiation therapy; MTT, methyl thiazol
tetrazolium
Discussion
CSCs are known to promote tumor initiation, metastasis, and drug resistance in a
number of cancers.[9,10,19] Identifying the cellular roles of CSCs in treatment resistance
and metastasis may help to develop effective therapies for ESCC patients. In this
study, the authors demonstrated the cancer stem-like ESCC cells can promote tumor
initiation, metastasis, and contribute to the ineffectiveness of CCRT treatment in
ESCC. This data also revealed that CLDN4, a surface protein, was significantly
increased in spheroid cells, which suggests that CLDN4 can serve as a marker of
stem-like ESCC cells. Xenotransplanted mice and clinical specimen analyses
demonstrated that CLDN4 was increased after CCRT treatment and supported that cancer
stem-like ESCC cells were enriched after treatment. In addition, the CLDN4
expression level was correlated with unfavorable clinical outcomes and CCRT
treatment failure in ESCC patients. Overall the authors’ data reveals that
high-CLDN4 cancer stem-like ESCC cells are responsible for tumor initiation,
metastasis, and drug resistance properties in vitro and in
vivo. Of note, TTFD was identified by Cmap as a small molecule that is
able to reverse the CSCs gene expression signature. TTFD treatment can diminish
cancer stem-like ESCC cells formation and enhance CCRT response, but not affect cell
viability. In combination, the authors demonstrated that high-CLDN4 cancer stem-like
ESCC cells harbored tumor initiation, metastasis, and CCRT resistance properties and
that TTFD can diminish stemness as well as improve CCRT response in ESCC.Based on the CSC hypothesis, CSCs represent a limited population of cells that are
associated with tumor initiation, metastasis, and drug resistance properties.
Therefore, identifying CSCs is a critical issue in cancers.[9,10] Over the last decade, several
cell surface markers were found to identify CSCs in cancers.
CD44+CD24–/low was first shown to act as a CSCs marker in
breast cancer. These cells showed a high capacity to initiate tumor burden in
xenotransplanted mice.[20] In addition ALDH1+CD44+CD24– cells were
reported to initiate tumors and promote metastasis, and ALDH1 was correlated with
poor prognosis in patients with breast cancer.[21,22] However, the authors’ data
indicate that CD44+CD24– cells do not exhibit CSC properties
in ESCC (Supplemental Data 2). The role of CLDN4 in ESCC has been reported
previously;[23,24] however, the opposite findings might be caused by the clinical
characteristics of different enrolled groups. It is widely accepted that the 5-year
survival rate of ESCC patients is still <25% which is similar in the enrolled
ESCC patients in this study(Figure
4). However, CLDN4 was directly identified by comparing the surface
markers of cancer stem-like ESCC cells and bulk tumor cells (Figure 3). In addition, the authors found
that high-CLDN4 cells were shown to harbor tumor initiation, metastasis, and CCRT
resistance capabilities (Figures
3 and 4).
Moreover, high-CLDN4 cells were enriched under the selective pressure of CCRT
treatment, and CLDN4 was correlated with poor prognosis and early recurrence, even
in early disease ESCC. In combination the results indicate that the CLDN4 not only
serves as a marker of cancer stem-like ESCC cells but also acts as a prognostic and
CCRT treatment predictive biomarker for ESCC patients.The origin of CSCs is still a controversial issue. CSCs may be derived from the
transformation of normal stem cells or the dedifferentiation of cancer cells.[25] An increasing number of studies indicate that CSCs can be induced by
extrinsic regulation including inflammation, hypoxia, and cancer-associated
fibroblasts (CAFs).[9,26-29] In addition, EMT has been
broadly indicated to mediate transformation of mature cancer cells into
CSCs.[30-32] In this study, isolated
high-CLDN4 cells showed CSCs properties, however, few cells can harbor stemness
properties and show CLDN4 expression from isolated low-CLDN4 cells, suggesting the
CLDN4 is essential for cancer stem-like ESCC cells. Of note, CCRT treatment was
shown to enrich the cancer stem-like ESCC cell population in ESCC patients leading
to CCRT treatment failure. In agreement with this finding, Roesch and colleagues
reported that JARID1B+ cells showed more CSC features than
JARID1B– cells in melanoma, and further that the expression of
JARID1B was dynamic. JARID1B– cells can switch to JARID1B+
cells and, with the switch, begin to exhibit CSC properties.[33] Together, the CSCs can be enriched under-stimulation such as CCRT. Therefore,
investigating the regulatory mechanisms of CLDN4 may help to improve therapeutic
strategies for ESCC patients.Previous studies indicated that CSCs express high levels of multidrug resistance
(MDR) genes such as ABCB1 and ABCG2 to facilitate drug efflux.[34,35] This theory is
consistent with this study’s results that show high-CLDN4 cancer stem-like ESCC
cells cause treatment failure. Therefore, targeting CSCs may be a more efficient way
to overcome cancer resistance and prevent the spread of ESCC. In fact, several drugs
were developed to target CSCs through Wnt, Notch or Hedgehog signaling, underlining
the importance of targeting CSCs.[36] The authors’ revealed that TTFD, a disulfide derivative of thiamine, can
reverse the stemness gene profile, downregulate CLDN4 levels, and diminish stemness
potential (Figure 5).
Reducing CSCs may improve therapeutic responses and this study’s data that
pre-treatment of TTFD improves the CCRT response in vitro and
in vivo supported this concept (Figure 5). Importantly, unlike unknown
molecules that may be used as CSC-targeting drugs, TTFD is known to be relatively
safe for humans.In combination the authors’ findings demonstrate that CLDN4 is not only a cancer
stem-like ESCC cell marker but also acts as a prognostic and CCRT response indicator
for ESCC patients. CCRT treatment enriched high-CLDN4 cells, potentially conferring
CCRT resistance in ESCC patients. Importantly, attenuating stemness properties of
cancer cells by TTFD treatment may improve CCRT response. These results may provide
an opportunity to improve therapeutic outcomes for ESCC patients.Click here for additional data file.Supplemental material, 20181217_Lin_Supplemental_Data_1 for High-CLDN4 ESCC cells
harbor stem-like properties and indicate for poor concurrent chemoradiation
therapy response in esophageal squamous cell carcinoma by Cheng-Han Lin, Hao-Yi
Li, Yu-Peng Liu, Pei-Fung Kuo, Wen-Ching Wang, Forn-Chia Lin, Wei-Lun Chang,
Bor-Shyang Sheu, Yi-Ching Wang, Wan-Chun Hung, Hui-Chuan Cheng, Yun-Chin Yao,
Marcus J. Calkins, Michael Hsiao and Pei-Jung Lu in Therapeutic Advances in
Medical OncologyClick here for additional data file.Supplemental material, 20181217_Lin_Supplemental_Data_2.jpg for High-CLDN4 ESCC
cells harbor stem-like properties and indicate for poor concurrent
chemoradiation therapy response in esophageal squamous cell carcinoma by
Cheng-Han Lin, Hao-Yi Li, Yu-Peng Liu, Pei-Fung Kuo, Wen-Ching Wang, Forn-Chia
Lin, Wei-Lun Chang, Bor-Shyang Sheu, Yi-Ching Wang, Wan-Chun Hung, Hui-Chuan
Cheng, Yun-Chin Yao, Marcus J. Calkins, Michael Hsiao and Pei-Jung Lu in
Therapeutic Advances in Medical OncologyClick here for additional data file.Supplemental material, 20181217_Lin_Supplemental_Data_3 for High-CLDN4 ESCC cells
harbor stem-like properties and indicate for poor concurrent chemoradiation
therapy response in esophageal squamous cell carcinoma by Cheng-Han Lin, Hao-Yi
Li, Yu-Peng Liu, Pei-Fung Kuo, Wen-Ching Wang, Forn-Chia Lin, Wei-Lun Chang,
Bor-Shyang Sheu, Yi-Ching Wang, Wan-Chun Hung, Hui-Chuan Cheng, Yun-Chin Yao,
Marcus J. Calkins, Michael Hsiao and Pei-Jung Lu in Therapeutic Advances in
Medical OncologyClick here for additional data file.Supplemental material, 20181217_Lin_Supplemental_Data_4 for High-CLDN4 ESCC cells
harbor stem-like properties and indicate for poor concurrent chemoradiation
therapy response in esophageal squamous cell carcinoma by Cheng-Han Lin, Hao-Yi
Li, Yu-Peng Liu, Pei-Fung Kuo, Wen-Ching Wang, Forn-Chia Lin, Wei-Lun Chang,
Bor-Shyang Sheu, Yi-Ching Wang, Wan-Chun Hung, Hui-Chuan Cheng, Yun-Chin Yao,
Marcus J. Calkins, Michael Hsiao and Pei-Jung Lu in Therapeutic Advances in
Medical OncologyClick here for additional data file.Supplemental material, 20181217_Lin_Supplemental_Data_5 for High-CLDN4 ESCC cells
harbor stem-like properties and indicate for poor concurrent chemoradiation
therapy response in esophageal squamous cell carcinoma by Cheng-Han Lin, Hao-Yi
Li, Yu-Peng Liu, Pei-Fung Kuo, Wen-Ching Wang, Forn-Chia Lin, Wei-Lun Chang,
Bor-Shyang Sheu, Yi-Ching Wang, Wan-Chun Hung, Hui-Chuan Cheng, Yun-Chin Yao,
Marcus J. Calkins, Michael Hsiao and Pei-Jung Lu in Therapeutic Advances in
Medical OncologyClick here for additional data file.Supplemental material, 20181217_Lin_Supplemental_Data_6_20190507 for High-CLDN4
ESCC cells harbor stem-like properties and indicate for poor concurrent
chemoradiation therapy response in esophageal squamous cell carcinoma by
Cheng-Han Lin, Hao-Yi Li, Yu-Peng Liu, Pei-Fung Kuo, Wen-Ching Wang, Forn-Chia
Lin, Wei-Lun Chang, Bor-Shyang Sheu, Yi-Ching Wang, Wan-Chun Hung, Hui-Chuan
Cheng, Yun-Chin Yao, Marcus J. Calkins, Michael Hsiao and Pei-Jung Lu in
Therapeutic Advances in Medical OncologyClick here for additional data file.Supplemental material, Supplemental_Data_7_20190530-R1 for High-CLDN4 ESCC cells
harbor stem-like properties and indicate for poor concurrent chemoradiation
therapy response in esophageal squamous cell carcinoma by Cheng-Han Lin, Hao-Yi
Li, Yu-Peng Liu, Pei-Fung Kuo, Wen-Ching Wang, Forn-Chia Lin, Wei-Lun Chang,
Bor-Shyang Sheu, Yi-Ching Wang, Wan-Chun Hung, Hui-Chuan Cheng, Yun-Chin Yao,
Marcus J. Calkins, Michael Hsiao and Pei-Jung Lu in Therapeutic Advances in
Medical Oncology
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