Noriteru Doi1, Yoshinori Ino2, Kiyohiko Angata3, Kazuaki Shimada4, Hisashi Narimatsu3, Nobuyoshi Hiraoka1,2,5. 1. Division of Molecular Pathology, National Cancer Center Research Institute, Tokyo, Japan. 2. Department of Analytical Pathology, National Cancer Center Research Institute, Tokyo, Japan. 3. Department of Life Science and Biotechnology, The Glycoscience and Glycotechnology Research Group, Biotechnology Research Institute for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan. 4. Hepatobiliary and Pancreatic Surgery Division, National Cancer Center Hospital, Tokyo, Japan. 5. Division of Pathology and Clinical Laboratories, National Cancer Center Hospital, Tokyo, Japan.
Abstract
Mucin-type O-glycans are involved in cancer initiation and progression, although details of their biological and clinicopathological roles remain unclear. The aim of this study was to investigate the clinicopathological significance of β1,3-N-acetylglucosaminyltransferase 6 (β3Gn-T6), an essential enzyme for the synthesis of core 3 O-glycan and several other O-glycans in pancreatic ductal adenocarcinoma (PDAC). We performed immunohistochemical and lectin-histochemical analyses to detect the expression of β3Gn-T6 and several O-glycans in 156 cases of PDAC with pancreatic intraepithelial neoplasias (PanINs) and corresponding normal tissue samples. The T antigen, Tn antigen, sialyl Lewis X (sLeX) antigen, and sLeX on core 2 O-glycan were more highly expressed in PDAC cells than in normal pancreatic duct epithelial cells (NPDEs). Conversely, the expression of 6-sulfo N-acetyllactosamine on extended core 1 O-glycan was found in NPDEs and was low in PDAC cells. These glycan expression levels were not associated with patient outcomes. β3Gn-T6 was expressed in ~20% of PDAC cases and 30-40% of PanINs but not in NPDEs. Higher expression of β3Gn-T6 was found in PDAC cells in more differentiated adenocarcinoma cases showing significantly longer disease-free survival in both univariate and multivariate analyses. In addition, the expression of β3Gn-T6 in PDAC cells and PanINs significantly correlated with the expression of MUC5AC in these cells, suggesting that β3Gn-T6 expression is related to cellular differentiation status of the gastric foveolar phenotype. Thus, it is likely that β3Gn-T6 expression in PDAC cells is a favorable prognostic factor in PDAC patients, and that the expression of β3Gn-T6 correlates with the gastric foveolar phenotype in pancreatic carcinogenesis.
Mucin-type O-glycans are involved in cancer initiation and progression, although details of their biological and clinicopathological roles remain unclear. The aim of this study was to investigate the clinicopathological significance of β1,3-N-acetylglucosaminyltransferase 6 (β3Gn-T6), an essential enzyme for the synthesis of core 3 O-glycan and several other O-glycans in pancreatic ductal adenocarcinoma (PDAC). We performed immunohistochemical and lectin-histochemical analyses to detect theexpression of β3Gn-T6 and several O-glycans in 156 cases of PDAC with pancreatic intraepithelial neoplasias (PanINs) and corresponding normal tissue samples. The T antigen, Tn antigen, sialyl Lewis X (sLeX) antigen, and sLeX on core 2 O-glycan were more highly expressed in PDAC cells than in normal pancreatic duct epithelial cells (NPDEs). Conversely, theexpression of 6-sulfo N-acetyllactosamine on extended core 1 O-glycan was found in NPDEs and was low in PDAC cells. These glycanexpression levels were not associated with patient outcomes. β3Gn-T6 was expressed in ~20% of PDAC cases and 30-40% of PanINs but not in NPDEs. Higher expression of β3Gn-T6 was found in PDAC cells in more differentiated adenocarcinoma cases showing significantly longer disease-free survival in both univariate and multivariate analyses. In addition, theexpression of β3Gn-T6 in PDAC cells andPanINs significantly correlated with theexpression of MUC5AC in these cells, suggesting that β3Gn-T6 expression is related to cellular differentiation status of thegastric foveolar phenotype. Thus, it is likely that β3Gn-T6 expression in PDAC cells is a favorable prognostic factor in PDACpatients, and that theexpression of β3Gn-T6 correlates with thegastric foveolar phenotype in pancreatic carcinogenesis.
Mucin-type O-glycans play roles in various biological functions, including lymphocyte homing andgastric mucosal defense against Helicobacter pylori [1-3]. Cancer cells express unique and characteristic glycan structures [4], some of which are involved in cancer initiation, progression, and metastasis, mainly through cellular recognition and/or cell adhesion [5]. Although these unique characteristics have the potential to be used for diagnostic and therapeutic research and development, limited information is currently available regarding the biological roles and clinicopathological significance of O-glycans in cancer.Glandular epithelial cells produce mucin consisting of core proteins and abundant O-linked glycans [6]. The synthesis of O-glycans is initiated by the addition of N-acetylgalactosamine to Ser/Thr to form theTn antigen (Fig 1). Based on theTn antigen, core 1 (T antigen) or core 3 structures are formed, which are then branched to give rise to core 2 or core 4 structures, sequentially. These core structures can be further extended thus resulting in complex glycans, such as several blood type antigens (Fig 1). It has been reported that both core and peripheral modified glycans are expressed specifically in some types of cancer and are related to biological characteristics of thecancer cells, thereby representing tumor markers and prognostic markers [7-10].
Fig 1
Biosynthetic pathways of mucin-type O-glycans.
β3Gn-T6 is the only core 3 synthetic enzyme. GalNAc: N-Acetylgalactosamine, GlcNAc: N-Acetylglucosamine, NeuAc: N-Acetylneuraminic acid.
Biosynthetic pathways of mucin-type O-glycans.
β3Gn-T6 is the only core 3 synthetic enzyme. GalNAc: N-Acetylgalactosamine, GlcNAc: N-Acetylglucosamine, NeuAc: N-Acetylneuraminic acid.Pancreatic ductal adenocarcinoma (PDAC) is a highly malignant disease [11]. Despite advances in diagnosis and treatments, the 5-year survival rate is less than 10% in PDAC [12]. To improve thepatient outcomes, we have to understandPDAC more deeply. PDAC is known to express theTn antigen and its sialylated derivative, the STn antigen [13]. These truncated O-glycans in PDAC cells are associated with aggressive characteristics [14, 15]. Sialyl Lewis A (sLeA), alternatively called CA19-9, and sialyl Lewis X (sLeX) are reported to be unfavorable prognostic factors in PDAC [15, 16]. Although this has been previously demonstrated by studies involving cell lines or animal models, only a few reports have addressed the clinicopathological and biological roles of glycans using human clinical samples. In addition, these two unique glycans, 6-sulfo N-acetyllactosamine on extended core 1 O-glycan detected by antibody MECA-79 [3, 17], and sLeX on core 2 O-glycan detected by antibody NCC-ST-439 (ST-439) [18, 19] have not yet been evaluated in PDAC. The presence of MECA-79 antigen is used as a marker of high endothelial venules of lymph nodes and the antigen is a part of theglycan structure of an L-selectin ligand [3], and is expressed in pancreatic ductal epithelial cells [20].The presence of core 3 O-glycan that is induced in cancer cells by β1,3-N-acetylglucosaminyltransferase 6 (β3Gn-T6), which is an essential enzyme for the synthesis of core 3 O-glycan [8], has been reported to reduce malignant characteristics (proliferation, invasion, and metastasis) in colon, prostate, andpancreatic cancers according to in vitro assays with animal model experiments [8, 21, 22]. However, clinicopathological significance of core 3 O-glycan and β3Gn-T6 has not been evaluated yet.The aim of this study was to investigate the clinicopathological impact of core 3 O-glycan on PDACthrough immunohistochemical detection of β3Gn-T6, rather than measuring the structure of core 3 O-glycan, for which currently there is no specific antibody or lectin. We examined theexpression of β3Gn-T6 in 156 consecutive cases of PDAC along with normal pancreatic tissue and the most popular premalignant lesion of pancreatic intraepithelial neoplasia (PanIN) [23], and compared the clinicopathological features. We also examined the clinicopathological impact of several O-glycans in PDAC.
Materials and methods
Ethics approval and consent to participate
This study was approved by the Institutional Review Board of the National Cancer Center, Japan (#2005–077). The written informed consent was obtained from all participants involved in the study, and all clinical investigations were conducted in line with the principles of the Declaration of Helsinki.
Study population
Clinical and pathological data and specimens used for this study were obtained through a detailed retrospective review of the medical records of 156 consecutive patients with PDAC who had undergone surgical resection between 2009 and 2011 at the National Cancer Center Hospital, Tokyo. None of thepatients had received any therapy before surgery. All patients included in this study underwent macroscopic curative resection, and all cases involved conventional ductal carcinomas. The clinicopathological characteristics of the study participants are summarized in Table 1. The median follow-up period after surgical treatment was 29.1 (1.7–126.5) months. Recurrence was suspected when a new local or distant metastatic lesion was found on serial images, and an increase in tumor marker levels was observed. At the census date (September 2018), we checked whether thepatients were dead or alive; 62 patients (39.7%) were alive, 82 (52.6%) had died of pancreatic cancer, and 12 (7.6%) had died of other causes. All M1 (TNM classification [24]) patients showed only nodal metastasis around the abdominal aorta.
Table 1
Correlations between Exp-scores of β3Gn-T6 and clinicopathological variables.
Variable
Number (%)
Median Exp-score of β3Gn-T6
P value
Gender
Male
90 (57.7%)
30.0
0.32a
Female
66 (42.3%)
45.0
Age (years, median 68.5)
70–89
78 (50.0%)
40.0
0.60a
38–69
78 (50.0%)
30.0
Adjuvant chemotherapy
Presence
111 (71.2%)
30.0
0.42b
Absence
44 (28.2%)
47.5
Unknown
1 (0.6%)
85
Tumor size (mm, median 35)
35–96
84 (53.8%)
40.0
0.33a
13–34
72 (46.2%)
30.0
Tumor grade
G1
44 (28.2%)
55.0
<0.0005b
G2
85 (54.5%)
40.0
G3
27 (17.3%)
10.0
Lymphatic invasion
ly2, ly3
131 (84.0%)
37.5
0.58a
ly0, ly1
25 (16.0%)
35.0
Venous invasion
v2, v3
117 (75%)
35.0
0.79a
v0, v1
39 (25%)
35.0
Intrapancreatic neural invasion
ne2, ne3
97 (62.2%)
35.0
0.13a
ne0, ne1
59 (37.8%)
32.5
Nerve plexus invasion
Presence
54 (34.6%)
45.0
0.086a
Absence
102 (65.4%)
35.0
Lymph node metastasis
N1, N2
116 (74.4%)
35.0
0.92a
N0
40 (25.6%)
47.5
Disatant metastasis
M1
9 (5.8%)
25.0
0.78a
M0
147 (94.2%)
35.0
Surgical margin
Positive
45 (28.8%)
40.0
0.55a
Negative
111 (71.2%)
35.0
aMann-Whitney-U test
bKruskal-Wallis test
aMann-Whitney-U testbKruskal-Wallis test
Pathological evaluation
All carcinomas were examined pathologically and classified according to the World Health Organization (WHO) classification [11, 23], Union for International Cancer Control (UICC) TNM classification [24], and theClassification of Pancreatic Carcinoma of the Japan Pancreas Society [25]. Surgically resected specimens were fixed in 10% formalin and cut into serial 5-mm-thick slices and all sections were stained with hematoxylin andeosin (HE) for pathological examination. Representative tissue blocks were selected for subsequent analyses. We used PanINs and normal pancreatic tissue in this study as follows: the areas containing PanIN were apart from cancer cells during microscopic observation, and normal pancreatic tissues were more than 2 cm away from thetumor cells.
Immunohistochemistry and lectin-histochemistry
Immunohistochemistry was performed on 4-μm-thick formalin-fixed paraffin-embedded tissue sections using the avidin–biotin complex method as described previously [26]. Lectin-histochemical analysis was performed in the same way as the immunohistochemical analysis, except lectin was used instead of the primary antibody. The primary antibodies and lectins used in this study are listed in Table 2. Immunohistochemical analysis without the primary antibody was carried out as a negative control. Positive findings are shown in S1 Fig.
Table 2
Primary antibodies and lectins.
antigen
antibody clone, lectin
type
dilution
internal positive control
source
β3Gn-T6
G8-144
Mouse IgG
1:2000
goblet cells of duodenal epithelium
in house (8)*
Tn antigen
NCC-LU-35-65
Mouse IgM
1:100
surface epithelial cells of duodenal mucosa
in house (32)*
6-sulfo N-acetyllactosamine on extended core 1 O-glycan
MECA-79
Rat IgM
1:100
endothelial cells of high endothelial venule of lymph node
BD Biosciences
sLeX
CSLEX1
Mouse IgM
1:1000
Brunner’s glands of duodenum
BD Biosciences
sLeX
HECA-452
Rat IgM
1:5
Brunner’s glands of duodenum
ATCC
sLeX
NCC-ST-439
Mouse IgM
1:5
Brunner’s glands of duodenum
in house (19)*
MUC5AC
CLH2
Mouse IgG
1:100
Fovolar cells of gastric mucosa
Leica
T antigen
Peanut aggulutinin
lectin
1:100
Brunner’s glands of duodenum
VECTOR
non-reducing terminus of N-acetylglucosamine
Griffonia simplicifolia—II
lectin
VECTOR
β3Gn-T6: β1,3-N-acetylglucosaminyltransferase 6, sLeX: sialyl Lewis X antigen
ATCC: American type culture collection, Leica: Leica Biosystems, VECTOR: Vector laboratories
*() reference number
β3Gn-T6: β1,3-N-acetylglucosaminyltransferase 6, sLeX: sialyl Lewis X antigenATCC: American type culture collection, Leica: Leica Biosystems, VECTOR: Vector laboratories*() reference number
Evaluation of immunohistochemistry and lectin-histochemistry
After the immunohistochemical and lectin-histochemical analyses, the antigen expression levels were assessed via a semiquantitative scoring system that incorporated percentages of stained cells with the categorized staining intensity. The staining intensity was recorded in comparison to internal positive controls as 0, negative; 1+, positive but weaker than an internal positive control; 2+, equal to the internal positive control; and 3+, stronger than the internal positive control. The percentage of stained cells was determined by the comparison of the number of cancer cells with each staining intensity to the total number of cancer cells. The sum of products obtained by multiplying the staining intensity and the percentage of corresponding intensity was defined as an expression score (Exp-score). Two observers, i.e., Japanese certified pathologists (ND and NH), who had no access to thepatient data, independently evaluated theExp-score. For statistical analyses, patients were subdivided into two groups by means of the medians as a cutoff.
Cell culture
Humanpancreatic cancer cell lines, Capan-1, Capan-2, CFPAC-1, and AsPC-1, were obtained from the American Type Culture Collection (ATCC). Capan-1, Capan-2, andCFPAC-1 cells were cultured in Dulbecco’s modified Eagle’s medium (DMEM) supplemented with 10% of fetal calf serum at 37°C and 5% CO2 in a humidified atmosphere. AsPC-1 cells were cultured under the same conditions except theRPMI 1640 medium instead of DMEM medium.
Gene transduction
To generate lenti-viral expression vectors, a segment encoding 3'ΔLTR (between Kpn I and Stu I) of pCDH-MCS-T2A-copGFP-MSCV (SBI system biosciences, Palo Alto, CA) was exchanged by segment encoding 3'ΔLTR (Kpn I and Stu I fragment) of pLenti7.3 (Invitrogen); then, the Cla I and Nhe I segment encoding the CMV promoter, amplified by PCR using pLenti7.3 as a template, was inserted between the 5'LTR encoding and multi-cloning sites, resulting in pCDH-CMV-MCS-T2A-copGFP. The EcoR I and Nco I segment encoding the internal ribosome entry site (IRES) sequence from pIRES-hrGFP2a (Clontech) was subcloned into pcDNA3.1/Zeo(+) (Invitrogen), resulting in pcDNA3.1/IRES-Zeo. The EcoR I and Not I segment containing the IRES and Zeo resistance selection cassette from pcDNA3.1/IRES-Zeo was subcloned into pCDH-CMV-MCS-T2A-copGFP and resulted in pCDH-CMV-MCS-IRES-Zeo-T2A-copGFP. The Nhe I and Xho I fragment from pcDNA3.1-B3GnT6, B3GNT6 (encoding β3Gn-T6) expression vector [8], was subcloned into pCDH-CMV-MCS-IRES-Zeo-T2A-copGFP and resulted in pCDH-CMV-MCS-IRES-Zeo-T2A-copGFP/huB3GnT6. 293FT cells (Invitrogen) were co-transfected with psPAX2, pMD2.G, and pCDH-CMV-MCS-IRES-Zeo-T2A-copGFP/huB3GnT6 or pCDH-CMV-MCS-IRES-Zeo-T2A-copGFP using Lipofectamine LTX with Plus reagent (Invitrogen) according to the manufacturer’s instruction. Seventy-two hours after transfection, the culture supernatants were harvested and concentrated using Lenti-X Concentrator (Takara Bio, Kusatsu, Japan) as the virus solution. For viral infection and gene transduction, Capan-1 cells were seeded into 6-well culture plates at a density of 3.0 × 105 cells per well and cultured with the prepared viral solution (1:50) with polybrene (2 to 8 μg/mL) at 37°C for 24 hours. Viral-transduced cells were selected using Zeocin (Invitrogen) at 200 μg/mL for 10 days. Stably B3GNT6 and mock transduced Capan-1 cells were named as Capan1-B3GnT6 and Capan1-mock, respectively.
Immunofluorescence
Cells were seeded on a chamber slide. The staining procedure was previously described [27]. Immunofluorescence images were obtained using a BZ-X710 all-in-one fluorescence microscope (Keyence, Japan).
Extraction of RNA and quantitative RT-PCR (qRT-PCR)
Total RNA was extracted from pancreatic cancer cells, as described previously [28]. All samples were treated with rDNase during isolation, in accordance with the manufacturer’s instructions. qRT-PCR for target genes and non-target housekeeping control genes was performed with a Quantstudio 3 (Thermo scientific) using FastStart Universal Probe Master (ROX) and probes from the Universal Probe Library (Roche Diagnostics Corp., Indianapolis, IN), as described previously [26]. The sequences of the primers and the respective Universal Probe Library probes are given in S1 Table. The CT values were normalized to that of GAPDH, and the ΔΔCT method was utilized to compare theexpression levels of the genes.
Immunoprecipitation and western blot analysis
Whole-cell lysates of Capan1-B3GnT6 and Capan1-mock cells were immunoprecipitated with an anti-MUC5AC antibody (45M1, Abcam, Cambridge, UK) according to the literature [29]. To analyze the structures of glycans attached to MUC5AC, immune complexes were subjected to western blot analysis. The immune complexes were separated by SDS-PAGE in a 4–12% gradient gel (Invitrogen) and were transferred to a Polyvinylidene fluoride (PVDF) membrane, which was then blocked by incubation with PBS-Tween containing 5% of bovine serum albumin as described elsewhere [30]. After that, the membrane was incubated with a primary antibody andbiotin-conjugated secondary antibody or with biotin-conjugated lectins (Table 2) followed by ABC reagents (Vector laboratories).
Statistical analysis
Comparison analyses were performed using the nonparametric test. Post-operative overall survival (OS) and disease-free survival (DFS) rates were calculated using the Kaplan-Meier method and analyzed by the log-rank test. The factors found to be significant by univariate analysis were subjected to multivariate analysis using the Cox proportional hazards model (backward elimination method). Differences at P<0.05 were considered statistically significant. Statistical analyses were performed using SPSS software version 26 (IBM Corp., Armonk, USA).
Results
Expression of glycans and β3Gn-T6 in PDAC cells, premalignant cells, and normal tissues
We evaluated theexpression of the T antigen (staining with Peanut agglutinin, PNA) [31], Tn antigen [staining with antibody NCC-LU-35 (LU-35)] [32], 6-sulfo N-acetyllactosamine on extended core 1 O-glycan (staining with antibody MECA-79) [3, 17], sLeX (staining with antibodies CSLEX1 andHECA-452) [33], sLeX on core 2 O-glycan (staining with antibody ST-439) [18, 19], and β3Gn-T6 (Fig 1) in PDAC cells, PanINs, and noncancerous tissues, normal pancreatic duct epithelial cells (NPDEs), and other normal tissues. Representative immunohistochemical and lectin-histochemical features are shown in Fig 2 and S1 Fig. PDAC is usually composed of variously differentiated cancer cells, with varied frequency and intensity of glycanexpression in PDAC cells in the same case. We first analyzed glycanexpression in each component of PDAC (Table 3). Next, to determine a representative value for overall expression of antigens in PDAC cells in each PDAC case, we calculated theExp-score. All glycan antigens, except MECA-79 antigen, were expressed significantly more highly in PDAC cells than in NPDEs (Fig 3). In contrast, MECA-79 antigen expression in PDAC cells was significantly lower than that in NPDEs (Fig 3).
Fig 2
Representative microscopic images of immunohistochemistry and lectin-histochemistry in PDAC tissues.
Middle-power view of tissues stained with (A) HE, (B) β3Gn-T6, (C) T antigen (PNA), (D) Tn antigen (LU-35), (E) 6-sulfo N-acetyllactosamine on extended core 1 O-glycan (MECA-79), (F) sLeX (CSLEX1), (G) sLeX (HECA-452), (H) sLeX on core 2 O-glycan (ST-439) and (I) MUC5AC. All these sections show the same region of PDAC tissue. In the left half of the panel, intraductal spreading of adenocarcinoma cells is seen, and invasive adenocarcinomas are present in the right half. All these antigens are expressed to various degrees of heterogeneity in the adenocarcinoma cells, even within the same case. Different staining patterns of sLeX are observed depending on the specificity of the antibodies used as described in the main text (F–H).
Table 3
Summary of glycan and its related antigen expression.
antigens
β3Gn-T6
T antigen
Tn antigen
MECA-79*
sLeX
MUC5AC
(CSLEX1)
(HECA-452)
(ST-439)
PDAC components
Well differentiated adenocarcinoma
10/38 (26.3%)
3/38 (7.9%)
29/38 (76.3%)
1/38 (2.6%)
25/38 (65.8%)
32/38 (84.2%)
14/38 (36.8%)
17/38 (44.7%)
Moderately differentiated adenocarcinoma
7/38 (18.4%)
4/38 (10.5%)
35/38 (92.1%)
3/38 (7.9%)
35/38 (92.1%)
37/38 (97.3%)
30/38 (78.9%)
6/38 (15.8%)
Poorly differentiated adenocarcinoma
0/26 (0%)
6/26 (23.1%)
17/26 (65.4%)
2/26 (7.7%)
20/26 (76.9%)
21/26 (80.8%)
17/26 (65.4%)
1/26 (3.8%)
Squamous cell carcinoma
0/6 (0%)
0/6 (0%)
1/6 (16.7%)
0/6 (0%)
0/6 (0%)
0/6 (0%)
0/6 (0%)
0/6 (0%)
Premalignant lesion
PanIN 1
7/21 (33.3%)
10/21 (47.6%)
17/21 (81.0%)
0/21 (0%)
8/21 (38.1%)
5/21 (23.8%)
0/21 (0%)
7/21 (33.3%)
PanIN 2
7/17 (41.2%)
5/17 (29.4%)
12/17 (70.6%)
0/17 (0%)
4/17 (23.5%)
6/17 (35.3%)
0/17 (0%)
8/17 (47.1%)
Normal tissue
Pancreatic duct epithelial cell
0/35 (0%)
0/35 (0%)
1/35 (2.9%)
31/35 (88.6%)
0/35 (0%)
10/35 (28.6%)
1/35 (2.9%)
0/35 (0%)
Acinar cell
0/35 (0%)
4/35 (11.4%)
14/35 (40.0%)
0/35 (0%)
1/35 (2.9%)
10/35 (28.6%)
0/35 (0%)
0/35 (0%)
Islet cell
0/36 (0%)
9/36 (25.0%)
1/36 (2.8%)
0/36 (0%)
2/36 (5.6%)
0/36 (0%)
1/36 (2.8%)
0/36 (0%)
Cancer tissues of 40 cases selected randomly are subdivided into each component. Premalignant lesions were selected in non-cancerous area of the pancreas in PDAC cases. Normal pancreatic tissue at least 2 cm far from cancer cells are used in this assay. The number of tissues in which more than 50% of each component is positive for each antigen out of total tissues which contain each component is indicated.
*6-sulfo N-acetyllactosamine on extended core 1 O-glycan
Fig 3
Comparison of glycan antigens and β3Gn-T6 expression among PDACs (n = 156), PanINs (n = 26), and normal pancreatic tissues (n = 35).
((A) β3Gn-T6, (B) T antigen (PNA), (C) Tn antigen (LU-35), (D) 6-sulfo N-acetyllactosamine on extended core 1 O-glycan (MECA-79), (E) sLeX (CSLEX1), (F) sLeX (HECA-452), and (G) sLeX on core 2 O-glycan (ST-439). Boxes represent medians and interquartile ranges. Crosses represent mean values. Whiskers represent the minimum and maximum 1.5 interquartile ranges. Circles represent extremes. All glycan antigens, except MECA-79 antigen, are expressed significantly more highly in PDAC cells than in NPDEs. MECA-79 antigen expression in PDAC cells is significantly lower than that in NPDEs. Exp-scores were compared and analyzed using the Friedman’s test.
Representative microscopic images of immunohistochemistry and lectin-histochemistry in PDAC tissues.
Middle-power view of tissues stained with (A) HE, (B) β3Gn-T6, (C) T antigen (PNA), (D) Tn antigen (LU-35), (E) 6-sulfo N-acetyllactosamine on extended core 1 O-glycan (MECA-79), (F) sLeX (CSLEX1), (G) sLeX (HECA-452), (H) sLeX on core 2 O-glycan (ST-439) and (I) MUC5AC. All these sections show the same region of PDAC tissue. In the left half of the panel, intraductal spreading of adenocarcinoma cells is seen, andinvasive adenocarcinomas are present in the right half. All these antigens are expressed to various degrees of heterogeneity in theadenocarcinoma cells, even within the same case. Different staining patterns of sLeX are observed depending on the specificity of the antibodies used as described in the main text (F–H).
Comparison of glycan antigens and β3Gn-T6 expression among PDACs (n = 156), PanINs (n = 26), and normal pancreatic tissues (n = 35).
((A) β3Gn-T6, (B) T antigen (PNA), (C) Tn antigen (LU-35), (D) 6-sulfo N-acetyllactosamine on extended core 1 O-glycan (MECA-79), (E) sLeX (CSLEX1), (F) sLeX (HECA-452), and (G) sLeX on core 2 O-glycan (ST-439). Boxes represent medians and interquartile ranges. Crosses represent mean values. Whiskers represent the minimum and maximum 1.5 interquartile ranges. Circles represent extremes. All glycan antigens, except MECA-79 antigen, are expressed significantly more highly in PDAC cells than in NPDEs. MECA-79 antigen expression in PDAC cells is significantly lower than that in NPDEs. Exp-scores were compared and analyzed using the Friedman’s test.Cancer tissues of 40 cases selected randomly are subdivided into each component. Premalignant lesions were selected in non-cancerous area of thepancreas in PDAC cases. Normal pancreatic tissue at least 2 cm far from cancer cells are used in this assay. The number of tissues in which more than 50% of each component is positive for each antigen out of total tissues which contain each component is indicated.*6-sulfo N-acetyllactosamine on extended core 1 O-glycanThe T antigen: This antigen was found to be expressed in some of the well or moderately differentiated PDAC cells but not in NPDEs. Over 30% of low-grade PanINsexpressed the T antigen (Table 3). T antigen expression was mildly higher in PDAC cells compared to NPDEs (Fig 3).TheTn antigen: The majority of PDAC cells andPanINsexpressed theTn antigen, but most NPDEs did not (Table 3). Tn antigen expression in PDAC cells was markedly higher, and most of the cases were strongly positive, i.e., theExp-score was >100 (Fig 3).MECA-79 antigen: In contrast to NPDEs, which usually express MECA-79 antigen, PDAC cells were found to rarely express it, whereas PanINs did not express it at all (Table 3 and Fig 3).SLeX: PDAC cells expressed sLeX strongly and at a high frequency, regardless of the antibodies applied. However, PanINs andNPDEs showed different profiles depending on the antibodies used (Table 3 and Fig 3). Antibody ST-439 identified the limited sLeX antigen, sLeX on core 2 O-glycan, so that ST-439+ PDAC cells also stained with antibodies CSLEX1 or HECA-452. Antibodies CSLEX1 andHECA-452 recognize both O-linked and N-linked sLeX. Antibodies HECA-452 and ST-439, but not CSLEX1, can recognize sulfated sLeX [2, 18], These features can be summarized: (1) both staining frequency and area were ranked as follows, in ascending order: HECA-452, CSLEX1, and ST-439; (2) potentially sulfated sLeX was found in MECA-79+ NPDEs, where HECA-452 staining was sometimes present while CSLEX1 staining was not; (3) low-grade PanINs were positive for HECA-452 staining and CSLEX1 staining, and normal epithelial cells were positive for HECA-452 staining but almost negative for ST-439 staining. These results suggest that PanINs and epithelial cells did not express core 2 O-glycan.β3Gn-T6: β3Gn-T6 was expressed in ~20% of PDAC cells and 30–40% of low-grade PanINs but not in NPDEs (Table 3). Higher histological differentiation was associated with a higher level of β3Gn-T6+ in PDAC cells. NPDEs typically have a pancreatobiliary phenotype, whereas low-grade PanINs usually have a gastric phenotype [23, 34]. Furthermore, β3Gn-T6 is normally expressed in normal gastric foveolar cells as well as colonic goblet cells [8]. It is possible that β3Gn-T6 is expressed in cells with thegastric foveolar phenotype. When double immunohistochemical staining for β3Gn-T6 andMUC5AC was performed, both antigens were often found to be expressed in the same PDAC cells (Fig 4). In addition, there was a significant correlation between them, with a high correlation coefficient (ρ = 0.49; Table 4).
Fig 4
Double immunohistochemistry for β3Gn-T6 and MUC5AC.
Low-power view of histological staining (A) and double immunohistochemical staining (B) and high-power view of double immunohistochemical staining (C). Dotlike staining of β3Gn-T6 (green) and membranous staining of MUC5AC (brown) are often present in the same adenocarcinoma cells.
Table 4
Correlations among glycans and related proteins (Spearman's correlation coefficient value).
β3Gn-T6
T antigen
Tn antigen
MECA-79***
sLeX
(CSLEX1)
(HECA-452)
(ST-439)
T antigen
R = 0.16*
Tn antigen
R = 0.066
R = 0.13
MECA-79***
R = -0.17*
R = 0.13
R = -0.032
sLeX (CSLEX1)
R = 0.064
R = -0.047
R = 0.081
R = 0.11
sLeX (HECA-452)
R = -0.11
R = -0.075
R = 0.034
R = -0.080
R = 0.38**
sLeX (ST-439)
R = 0.036
R = -0.0010
R = 0.13
R = 0.13
R = 0.69**
R = 0.32**
MUC5AC
R = 0.49**
R = 0.19*
R = 0.19*
R = -0.20*
R = 0.12
R = 0.016
R = 0.15
*Correlation is significant at the 0.05 level (2-tailed)
**Correlation is significant at the 0.01 level (2-tailed).
***6-sulfo N-acetyllactosamine on extended core 1 O-glycan
Double immunohistochemistry for β3Gn-T6 and MUC5AC.
Low-power view of histological staining (A) and double immunohistochemical staining (B) and high-power view of double immunohistochemical staining (C). Dotlike staining of β3Gn-T6 (green) and membranous staining of MUC5AC (brown) are often present in the same adenocarcinoma cells.*Correlation is significant at the 0.05 level (2-tailed)**Correlation is significant at the 0.01 level (2-tailed).***6-sulfo N-acetyllactosamine on extended core 1 O-glycan
Relation between glycan expression and clinicopathological variables
The correlation betweenglycanexpression in PDAC cells and various clinicopathological factors was examined next. Significant correlations were found only between higher β3Gn-T6 expression in PDAC cells and a lower histological grade, between higher MECA-79 antigen expression and a higher histological grade, and between higher sLeX expression (staining with antibody HECA-452) and a lower histological grade (Table 1 and S2 Fig).Next, we evaluated correlations among expression levels of different glycans. We compared theExp-scores of all glycans by Spearman’s test (Table 4). Scores on sLeX detected by different antibodies correlated positively. In addition, a few significant correlations were found between β3Gn-T6 andMUC5AC (ρ = 0.49) and between β3Gn-T6 and T antigen (ρ = 0.16), and a negative correlation was found between β3Gn-T6 and MECA-79 antigen (ρ = −0.17).
MUC5AC carries core 3 O-glycan generated by B3GNT6 gene expression in pancreatic cancer cells
To investigate whether MUC5AC contains core 3 O-glycan, we examined glycosylation status of MUC5AC. To select suitable pancreatic cancer cells for the assay, we analyzed theexpression of genes B3GNT6 (encoding β3Gn-T6) andMUC5AC, together with genes encoding core 2 synthases (GCNT1, GCNT3, and GCNT4) by qRT-PCR. We chose Capan-1 cells because they show almost no expression of B3GNT6 and higher expression of MUC5AC compared to the other cell lines (Fig 5A). The immunofluorescence assay revealed that GFP-positive stably B3GNT6-transduced cells, Capan1-B3GnT6expressed the β3Gn-T6 protein (Fig 5B). The N-acetylglucosaminyl terminus of core 3 O-glycan can be detected by a lectin called GS-II [21]. MUC5AC that was immunoprecipitated from the lysates of Capan1-B3GnT6 and Capan1-mock cells was subjected to SDS-PAGE followed by western blotting with GS-II (Fig 5C). An intense band was produced by MUC5AC isolated from Capan1-B3GnT6 cells. In contrast, no band was yielded by theMUC5AC isolated from Capan1-mock cells, even though anti-MUC5AC stained bands were comparable between them. These results indicated that MUC5AC from Capan1-B3GnT6 had core 3 O-glycan. In support of this finding, PNA binding to MUC5AC was lower in Capan1-B3GnT6 cells compared with Capan1-mock cells (Fig 5C). It was confirmed that core 3 O-glycan was present on MUC5AC isolated from Capan1-B3GnT6 cells, and that this glycan was synthesized by β3Gn-T6.
Fig 5
MUC5AC has core 3 O-glycan generated by B3GNT6 gene expression in pancreatic cancer cells.
(A) Comparison of expression of genes MUC5AC, B3GNT6, and core 2 O-glycan synthase among PDAC cells. Capan-1 cells express MUC5AC more highly than the other cell lines but do not express B3GNT6. (B) Capan1-B3GnT6 cells (right panel) but not Capan1-mock cells (left panel) express β3Gn-T6 as detected by the immunofluorescence assay (red). Nuclei are stained by 4’,6-diamindino-2-phenylindole (DAPI, blue). (C) MUC5AC immunoprecipitated with the anti-MUC5AC antibody was subjected to SDS-PAGE and transferred to a nitrocellulose membrane, then the membrane was blotted with GS-II, PNA, or the anti-MUC5AC antibody. The level of nonreducing terminal GlcNAc is higher in Capan1-B3GnT6 cells compared to Capan1-mock cells, even though the MUC5AC amount is comparable between these two cell lines. Conversely, the T antigen level is lower in Capan1-B3GnT6 cells compared to Capan1-mock cells.
MUC5AC has core 3 O-glycan generated by B3GNT6 gene expression in pancreatic cancer cells.
(A) Comparison of expression of genes MUC5AC, B3GNT6, and core 2 O-glycan synthase among PDAC cells. Capan-1 cells express MUC5AC more highly than the other cell lines but do not express B3GNT6. (B) Capan1-B3GnT6 cells (right panel) but not Capan1-mock cells (left panel) express β3Gn-T6 as detected by the immunofluorescence assay (red). Nuclei are stained by 4’,6-diamindino-2-phenylindole (DAPI, blue). (C) MUC5AC immunoprecipitated with the anti-MUC5AC antibody was subjected to SDS-PAGE and transferred to a nitrocellulose membrane, then the membrane was blotted with GS-II, PNA, or the anti-MUC5AC antibody. The level of nonreducing terminal GlcNAc is higher in Capan1-B3GnT6 cells compared to Capan1-mock cells, even though theMUC5AC amount is comparable between these two cell lines. Conversely, the T antigen level is lower in Capan1-B3GnT6 cells compared to Capan1-mock cells.
Prognostic significance of glycan-related antigens in PDAC cells
Kaplan–Meier survival analyses revealed a statistically significant association between higher expression of β3Gn-T6 in PDAC cells and longer DFS (Fig 6). Patients with higher sLeX (staining with CSLEX1) expression tended to have shorter DFS. No significant association was found between any other glycanexpression andpatient outcomes (DFS or OS). No significant association was found between OS and β3Gn-T6 expression (S3 Fig).
Fig 6
Kaplan-Meier survival curves for disease-free survival in patients with PDAC according to (A) β3Gn-T6, (B) T antigen (PNA), (C) Tn antigen (LU-35), (D) 6-sulfo N-acetyllactosamine on extended core 1 O-glycan (MECA-79), (E) sLeX (CSLEX1), (F) sLeX (HECA-452), and (G) sLeX on core 2 O-glycan (ST-439). Patients having PDAC with higher expression of β3Gn-T6 (red line) show a significantly longer survival compared to those with lower expression of β3Gn-T6 (blue line) in A. Patients having PDAC with higher expression of sLeX (CSLEX1) (red line) show a tendency to be shorter survival compared to those with lower expression of sLeX (CSLEX1) (blue line) in E. The other antigens are not significantly associated with patient outcome.
Kaplan-Meier survival curves for disease-free survival in patients with PDAC according to (A) β3Gn-T6, (B) T antigen (PNA), (C) Tn antigen (LU-35), (D) 6-sulfo N-acetyllactosamine on extended core 1 O-glycan (MECA-79), (E) sLeX (CSLEX1), (F) sLeX (HECA-452), and (G) sLeX on core 2 O-glycan (ST-439). Patients having PDAC with higher expression of β3Gn-T6 (red line) show a significantly longer survival compared to those with lower expression of β3Gn-T6 (blue line) in A. Patients having PDAC with higher expression of sLeX (CSLEX1) (red line) show a tendency to be shorter survival compared to those with lower expression of sLeX (CSLEX1) (blue line) in E. The other antigens are not significantly associated with patient outcome.Cox proportional analysis of the groups categorized by each glycanexpression and β3Gn-T6 expression in PDAC cells as well as conventional clinicopathological variables are shown in Table 5. Data on variables found to be significant by univariate analysis were subjected to multivariate analysis. In the latter, several variables (age, lymph node metastasis, nerve plexus invasion, tumor histological grade, and β3Gn-T6 expression) were found to be significantly associated with DFS.
Table 5
Univariate and multivariate analyses of prognostic factors associated with disease-free survival (A) and and overall survival (B) in patients with pancreatic ductal adenocarcinoma (n = 156).
Cox univariate analysis
Cox multivariate analysis
HR (95%CI)
P value
HR (95%CI)
P value
Gender: Male vs. Female
0.9 (0.62–1.3)
0.6
Age (year): ≤69 vs. ≥70
0.56 (0.39–0.81)
0.0024
0.66 (0.45–0.97)
0.036
Adjuvant chemotherapy: No vs. Yes
0.82 (0.54–1.2)
0.34
Tumor size (mm): <35 vs. ≥35
1.5 (1.0–2.1)
0.042
Tumor grade: 1 vs. 2 and 3
1.8 (1.2–2.9)
0.0068
1.8 (1.2–2.9)
0.0069
Lymphatic invasion: Low vs. High
1.3 (0.74–2.2)
0.4
Venous invasion: Low vs. High
1.7 (1.1–2.7)
0.02
Intrapancreatic neural invasion: Low vs. High
1.6 (1.1–2.3)
0.028
Nerve plexus invasion: Low vs. High
1.7 (1.1–2.4)
0.0085
1.6 (1.1–2.4)
0.022
Lymph node metastasis: No vs. Yes
2.2 (1.4–3.6)
0.0012
1.7 (1.0–2.9)
0.035
Distant metastasis: No vs. Yes
1.6 (0.74–3.4)
0.24
Surgical margin: Negative vs. Positive
1.4 (0.97–2.2)
0.07
β3Gn-T6: Low vs. High
0.63 (0.43–0.92)
0.016
0.65 (0.44–0.95)
0.024
T antigen: Low vs. High
0.93 (0.64–1.3)
0.69
Tn antigen: Low vs. High
1.1 (0.79–1.7)
0.48
MECA-79*: Low vs. High
1.1 (0.76–1.6)
0.61
sLeX (CSLEX1): Low vs. High
1.4 (0.97–2.0)
0.068
sLeX (HECA-452): Low vs. High
0.9 (0.62–1.3)
0.56
sLeX (ST-439): Low vs. High
1.1 (0.74–1.5)
0.72
(B)
Cox univariate analysis
Cox multivariate analysis
HR (95%CI)
P value
HR (95%CI)
P value
Gender: Male vs. Female
0.84 (0.53–1.3)
0.45
Age (year): ≤69 vs. ≥70
0.61 (0.38–0.97)
0.037
0.6 (0.37–0.96)
0.035
Adjuvant chemotherapy: No vs. Yes
0.76 (0.45–1.3)
0.3
Tumor size (mm): <35 vs. ≥35
2.2 (1.3–3.5)
0.0016
2.0 (1.2–3.2)
0.0067
Tumor grade: 1 vs. 2 and 3
2.2 (1.3–4.0)
0.0053
2.3 (1.3–4.0)
0.0054
Lymphatic invasion: Low vs. High
1.1 (0.58–2.1)
0.78
Venous invasion: Low vs. High
1.8 (1.0–3.2)
0.037
Intrapancreatic neural invasion: Low vs. High
1.5 (0.96–2.5)
0.075
Nerve plexus invasion: Low vs. High
1.9 (1.2–3.1)
0.0054
1.7 (1.1–2.8)
0.022
Lymph node metastasis: No vs. Yes
1.9 (1.0–3.3)
0.037
Distant metastasis: No vs. Yes
1.2 (0.48–3.0)
0.69
Surgical margin: Negative vs. Positive
1.7 (1.1–2.8)
0.027
β3Gn-T6: Low vs. High
0.82 (0.52–1.3)
0.4
T antigen: Low vs. High
0.85 (0.54–1.3)
0.48
Tn antigen: Low vs. High
1.4 (0.87–2.2)
0.17
MECA-79*: Low vs. High
0.97 (0.61–1.5)
0.89
sLeX (CSLEX1): Low vs. High
1.3 (0.8–2.0)
0.32
sLeX (HECA-452): Low vs. High
0.74 (0.47–1.2)
0.2
sLeX (ST-439): Low vs. High
1.1 (0.71–1.8)
0.64
*6-sulfo N-acetyllactosamine on extended core 1 O-glycan
*6-sulfo N-acetyllactosamine on extended core 1 O-glycan
Discussion
Mucin-type O-glycan is known to be involved in tumor development and malignant characteristics. However, its clinicopathological significance has not yet been sufficiently elucidated. Here, we investigated the clinicopathological significance of both O-glycan cores and peripheral modified glycans in PDAC. Higher β3Gn-T6 expression was noted in more differentiated adenocarcinoma in PDACpatients. These PDAC cases showed significantly longer DFS. Together with previous reports indicating that forced expression of β3Gn-T6 reduces theaggressiveness of cancers in vitro and in vivo [8, 21, 22], our findings suggest that β3Gn-T6 expression in PDAC cells is a favorable prognostic indicator. In addition, theexpression of β3Gn-T6 in PDAC cells andPanINs significantly correlated with theexpression of MUC5AC in these cells, implying that β3Gn-T6 expression is related to cellular differentiation status of thegastric foveolar phenotype. Theexpression of the T antigen, Tn antigen, sLeX antigen, and sLeX on core 2 O-glycan was higher in PDAC cells. Unexpectedly, we did not find any significant association with patient outcome in our cohort. However, 6-sulfo N-acetyllactosamine on extended core 1 O-glycan (MECA-79 antigen) was underexpressed in PDAC cells compared to NPDEs and was not associated with patient outcome.Core 3 O-glycan is widely distributed throughout the gastrointestinal tract [35] and is synthesized only by β3Gn-T6 expressed normally in gastric foveolar epithelial cells andcolonic goblet cells [8]. β3Gn-T6 is not expressed in normal pancreatic tissue, and the induction of β3Gn-T6 has been previously found in some low-grade PanINs and differentiated PDAC cells (Table 3). Takano et al. have reported that MUC5AC+ PDAC tends to be a more differentiated adenocarcinoma [36]. In our study, these tumors were found to start expressing β3Gn-T6, which significantly correlated with MUC5ACexpression (Fig 4 and Table 4). These results suggest that this induction of expression may be associated with gastric metaplasia.Carcinoma cells, such as colonic, prostate, andpancreatic cancer cells [8, 21, 22], reduce their aggressiveness in vitro or in vivo when forced to express β3Gn-T6. Forced expression of the core 3 structure destabilizes oncoprotein MUC1 [22], affecting downstream signals and upregulating cell cycle inhibitor p21 [22]. Theexpression of β3Gn-T6 also leads to a reduction in the formation of the α2β1 integrin complex, subsequently reducing the level of phosphorylated FAK relative to total FAK, thereby leading to decreased tumor progression [21, 22]. β3Gn-T6 alters cancer cell invasion through impairment of actin stress fiber organization [21, 37]. Here, we demonstrated clinical significance of β3Gn-T6 expression, which turned out to be a favorable prognostic factor in PDAC, consistent with the known effects of β3Gn-T6 in cancer biology.In the biosynthesis of O-glycans (Fig 1), the processes of formation of core 1 and core 3 structures compete with each other for the same substrate, although theexpression levels of T antigen and β3Gn-T6 only weakly correlated in PDAC. This finding suggests that the core 1 structure (T antigen) is mostly modified, i.e., by extension, branching, or sialylation, which are not recognized by PNA. The extended core 1 structure detected by antibody MECA-79, which was only a limited 6-sulfated structure of extended core 1, weakly but statistically significantly negatively correlated with β3Gn-T6 levels (Table 4).TheTn antigen is one of the representative truncated structures, whose expression is abundant in many types of carcinoma cells owing to the loss of Cosmc, a chaperone for core 1 synthase [9, 38]. Our study revealed that the positivity andExp-score of theTn antigen in PDAC cells were high (Table 3 and Fig 3), despite the high expression of sLeX in PDAC cells, suggesting that Cosmc inactivation does not entirely explain the presence of theTn antigen in our cohort.This study has several limitations. First, data collection and analyses were performed retrospectively. Second, it was difficult to investigate detailed glycan structural alterations and their changed biosynthesis in cancer cells in clinical samples, because of the lack of antibodies specific for various glycan structures. Therefore, our conclusions are drawn from speculation based on the limited findings. Further studies would be warranted to clarify the molecular mechanism of glycan alterations in PDAC.In summary, this study is the first to report on the clinicopathological significance of β3Gn-T6 expression in PDAC. β3Gn-T6 was found to be expressed most highly in PDAC cells in differentiated adenocarcinoma and was significantly associated with longer DFS in PDACpatients. Our findings on the molecular mechanisms underlying the induction of core 3 O-glycan in PDAC provide a basis for its use as a therapeutic tool.
Immunohistochemical or lectin-histochemical positive features.
Positive staining in immunohistochemical or lectin-histochemical analyses for β3Gn-T6 (B,C), T antigen (staining with PNA) (E,F), Tn antigen (staining with LU-35) (H,I), 6-sulfo N-acetyllactosamine on extended core 1 O-glycan (staining with MECA-79) (K,L), sLeX (staining with CSLEX1) (N,O), sLeX (staining with HECA-452) (Q,R), sLeX on core 2 O-glycan (staining with ST-439) (T,U), andMUC5AC (W,X) was investigated, and their corresponding histological features were revealed by hematoxylin andeosin staining (A, D, G, J, M, P, S, V). The left and the central panels of the photos are a middle-power view, and the right one is a high-power view. (A–C) Cytoplasmic dotlike staining in moderately differentiated adenocarcinoma cells was found by β3Gn-T6 immunohistochemical analysis, whose pattern was consistent with staining in the Golgi apparatus. (D–F) Cytoplasmic staining, especially in the apical portion of adenocarcinoma cells, was found in PNA lectin-histochemical analysis. (G–I) LU-35 staining yielded a cytoplasmic and sometimes membranous pattern, especially on the luminal surface of thecarcinoma gland. (J–L) Mainly membranous staining of MECA-79, especially in the luminal surface of NPDEs, was observed in normal pancreatic tissue. (M–O) Cytoplasmic and membranous staining in adenocarcinoma cells was detected by CSLEX1 immunohistochemistry. (P–R) HECA-452 staining yielded both membranous and cytoplasmic patterns. (S–U) ST-439 staining showed positive cytoplasmic and membranous patterns in some cancer cells. (V–X) MUC5AC usually stained in adenocarcinoma cells with clear to light eosinophilic cytoplasm.(TIF)Click here for additional data file.
Comparison of glycan antigens and β3Gn-T6 expression among histological grades of PDACs (n = 156).
(A) β3Gn-T6, (B) T antigen (PNA), (C) Tn antigen (LU-35), (D) 6-sulfo N-acetyllactosamine on extended core 1 O-glycan (MECA-79), (E) sLeX (CSLEX1), (F) sLeX (HECA-452), and (G) sLeX on core 2 O-glycan (ST-439). Boxes represent medians and interquartile ranges. Crosses represent mean values. Whiskers represent the minimum and maximum 1.5 interquartile ranges. Circles represent extremes. Exp-scores were compared and analyzed using the Kruskal–Wallis test followed by Dunn–Bonferroni's post hoc analysis.(TIF)Click here for additional data file.Kaplan-Meier survival curves for OS in patients with PDAC according to (A) β3Gn-T6, (B) T antigen (PNA), (C) Tn antigen (LU-35), (D) 6-sulfo N-acetyllactosamine on extended core 1 O-glycan (MECA-79), (E) sLeX (CSLEX1), (F) sLeX (HECA-452), and (G) sLeX on core 2 O-glycan (ST-439). Any antigens are not significantly associated with patient outcome.(TIF)Click here for additional data file.
Primer sequences and Universal Probe Library probes for qRT-PCR.
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