| Literature DB >> 27421133 |
Rony K Roy1, Michal M Hoppe1, Supriya Srivastava1, Animesh Samanta2, Neel Sharma3, Kar Tong Tan1, Henry Yang1, Dominic C Voon1, Brendan Pang4, Ming Teh4, Naoko Murata-Kamiya5, Masanori Hatakeyama5, Young-Tae Chang2, Wei Peng Yong1,6, Yoshiaki Ito1,6, Khek Yu Ho2,6, Patrick Tan1,6, Richie Soong1, Phillip H Koeffler1,2, Khay Guan Yeoh2,6, Anand D Jeyasekharan1,6.
Abstract
Early detection of gastric cancers saves lives, but remains a diagnostic challenge. In this study, we aimed to identify cell-surface biomarkers of early gastric cancer. We hypothesized that a subset of plasma membrane proteins induced by the Helicobacter pylori oncoprotein CagA will be retained in early gastric cancers through non-oncogene addiction. An inducible system for expression of CagA was used to identify differentially upregulated membrane protein transcripts in vitro. The top hits were then analyzed in gene expression datasets comparing transcriptome of gastric cancer with normal tissue, to focus on markers retained in cancer. Among the transcripts enriched upon CagA induction in vitro, a significant elevation of CEACAM6 was noted in gene expression datasets of gastric cancer. We used quantitative digital immunohistochemistry to measure CEACAM6 protein levels in tissue microarrays of gastric cancer. We demonstrate an increase in CEACAM6 in early gastric cancers, when compared to matched normal tissue, with an AUC of 0.83 for diagnostic validity. Finally, we show that a fluorescently conjugated CEACAM6 antibody binds avidly to freshly resected gastric cancer xenograft samples and can be detected by endoscopy in real time. Together, these results suggest that CEACAM6 upregulation is a cell surface response to H. pylori CagA, and is retained in early gastric cancers. They highlight a novel link between CEACAM6 expression and CagA in gastric cancer, and suggest CEACAM6 to be a promising biomarker to aid with the fluorescent endoscopic diagnosis of early neoplastic lesions in the stomach.Entities:
Keywords: CEACAM6; Helicobacter pylori; biomarker; endoscopy; gastric cancer
Mesh:
Substances:
Year: 2016 PMID: 27421133 PMCID: PMC5342417 DOI: 10.18632/oncotarget.10528
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
CagA regulated cell surface proteins and their expression in gastric cancer
| UniGene | Gene | Description | WT-A10 (CagA +/−) Microarray | SGCC GC Microarray | ||
|---|---|---|---|---|---|---|
| Fold Change | p-value | Fold | p-value | |||
| TMPRSS11E | Transmembrane protease, serine 11E | 10.27 | 1.95E-04 | 0.97 | 1.96E-01 | |
| DPP4 | Dipeptidyl-peptidase 4 | 2.97 | 9.77E-04 | 1.70 | 3.12E-05 | |
| MMP1 | Matrix metallopeptidase 1 (interstitial collagenase) | 2.88 | 4.11E-03 | 2.18 | 1.46E-06 | |
| SLITRK6 | SLIT and NTRK-like family, member 6 | 2.70 | 1.21E-02 | 1.16 | 4.02E-02 | |
| TNFRSF9 | Tumor necrosis factor receptor superfamily, member 9 | 2.67 | 5.64E-04 | 0.95 | 2.18E-02 | |
| CEACAM6 | Carcinoembryonic antigen-related cell adhesion molecule 6 | 2.53 | 5.76E-04 | 8.06 | 9.36E-19 | |
| LYPD3 | LY6/PLAUR Domain Containing 3 | 2.49 | 8.73E-04 | 1.15 | 6.08E-03 | |
| C6orf25 | Chromosome 6 open reading frame 25 | 2.30 | 6.56E-03 | 0.91 | 6.35E-08 | |
| SYTL2 | Synaptotagmin-like 2 | 2.30 | 2.92E-02 | 0.70 | 1.44E-06 | |
| ITGA2 | Integrin, alpha 2 (CD49B, alpha 2 subunit of VLA-2 receptor) | 2.23 | 1.03E-04 | 2.32 | 8.53E-24 | |
| CD68 | CD68 molecule | 2.19 | 1.97E-03 | 1.16 | 7.48E-05 | |
| C3 | Complement Component 3 | 2.19 | 1.19E-02 | 2.08 | 1.01E-10 | |
A list of putative cell surface proteins transcriptionally upregulated by overexpression of CagA-microarray analysis performed on the Gene 1.0 ST platform using an inducible cagA cell line. Top hits were screened through microarray databases of Gastric Cancer vs. normal tissue from the Singapore Gastric Cancer Consortium (SGCC) GSE15460 (Normal=85, Tumor=189).
Figure 1CEACAM6 expression is upregulated by CagA and H. pylori infection
A. RT-PCR showing the time course of CEACAM6 transcript upregulation after CagA induction, in relation to CagA levels in the CagA inducible WT-A10 cell line. CT values are normalized to 18S RNA and shown relative to CEACAM6 or CagA levels before CagA induction to demonstrate fold change. Mean±SD, n=3. B. Flow cytometric histogram of CEACAM6 protein levels in CagA-negative (baseline) and CagA-positive (induced) cells, showing elevated CEACAM6 protein levels 48h after CagA induction. C. RT-PCR showing that H. pylori infection upregulates CEACAM6. MKN28 cells were infected with increasing MOI's of isogenic wild-type H. pylori and CEACAM6 transcripts were measured by RT-PCR 24h after infection. Mean±SD, n=3. Unpaired t test, ns = not significant.
Figure 2Gene expression analysis of gastric cancers show an enrichment for CEACAM6
A. Dot plot of relative CEACAM6 transcript levels in gene expression arrays of gastric cancer in comparison to normal stomach tissue (GSE15460 (SGCC) – Normal=85, Tumor=185; GSE13861 - Normal=19, Tumor=65). Median, unpaired t test. B. Plot of relative CEACAM6 transcript levels using RNA-seq analysis of matched gastric cancers compared to normal adjacent tissue (SGCC n=15, TCGA n=29). Paired t test.
Figure 3CEACAM6 protein expression by quantitative immunohistochemistry in gastric cancers
A. Representative images acquired from a tissue microarray of gastric cancers and matched normal tissues stained for CEACAM6 using standard immunohistochemical methods. Scale bar=50μm. B. Images obtained as depicted in A were quantified using the Vectra 2 system. Commercially available gastric adenocarcinoma tissue microarray consisting of 29 cases of matched normal distant tissue (NDT), normal adjacent tissue (NAT) and tumor (T), shows stronger CEACAM6 staining within regions of cancer compared to adjacent normal tissue. Paired t test. C. Upregulation of CEACAM6 protein in gastric cancer was also confirmed using a local gastric adenocarcinoma tissue microarray (National University Hospital, Singapore). Normal=82, Tumor=158. Median, unpaired t test. D. ROC analysis was performed on tissue array set shown in C, which yielded an AUC of 0.88 for the diagnosis of gastric cancer using CEACAM6 IHC. E. Overall survival analysis of 106 gastric cancer patients. Cases were divided into CEACAM6 high/low groups across the median value, based on scoring readout shown in C. CEACAM6 high group shows a significant trend towards poorer overall survival. Log-rank (Mantel-Cox) test.
Figure 4CEACAM6 is upregulated in both early gastric cancers and dysplastic lesions of the stomach
A. CEACAM6 IHC staining of an early gastric adenocarcinoma tissue microarray with matched normal adjacent tissue (clinical stage 1 - T1N0M0 and T1N1M0=32, T2N0M0=39). Paired t test. B. ROC analysis of CEACAM6 staining in T1 early gastric cancer shows an AUC of 0.831 for the identification of early gastric cancer from adjacent normal tissue. C. A representative image of CEACAM6 staining in a region of dysplasia depicting increase in staining intensity from normal gastric glands showing mild chronic gastritis (N+CG) to intestinal metaplasia (IM) to dysplasia (D). Scale bar=100μm. D. Quantitation of the H-Score for CEACAM6 in 20 cases of dysplasia with adjacent normal tissue performed by a histopathologist. A significant increase in CEACAM6 staining is observed in dysplastic regions. Paired t test.
Figure 5Ex vivo staining of a fluorescently conjugated antibody to CEACAM6 and visualization with a confocal laser endomicroscopy probe
A. Schematic diagram of the experimental plan. Freshly resected patient derived xenografts (PDXs) of gastric cancer were divided into two pieces - one section was used for direct fluorescent staining and the remainder for immunohistochemistry. B. Representative images from freshly resected gastric cancer xenograft tumors without fixation showing clearly visible fluorescence signal from the CEACAM6 antibody conjugated to Alexa Fluor 488 (imaged with a Cellvizio confocal laser endomicroscopy probe, compatible with commercial endoscopy equipment). CEACAM6 IHC staining of the same xenograft is shown for reference. Scale bar=50μm. C. Analysis of signal intensity of CEACAM6-AF 488 stained tumors in comparison to unstained controls, as shown in B, n=5. Paired t test. D. Correlative analysis of Cellvizio CEACAM6-AF 488 fluorescence intensity values with CEACAM6 IHC staining intensity, as shown in B, n=5.