| Literature DB >> 25154973 |
Akira Ema1, Mina Waraya, Keishi Yamashita, Kenichi Kokubo, Hirosuke Kobayashi, Keika Hoshi, Yoshiko Shinkai, Hiroshi Kawamata, Kazunori Nakamura, Hiroshi Nishimiya, Natsuya Katada, Masahiko Watanabe.
Abstract
Metastatic lymph node density (ND) has been reproducibly proven to be a prognostic factor in gastric cancer. The molecular mechanisms that underlie this aggressiveness are underexplored. Here, we aimed to identify molecules associated with this unique phenotype. Tumor specimens from patients with stage III gastric cancer with high or low ND (n = 4 for both) were compared at the mRNA level using Affymetrix microarray (harboring 54,675 genes). The expression data were prioritized, and genes that correlated with ND were selected. Ultimately, the EGFR was validated as such a candidate molecule in patients with primary advanced gastric cancer who underwent standard treatment (n = 167). Expression data of the microarray were prioritized based on gene expression ratio and frequency of gene expression. The first priority genes to be selected were genes that are known to be amplified in cancer, which included NKX2.1, CHST9, CTNND2, SLC25A27, FGFR2, EGFR, and PTGER1. Of these genes, the EGFR gene was of particular interest. EGFR expression in primary gastric cancer was examined using immunohistochemistry (IHC). The Student's t-test elucidated a significant difference in EGFR expression between IHC 2+/3+ and IHC 1+ according to ND (P = 0.0035). The Chi-square test also indicated a significant difference between high and low levels of EGFR immunohistochemical staining (IHC2+/3+ and IHC1+, respectively) and ND status (P = 0.0023). According to the least squares method, as ND increased, the risk that EGFR staining levels changed from IHC 1+ to IHC 2+ also increased. In this study, we determined that high EGFR expression may underlie the aggressive mechanism of advanced gastric cancer with high ND.Entities:
Keywords: EGFR; S-1 chemotherapy; gastric cancer; metastatic lymph node density
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Year: 2014 PMID: 25154973 PMCID: PMC4312122 DOI: 10.1002/cam4.311
Source DB: PubMed Journal: Cancer Med ISSN: 2045-7634 Impact factor: 4.452
Figure 1Gene sorting based on the priority settings and distribution. (A) The cases of high ND and low ND, which were selected from gastric cancer specimens. (B) Flowchart of the selection process of candidate genes associated with high ND in gastric cancer. (C) Distribution of high ND/low ND ratio values in each priority group.
Figure 2RT-PCR analysis of mRNA expression of the first priority genes.
Figure 3High EGFR expression is a strongly associated with high ND. (A) Microscopic analysis of cell membrane EGFR immunohistochemical staining. EGFR expression was graded using a 3-point scale, where 1+ = light staining of more than 10% of the specimens, 2+ = moderate staining of more than 10% and less than or equal to 30% of the specimens, and 3+ = strong staining of more than 30% of the specimens. (B) Statistical analysis of EGFR expression using Student's t-test. EGFR 2+/3+ expression group included more patients with high ND than the EGFR 1+ group. The most suitable ND cutoff level was deemed ND of 35%. (c) Kaplan–Meier curves indicate that EGFR 2+/3+ expression was significantly associated with poor outcome in patients with 13th JGCA stage II/III disease (P = 0.039). (D) ND ≥35 was significantly associated with poor outcome (P = 0.0012).
Distribution of clinical and pathological factors of correlation with EGFR and univariate prognostic analysis in 167 pStage II/III gastric cancer with gastrectomy and subsequent S-1 treatment.
| Variable | EGFR 1+ | EGFR 2+/3+ | 5-year RFS (%) | ||
|---|---|---|---|---|---|
| Sex | |||||
| Male | 39 (23.3) | 78 (46.7) | 0.12 | 60.0 | 0.030 |
| Female | 23 (13.8) | 27 (16.2) | 86.7 | ||
| Age (year) | |||||
| <67 | 38 (22.8) | 58 (34.7) | 0.44 | 79.4 | 0.0080 |
| ≥67 | 24 (14.4) | 47 (28.1) | 44.7 | ||
| Tumor location | |||||
| Upper | 16 (9.6) | 37 (22.1) | 0.22 | 52.8 | 0.17 |
| Middle | 32 (19.2) | 40 (23.9) | 77.8 | ||
| Lower | 14 (8.4) | 28 (16.8) | 81.2 | ||
| Lauren's histology | |||||
| Diffuse type | 43 (25.7) | 67 (40.1) | 0.47 | 77.6 | 0.077 |
| Intestinal type | 19 (11.4) | 38 (22.8) | 51.0 | ||
| pT factor (13th JGCA) | |||||
| T2 | 19 (11.4) | 43 (25.7) | 0.40 | 96.7 | 0.023 |
| T3 | 42 (25.2) | 61 (36.5) | 62.8 | ||
| T4 | 1 (0.6) | 1 (0.6) | 50.0 | ||
| pN factor (13th JGCA) | |||||
| N0 | 10 (6.0) | 14 (8.4) | 0.036 | 63.8 | 0.0030 |
| N1 | 36 (21.6) | 43 (25.7) | 82.1 | ||
| N2 | 16 (9.6) | 48 (28.7) | 59.2 | ||
| pStage (13th JGCA) | |||||
| II | 19 (11.4) | 37 (22.1) | 0.012 | 81.1 | <0.0001 |
| IIIA | 36 (21.6) | 39 (23.3) | 74.1 | ||
| IIIB | 7 (4.2) | 29 (17.4) | 47.1 | ||
| Infiltration pattern | |||||
| | 2 (1.2) | 10 (6.0) | 0.11 | 70.7 | 0.96 |
| | 24 (14.4) | 49 (29.3) | 65.1 | ||
| | 36 (21.6) | 46 (27.5) | 72.9 | ||
| Lymphatic permeation | |||||
| Yes | 57 (34.1) | 101 (60.5) | 0.24 | 100.0 | 0.15 |
| No | 5 (3.0) | 4 (2.4) | 68.9 | ||
| Vascular permeation | |||||
| Yes | 53 (31.7) | 99 (59.3) | 0.055 | 93.3 | 0.11 |
| No | 9 (5.4) | 6 (3.6) | 65.7 | ||
| ND | |||||
| ND < 35 | 61 (36.5) | 87 (52.1) | 0.0023 | 75.4 | 0.0012 |
| ND ≥ 35 | 1 (0.6) | 18 (10.8) | 39.6 | ||
Distribution of clinical and pathological factors of correlation with ND in 167 pStage II/III gastric cancer with gastrectomy and subsequent S-1 treatment.
| Variable | ND < 35 | ND ≥ 35 | |
|---|---|---|---|
| Sex | |||
| Male | 103 (61.7) | 14 (8.4) | 0.71 |
| Female | 45 (26.9) | 5 (3.0) | |
| Age (year) | |||
| <67 | 85 (50.9) | 11 (6.6) | 0.97 |
| ≥67 | 63 (37.7) | 8 (4.8) | |
| Tumor location | |||
| Upper | 46 (27.5) | 7 (4.2) | 0.60 |
| Middle | 63 (37.7) | 9 (5.4) | |
| Lower | 39 (23.4) | 3 (1.8) | |
| Lauren's histology | |||
| Diffuse type | 96 (57.5) | 14 (8.4) | 0.45 |
| Intestinal type | 52 (31.1) | 5 (3.0) | |
| pT factor (13th JGCA) | |||
| T2 | 57 (34.1) | 5 (3.0) | 0.49 |
| T3 | 89 (53.3) | 14 (8.4) | |
| T4 | 2 (1.2) | 0 (0) | |
| pN factor (13th JGCA) | |||
| N0 | 24 (14.4) | 0 (0) | <0.0001 |
| N1 | 76 (45.5) | 3 (1.8) | |
| N2 | 48 (28.7) | 16 (9.6) | |
| pStage (13th JGCA) | |||
| II | 56 (33.5) | 0 (0) | <0.0001 |
| IIIA | 67 (40.1) | 8 (4.8) | |
| IIIB | 25 (15.0) | 11 (6.6) | |
| Infiltration pattern | |||
| | 10 (6.0) | 2 (1.2) | 0.26 |
| | 68 (40.7) | 5 (3.0) | |
| | 70 (41.9) | 12 (7.2) | |
| Lymphatic permeation | |||
| Yes | 139 (83.2) | 19 (11.4) | 0.27 |
| No | 9 (5.4) | 0 (0) | |
| Vascular permeation | |||
| Yes | 135 (80.8) | 17 (10.2) | 0.80 |
| No | 13 (7.8) | 2 (1.2) | |
| EGFR | |||
| 1+ | 61 (36.5) | 1 (0.6) | 0.0023 |
| 2+/3+ | 87 (52.1) | 18 (10.8) | |
The association between ND and clinicopathologic factors of the 13th JGCA pStage II/III gastric cancer using the least squares method.
| Variable | Estimator | SD | Lower 95% CI | Upper 95% CI | ||
|---|---|---|---|---|---|---|
| Graft | 2.18 | 10 | 0.21 | 0.83 | −18.25 | 22.6 |
| EGFR [IHC2+ − IHC1+] | 8.19 | 2.90 | 2.83 | 0.0053 | 2.47 | 13.91 |
| EGFR [IHC3+ − IHC2+] | −3.72 | 3.2 | −1.17 | 0.25 | −10.02 | 2.58 |
| Sex [Famale] | −1.03 | 1.4 | −0.74 | 0.46 | −3.77 | 1.71 |
| Age | −0.06 | 0.1 | −0.50 | 0.62 | −0.30 | 0.18 |
| Tumor location [L] | −0.55 | 1.8 | −0.30 | 0.76 | −4.19 | 3.08 |
| Tumor location [M] | 1.40 | 1.6 | 0.87 | 0.39 | −1.78 | 4.57 |
| Lauren's histology [diffused type] | 0.14 | 1.4 | 0.10 | 0.92 | −2.66 | 2.93 |
| pStage(13th JGCA) [IIIA − II] | 11.22 | 2.8 | 3.95 | 0.00010 | 5.61 | 16.84 |
| pStage(13th JGCA) [IIIB − IIIA] | 7.97 | 3.3 | 2.39 | 0.018 | 1.37 | 14.57 |
| Infiltration pattern | −1.08 | 2.10 | −0.52 | 0.61 | −5.22 | 3.06 |
| Lymphatic permeation | 5.48 | 1.5 | 3.63 | 0.00040 | 2.50 | 8.47 |
| Vascular permeation | −2.80 | 1.5 | −1.93 | 0.055 | −5.67 | 0.064 |
R2 = 0.36, RMSE = 14.8.