| Literature DB >> 24339976 |
Takuo Hayashi1, Tsuyoshi Saito, Tsutomu Fujimura, Kieko Hara, Kazuya Takamochi, Keiko Mitani, Reiko Mineki, Saiko Kazuno, Shiaki Oh, Takashi Ueno, Kenji Suzuki, Takashi Yao.
Abstract
Metastasis is still a major issue in cancer, and the discovery of biomarkers predicting metastatic capacity is essential for the development of better therapeutic strategies for treating lung adenocarcinoma. By using a proteomic approach, we aimed to identify novel predictors for lymph node metastasis in lung adenocarcinoma. Two-dimensional sodium dodecyl sulfate polyacrylamide gel electrophoresis showed 6 spots differentially expressed between lymph node metastasis-positive and lymph node metastasis-negative groups in a discovery set. Subsequent mass spectrometry showed that 2 of these spots were derived from galectin-4, and western blot analysis confirmed the overexpression of galectin-4 in metastatic samples. The predictive value of galectin-4 was confirmed by immunohistochemical analysis for a validation set consisting of 707 surgically resected specimens of lung adenocarcinomas (stages I to IV). We observed that 148 lung adenocarcinomas (20.9%) expressed galectin-4, which was significantly associated with variables of disease progression such as tumor size (p<0.0001), pleural invasion (p = 0.0071), venous invasion (p = 0.0178), nodal status (p = 0.0007), and TNM stage (p<0.0001). By the multivariate analysis, Galectin-4 expression was revealed as one of the independent predictor for lymph node metastasis, together with solid predominant and micropapillary histologic pattern. Furthermore, galectin-4 expression was revealed to be an independent predictor for lymph node metastasis and an adverse survival factor in patients with lung adenocarcinoma of acinar predominant type. Galectin-4 plays an important role in metastatic process of lung adenocarcinoma. Immunohistochemical testing for galectin-4 expression may be useful together with the detection of specific histology to predict the metastatic potential of lung adenocarcinoma.Entities:
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Year: 2013 PMID: 24339976 PMCID: PMC3858289 DOI: 10.1371/journal.pone.0081883
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Validation of the differential expression of galectin-4.
A. A representative result of western blotting for galectin-4 expression and PPIB, together with β-actin as internal control. Three of 5 lung adenocarcinomas with LN metastasis expressed galectin-4 at higher levels than those without LN metastasis. One lung adenocarcinoma with LN metastasis (P3) showed a slightly increased expression level of galectin-4. PPIB expression was observed almost equally in all samples examined. B. Histogram showing the relative expression levels of galectin-4. C. Immunohistochemical expression patterns of galectin-4 in normal lung tissue and lung adenocarcinoma tissues. Lung adenocarcinomas without lymph node metastasis (N1 and N3) showed that both carcinomas and normal lung tissue did not express galectin-4, whereas lung adenocarcinomas with lymph node metastasis (P1 and P5) showed that galectin-4 was strongly expressed in carcinoma cells (magnification ×20). The high-power view of lung adenocarcinomas with lymph node metastasis showed nuclear, cytoplasmic, and membranous expression of galectin-4 (magnification ×100).
The relationship between clinicopathological variables and Galectin-4 expression and univariate analysis of prognostic factors.
| Galectin-4 positive | Galectin-4 negative | Correlation | OS | RFS survival | |
| (no. cases) | (no. cases) | χ2 ( | Log-rank ( | Log-rank ( | |
| Age | 0.0422 | 0.464 | 0.375 | ||
| <60 | 27 | 143 | |||
| 61< | 120 | 396 | |||
| Gender | 0.0663 | 0.98 | 0.0266 | ||
| Female | 87 | 273 | |||
| Male | 60 | 266 | |||
| Size | <0.0001 | <0.0001 | 0.0173 | ||
| <2 cm | 45 | 316 | |||
| 2–3 cm | 46 | 132 | |||
| 3–5 cm | 37 | 83 | |||
| 5 cm< | 20 | 28 | |||
| Pleural invasion | 0.0071 | 0.0117 | 0.0192 | ||
| pl0 | 96 | 424 | |||
| pl1-pl3 | 52 | 135 | |||
| Nodal status | 0.0007 | 0.0955 | <0.0001 | ||
| N0 | 105 | 466 | |||
| N1/N2 | 43 | 93 | |||
| Histology | <0.0001 | 0.000399 | <0.0001 | ||
| AIS | 1 | 64 | |||
| MIA | 1 | 44 | |||
| Invasive adenocarcinoma | |||||
| Lepidic predominant | 34 | 166 | |||
| Acinar predominant | 60 | 151 | |||
| Papillary predominant | 21 | 56 | |||
| Solid predominant | 9 | 68 | |||
| mucinous adenocarcinoma | 19 | 9 | |||
| Lymphatic invasion | 0.3001 | <0.0001 | 0.0132 | ||
| Absent | 100 | 402 | |||
| Present | 48 | 157 | |||
| Venous invasion | 0.0178 | <0.0001 | 0.00839 | ||
| Absent | 93 | 407 | |||
| Present | 55 | 152 | |||
| Micropapillary pattern (%) | 0.1225 | 0.614 | 0.798 | ||
| < or = 5 | 134 | 526 | |||
| >5 | 14 | 33 | |||
| TNM stage | <0.0001 | <0.0001 | 0.241 | ||
| IA or IB | 90 | 422 | |||
| IIA or IIB | 29 | 41 | |||
| IIIA or IIIB | 27 | 65 | |||
| IV | 2 | 11 | |||
| Galectin-4 | 0.647 | 0.905 |
OS, Overall survival; RFS, recurrence-free survival; AIS, Adenocarcinoma in situ; MIA, Minimally invasive adenocarcinoma.
Univariate and multivariate analysis of predictive factors for nodal metastasis.
| Variable | OR | 95% CI |
|
| Univariate analysis | |||
| Age (>60 vs. < or = 60) | 1.109 | 0.699 – 1.761 | 0.6586 |
| Gender (male vs. female) | 2.069 | 1.405 – 3.048 | 0.0002 |
| Size, cm (>3.0 vs. < or = 3.0) | 5.314 | 3.555 – 7.944 | <0.0001 |
| Histology (solid vs. non-solid predominant) | 8.903 | 5.361 – 14.785 | <0.0001 |
| Lymphatic invasion (present vs. absent) | 10.663 | 6.960–16.336 | <0.0001 |
| Venous invasion (present vs. absent) | 11.941 | 7.742–18.420 | <0.0001 |
| Pleural invasion (present vs. absent) | 7.532 | 4.060 – 13.974 | <0.0001 |
| Micropapillary pattern,% (>5 vs. < or = 5) | 2.052 | 1.350 – 3.120 | 0.001 |
| Galectin-4 (positive vs. negative) | 2.052 | 1.350 – 3.120 | 0.001 |
| Multivariate analysis | |||
| Gender (male vs. female) | 0.959 | 0.578 – 1.591 | 0.8705 |
| Size, cm (>3.0 vs. < or = 3.0) | 2.125 | 1.285 – 3.514 | 0.0036 |
| Histology (solid vs. non-solid predominant) | 5.514 | 2.872 – 10.585 | <0.0001 |
| Lymphatic invasion (present vs. absent) | 2.978 | 1.529 – 5.800 | 0.0014 |
| Venous invasion (present vs. absent) | 2.345 | 1.219 – 4.513 | 0.0105 |
| Pleural invasion (present vs. absent) | 1.826 | 1.085 – 3.073 | 0.0246 |
| Micropapillary pattern,% (>5 vs. < or = 5) | 5.037 | 2.392 – 10.604 | <0.0001 |
| Galectin-4 (positive vs. negative) | 2.373 | 1.377 – 4.089 | 0.0021 |
OR, odds ratio; CI, confidence interval.
The relationship between nodal status and Galectin-4 expression in each subtype.
| Galectin-4 positive | Galectin-4 negative | Correlation χ2 ( | |
| no. cases (%) | no. cases (%) | ||
| All invasive adenocarcinomas | 0.02701 | ||
| N0 | 103 (22.3) | 358 (77.7) | |
| N1/N2 | 43 (31.6) | 93 (68.4) | |
| Lepidic predominant | 0.3605 | ||
| N0 | 34 (17.3) | 162 (82.7) | |
| N1/N2 | 0 (0.0) | 4(100.0) | |
| Acinar predominant | <0.0001 | ||
| N0 | 33 (21.0) | 124 (79.0) | |
| N1/N2 | 27 (50.0) | 27 (50.0) | |
| Papillary predominant | 0.776 | ||
| N0 | 12 (26.1) | 34 (73.9) | |
| N1/N2 | 9 (29.0) | 22 (71.0) | |
| Solid predominant | 0.6521 | ||
| N0 | 3 (9.7) | 28 (90.3) | |
| N1/N2 | 6 (13.0) | 40 (87.0) |
Univariate and multivariate analysis of predictive factors for nodal metastasis in acinar predominant type.
| Variable | Univariate analysis ( | Multivariate analysis ( | OR | 95% CI |
| Age (>60 vs. < or = 60) | 0.71384 | |||
| Gender (male vs. female) | 0.93567 | |||
| Size, cm (>3.0 vs. < or = 3.0) | 0.19116 | |||
| Lymphatic invasion (present vs. absent) | 0.00206 | <0.0001 | 6.629 | 3.272 – 14.18 |
| Venous invasion (present vs. absent) | 0.52355 | |||
| Pleural invasion (present vs. absent) | 0.13554 | |||
| Micropapillary pattern,% (>5 vs. < or = 5) | 0.10600 | |||
| Galectin-4 (positive vs. negative) | 0.00517 | 0.0011 | 3.303 | 1.617 – 6.835 |
OR, odds ratio; CI, confidence interval.
Figure 2Kaplan-Meier plots for lung adenocarcinoma belonging to acinar predominant type.
Galectin-4-negative group has survival advantage compared to galectin-4-positive group (p = 0.0464) (A). The difference in the recurrence-free survival was not significant between both groups (B).
Multivariate Cox regression analysis of overall and recurrence-free survivals in acinar predominant type.
| Variable | Overall survival | Recurrence-free survival | ||
| HR (95% CI) |
| HR (95% CI) |
| |
| Size (>3.0) | 1.162 (0.1879–7.191) | 0.871 | 0.8208 (0.2322–2.902) | 0.7592 |
| Nodal status (positive) | 2.431 (0.4219–14.010) | 0.320 | 5.0311 (1.4544–17.403) | 0.0107 |
| Galectin-4 (positive) | 3.753 (0.5598–25.163) | 0.173 | 1.3795 (0.3980–4.782) | 0.6120 |
HR, hazard ratio; CI, confidence interval.