Vol 75, No 3 (2024)
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The association between integrin β4 overexpression and lymphovascular invasion in papillary thyroid cancer

Busra Tunc Topuz1, Sibel Guldiken2, Ebru Tastekin3, Canberk Topuz3, Mehmet Celik2, Buket Yılmaz Bulbul2, Burak Andac2, Ali Cem Yekdes4
Pubmed: 38887115
Endokrynol Pol 2024;75(3):310-316.

Abstract

Introduction: Lymphovascular invasion is an independent prognostic marker in papillary thyroid carcinomas. In addition, integrin β4 is associated with advanced progression and metastasis in many malignancies. We aimed to investigate the relationship between integrin β4 and lymphovascular invasion in papillary thyroid carcinoma.

Material and methods: 73 patients with papillary thyroid cancer (48 patients with lymphovascular invasion and 25 patients without) were included in our study. The immunohistochemical staining score for integrin b4 was evaluated according to the percentage and intensity of staining. The staining intensity was scored as 0 (no staining), 1 (weak staining — light yellow), 2 (medium staining — yellow-brown), and 3 (strong staining — brown). The staining was scored by multiplying the percentage and intensity of staining.

Results: The mean percentage of integrin b4 staining was 63.54 ± 22.26% in the group with lymphovascular invasion and 10.2 ± 22.48% in the group without lymphovascular invasion (p < 0.001). When evaluated in terms of staining score, it was found to be 107.08 ± 45.29 in the group with lymphovascular invasion and 16.2 ± 40.03 in the group without lymphovascular invasion (p < 0.001). There was a linear relationship between the percentage of integrin β4 and the staining scores (r² = 0.881; p < 0.001). In the by receiver-operating characteristic (ROC) curve analysis for the cut-off value of the percentage of integrin b4 staining, the area under the curve was found to be 0.916. The cut-off value for the percentage of integrin b4 was found to be 35 (sensitivity 91.7% and specificity 88%) (odds 80.66%).

Conclusions: A significant relationship was found between integrin b4 expression and lymphovascular invasion in papillary thyroid carcinomas. Integrin b4 expression level can be used as a marker to predict the presence of lymphovascular invasion in papillary thyroid carcinomas, especially in large tumours where it may not be possible to sample the entire tumour.

Original paper

Endokrynologia Polska

DOI: 10.5603/ep.99050

ISSN 0423–104X, e-ISSN 2299–8306

Volume/Tom 75; Number/Numer 3/2024

Submitted: 21.01.2024

Accepted: 07.04.2024

Early publication date: 06.06.2024

The association between integrin b4 overexpression and lymphovascular invasion in papillary thyroid cancer

Busra Tunc Topuz1Sibel Guldiken2Ebru Tastekin3Canberk Topuz3Mehmet Celik2Buket Yılmaz Bulbul2Burak Andac2Ali Cem Yekdes4
1Department of Internal Medicine, Medical Faculty, Trakya University, Edirne, Türkiye
2Department of Endocrinology and Metabolism, Medical Faculty, Trakya University, Edirne, Türkiye
3Department of Medical Pathology, Medical Faculty, Trakya University, Edirne, Türkiye
4Department of Public Health, Medical Faculty, Trakya University, Edirne, Türkiye

Burak Andac, MD, Department of Endocrinology and Metabolism, Medical Faculty, Trakya University, Edirne, 22030, Türkiye, tel: +90 537 926 11 61; e-mail: drburakandac87@gmail.com

This article is available in open access under Creative Common Attribution-Non-Commercial-No Derivatives 4.0 International (CC BY-NC-ND 4.0) license, allowing to download articles and share them with others as long as they credit the authors and the publisher, but without permission to change them in any way or use them commercially

Abstract
Introduction: Lymphovascular invasion is an independent prognostic marker in papillary thyroid carcinomas. In addition, integrin b4 is associated with advanced progression and metastasis in many malignancies. We aimed to investigate the relationship between integrin b4 and lymphovascular invasion in papillary thyroid carcinoma.
Material and methods: 73 patients with papillary thyroid cancer (48 patients with lymphovascular invasion and 25 patients without) were included in our study. The immunohistochemical staining score for integrin b4 was evaluated according to the percentage and intensity of staining. The staining intensity was scored as 0 (no staining), 1 (weak staining light yellow), 2 (medium staining yellow-brown), and 3 (strong staining brown). The staining was scored by multiplying the percentage and intensity of staining.
Results: The mean percentage of integrin b4 staining was 63.54 ± 22.26% in the group with lymphovascular invasion and 10.2 ± 22.48% in the group without lymphovascular invasion (p < 0.001). When evaluated in terms of staining score, it was found to be 107.08 ± 45.29 in the group with lymphovascular invasion and 16.2 ± 40.03 in the group without lymphovascular invasion (p < 0.001). There was a linear relationship between the percentage of integrin b4 and the staining scores (r² = 0.881; p < 0.001). In the by receiver-operating characteristic (ROC) curve analysis for the cut-off value of the percentage of integrin b4 staining, the area under the curve was found to be 0.916. The cut-off value for the percentage of integrin b4 was found to be 35 (sensitivity 91.7% and specificity 88%) (odds 80.66%).
Conclusions: A significant relationship was found between integrin b4 expression and lymphovascular invasion in papillary thyroid carcinomas. Integrin b4 expression level can be used as a marker to predict the presence of lymphovascular invasion in papillary thyroid carcinomas, especially in large tumours where it may not be possible to sample the entire tumour. (Endokrynol Pol 2024; 75 (3): 310–316)
Key words: thyroid cancer; integrin b4; lymphovascular invasion

Introduction

Thyroid cancers are the most common endocrine malignancies, and the most common form is papillary thyroid cancer (PTC). In recent years, an increase in the incidence of PTC from 4.8 to 14.9 per 100,000 has been observed [1]. Although the 5-year survival rate is around 95%, approximately 5–20% of patients have recurrence, and 10–15% have distant metastases [2, 3]. Factors affecting the prognosis of thyroid carcinomas are age, radiation exposure to the head or neck region, tumour size, histopathological subtype, lymph node invasion, and distant metastases [4].

Although lymphovascular invasion (LVI) is a significant predictor of prognosis in many malignancies (such as head and neck squamous cell carcinoma, breast cancer, colorectal cancer, and urothelial cancer), data on the relationship between LVI and thyroid cancers are limited [5]. In some studies on this subject, a relationship was found between the presence of LVI and central and cervical lymph node metastases, extrathyroidal spread, increased recurrence rates, distant metastases, aggressive histological subtypes, tumour size, and age [5–11]. In a study involving a large national dataset, LVI was independently associated with compromised patient survival [6]. Although LVI is not currently a part of any staging system for differentiated thyroid malignancies, it is among the factors that predict recurrence in the risk stratification of the American Thyroid Association (ATA) guideline [4].

Integrins are heterodimers composed of alpha and beta subunits which are transmembrane glycoprotein receptors. Integrin b4 is a member of the integrin family and is expressed on the basement membrane of epithelial cells. It forms a heterodimer with an a6 subunit. a6b4 acts as the main receptor for laminin, a basement membrane component. Integrin b4 forms hemidesmosomes with extracellular laminin and intracellular filaments. In the tumoural microenvironment, integrin b4 detaches from hemidesmosomes and moves to actin filaments, thus allowing tumour cells to migrate. It may also act as a signal transducer by activating certain pathways and may increase the progression of many malignancies [12, 13]. In some studies on pancreatic, breast, and bladder cancer, high-level integrin b4 expression has been associated with more aggressive tumour characteristics [14–16]. However, studies evaluating tumour aggressiveness and integrin b4 overexpression in PTCs are limited. Therefore, we aimed to investigate the relationship between integrin b4 and LVI in patients with PTC.

Material and methods

This study was designed as a case-control study to evaluate the data of PTC patients diagnosed and followed in our Endocrinology and Metabolic Diseases Clinic. Local Ethics Committee approval was obtained before the study (TUTF-BAEK 2020/331).

The effect size was calculated as 0.329 based on the study performed by Li et al. [12]. Considering the calculated effect size, it was decided to include a total of 73 patients (48 patients with LVI and 25 patients without LVI) in the study with a 5% significance level and 80% power. Seventy-three patients who met the inclusion criteria determined for the study by scanning from the information operating system of our hospital were selected by simple random sampling. Patients with incomplete data and those who followed up with any other malignancy were not included in the study. A completed informed Voluntary Consent Form was obtained from each of the patients included in the study. Gender, age at the time of diagnosis, tumour size, lymph node metastasis, histopathological variants, staging at the time of diagnosis, and presence/absence of LVI were examined as clinical and demographic characteristics. Solid, tall cell, and hobnail variants were considered as aggressive variants, while classical, follicular, and oncocytic variants were included in the non-aggressive variants. The subjects were staged according to the 8th Edition of the American Joint Committee (AJCC) Cancer Staging Manuel [17].

Histopathological evaluation

Haematoxylin-eosin stained slides of the subjects were re-evaluated simultaneously by 2 pathologists using a Nikon Eclipse Ci-L model microscope, and slides containing tumours in sufficient quantity and quality were included in the study. Paraffin blocks were extracted from the laboratory archive of the Medical Pathology Department. For immunohistochemical examination, 5-micron sections of paraffin blocks were prepared on positively charged slides with a Leica rotary microtome. Cell-signalling rabbit monoclonal antibody at 1/200 dilution was used for integrin b4 immunohistochemical staining. The Optiview Universal DAB Detection Kit was used in the Ventana Medical System-Benchmark XT/ISH Staining module. Breast tumour tissue was chosen as positive control tissue. The staining score for integrin b4 was evaluated according to staining percentage and intensity. Staining intensity was scored as 0 (no staining), 1 (weak staining light yellow), 2 (medium staining yellow-brown), and 3 (strong staining brown) (Fig. 1). A definite positive reaction was defined as a brown signal, a reaction of integrin b4 with the peripheral nerve. In addition, the percentage of staining in existing tumor cells was evaluated out of 100. Those with a staining percentage of 33% and above were evaluated as having high level of integrin b4 expression [12]. The staining score was obtained by multiplying the staining percentage and intensity. In this criterion, which was evaluated out of 300, 66, and above (33% × 2), was expressed as high staining and below 66 as low staining.

178202.png
Figure 1. Integrin b4 staining intensity. A. 1+ Staining; B. 2+ Staining; C. 3+ Staining (×200)

Statistical evaluation

The data were statistically evaluated using the SPSS (Statistical Package for the Social Sciences Version 21.0; SPSS Inc. Chicago, IL, United States) program. The assumption of normal distribution for continuous variables was determined with the Kolmogorov-Smirnov Test. Continuous parameters with kurtosis and skewness values between ± 1.5 were considered to be normally distributed [18]. Continuous variables are expressed as the median (interquartile range) or mean (± standard deviation [SD]) and compared by Student’s t-test or the Mann-Whitney U-test as appropriate. Categorical variables were stated as number (n) and percentage (%). The relationship between continuous data was examined by Pearson correlation analysis. Comparisons of categorical variables were assessed by the chi-square test or Fisher’s exact test. The discriminative capacity of integrin b4 expression was assessed by receiver-operating characteristic (ROC) curves and their area under the ROC curve (AUC). Optimal cut-off values of integrin b4 expression were determined by Youden’s index. The logistic regression model was used to determine the independent relationship between LVI and other parameters. P < 0.05 was considered as statistically significant.

Results

The patients included in the study were between 18 and 65 years old, and the mean age was 42.51 (±12.58) years. Forty (54.8%) of the patients were female, and 33 (45.2%) were male. LVI was detected histopathologically in 48 patients, and LVI was not present in 25 patients. Both the percentage and the intensity score of integrin b4 staining were significantly higher in the group with LVI than in those without. In addition, patients with a staining score of integrin b466 had a statistically significant higher incidence of LVI. In addition, the incidence of lymph node metastasis was higher in the patient group with LVI. Demographic, clinical, and histopathological features between the 2 groups with and without LVI are shown in Table 1.

Table 1. Demographic, clinical, and histopathological features according to the presence of lymphovascular invasion

Lymphovascular invasion (+) (n. %)

Lymphovascular invasion (–) (n. %)

p

Age (years)

40.44 ± 12.60

46.48 ± 11.80

0.510a

Sex (Female/Male)

25 (52.1 %)/23 (47.9%)

15 (60%)/10 (40%)

0.519b

Histologic variant

Aggressive

21 (43.8%)

8 (32%)

0.330b

Non-aggressive

27 (56.3%)

17 (68%)

Tumour focality

Unifocal

15 (31.3%)

12 (48%)

0.160b

Multifocal

33 (68.8%)

13 (52%)

Lymph node metastasis

< 0.001b

Yes

30 (62.5%)

1 (4%)

No

18 (37.5%)

24 (96%)

Tumour size

1 cm

8 (17%)

2 (8%)

0.478c

> 1 cm

40 (83%)

23 (92%)

Tumour stage (AJCC 8th)

I

45 (93.8%)

25 (100%)

0.698c

II

2 (4.2%)

0

III

1 (2.1%)

0

Percentage of integrin b4 staining (%) (Mean ±SD)

63.54 ± 22.26

10.20 ± 22.48

< 0.001a

Staining score of integrin b4 (Mean ±SD)

107.08 ± 45.29

16.20 ± 40.03

< 0.001a

Staining score of integrin b4

< 0.001b

< 66

2 (8.0%)

42 (87.5%)

≥ 66

23 (92.0%)

6 (12.5%)

A statistically significant correlation was observed between the percentage and intensity levels of integrin b4 (Chi-square = 0.881; p < 0.001). Variables that showed a significant difference in terms of LVI in simple statistical analyses were included in the logistic regression analysis. The results are reported in Table 2. Due to the collinearity between the percentage and intensity of integrin b4 staining, the intensity scores were removed in the 2nd step of the backward method. A statistically significant relationship was found between the percentage of integrin b4 and LVI (p < 0.001).

Table 2. Logistic regression analysis findings

Model 1

Model 2

SE

p

Exp (b)

95% CI

SE

p

Exp (B)

95% CI

Percentage of integrin b4 staining (%)

0.03

0.096

1.052

0.991–1.116

0.014

< 0.001

1.073

1.004–1.103

Staining score of integrin b4

0.17

0.484

1.012

0.979–1.046

ROC curve analysis was performed to determine the optimal cut-off value of the percentage of integrin b4 between the presence and absence of LVI (Fig. 2). The cut-off value of the percentage of integrin b4 staining was found to be 35%, with a sensitivity of 91.7% and a specificity of 88% (odds ratio 80.66%).

178216.png
Figure 2. Receiver-operating characteristic (ROC) curve analysis for the optimal value of percentage of integrin b4 staining. CI confidence interval

Additionally, a statistically significant difference was found in both the percentage and intensity score of integrin b4 staining in the 2 groups with and without lymph node metastasis (Tab. 3).

Table 3. Integrin b4 staining according to lymph node metastasis status

Lymph node metastasis (+)

Lymph node metastasis (–)

p

Percentage of integrin b4 staining (%) (Mean ± SD)

64.19 ± 25.00

31.31 ± 32.82

< 0.001a

Staining score of integrin b4 (Mean ± SD)

107.10 ± 47.27

52.98 ± 60.76

< 0.001a

Discussion

Our study investigated the relationship between integrin b4 expression and LVI in patients with PTC. We found that integrin b4 expression was significantly higher in the patient group with LVI.

The incidence of LVI in patients with PTC was found to be between 2 and 10% [19]. LVI is predicted to be an independent risk factor among prognostic markers. In their study with the data of 45415 PTC patients (5284 of them have LVI), Pontius et al. [6] found aggressive features such as cervical lymph node and distant metastases, extrathyroidal spread, aggressive histopathological subtypes, and multifocality to be more common in the group with LVI. In addition, they found that the 5-year survival in the group over the age of 45 years was higher in patients without LVI than in patients with LVI [6]. Two different studies have shown that the presence of LVI is associated with an increased risk of recurrence [5, 7]. Several other studies have demonstrated a positive association between the presence of LVI and central or cervical lymph node metastases [5, 7, 9–11]. In our study, the rate of lymph node metastasis was observed to be higher in individuals with LVI compared to those without LVI, and this finding was also statistically significant (p < 0.001). The results of the studies mentioned above suggest that LVI is a significant risk factor, although it is not currently included in the guidelines as a prognostic risk factor. These studies also show that more attention should be paid to the development of lymph node metastasis in the clinical follow-up of patients with LVI.

It has been determined that integrins play important roles in signalling pathways that enable tumour progression [20, 21]. There are 24 known mammalian integrins. Among them, integrin b4 (a6b4 integrin) is a 1017 amino acid long protein with cytoskeletal and signalling functions [22]. Integrin b4 is thought to act on tumourigenesis and angiogenesis by activating signals necessary for the regulation of the cells’ survival, proliferation, and migration properties [23]. Some studies have shown that integrin b4 improves the signalling function of multiple oncogenic receptor tyrosine kinases such as Met, EGF-R, and ErbB2 [24–26]. In a genetic study, Nikolopoulos et al. [27] showed that integrin b4 is expressed in tumour blood vessels and enhances tumour angiogenesis. In studies involving patients with solid tumours, high integrin b4 expression levels have been associated with more aggressive tumour features [14–16]. In the study by Sharifi et al. [28], in which the effect of integrin b4 expression on patients with metastatic breast cancer was investigated, circulating tumour cells were examined. Cells expressing integrin b4 were detected in 61% of the samples taken and were thought to be associated with a poor prognosis. Additionally, Ruan et al. [29], in their study on 2 different mouse models, showed that integrin b4-targeted immunotherapies inhibited tumour growth and lung metastases in breast and head and neck squamous cell tumours.

Studies investigating the relationship between integrin b4 and poor prognostic factors in PTCs are limited. First, Lohi et al. [30] suggested that the interaction between integrin b4 and laminin-5 may activate cell proliferation in thyroid carcinoma. Additionally, Serini et al. [31] found that integrin b4 neo expression was observed in clinically and histologically aggressive thyroid carcinomas. In subsequent years, in the study of Li et al. [12], the expression levels of integrin b4 in patients with PTC were investigated. After the histopathological blocks were stained immunohistochemically, the staining percentages were evaluated. Integrin b4 expression levels were examined in 30 patients with LVI and 93 patients without LVI, and it was found that integrin b4 was expressed statistically significantly more in the group with LVI. The same study found a statistically significant relationship between integrin b4 overexpression and extrathyroidal spread, tumour size, lymph node metastasis, and TNM staging. In our study, integrin b4 expressions were investigated in a total of 73 patients, 48 with LVI and 25 without LVI. After 73 slides were stained immunohistochemically, the percentages of integrin b4 staining and, as a second parameter, their intensity scores were examined. Similarly to the study of Li et al. [12], a positive and significant relationship was found between LVI and both percentages and intensity levels of integrin b4 staining. Li et al. [12] evaluated the staining above 33% as high expression and found higher expression levels in the group with LVI. We obtained a new cut-off value for integrin b4 with 91.7% sensitivity and 88% specificity. This value was calculated as 35%, and a significant difference was found between the groups with and without LVI in terms of integrin b4 staining percentages. In another study conducted on PTC, invasive breast carcinoma, and gastric adenocarcinoma, Li et al. [32] reported that integrin b4 would be more diagnostic than haematoxylin-eosin for lymphovascular and perineural invasion.

In our study, it was determined that integrin b4 expression was also associated with lymph node metastasis. Integrin b4 expression was higher in patients with lymph node metastasis. In a study by Kitajiri et al. [33], a relationship was found between the development of lymph node metastasis and integrin b4 expression in PTC, similarly to our study.

When dealing with large thyroid carcinomas, it may not be possible to sample the entire tumour, which can cause a missed diagnosis of LVI. Sometimes, the presence of LVI in the tumour may be overlooked because it does not correspond to the section taken. In PTC, integrin b4 may show immune expression. In these cases, an increased expression of integrin b4 may serve as a warning to carefully evaluate multiple sections and take samples meticulously to ensure the detection of LVI and lymph node metastasis.

Conclusions

Our study found that there is a significant correlation between the expression of integrin b4 and LVI. Furthermore, patients with lymph node metastasis had higher levels of integrin b4 expression. Data on the relationship between thyroid carcinomas and integrin b4 expression are limited in the literature. While LVI is present in the high-risk category in the PTC risk classification, integrin b4 is not involved in this category. As more studies on this subject are carried out, integrin b4 might be used as a predictive marker for LVI in PTCs. Cases with high integrin b4 expression can be followed more closely. It can be considered an independent indicator of high risk if the strength of the association is demonstrated in future studies.

Study limitations

The limitation of our study is the limited number of our sample. Future studies with larger samples will yield more effective results. Additionally, the patients’ follow-up data were insufficient to evaluate surveillance and recurrence. Therefore, due to the study design, a definitive relationship between integrin b4 and prognosis could not be evaluated. However, finding a relationship between integrin b4 and LVI and lymph node metastasis may pave the way for further and more comprehensive studies related to the prognosis of papillary thyroid carcinoma.

Appendices

This study was presented as an oral presentation at the 43rd Turkish Endocrinology and Metabolic Diseases Congress on 18–22 May 2022.

This article was produced from the internal medicine graduate thesis titled “The association between integrin b4 overexpression and lymphovascular invasion in papillary thyroid cancer” prepared and written by Büşra Tunç in 2022, Trakya University, Faculty of Medicine.

Conflict of interest

The authors declared no conflict of interest.

Funding

Financial support was provided for our project numbered 2020/125 by Trakya University Scientific Research Projects Unit.

Data availability statement

Data available on request from the authors.

Ethics statement

The study was designed in accordance with the principles stated in the Declaration of Helsinki. Local Ethics Committee approval was obtained before the study (TUTF-BAEK 2020/331).

Author contributions

All authors conceived the study design. B.T.T., C.T., and B.A. were involved in data collection. Preparation, staining, and interpretation of pathology slides were performed by C.T., B.T.T., and E.T. B.T.T., S.G., M.C., B.A., B.Y.B., and A.C.Y. performed the statistical analysis. All authors interpreted the data and prepared the manuscript draft. All authors critically reviewed the final version of the manuscript. All authors approved the final version of the manuscript.

Acknowledgments

We would like to express our deep and sincere gratitude to Trakya University Scientific Research Projects Unit for its financial support.

References

  1. Cancer Stat Facts: Thyroid Cancer. http://seer.cancer.gov/statfacts/html/thyro. (08.04.2016).
  2. Perros P, Boelaert K, Colley S, et al. British Thyroid Association. Guidelines for the management of thyroid cancer. Clin Endocrinol (Oxf). 2014; 81 Suppl 1: 1–122, doi: 10.1111/cen.12515, indexed in Pubmed: 24989897.
  3. Sipos JA, Mazzaferri EL. Thyroid cancer epidemiology and prognostic variables. Clin Oncol (R Coll Radiol). 2010; 22(6): 395–404, doi: 10.1016/j.clon.2010.05.004, indexed in Pubmed: 20627675.
  4. Haugen BR, Alexander EK, Bible KC, et al. 2015 American Thyroid Association Management Guidelines for Adult Patients with Thyroid Nodules and Differentiated Thyroid Cancer: The American Thyroid Association Guidelines Task Force on Thyroid Nodules and Differentiated Thyroid Cancer. Thyroid. 2016; 26(1): 1–133, doi: 10.1089/thy.2015.0020, indexed in Pubmed: 26462967.
  5. Wagner K, Abraham E, Tran B, et al. Lymphovascular invasion and risk of recurrence in papillary thyroid carcinoma. ANZ J Surg. 2020; 90(9): 1727–1732, doi: 10.1111/ans.16202, indexed in Pubmed: 32761711.
  6. Pontius LN, Youngwirth LM, Thomas SM, et al. Lymphovascular invasion is associated with survival for papillary thyroid cancer. Endocr Relat Cancer. 2016; 23(7): 555–562, doi: 10.1530/ERC-16-0123, indexed in Pubmed: 27317633.
  7. Kim JM, Kim TY, Kim WB, et al. Lymphovascular invasion is associated with lateral cervical lymph node metastasis in papillary thyroid carcinoma. Laryngoscope. 2006; 116(11): 2081–2085, doi: 10.1097/01.mlg.0000242118.79647.a9, indexed in Pubmed: 17075398.
  8. Girardi FM, Barra MB, Zettler CG. Variants of papillary thyroid carcinoma: association with histopathological prognostic factors. Braz J Otorhinolaryngol. 2013; 79(6): 738–744, doi: 10.5935/1808-8694.20130135, indexed in Pubmed: 24474487.
  9. Sun W, Lan X, Zhang H, et al. Risk Factors for Central Lymph Node Metastasis in CN0 Papillary Thyroid Carcinoma: A Systematic Review and Meta-Analysis. PLoS One. 2015; 10(10): e0139021, doi: 10.1371/journal.pone.0139021, indexed in Pubmed: 26431346.
  10. Merdad M, Eskander A, Kroeker T, et al. Predictors of level II and Vb neck disease in metastatic papillary thyroid cancer. Arch Otolaryngol Head Neck Surg. 2012; 138(11): 1030–1033, doi: 10.1001/2013.jamaoto.393, indexed in Pubmed: 23165376.
  11. Sezer A, Celik M, Yilmaz Bulbul B, et al. Relationship between lymphovascular invasion and clinicopathological features of papillary thyroid carcinoma. Bosn J Basic Med Sci. 2017; 17(2): 144–151, doi: 10.17305/bjbms.2017.1924, indexed in Pubmed: 28284178.
  12. Li J, Luo M, Ou H, et al. Integrin b4 promotes invasion and anoikis resistance of papillary thyroid carcinoma and is consistently overexpressed in lymphovascular tumor thrombus. J Cancer. 2019; 10(26): 6635–6648, doi: 10.7150/jca.36125, indexed in Pubmed: 31777592.
  13. Siddharth S, Nayak A, Das S, et al. The soluble nectin-4 ecto-domain promotes breast cancer induced angiogenesis via endothelial Integrin-b4. Int J Biochem Cell Biol. 2018; 102: 151–160, doi: 10.1016/j.biocel.2018.07.011, indexed in Pubmed: 30056265.
  14. Masugi Y, Yamazaki K, Emoto K, et al. Upregulation of integrin b4 promotes epithelial-mesenchymal transition and is a novel prognostic marker in pancreatic ductal adenocarcinoma. Lab Invest. 2015; 95(3): 308–319, doi: 10.1038/labinvest.2014.166, indexed in Pubmed: 25599535.
  15. Diaz LK, Cristofanilli M, Zhou X, et al. Beta4 integrin subunit gene expression correlates with tumor size and nuclear grade in early breast cancer. Mod Pathol. 2005; 18(9): 1165–1175, doi: 10.1038/modpathol.3800411, indexed in Pubmed: 15920552.
  16. Grossman HB, Lee C, Bromberg J, et al. Expression of the alpha6beta4 integrin provides prognostic information in bladder cancer. Oncol Rep. 2000; 7(1): 13–16, indexed in Pubmed: 10601583.
  17. Amin MB, Greene FL, Edge SB, et al. The Eighth Edition AJCC Cancer Staging Manual: Continuing to build a bridge from a population-based to a more “personalized” approach to cancer staging. CA Cancer J Clin. 2017; 67(2): 93–99, doi: 10.3322/caac.21388, indexed in Pubmed: 28094848.
  18. Darren G, Mallery P. SPSS for Windows Step by Step: A Simple Guide and Reference, 17.0 Update (10th ed). , Boston 2010.
  19. Sacks W. Lymphovascular Invasion Is a Predictor of Prognosis for Patients with Well-Differentiated Papillary Thyroid Carcinoma. Clin Thyroidol. 2017; 29(12): 478–481, doi: 10.1089/ct.2017;29.478-481.
  20. Hood JD, Cheresh DA. Role of integrins in cell invasion and migration. Nat Rev Cancer. 2002; 2(2): 91–100, doi: 10.1038/nrc727, indexed in Pubmed: 12635172.
  21. Guo W, Giancotti FG. Integrin signalling during tumour progression. Nat Rev Mol Cell Biol. 2004; 5(10): 816–826, doi: 10.1038/nrm1490, indexed in Pubmed: 15459662.
  22. Giancotti FG, Tarone G. Positional control of cell fate through joint integrin/receptor protein kinase signaling. Annu Rev Cell Dev Biol. 2003; 19: 173–206, doi: 10.1146/annurev.cellbio.19.031103.133334, indexed in Pubmed: 14570568.
  23. Giancotti FG. Targeting integrin beta4 for cancer and anti-angiogenic therapy. Trends Pharmacol Sci. 2007; 28(10): 506–511, doi: 10.1016/j.tips.2007.08.004, indexed in Pubmed: 17822782.
  24. Mariotti A, Kedeshian PA, Dans M, et al. EGF-R signaling through Fyn kinase disrupts the function of integrin alpha6beta4 at hemidesmosomes: role in epithelial cell migration and carcinoma invasion. J Cell Biol. 2001; 155(3): 447–458, doi: 10.1083/jcb.200105017, indexed in Pubmed: 11684709.
  25. Trusolino L, Bertotti A, Comoglio PM. A signaling adapter function for alpha6beta4 integrin in the control of HGF-dependent invasive growth. Cell. 2001; 107(5): 643–654, doi: 10.1016/s0092-8674(01)00567-0, indexed in Pubmed: 11733063.
  26. Guo W, Pylayeva Y, Pepe A, et al. Beta 4 integrin amplifies ErbB2 signaling to promote mammary tumorigenesis. Cell. 2006; 126(3): 489–502, doi: 10.1016/j.cell.2006.05.047, indexed in Pubmed: 16901783.
  27. Nikolopoulos SN, Blaikie P, Yoshioka T, et al. Integrin beta4 signaling promotes tumor angiogenesis. Cancer Cell. 2004; 6(5): 471–483, doi: 10.1016/j.ccr.2004.09.029, indexed in Pubmed: 15542431.
  28. Sharifi M, Zarrin B, Bahri Najafi M, et al. Integrin a6 b4 on Circulating Tumor Cells of Metastatic Breast Cancer Patients. Adv Biomed Res. 2021; 10: 16, doi: 10.4103/abr.abr_76_21, indexed in Pubmed: 34476224.
  29. Ruan S, Lin M, Zhu Y, et al. Integrin b4-Targeted Cancer Immunotherapies Inhibit Tumor Growth and Decrease Metastasis. Cancer Res. 2020; 80(4): 771–783, doi: 10.1158/0008-5472.CAN-19-1145, indexed in Pubmed: 31843981.
  30. Lohi J, Leivo I, Owaribe K, et al. Neoexpression of the epithelial adhesion complex antigens in thyroid tumours is associated with proliferation and squamous differentiation markers. J Pathol. 1998; 184(2): 191–196, doi: 10.1002/(sici)1096-9896(199802)184:2<191::aid-path991>3.0.co;2-s.
  31. Serini G, Trusolino L, Saggiorato E, et al. Changes in integrin and E-cadherin expression in neoplastic versus normal thyroid tissue. J Natl Cancer Inst. 1996; 88(7): 442–449, doi: 10.1093/jnci/88.7.442, indexed in Pubmed: 8618236.
  32. Li J, Jiang Yi, Chen C, et al. Integrin b4 Is an Effective and Efficient Marker in Synchronously Highlighting Lymphatic and Blood Vascular Invasion, and Perineural Aggression in Malignancy. Am J Surg Pathol. 2020; 44(5): 681–690, doi: 10.1097/PAS.0000000000001451, indexed in Pubmed: 32044807.
  33. Kitajiri SI, Hosaka N, Hiraumi H, et al. Increased expression of integrin beta-4 in papillary thyroid carcinoma with gross lymph node metastasis. Pathol Int. 2002; 52(7): 438–441, doi: 10.1046/j.1440-1827.2002.01379.x, indexed in Pubmed: 12167101.