Gallbladder cancer (GBC) is a highly malignant tumor with poorly understood etiology. An insight into phenotypic features of this malignancy may add to the knowledge of its carcinogenesis and pave the way to new therapeutic approaches. We assessed the expression of female sex hormone receptors (ERα, ERβ, PR), connective tissue growth factor (CTGF) and HER2 in GBC, and adjacent normal tissue (NT), and determined their prognostic impact. Immunohistochemical (IHC) expression of all biomarkers was performed in formalin-fixed, paraffin-embedded specimens in 60 Caucasian GBC patients (51 women and 9 men). ERβ, cytoPR and CTGF expression were found in 89%, 27%, 91% of GBC, and in 63%, 87%, 100% of NT, respectively. No ERα expression was found in GBC and NT. Strong (3+) HER2 expression by IHC or HER2 amplification was seen in five GBC (10.4%). A positive correlation was found between HER2 and CTGF and ERβ expression in GBC and matched NT. In the multivariate analysis, patient age >70 years, tumor size and ERβ expression in GBC was highly predictive for OS (p = 0.003). The correlation between HER2, CTGF and ERβ expression in GBC and NT may indicate the interaction of these pathways in physiological processes and gallbladder pathology.
Gallbladder cancer (GBC) is an aggressive malignant tumor originating from epithelial cells of the mucous membrane. The etiology of GBC is poorly understood, and its global prevalence is characterized by considerable regional variations1,2,3,4. The highest incidence is reported in Chile, India, Pakistan, Bolivia, Central Europe, Israel, and in Native Americans and Americans of Mexican origin1,2,3,4. The risk of developing GBC is higher in patients with chronic inflammatory processes caused by gallstones with resulting calcification of the gallbladder wall (“porcelain gallbladder”), and with infections such as Salmonella typhi or Salmonella paratyphi3,4,5. GBC is about two to six times more common in women compared to men, and its incidence steadily increases with age1,2,3,4,5.
Estrogens are key signaling molecules that regulate various physiological processes and play a major role in many pathological conditions, such as hormone-dependent cancers. Expression of female sex hormone receptors in GBC has been analyzed in a few studies including mainly Asian populations, and provided inconsistent results6,7,8,9,10,11,12,13,14. Several small studies demonstrated overexpression of human epidermal growth factor receptor type 2 (HER2) and HER gene amplifications or mutations15,16,17,18,19,20,21,22,23,24,25,26,27. Connective Tissue Growth Factor (CTGF) was found to be expressed in various stages of the GBC carcinogenesis28. GBC carries a poor prognosis and most patients succumb to their disease. An insight into phenotypic features of this tumor may add to the knowledge of its carcinogenesis and pave the way to new therapeutic approaches. In the present study we investigated the expression of female sex hormone receptors: estrogen receptor alpha (ERα), ER beta (ERβ) and progesterone (PR), as well as CTGF and HER2 in a relatively large group of Caucasian GBC patients. Additionally, we assessed prognostic value of these biomarkers.
The study group included 60 GBC Caucasian patients (51 women and 9 men). The average age of patients was 67 years (range, 31–97 years), median BMI was 26.2 (range, 17.7–4.3) and in 35 patients (58%) GBC coexisted with gallstones. The simple cholecystectomy or en bloc resection of gallbladder with segments IVb and V of the liver, with or without regional lymph node dissection was performed in 49 patients (82%). After a median follow-up of 8 months (range 0–167), 31 patients (52%) developed relapse, 29 of whom (48%) received palliative chemotherapy. All cases were diagnosed as adenocarcinoma, not otherwise specified. Pathologic stages T1, T2, T3 and T4 were found in 13 (22%), 23 (38%), 14 (23%) and 4 (6.7%) of patients, respectively, and in 6 patients (10%) pT status was not determined. Pathologic N0 and pN1 stages were seen in 11 (18%) and 13 (22%) of patients, respectively, and in 36 patients (60%) pN status was not determined. High (G3), intermediate (G2), and low-grade (G1) adenocarcinoma was diagnosed in 11 (18%), 29 (48%), and 11 (18%) of cases, respectively, and in nine patients (15%) grade was not determined (Table 1).
ERβ, cytoPR and CTGF expression was found in 40 (89%), 15 (27%) and 48 (91%) cases of GBC and in 22 (63%), 34 (87%) and 38 (100%) of NT, respectively (Table 2). No ERα or nuclear PR expression was found in GBC and in adjacent NT. Loss of tissue spots for ERβ, cytoPR, HER2 and CTGF analysis was 15 (25%), 5 (8.3%), 12 (20%), 7 (11.7%) in GBC and 25 (41.7%), 21 (35%), 21 (35%), 22 (36.7%) in adjacent NT, respectively. Compared to NT, GBC specimens showed higher expression of ERβ (p < 0.01), and lower expression of HER2 (H-score) and cytoPR (p < 0.01 and p < 0.01, respectively). IHC HER2 2+ expression was found in 6 (13%) and 6 (15%) of GBC and NT, respectively. IHC HER2 3+ or 2+ expression and HER2 amplification was seen in five GBC (10.4%; Fig. 1C,D,F). Intermediate HER2 expression (HER2 2+) was also found in six normal NT, none of which with HER2 gene amplification by FISH (Table 2). There was no significant difference in the expression of CTGF between GBC and NT (p = 0.16). A positive correlation was found between HER2 and CTGF expression in GBC and matched NT (p = 0.003 and p < 0.001, respectively). ERβ and HER2 expression in GBC and in matched NT showed a borderline correlation (p = 0.056 p = 0.052, respectively). Expression of cytoPR in NT was higher in patients with gallstones (p = 0.04). There was no association between ERβ, cytoPR, HER2 and CTGF expression in GBC and the presence of gallstones (p = 0.39; p = 1.0; p = 1.0; p = 0.17; p = 1.0, respectively).
Median overall survival was 13.6 months (range, 1–167). In the univariate analysis, age above 70 years (HR = 1.88; 95%CI 1.07–3.29; p = 0.03) and pT stage (HR = 1.43; 95%CI 1.03–1.99; p = 0.03) were correlated with shorter OS (Fig. 2A,B). Expression of ERβ in GBC was correlated with shorter (p = 0.02), and in NT with longer OS (p = 0.03) (Fig. 2C,D). HER2 expression in GBC did not impact OS (p = 0.12). In the multivariate analysis, shorter OS was correlated with age above 70 years, higher pT stage, and expression of ERβ in GBC (p = 0.003).
We have performed a comprehensive analysis of female sex hormone receptors, HER2 and CTGF in GBC and in adjacent NT in a relatively large group of Caucasian patients. The lack of ERα expression in GBC and in adjacent NT confirms the results of studies published after 200712,13,14. ER expression demonstrated in some earlier reports was likely due to nonspecific staining with antibodies involving both ERα and ERβ receptors6,7,8,9,10,11. In these studies ER expression was demonstrated in both metaplasia, and GBC, irrespective of its differentiation6,7,9. The prognostic value of ER expression in GBC is contradictory. Two studies from India suggested that the expression of ER and PR in GBC does not have an impact on the prognosis12,13. In our study ERβ expression in GBC was correlated with a shorter OS, and in NT with a longer OS. This finding is intriguing but may be incidental owing to multiple comparisons. In some malignancies, including breast, ovarian and prostate cancers, ERβ plays a suppressive and anti-proliferative roles29,30. In contrast to ERβ, expression of cytoPR was higher in NT compared to GBC, and was associated with the co-existence of gallstones. Additionally, cytoPR expression was negatively correlated with CTGF expression. A few studies demonstrated PR expression (including cytoPR) in GBC6,11,12. In the Baskaran et al. study11 PR was more often expressed in neoplastic compared to benign lesions, and in the Nakamura et al. study6, PR expression was lower in the metaplasia and high-grade GBC. Some studies did not demonstrate PR expression in GBC, which may be related to the use of antibodies detecting only nuclear PR expression (PR-A isoform), whereas isoform B (PR-B) is also expresses in the cell cytoplasm13,14,31. The different functions of three PR isoforms (A, B, and C) are well recognized in breast cancer32,33,34. PR-B activates expression of progesterone-dependent genes by palindromic-progesterone-response DNA elements related to the metabolism of sex hormones32,33,34.
High expression of ERβ GBC found in this study supports a possible role of anti-estrogen therapy in GBC, probably with a different approach than in breast cancer though. In obese postmenopausal women, adipose tissue is the main source of estrogen biosynthesis, and this hormone has been shown to increase cholesterol level in bile and decrease gallbladder contractility35. Likewise, physiological processes in premenopausal women, such as menstrual cycle phase and pregnancy, or contraceptive use, are accompanied by changes of gallbladder functions and increased gallstone formation36,37. A recent study postulated that cholesterol gallstones in women are related to differences in liver cholesterol metabolism in response to estrogen, a process mediated by up-regulating of the ESR1 (ERα coding gene) expression38. In other study ESR1 polymorphic variants: IVS1-397C > T, ESR1 IVS1-351A > G and ESR2-789 A > C correlated with GBC risk, mediated through gallstone dependent pathway39.
Tamoxifen is the oldest and most-prescribed selective estrogen receptor modulator in breast cancer patients. A Turkish study demonstrated increased risk of gallstone formation in postmenopausal breast cancer patients administered tamoxifen40, but this effect was not confirmed in another study performed in India41. Interestingly, patients with ESR1-mutated breast cancer showed better response to fulvestrant, a hormonal protein degrader, compared to aromatase inhibitors42. Further research is warranted to assess the fulvestrant activity in GBC.
The present study did not show different CTGF expression in GBC and adjacent NT, or the prognostic value of this biomarker. The role of CTGF in GBC progression and its favorable prognostic impact was earlier reported in a Chilean study28. This effect may be attributed to the stromal response to the neoplastic process in an autocrine or paracrine manner28. Inconsistent results of both studies may be due to different etiology of GBC in the Latin American and Caucasian populations3,4,6.
HER2 overexpression or gene amplification occur in 12–15% of GBC15,20,22,23,24,25. In our study, using the breast cancer criteria, IHC 2+ or 3+ expression was found in 15% of cases, more than a half of which (8.3%) showed a true HER2 positivity (IHC 3+ expression or FISH amplification). Aberrant HER family signaling may be important in the development and progression of GBC15,20. Some studies reported adverse prognostic impact of HER2 expression16,23,24,25,26,43, but others, including ours, did not show such correlation27,44. A few studies have investigated anti-HER2 therapy in advanced GBC45,46,47,48,49. This approach was also attempted in bilary tract cancer (BTC) patients. Two phase II studies in unselected BTC patients did not show lapatinib activity45,46. In the MyPathway trial including seven HER2-positive BTC patients treated with the combination of the anti-HER2 antibodies, trastuzumab and pertuzumab, the objective response rate was 29%47. In the NCT02675829 clinical trial, the response rate for ado-trastuzumab emtansine in HER2 amplified BTC patients was 17%48. Recently, a basket trial showed the activity of a pan-HER tyrosine kinase inhibitor neratinib in HER2-mutant BTC patients49. In our study expression of HER2 and CTGF in GBC was positively correlated with their expression in surrounding NT. This finding may suggest a connection between these pathways in both physiological and pathological processes of the gallbladder. For example, in breast cancer, there is a progestin-independent relationship between the pathways for steroid receptors and growth factor receptors50.
Similarly to other GBC studies, age over 70 years and higher pT stage adversely impacted OS1,2,3,4,5.
Our study contributes to the current knowledge on the biology of GBC, but owing to its retrospective nature and the relatively small group of patients, should be interpreted cautiously. In recent years, somatic profiling with next-generation sequencing has identified several genes, including TP53, SMAD4 and KRAS, which seem to play a role in GBC carcinogenesis51,52,53. At present, a number of agents targeting new pathways are being investigated in clinical trials in GBC patients. Our tissue material and clinical database may be exploited in future scientific projects.
Materials and Methods
This study was approved by the Institutional Review Board of the coordinating center, the Military Institute of Medicine in Warsaw, Poland. The patients were diagnosed and underwent surgery between 2004 and 2016 in four oncology centers in Poland. Demographic, clinicopathologic, and clinical follow-up data were extracted from medical records. All data were coded to secure full protection of personal information, therefore, patient consent was not sought. All research was performed in accordance with relevant guidelines and regulations.
The starting material from each patient was an archival formalin-fixed, paraffin-embedded (FFPE) surgical specimen of the primary GBC. The pathologic diagnosis was confirmed by a board-certified pathologist (RP) who reviewed FFPE tissue sections stained with hematoxylin and eosin. A representative paraffin block from each specimen was chosen for immunohistochemical analysis (IHC). The two biopsy specimens of GBC and surrounding NT (“tissue core”) were placed on the previously prepared tissue-free paraffin blocks (“recipients”). Tissue microarrays were constructed using Manual Tissue Arrayer I by Beecher Instruments (MTAI, K7 BioSystems). IHC was performed on 4 μm thick tissue microarray sections. The staining was conducted according to the manufacturers’ protocols (Table 3). ERα, ERβ and PR were evaluated in the cell nuclei or/and cytoplasm. The occurrence of nuclear and/or cytoplasmatic ERα, ERβ, PR reaction in at least 1% cells was considered a positive reaction. CTGF expression was evaluated in the cytoplasm and cell membrane, and HER2 expression in the cell membrane. For all biomarkers the intensity of staining was defined as weak (1), moderate (2), or strong (3). The H-score was calculated for each biomarker by the formula: 3 × % strong cellular staining (cytoplasmic, nuclear and/or membranous) + 2 × % moderate staining + 1 × % weak staining. This made a range of 0–300. Additionally, ERα, ERβ and PR were scored by the Allred method. This system is graded on a scale of 0 to 8, with 0 indicating a completely negative result and 2 to 8 used as a means of semiquantifying the immunoreactivity54. Based on breast cancer criteria for HER2-positivity only samples showing strong expression (scored 3 IHC), defined as uniform and intense membrane staining of at least 10% of invasive tumor cells, were considered positive. The samples showing intermediate expression (scored 2 IHC) were subjected to additional analysis of HER2 gene copy number using fluorescence in situ hybridization (FISH). Gene amplification by FISH was defined as a FISH ratio (HER2/centromeric probe for chromosome 17 ratio) of greater than 2.0. FISH-positive patients were considered HER2-positive55. Figure 1 shows examples of positive control staining for ERβ, cytoPR, HER2 (2+), HER2 (3+), CTGF and HER2 gene amplification.
The statistical analysis was conducted using statistical environment R, rev. 3.4.3., on the basis of data contained in a study-dedicated database. This analysis included all available clinical and pathological variables. Expression of individual biomarkers was compared using the intraclass correlation coefficient (ICC), assuming kappa <0.4 as weak, ≥0.4 as sufficient, ≥0.6 as good and ≥0.75 as optimal correlation, and with Kendall tau test — ICC package. The Mann-Whitney-Wilcoxon test was used to compare biomarker expression between GBC and surrounding NT. Overall survival (OS) was computed using the Kaplan-Meier method, starting from GBC diagnosis to the date of death or the last follow up. Univariate and multivariate analyses were performed using the log-rank test, Wilcoxon test, and Cox proportional hazard and logistic regression.
Siegel, R. L., Miller, K. D. & Jemal, A. Cancer statistics, 2018. CA Cancer J. Clin. 68, 7–30 (2018).
Randi, G., Franceschi, S. & La Vecchia, C. Gallbladder cancer worldwide: geographical distribution and risk factors. Int. J. Cancer. 118, 1591–1602 (2006).
Goetze, T. O. Gallbladder carcinoma: Prognostic factors and therapeutic options. World J. Gastroenterol. 21, 12211–12217 (2015).
Hundal, R. & Shaffer, E. A. Gallbladder cancer: epidemiology and outcome. Clin. Epidemiol. 6, 99–109 (2014).
Espinoza, J. A. et al. The inflammatory inception of gallbladder cancer. Biochim. Biophys. Acta. 1865, 245–254 (2016).
Nakamura, S., Muro, H. & Suzuki, S. Estrogen and progesterone receptors in gallbladder cancer. Jpn. J. Surg. 19, 189–194 (1989).
Yamamoto, M., Nakajo, S. & Tahara, E. Immunohistochemical analysis of estrogen receptors in human gallbladder. Acta Pathol. Jpn. 40, 14–21 (1990).
Ko, C. Y., Schmit, P., Cheng, L. & Thompson, J. E. Estrogen receptors in gallbladder cancer: detection by an improved immunohistochemical assay. Am. Surg. 61, 930–933 (1995).
Malik, I. A. et al. Immuno-histochemical analysis of estrogen receptors on the malignant gallbladder tissue. J. Pak. Med. Assoc. 48, 123–126 (1998).
Sumi, K., Matsuyama, S., Kitajima, Y. & Miyazaki, K. Loss of estrogen receptor beta expression at cancer front correlates with tumor progression and poor prognosis of gallbladder cancer. Oncol. Rep. 12, 979–984 (2004).
Baskaran, V., Vij, U., Sahni, P., Tandon, R. K. & Nundy, S. Do the progesterone receptors have a role to play in gallbladder cancer? Int. J. Gastrointest. Cancer. 35, 61–68 (2005).
Shukla, P. J. et al. Is there a role for estrogen and progesterone receptors in gall bladder cancer? HPB . 9, 285–288 (2007).
Park, J. S. et al. Estrogen receptor alpha, estrogen receptor beta, and progesterone receptor as possible prognostic factor in radically resected gallbladder carcinoma. J. Surg. Res. 152, 104–110 (2009).
Albores-Saavedra, J., Henson, D. E., Moran-Portela, D. & Lino-Silva, S. Cribriform carcinoma of the gallbladder: a clinicopathologic study of 7 cases. Am. J. Surg. Pathol. 32, 1694–1698 (2008).
Roa, I. et al. Overexpression of the HER2/neu gene: a new therapeutic possibility for patients with advanced gallbladder cancer. Gastrointest. Cancer Res. 7, 42–48 (2014).
Singh, A. et al. Prognostic significance of HER-2 and p53 expression in gallbladder carcinoma in North Indian patients. Oncology. 91, 354–360 (2016).
Matsuyama, S. et al. Gallbladder cancers rarely overexpress HER-2/neu, demonstrated by Hercep test. Oncol. Rep. 11, 815–819 (2004).
Kim, Y. W. et al. Expression of the c-erb-B2 and p53 protein in gallbladder carcinomas. Oncol. Rep. 8, 1127–1132 (2001).
Harder, J. et al. EGFR and HER2 expression in advanced biliary tract cancer. World J. Gastroenterol. 2009 15, 4511–4517 (2009).
Kawamoto, T. et al. Overexpression and gene amplification of EGFR, HER2, and HER3 in biliary tract carcinomas, and the possibility for therapy with the HER2-targeting antibody pertuzumab. J. Gastroenterol. 50, 467–479 (2015).
Li, M. et al. Whole-exome and targeted gene sequencing of gallbladder carcinoma identifies recurrent mutations in the ErbB pathway. Nat. Genet. 46, 872–876 (2014).
Yan, M. et al. HER2 expression status in diverse cancers: review of results from 37,992 patients. Cancer Metastasis Rev. 34, 157–164 (2015).
Pujani, M. et al. Expression of human epidermal growth factor receptor (Her 2/neu) and proliferative marker Ki-67: association with clinicopathological parameters in gallbladder carcinoma. Asian Pac. J. Cancer Prev. 17, 3903–3909 (2016).
Shafizadeh, N., Grenert, J. P., Sahai, V. & Kakar, S. Epidermal growth factor receptor and HER-2/neu status by immunohistochemistry and fluorescence in situ hybridization in adenocarcinomas of the biliary tree and gallbladder. Hum. Pathol. 41, 485–492 (2010).
Ooi, A. et al. Gene amplification of Myc and its coamplification with ERBB2 and EGFR in gallbladder adenocarcinoma. Anticancer. Res. 29, 19–26 (2009).
Chaube, A., Tewari, M., Garbyal, R. S., Singh, U. & Shukla, H. S. Preliminary study of p53 and c-erbB-2 expression in gallbladder cancer in Indian patients manuscript. BMC Cancer. 6, 126 (2006).
Suzuki, T., Takano, Y., Kakita, A. & Okudaira, M. An immunohistochemical and molecular biological study of c-erbB-2 amplification and prognostic relevance in gallbladder cancer. Pathol. Res. Pract. 189, 283–292 (1993).
Garcia, P. et al. Connective tissue growth factor immunohistochemical expression is associated with gallbladder cancer progression. Arch. Pathol. Lab. Med. 137, 245–250 (2013).
Lazennec, G. Estrogen receptor beta, a possible tumor suppressor involved in ovarian carcinogenesis. Cancer Lett. 231, 151–157 (2006).
Omoto, Y. & Iwase, H. Clinical significance of estrogen receptor β in breast and prostate cancer from biological aspects. Cancer Sci. 106, 337–343 (2015).
Leslie, K. K. et al. Progesterone receptor isoform identification and subcellular localization in endometrial cancer. Gynecol. Oncol. 96, 32–41 (2005).
Richer, J. K. et al. Differential gene regulation by the two progesterone receptor isoforms in human breast cancer cells. J. Biol. Chem. 277, 5209–5218 (2002).
Piasecka, D., Składanowski, A. C., Kordek, R., Romańska, H. M. & Sądej, R. Aspects of progesterone receptor (PR) activity regulation - impact on breast cancer progression. Postepy Biochem. 61, 198–206 (2015).
Scarpin, K. M., Graham, J. D., Mote, P. A. & Clarke, C. L. Progesterone action in human tissues: regulation by progesterone receptor (PR) isoform expression, nuclear positioning and coregulator expression. Nucl. Recept. Signal. 7, e009 (2009).
Cleary, M. P. & Grossmann, M. E. Obesity and breast cancer: the estrogen connection. Endocrinology. 150, 2537–2542 (2009).
Everson, G. T., McKinley, C., Lawson, M., Johnson, M. & Kern, F. Jr. Gallbladder function in the human female: effect of the ovulatory cycle, pregnancy, and contraceptive steroids. Gastroenterology. 82, 711–719 (1982).
Pandey, M. & Shukla, V. K. Lifestyle, parity, menstrual and reproductive factors and risk of gallbladder cancer. Eur. J. Cancer Prev. 12, 269–272 (2003).
Wang, H. H., Portincasa, P. & Wang, D. Q.-H. Molecular pathophysiology and physical chemistry of cholesterol gallstones. Front. Biosci. 13, 401–423 (2008).
Srivastava, A., Sharma, K. L., Srivastava, N., Misra, S. & Mittal, B. Significant role of estrogen and progesterone receptor sequence variants in gallbladder cancer predisposition: a multi-analytical strategy. PLoS One. 7, e40162 (2012).
Akin, M. L. et al. Tamoxifen and gallstone formation in postmenopausal breast cancer patients: retrospective cohort study. World J. Surg. 27, 395–399 (2003).
Mohamed, A., Kadambari, D. & Bhuvaneswari, V. Tamoxifen use and gallstone formation in postmenopausal breast cancer patients in south Indian population. Indian. J. Cancer. 46, 151–154 (2009).
Fribbens, C. et al. Plasma ESR1 mutations and the treatment of estrogen receptor-positive advanced breast cancer. J. Clin. Oncol. 34, 2961–2968 (2016).
Nakazawa, K. et al. Amplification and overexpression of c-erbB-2, epidermal growth factor receptor, and c-met in biliary tract cancers. J. Pathol. 206, 356–365 (2005).
Balañá, M. E., Lupu, R., Labriola, L., Charreau, E. H. & Elizalde, P. V. Interactions between progestins and heregulin (HRG) signaling pathways: HRG acts as mediator of progestins proliferative effects in mouse mammary adenocarcinomas. Oncogene. 18, 6370–6379 (1999).
Peck, J. et al. HER2/neu may not be an interesting target in biliary cancers: results of an early phase II study with lapatinib. Oncology. 82, 175–179 (2012).
Ramanathan, R. K. et al. A phase II study of lapatinib in patients with advanced biliary tree and hepatocellular cancer. Cancer Chemother. Pharmacol. 64, 777–783 (2009).
Hainsworth, J. D. et al. Targeted Therapy for Advanced Solid Tumors on the Basis of Molecular Profiles: Results From MyPathway, an Open- Label, Phase IIa Multiple Basket Study. J. Clin. Oncol. 36, 536–542 (2018).
Li, B. T. et al. A multi-histology basket trial of ado-trastuzumab emtansine in patients with HER2 amplified cancers. J. Clin. Oncol. 36, 2502 (2018).
Hyman, D. M. et al. HER kinase inhibition in patients with HER2- and HER3-mutant cancers. Nature. 554, 189–194 (2018).
Hezel, A. F., Deshpande, V. & Zhu, A. X. Genetics of biliary tract cancers and emerging targeted therapies. J. Clin. Oncol. 28, 3531–3540 (2010).
Yadav, S. et al. Targeted gene sequencing of gallbladder carcinoma identifies high-impact somatic and rare germline mutations. Cancer Genomics Proteomics. 14, 495–506 (2017).
Javle, M. et al. Molecular characterization of gallbladder cancer using somatic mutation profiling. Hum. Pathol. 45, 701–708 (2014).
Wardell, C. P. et al. Genomic characterization of biliary tract cancers identifies driver genes and predisposing mutations. J. Hepatol. 68, 959–969 (2018).
Cohen, D. A. et al. Interobserver agreement among pathologists for semiquantitative hormone receptor scoring in breast carcinoma. Am. J. Clin. Pathol. 138, 796–802 (2012).
Duchnowska, R. et al. Predicting early brain metastases based on clinicopathological factors and gene expression analysis in advanced HER2-positive breast cancer patients. J. Neurooncol. 122, 205–216 (2015).
The authors wish to thank Mr. Artur Żok for graphics preparation and Prof. Ben Stanley for linguistic check. This work was supported by the Military Institute of Medicine in Warsaw, Poland structural and statutory funding No. WIM/404.
The authors declare no competing interests.
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Hryciuk, B., Pęksa, R., Bieńkowski, M. et al. Expression of Female Sex Hormone Receptors, Connective Tissue Growth Factor and HER2 in Gallbladder Cancer. Sci Rep 10, 1871 (2020). https://doi.org/10.1038/s41598-020-58777-y
This article is cited by
Identification of drivers of breast cancer invasion by secretome analysis: insight into CTGF signaling
Scientific Reports (2020)
By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.