Abstract
Background
The clinicopathological and prognostic significance of programmed cell death ligand 1 (PD-L1) expression in patients with esophageal squamous cell carcinoma (ESCC) remains controversial. To investigate this question, we conducted a meta-analysis.
Methods
A comprehensive literature search of electronic databases (up to July 10, 2016) was performed for relevant studies using multiple search strategies. Correlation between PD-L1 expression and clinicopathological features/overall survival (OS) was analyzed.
Results
A total of 1,350 ESCC patients from eight studies were included. The pooled odds ratios (ORs) indicated that none of the clinicopathological characteristics was correlated with PD-L1 expression, including gender [OR =0.84; 95% confidence interval (CI): 0.59–1.18; P=0.31], histological differentiation (OR =1.33; 95% CI: 0.95–1.85; P=0.09), tumor depth (OR =0.66; 95% CI: 0.33–1.35; P=0.26), status of lymph node metastasis (OR =0.67; 95% CI: 0.30–1.52; P=0.34), distal metastasis (OR =0.66; 95% CI: 0.40–1.09; P=0.10) and tumor node metastasis (TNM) stage (OR =0.93; 95% CI: 0.49–1.75; P=0.82). The combined hazard ratio (HR) for OS showed a trend that overexpression of PD-L1 might be associated with the survival outcome of ESCC, though the difference was not statistically significant (HR =1.65; 95% CI 0.95–2.85; P=0.07).
Conclusions
Based on the published studies, PD-L1 overexpression in ESCC was not associated with common clinicopathological characteristics. PD-L1 might be a poor prognostic biomarker for ESCC. Further large-scale research should be performed to reveal the precise clinicopathological and prognostic significance of PD-L1 in ESCC by unified testing standard.
Keywords: Meta-analysis, esophageal squamous cell carcinoma (ESCC), programmed cell death ligand 1 (PD-L1), prognosis
Introduction
Esophageal squamous cell carcinoma (ESCC), which is most common in Asia, Southern and Eastern Africa, is one of the predominant histological types of esophageal cancer (1,2). Though the advances in multidisciplinary therapeutic strategies have improved the prognosis of ESCC, overall outcome is still dismal and novel approaches of treatment are needed.
Programmed cell death ligand 1 (PD-L1) and its receptor, programmed cell death 1 (PD-1), are key immune checkpoint proteins and play crucial roles in tumor immune escape (3). PD-L1 expressed on cancer cells can inhibit T-cell activation, maintain the exhaustion of T cell, impairing cytokine production, and induce the apoptosis of effector T cells which eventually result in the growth of tumor (4,5). The overexpression of PD-L1 was reported to be associated with poor prognosis and the resistance to anticancer therapies (6-8). Recent clinical studies have shown promising clinical activity of PD-1- or PD-L1-targeting antibodies in certain malignancies, including esophageal cancer (9-11). Researches also demonstrated that PD-L1 protein expression on cancer cells may predict favorable response to anti-PD-1/PD-L1 therapy (10,12-14).
Several studies have investigated the expression of PD-L1 in esophageal cancer, whereas some conflicting results on the prevalence and the prognostic role of PD-L1 were present (15-26). Whether diversity in these data has been due to limited sample size or genuine heterogeneity is still confused. Therefore, we carry out a meta-analysis to clarify this issue.
Methods
Search strategy
A comprehensive literature search of electronic databases PubMed, Embase, Web of Science and China National Knowledge Infrastructure (CNKI) was performed up to July 10, 2016. Studies were selected using the following search terms: ‘esophageal or oesophageal’ and ‘cancer or neoplasm or carcinoma’ and ‘PD-L1 or programmed cell death ligand 1’. The references of articles and reviews were also manually searched for additional studies. The eligible reports were identified by two reviewers (HX Qu and LP Zhao), and controversial studies were adjudicated by a third reviewer (XJ Jiang).
Selection criteria
We collected all eligible articles about relationship between PD-L1 expression and clinicopathological features or clinic outcome of ESCC in this meta-analysis. Studies meeting the following inclusion criteria were included: (I) PD-L1 protein expression evaluated in the primary ESCC tissues; (II) research that revealed the relationship between PD-L1 expression and clinicopathological parameters or prognosis of ESCC; (III) studies regarding the prognosis provided sufficient information to estimate hazard ratio (HR) about overall survival (OS) and 95% confidence interval (CI); (IV) if there were multiple articles based on similar populations, only the largest or the most recent article was included. The exclusion criteria included the following: (I) letters, reviews, case reports, conference abstracts, editorials and expert opinion; (II) patients had received previous chemotherapy or radiotherapy.
Data extraction
Two investigators (SH Zhan and CX Geng) independently extracted data from eligible studies. Disagreements were resolved by discussion and consensus. Two investigators reviewed all of researches that met inclusion and exclusion criteria. The following information was recorded for each study: name of the first author, year of publication, sample source, number of cases, detection methods, clinicopathological parameters, tumor node metastasis (TNM) stage, definition of PD-L1 positive and survival of patients. If the HR or standard errors (SEs) were not reported in included studies, we calculate or estimate the HR from available data or Kaplan-Meier curves using the methods reported by Tierney et al. (27).
Assessment of study quality
Two authors (HX Qu and LP Zhao) independently assessed the quality of all studies on the basis of a 9-scores system of the Newcastle-Ottawa Scale (NOS) (28). Discrepancies in the score were resolved through discussion between the authors. Each study included in the meta-analysis was judged on three broad perspectives: (I) the selection of the groups of study (four items, one score each); (II) the comparability (one item, up to two scores); and (III) the ascertainment of either the exposure or outcome of interest (three items, one score each). A score presents a high quality choice of individual study.
Statistical analysis
Analysis was performed using the Stata 12.0 (Stata Corporation, Texas, US) and Review Manager 5.2 (Cochrane Collaboration, Oxford, UK). Comparisons of dichotomous measures were performed by pooled estimates of odds ratios (ORs), as well as their 95% CI. A P value <0.05 was considered as statistical significance. Heterogeneity was tested using the chi-square test with significance being set at P<0.10, the total variation among studies was estimated by I-Square. If there was heterogeneity among studies, we used a random effect model to pool the ORs; otherwise, a fixed effect model was selected. The potential for publication bias was assessed using the Begg’s rank correlation method and the Egger’s weighted regression method.
Results
Search results
Twenty articles were identified using the search strategy above. Twelve of those were excluded due to laboratory studies, insufficient primary outcome data, non-original articles (review), irrelevant study to the current analysis, or research of patients that received previous chemotherapy or radiotherapy. Finally, there were eight studies (15-22) included in final meta-analysis (Figure 1).
Study characteristics
Eight studies published from 2014 to 2016 were eligible for meta-analysis. Their characteristics were summarized in Table 1. A total of 1,350 patients from China and Japan were enrolled. PD-L1 overexpression was found in 559 patients (41.4%). Immunohistochemistry (IHC) was the only method used to evaluate the expression of PD-L1 in ESCC specimens. The definition of PD-L1 positive staining varied among the studies.
Table 1. Characteristics of eligible studies.
First author | Year | Origin | Study period | Cases | Method | Antibody source | Dilution | PD-L1 distribution | Counting method | Definition of PD-L1 positive | Scores of study quality |
---|---|---|---|---|---|---|---|---|---|---|---|
Chen | 2014 | China | 2005–2006 | 99 | IHC | NBP1-03220; Novus Biologicals, Littleton, CO, USA | 1:200 | Cytoplasm and membrane | Staining intensity score and percentage of positive cells | H-score >0 | 7 |
Ma | 2015 | China | 2010–2014 | 92 | IHC | 17952-1-AP, ProteinTech, IL, USA | 1:100 | Cytoplasm | Staining intensity score and percentage of positive cells | Score ≥2.0 | 6 |
Chen | 2016 | China | 2008–2012 | 536 | IHC | Clone SAB2900365, rabbit immunoglobulin G1, Sigma-Aldrich, Saint Louis, USA | 1:400 | Cytoplasm and membrane | Staining intensity score and percentage of positive cells | 5% of the tumor cells displayed at least moderate staining | 8 |
Chen | 2016 | China (Taiwan) | – | 162 | IHC | – | – | Cytoplasm and membrane | Staining intensity score and percentage of positive cells | IRS ≥2.0 | 5 |
Hatogai | 2016 | Japan | 2000–2011 | 196 | IHC | Clone E1L3N, Cell Signaling Technology, Cambridge, UK | – | Membrane | Percentage of positive cells | ≥1% | 7 |
Ito | 2016 | Japan | 1994–2007 | 90 | IHC | Cat. No. LS-B480, Lifespan Biosciences, Seattle, WA, USA | – | Cytoplasm and membrane | Staining intensity score and percentage of positive cells | Score ≥7.0 | 7 |
Leng | 2016 | China | 2008–2009 | 106 | IHC | No. ab58810; Abcam, Cambridge, MA, USA | 1:40 | Cytoplasm and membrane | Staining intensity score and percentage of positive cells | Score ≥4.0 | 6 |
Tanaka | 2016 | Japan | 1999–2012 | 69 | IHC | Clone 27A2; MBL, Woburn, MA, USA | – | Cytoplasm | Staining intensity score and percentage of positive cells | IRS ≥4.0 | 7 |
IHC, immunohistochemistry; PD-L1, programmed cell death ligand 1.
Qualitative assessment
The study quality was assessed using the Newcastle-Ottawa quality assessment scale, generating scores ranging from 6 to 8 (with a mean of 6.63), with a higher value indicating better methodology. The results of quality assessment are shown in Table 1.
Quantitative synthesis
PD-L1 expression and clinicopathological features
The association between PD-L1 and gender was investigated in six studies. It is found that PD-L1 expression was not different in male and female with ESCC (male vs. female, OR =0.84; 95% CI: 0.59–1.18; P=0.31) (Table 2).
Table 2. Relationship between PD-L1 protein expression and the clinicopathological feature.
Clinicopathological feature | Studies | Heterogeneity | OR (95% CI) | P value | |
---|---|---|---|---|---|
P value | I2 (%) | ||||
Gender | 6 | 0.470 | 0 | 0.84 (0.59–1.18) | 0.31 |
Differentiation | 5 | 0.100 | 48 | 1.33 (0.95–1.85) | 0.09 |
Tumor depth | 5 | 0.010 | 70 | 0.66 (0.33–1.35) | 0.26 |
Status of lymph node | 6 | <0.00001 | 85 | 0.67 (0.30–1.52) | 0.34 |
Metastasis | 5 | 0.940 | 0 | 0.66 (0.40–1.09) | 0.10 |
Stage | 5 | 0.005 | 73 | 0.93 (0.49–1.75) | 0.82 |
CI, confidence interval; PD-L1, programmed cell death ligand 1.
Five studies described PD-L1 expression according to histological differentiation. The combined OR revealed PD-L1 expression was not related to tumor differentiation (well/moderate vs. poor differentiation, OR =1.33; 95% CI: 0.95–1.85; P=0.09) (Table 2).
Five, six, five and five out of seven studies showed the relationship of PD-L1 expression to invasive depth of tumor, status of lymph node metastasis, distal metastasis and TNM stage respectively. The result of meta-analysis demonstrated PD-L1 expression was associated with none of these clinicopathological factors (tumor depth, OR =0.66, 95% CI: 0.33–1.35, P=0.26; status of lymph node, OR =0.67, 95% CI: 0.30–1.52, P=0.34; distal metastasis, OR =0.66, 95% CI: 0.40–1.09, P=0.10; TNM stage, OR =0.93, 95% CI: 0.49–1.75, P=0.82) (Table 2).
Heterogeneities were observed in all the analysis except for PD-L1 expression with gender and distal metastasis (Table 2), so random-effect models were used.
PD-L1 as a prognostic factor for ESCC
Seven of the eight studies included have estimated the relationship between OS and PD-L1 expression. The pooled HR for OS showed overexpression of PD-L1 tend to reduce the OS in ESCC, but the difference has no statistical significance (HR =1.65; 95% CI: 0.95–2.85; P=0.07) (Figure 2). A random-effect model was used in meta-analysis, because of heterogeneity between studies.
Publication bias
Egger’s and Begg’s test indicated no publication bias among these studies regarding HR about OS with P values of 0.317 and 0.230 respectively. The funnel plots were largely symmetric (Figure 3).
Discussion
PD-L1 was reported to play an important role in regulation of T-cell mediated anti-tumor response and impact the biological characteristics of tumor cells. Recent researches had found the expression of PD-L1 was associated with multiple clinicopathological features, prognosis and response to immune check-point targeted therapies in several solid tumors (29-32).
Previous studies have also been conducted to explore the clinicopathological and prognostic significance of PD-L1 expression in patients with esophageal cancer (15-26), some of them showed overexpression of PD-L1 is associated with certain clinicopathological factors and a poor prognosis, but the results were not confirmed by other studies. Besides, there is no pooled analysis of the data according to the pathological classification of esophageal cancer. The value of PD-L1 overexpression in ESCC is still unclear. For procuring a reasonable conclusion, we combined eight eligible studies including 1,350 cases to perform this meta-analysis.
Clinicopathological features, such as differentiation, tumor depth, status of lymph node metastasis and TNM stage, which were proved to be associated with poor prognosis of esophageal cancer (33-35), have been reported correlated with PD-L1 expression in ESCC by some independent researches. But most of them were not strongly confirmed by other studies. For instance, only one of the eight enrolled researches in our analysis showed PD-L1 expression was correlated with tumor differentiation (17). Two articles identified PD-L1 overexpression was related to deeper tumor invasion (15,21). With regards to status of lymph node metastasis and TNM stage, positive results were reported in four (15,17,19,22) and two (17,22) studies respectively. Interestingly, Chen et al. found PD-L1 overexpression was associated with better lymph node status and earlier stage (17), which was completely contrary to other studies. When we pooled the data together, none of the clinicopathological features (gender, differentiation, tumor depth, lymph node status and TNM stage) was associated with PD-L1 expression. The conclusion is not the same as conventional experiences of other tumors (36-39). Differences might be caused by the mechanism of PD-L1 in ESCC, inadequate sample size or variable definitions of PD-L1 expression. Further studied is needed to resolve this conflict.
Two former articles have meta-analyzed the relationship of expression status of PD-L1 and prognostic significance in esophageal cancer (31,32). Both studies demonstrated positive PD-L1 expression status in tumor cells is a risk factor for prognosis in esophageal cancer. However, none of them have a subgroup analysis according to the pathological classification of esophageal cancer. Two major histological types of esophageal cancer, ESCC and esophageal adenocarcinoma (EAC), have different etiology, origins of tumor cells, biological behaviors, growth pattern and prognosis. Though only one study suggested PD-L1 overexpression was associated with poor prognosis of EAC (25), inconsistent results were found in researches of ESCC. In our study, the pooled HR showed high expression of PD-L1 impaired the OS of ESCC (HR =1.65; 95% CI: 0.95–2.85), whereas the difference has no statistical significance (P=0.07).
Efforts were made to conduct a comprehensive analysis, but some limitations still should be acknowledged. First, unified criteria had not been established for determining the positive expression of PD-L1 in ESCC. Various definitions of PD-L1 positivity and diverse antibodies for detecting PD-L1 expression were used in enrolled researches, which would cause heterogeneity of the overall results. Secondly, some HRs of survival data in current analysis were calculated or estimated from available data or Kaplan-Meier curves, which may have compromised the precision of the data. Thirdly, all included studies were hold in East Asia (five studies in China and three in Japan). The results need to be confirmed in a wider range of population especially in western countries. Fourthly, the number of included studies is relatively small.
Conclusions
Our meta-analysis revealed PD-L1 expression in ESCC was not associated with common clinicopathological features, including gender, histological differentiation, tumor depth, status of lymph node metastasis, distal metastasis and TNM stage. A trend was found that positive PD-L1 expression might impair the survival outcome of ESCC, though the difference was not statistically significant. Further large-scale studies should be performed to have a deeper insight into the precise clinicopathological and prognostic significance of PD-L1 expression in ESCC by unified testing standard.
Acknowledgements
None.
Footnotes
Conflicts of Interest: The authors have no conflicts of interest to declare.
References
- 1.Schottenfeld D. Epidemiology of cancer of the esophagus. Semin Oncol 1984;11:92-100. [PubMed] [Google Scholar]
- 2.Pennathur A, Gibson MK, Jobe BA, et al. Oesophageal carcinoma. Lancet 2013;381:400-12. 10.1016/S0140-6736(12)60643-6 [DOI] [PubMed] [Google Scholar]
- 3.Butte MJ, Keir ME, Phamduy TB, et al. Programmed death-1 ligand 1 interacts specifically with the B7-1 costimulatory molecule to inhibit T cell responses. Immunity 2007;27:111-22. 10.1016/j.immuni.2007.05.016 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Dong H, Zhu G, Tamada K, et al. B7-H1, a third member of the B7 family, co-stimulates T-cell proliferation and interleukin-10 secretion. Nat Med 1999;5:1365-9. 10.1038/70932 [DOI] [PubMed] [Google Scholar]
- 5.Ceeraz S, Nowak EC, Noelle RJ. B7 family checkpoint regulators in immune regulation and disease. Trends Immunol 2013;34:556-63. 10.1016/j.it.2013.07.003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Ritprajak P, Azuma M. Intrinsic and extrinsic control of expression of the immunoregulatory molecule PD-L1 in epithelial cells and squamous cell carcinoma. Oral Oncol 2015;51:221-8. 10.1016/j.oraloncology.2014.11.014 [DOI] [PubMed] [Google Scholar]
- 7.Pilones KA, Vanpouille-Box C, Demaria S. Combination of radiotherapy and immune checkpoint inhibitors. Semin Radiat Oncol 2015;25:28-33. 10.1016/j.semradonc.2014.07.004 [DOI] [PubMed] [Google Scholar]
- 8.Afreen S, Dermime S. The immunoinhibitory B7-H1 molecule as a potential target in cancer: killing many birds with one stone. Hematol Oncol Stem Cell Ther 2014;7:1-17. 10.1016/j.hemonc.2013.09.005 [DOI] [PubMed] [Google Scholar]
- 9.Brahmer JR, Tykodi SS, Chow LQ, et al. Safety and activity of anti-PD-L1 antibody in patients with advanced cancer. N Engl J Med 2012;366:2455-65. 10.1056/NEJMoa1200694 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Topalian SL, Hodi FS, Brahmer JR, et al. Safety, activity, and immune correlates of anti-PD-1 antibody in cancer. N Engl J Med 2012;366:2443-54. 10.1056/NEJMoa1200690 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Doi T, Piha-Paul SA, Jalal SI, et al. Updated results for the advanced esophageal carcinoma cohort of the phase Ib KEYNOTE-028 study of pembrolizumab (MK-3475). J Clin Oncol 2016;34:abstr 7.
- 12.Sznol M, Chen L. Antagonist antibodies to PD-1 and B7-H1 (PD-L1) in the treatment of advanced human cancer. Clin Cancer Res 2013;19:1021-34. 10.1158/1078-0432.CCR-12-2063 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Spigel DR, Gettinger SN, Horn L, et al. Clinical activity, safety, and biomarkers of MPDL3280A, an engineered PD-L1 antibody in patients with locally advanced or metastatic non-small cell lung cancer (NSCLC). J Clin Oncol 2013;31:abstr 8008.
- 14.Garon EB, Balmanoukian A, Hamid O, et al. Preliminary clinical safety and activity of MK-3475 monotherapy for the treatment of previously treated patients with non-small cell lung cancer (NSCLC). 15th World Conference on Lung Cancer. Sydney, October 27-30, 2013. [Google Scholar]
- 15.Ito S, Okano S, Morita M, et al. Expression of PD-L1 and HLA Class I in Esophageal Squamous Cell Carcinoma: Prognostic Factors for Patient Outcome. Ann Surg Oncol 2016;23:508-15. 10.1245/s10434-016-5376-z [DOI] [PubMed] [Google Scholar]
- 16.Hatogai K, Kitano S, Fujii S, et al. Comprehensive immunohistochemical analysis of tumor microenvironment immune status in esophageal squamous cell carcinoma. Oncotarget 2016. [Epub ahead of print]. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Chen K, Cheng G, Zhang F, et al. Prognostic significance of programmed death-1 and programmed death-ligand 1 expression in patients with esophageal squamous cell carcinoma. Oncotarget 2016;7:30772-80. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Tanaka K, Miyata H, Sugimura K, et al. Negative influence of programmed death-1-ligands on the survival of esophageal cancer patients treated with chemotherapy. Cancer Sci 2016;107:726-33. 10.1111/cas.12938 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Chen MF, Chen PT, Chen WC, et al. The role of PD-L1 in the radiation response and prognosis for esophageal squamous cell carcinoma related to IL-6 and T-cell immunosuppression. Oncotarget 2016;7:7913-24. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Leng C, Li Y, Qin J, et al. Relationship between expression of PD-L1 and PD-L2 on esophageal squamous cell carcinoma and the antitumor effects of CD8+ T cells. Oncol Rep 2016;35:699-708. [DOI] [PubMed] [Google Scholar]
- 21.Chen L, Deng H, Lu M, et al. B7-H1 expression associates with tumor invasion and predicts patient's survival in human esophageal cancer. Int J Clin Exp Pathol 2014;7:6015-23. [PMC free article] [PubMed] [Google Scholar]
- 22.Ma LL, Li SX, Bi ZB. PD-L1 and PD-L2 is overexpressed and associated with invasion and metastasis in esophageal squamous cell carcinoma. Chinese Journal of Cellular and Molecular Immunology 2015:31:1112-4. [Google Scholar]
- 23.Lim SH, Hong M, Ahn S, et al. Changes in tumour expression of programmed death-ligand 1 after neoadjuvant concurrent chemoradiotherapy in patients with squamous oesophageal cancer. Eur J Cancer 2016;52:1-9. 10.1016/j.ejca.2015.09.019 [DOI] [PubMed] [Google Scholar]
- 24.Derks S, Nason KS, Liao X, et al. Epithelial PD-L2 Expression Marks Barrett's Esophagus and Esophageal Adenocarcinoma. Cancer Immunol Res 2015;3:1123-9. 10.1158/2326-6066.CIR-15-0046 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Loos M, Langer R, Schuster T, et al. Clinical significance of the costimulatory molecule B7-H1 in Barrett carcinoma. Ann Thorac Surg 2011;91:1025-31. 10.1016/j.athoracsur.2010.12.041 [DOI] [PubMed] [Google Scholar]
- 26.Ohigashi Y, Sho M, Yamada Y, et al. Clinical significance of programmed death-1 ligand-1 and programmed death-1 ligand-2 expression in human esophageal cancer. Clin Cancer Res 2005;11:2947-53. 10.1158/1078-0432.CCR-04-1469 [DOI] [PubMed] [Google Scholar]
- 27.Tierney JF, Stewart LA, Ghersi D, et al. Practical methods for incorporating summary time-to-event data into meta-analysis. Trials 2007;8:16. 10.1186/1745-6215-8-16 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Wells GA, Shea B, O’Connell D, et al. The Newcatsle-Ottawa Scale (NOS) for assessing the quality of nonrandomised studies in meta-analysis. Available online: http://www.ohri.ca/programs/clinical_epidemiology/oxford.asp
- 29.Wang X, Teng F, Kong L, et al. PD-L1 expression in human cancers and its association with clinical outcomes. Onco Targets Ther 2016;9:5023-39. 10.2147/OTT.S105862 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Pyo JS, Kang G, Kim JY. Prognostic role of PD-L1 in malignant solid tumors: a meta-analysis. Int J Biol Markers 2016. [Epub ahead of print]. 10.5301/JBM.2016.16048 [DOI] [PubMed] [Google Scholar]
- 31.Huang B, Chen L, Bao C, et al. The expression status and prognostic significance of programmed cell death 1 ligand 1 in gastrointestinal tract cancer: a systematic review and meta-analysis. Onco Targets Ther 2015;8:2617-25. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Wu P, Wu D, Li L, et al. PD-L1 and Survival in Solid Tumors: A Meta-Analysis. PLoS One 2015;10:e0131403. 10.1371/journal.pone.0131403 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Christein JD, Hollinger EF, Millikan KW. Prognostic factors associated with resectable carcinoma of the esophagus. Am Surg 2002;68:258-62; discussion 262-3. [PubMed] [Google Scholar]
- 34.Torres CM, Wang HH, Turner JR, et al. Pathologic prognostic factors in esophageal squamous cell carcinoma: a follow-up study of 74 patients with or without preoperative chemoradiation therapy. Mod Pathol 1999;12:961-8. [PubMed] [Google Scholar]
- 35.Böttger T, Dutkowski P, Kirkpatrick CJ, et al. Prognostic significance of tumor ploidy and histomorphological parameters in adenocarcinoma of Barrett's esophagus. Dig Surg 1999;16:180-5. 10.1159/000018724 [DOI] [PubMed] [Google Scholar]
- 36.Guo Y, Yu P, Liu Z, et al. Prognostic and Clinicopathological Value of Programmed Death Ligand-1 in Breast Cancer: A Meta-Analysis. PLoS One 2016;11:e0156323. 10.1371/journal.pone.0156323 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Lin Z, Xu Y, Zhang Y, et al. The prevalence and clinicopathological features of programmed death-ligand 1 (PD-L1) expression: a pooled analysis of literatures. Oncotarget 2016;7:15033-46. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Xu F, Xu L, Wang Q, et al. Clinicopathological and prognostic value of programmed death ligand-1 (PD-L1) in renal cell carcinoma: a meta-analysis. Int J Clin Exp Med 2015;8:14595-603. [PMC free article] [PubMed] [Google Scholar]
- 39.Pan ZK, Ye F, Wu X, et al. Clinicopathological and prognostic significance of programmed cell death ligand1 (PD-L1) expression in patients with non-small cell lung cancer: a meta-analysis. J Thorac Dis 2015;7:462-70. [DOI] [PMC free article] [PubMed] [Google Scholar]