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Erschienen in: BMC Cancer 1/2016

Open Access 01.12.2016 | Research article

Survivin protein expression is involved in the progression of non-small cell lung cancer in Asians: a meta-analysis

verfasst von: Liang Duan, Xuefei Hu, Yuxing Jin, Ruijun Liu, Qingjun You

Erschienen in: BMC Cancer | Ausgabe 1/2016

Abstract

Background

Surviving expression might serve as a prognostic biomarker predicting the clinical outcome of non-small cell lung cancer (NSCLC). The study was conducted to explore the potential correlation of survivin protein expression with NSCLC and its clinicopathologic characteristics.

Methods

PubMed, Medline, Cochrane Library, CNKI and Wanfang database were searched through January 2016 with a set of inclusion and exclusion criteria. Data was extracted from these articles and all statistical analysis was conducted by using Stata 12.0.

Results

A total of 28 literatures (14 studies in Chinese and 14 studies in English) were enrolled in this meta-analysis, including 3206 NSCLC patients and 816 normal controls. The result of meta-analysis demonstrated a significant difference of survivin positive expression between NSCLC patients and normal controls (RR = 7.16, 95 % CI = 4.63-11.07, P < 0.001). To investigate the relationship of survivin expression and clinicopathologic characteristics, we performed a meta-analysis in NSCLC patients. Our results indicates survivin expression was associated with histological differentiation, tumor-node-metastasis (TNM) stage and lymph node metastasis (LNM) (RR = 0.80, 95 % CI = 0.73-0.87, P < 0.001; RR = 0.75, 95 % CI = 0.67-0.84, P < 0.001; RR = 1.14, 95 % CI = 1.01-1.29, P = 0.035, respectively), but not pathological type and tumor size. (RR = 1.00, 95 % CI = 0.93-1.07, P = 0.983; RR = 0.95, 95 % CI = 0.86-1.05, P = 0.336, respectively).

Conclusion

Higher expression of survivin in NSCLC patients was found when compared to normal controls. Survivin expression was associated with the clinicopathologic characteristics of NSCLC and may serves as an important biomarker for NSCLC progression.
Hinweise
Liang Duan and Xuefei Hu are first co-author.

Competing interests

The authors declare that they have no competing interests.

Authors’ contributions

Authors LD and QJY conceived and designed the experiments. XFH and YXJ performed the experiments. RJL analyzed the data. LD, RJL and QJY contributed reagents/materials/analysis tools LD and QJY contributed to the writing of the manuscript. All authors contributed to and have approved the final manuscript.
Abkürzungen
NSCLC
Non-small cell lung cancer
TNM
Tumor-node-metastasis
LNM
Lymph node metastasis
NOS
Newcastle-Ottawa scale
RR
Risk ratios
CI
Confidence interval
SCC
Squamous cell carcinoma
AC
Adenocarcinoma
IAP
Inhibitor of the apoptosis protein

Background

Non-small cell lung cancer (NSCLC) remains one of the most fatal health problems in terms of morbidity and mortality and is the leading cause of cancer-related mortalities worldwide [1]. Histologically, NSCLC is consisted of three different subtypes: squamous cell carcinoma, adenocarcinoma, and large cell carcinoma, accounting for approximately 80 % ~ 85 % of lung cancer [2]. NSCLC is highly resistant to the existing cancer therapeutics and the great majority of NSCLC patients are diagnosed at advanced tumor stage. Although the recent advances in clinical and experimental oncology the survival of advanced NSCLC are still poor, with a 5-year survival rate of about 15 % [3, 4].
It is generally accepted that abnormal inhibition of apoptosis during homeostasis plays an important role in cancer development, progression and resistance to therapy [5]. Survivin, the common member of the inhibitor of the apoptosis protein (IAP) family, is a protein encoded by the BIRC5 gene in human with dual role in promoting cell proliferation and preventing apoptosis [6]. Previous studies revealed that survivin expression was found in precancerous lesions as well as in early stages of cancer in the skin, uterine cervix, colon, and oral mucosa [7, 8]. It was reported that survivin expression might serve as a prognostic biomarker predicting the clinical outcome of NSCLC, and might be associated with the clinicopathologic characteristics of NSCLC [5]. Perobska I et al. showed that lymph node metastases, tumor node metastasis (TNM) stage and tumor size had a higher incidence of survivin expression [9]. In order to clarify the relation between survivin expression and NSCLC, we conducted this meta-analysis.

Methods

Online electronic databases (PubMed, Medline, Cochrane Library, CNKI and Wanfang) were searched with the key terms: (survivin or survivin protein) and (non-small cell lung cancer or NSCLC or non-small-cell lung carcinoma) (update to January 2016). We also checked out the reference lists of all retrieved studies and relevant reviews manually for important cross-references.

Inclusion and exclusion criteria

Published studies were selected if they met all of the following criteria: (1) The study must be conducted in NSCLC patients; (2) The study must evaluate the Survivin protein expression; (3) Sufficient data, especially survivin positive expression in NSCLC patients and normal controls, have been provided to calculate risk ratios (RR) and 95 % confidence interval (95 % CI); (4) Number of NSCLC cases in enrolled studies should be more than 60; (5) The study must be published in a peer-reviewed journal; (6) The study must be independent from other studies. The exclusion criteria were as follows: (1) The studies did not conform to the inclusion criteria; (2) Reviews, case reports, editorials, guidelines and comments were excluded; (3) In case of duplicated publications or studies with overlapping data, the study with largest data was selected.

Data extraction and qualitative assessment

The following data were collected from all the included studies: first author, publication year, country, ethnicity of participants, language, and numbers of participants, age, gender, subcellular localization and positive expression of survivin. Data from the finally selected studies were extracted based on a standard protocol. Potential discrepancy was resolved by discussions or by consulting the original report. Two reviewers independently assessed the methodological quality of the included trials using the Newcastle-Ottawa Scale (NOS) criteria to ensure consistency in reviewing and reporting results. The studies were scored based on three aspects: (1) selection of study group; (2) comparability of study groups; (3) ascertainment of the outcome of interest. A study was considered as low, moderate or high quality with the score 0 ~ 3, 4 ~ 6 and 7 ~ 9, respectively. Disagreement was settled by discussion, or a third investigator was consulted.

Statistical analysis

Statistical test was conducted with the STATA statistical software (Version 12.0, Stata Corporation, College Station, TX, USA). To assess the correlation between survivin protein expression and the clinicopathologic characteristics, RR and its 95 % CI were calculated using random effects model or fixed-effects model. The statistical significance of pooled RRs was estimated by the application of Z test. We used Cochran’s Q-statistic (P < 0.05 was considered significant) and I 2 test to assess heterogeneity among studies. Random effects model was applied for the evidence of significant heterogeneity (P < 0.05 or I 2 test exhibited > 50 %); otherwise, fixed-effects model was used. Univariate and multivariate meta-regression analyses were used to evaluate the potential sources of heterogeneity. Further identification was performed by using Monte Carlo method. Additionally, we applied a sensitivity analysis to evaluate whether one single study had the weight to impact on the overall estimate. Further, the effect of publication bias was examined by Egger’s linear regression test (P < 0.05 was considered significant).

Results

Literature searching results and baseline characteristics of included studies

Four hundred and eighty-seven articles were initially identified through database searches. Twenty-eight studies remained after excluding duplicates (n = 42), letters, reviews, meta-analyses (n = 46) and irrelevant topic (n = 273), non-core journal in Chinese (n = 36), insufficient information in studies (n = 35) and number of NSCLC cases less than 60 (n = 27), 28 trials were finally selected for this meta-analysis (Fig. 1) [5, 1036]. The enrolled studies published between 2005 and 2015 included 3206 NSCLC patients and 816 normal controls, with 2252 males and 954 females. For the pathological type, 1010 patients with squamous cell carcinoma (SCC), 806 with adenocarcinoma (AC). With respect to clinicopathologic features, 1198 patients with well/moderate differentiation, 788 with poor differentiation; 1421 at I/II stage and 1009 at III/IV stage (TNM stage); 1256 patients with lymphatic metastasis and 1185 patients without lymphatic metastasis. All included studies scored 7 in terms of NOS scores. The baseline characteristics of included studies were showed in Table 1.
Table 1
Baseline characteristics of included studies
First author
Year
Country
Ethnicity
Language
Disease
Method
Case Number
Sample source
Gender (M/F)
Age (years)
Hirano H
2015
Japan
Asians
English
NSCLC
IHC
157
tissue
115/42
66.7(47–82)
Hu S
2013
China
Asians
English
NSCLC
IHC
256
tissue
176/80
57.7
Sun PL
2013
Korea
Asians
English
NSCLC
IHC
373
tissue
258/115
65.0(21–84)
Zhang XY
2012
China
Asians
Chinese
NSCLC
IHC(SP)
60
tissue
35/25
54.0(30–78)
Peng X
2012
China
Asians
English
NSCLC
IHC
97
tissue
75/22
58.3(28–75)
Wang M
2012
China
Asians
English
NSCLC
IHC
210
tissue
130/80
59.8(35–76)
Gao Q
2012
China
Asians
English
NSCLC
IHC
62
tissue
44/18
57.8(35–78)
Hu FQ
2011
China
Asians
Chinese
NSCLC
IHC(Envision)
116
tissue
78/38
65.8(35–84)
Guosheng L
2011
China
Asians
English
NSCLC
IHC(SP)
100
tissue
69/31
55.6(37–76)
Fan CF
2011
China
Asians
English
NSCLC
IHC
76
tissue
46/30
57.1(26–78)
Zhu CZ
2010
China
Asians
Chinese
NSCLC
IHC(SP)
60
tissue
39/21
62.1(33–78)
Yang DX
2010
China
Asians
Chinese
NSCLC
IHC(PowerVision)
60
tissue
40/20
53.5(37–71)
Zeng ZH
2010
China
Asians
Chinese
NSCLC
IHC
60
tissue
38/22
65.7(40–78)
Porebska I
2010
Poland
Caucasians
English
NSCLC
IHC
74
tissue
49/25
60.5(43–77)
Chen YQ
2009
China
Asians
English
NSCLC
IHC(SP)
120
tissue
94/26
61.0(42–76)
Li CH
2008
China
Asians
Chinese
NSCLC
IHC(PV)
91
tissue
77/14
62.0(39–78)
Shi M
2007
China
Asians
Chinese
NSCLC
IHC
80
tissue
55/25
56.2(33–79)
Miao LJ
2007
China
Asians
Chinese
NSCLC
IHC(SP)
80
tissue
53/27
58.8(18–78)
Xue ZX
2006
China
Asians
Chinese
NSCLC
IHC(SP)
84
tissue
51/33
53.2(22–75)
Wang M
2006
China
Asians
Chinese
NSCLC
IHC
72
tissue
45/27
58.5(38–74)
Li XC
2006
China
Asians
Chinese
NSCLC
IHC(SABC)
64
tissue
41/23
55.6(35–78)
Yoo J
2006
Korea
Asians
English
NSCLC
IHC
219
tissue
168/51
65.8 ± 9.9
Huo XD
2006
China
Asians
Chinese
NSCLC
IHC(Envision)
117
tissue
85/32
57.5(29–71)
Vischioni B
2006
Netherlands
Caucasians
English
NSCLC
IHC
160
tissue
129/31
64.0(40–86)
Akyurek N
2006
Turkey
Caucasians
English
NSCLC
IHC
78
tissue
72/6
60.8(39–78)
Ren YJ
2006
China
Asians
Chinese
NSCLC
IHC(Envision)
61
tissue
45/16
62.0(40–75)
Qiu HL
2005
China
Asians
Chinese
NSCLC
IHC(SP)
75
tissue
51/24
57.1 ± 10.6
Shinohara ET
2005
America
Caucasians
English
NSCLC
IHC
144
tissue
94/50
65.4 ± 11.04
(Notes: NSCLC = non-small cell lung cancer; IHC = Immunohistochemical;M = male; F = female; OA = osteoarthritis)

The comparison between NSCLC patients and normal controls on survivin protein expression

A total of 19 studies provided data of survivin expression in NSCLC patients and normal controls (1537 NSCLC patients and 816 normal controls). Heterogeneity test revealed the existence of heterogeneity in those 19 trials, thus a random-effect model was used (I 2  = 58.1 %, P < 0.001). Meta-analysis result revealed that survivin expression in NSCLC patients was significantly higher when compared with normal controls (RR = 7.16, 95 % CI = 4.63-11.07, P < 0.001) (Fig. 2).

The analysis of survivin expression and clinicopathologic characteristics of NSCLC

For the meta-analysis according to pathological types, we included 22 studies, involving 1010 SCC patients and 806 AC patients. Heterogeneity test revealed the lack of heterogeneity in these studies and a fixed-effect model was applied (I 2  = 7 %, P = 0.367). No significantly different survivin expression was found between squamous cell carcinoma (SCC) and adenocarcinoma (AC) (RR = 1.00, 95 % CI = 0.93-1.07, P = 0.983) (Fig. 3). A total of 21 studies investigated histological differentiation of NSCLC patients and moderate heterogeneity existed in these studies (I 2  = 45.4 %, P = 0.013). Results from random-effect model suggested that survivin expression was significantly lower in NSCLC patients with well/moderate differentiation than that in the patients with poor differentiation (RR = 0.80, 95 % CI = 0.73-0.87, P < 0.001) (Fig. 4). 26 studies provided survivin expression level at different TNM stages. Heterogeneity test showed the presence of heterogeneity in these studies (I 2  = 72.7 %, P < 0.001). Meta-analysis results revealed that NSCLC patients at TNM III/IV stage had a significantly higher survivin expression than the patients at TNM I/II stage (RR = 0.75, 95 % CI = 0.67-0.84, P < 0.001) (Fig. 5). A total of 25 studies indicated the status of lymphatic metastasis. Meta-analysis suggested that survivin expression in NSCLC patients with lymphatic metastasis was significantly higher than that in the patients without lymphatic metastasis (RR = 1.14, 95 % CI = 1.01-1.29, P = 0.035) (Fig. 6). 11 studies showed the survivin expression in the patient with different tumor size. No heterogeneity was found in these studies (I 2  = 18.1 %, P = 0.272). Meta-analysis revealed that survivin expression was not associated with tumor size (RR = 0.95, 95 % CI = 0.86-1.05, P = 0.336) (Fig. 7).
We also performed subgroup analysis according to the ethnicity. And the results showed survivin expression was associated with respect to histological differentiation, TNM stage and lymph node metastasis in Asian populations but not in Caucasian populations. (Table 2) For Caucasians, only the contrast of NSCLC versus and normal control reach the statistical significance. According to the definition of positive expression, the studies were divided in to 3 subgroups. (1 Survivin expressed in cytoplasm only, 2 Survivin expressed in cytoplasm or nucleus, 3 Survivin expressed in both cytoplasm and nucleus) Subgroup analysis found survivin expression was associated with histological differentiation, TNM stage and lymph node metastasis in subgroup 1 and subgroup 2, but not in subgroup 3. (Table 3)
Table 2
Summary of subgroup analysis by ethnicity
Studies
Ethnicity (n)
Studies (n)
Combined RR (95 % CI)
P(Z)
I2
P(Q)
NSCLC vs. Control
All
19
7.16(4.63-11.07)
<0.001
58.1 %
0.001
 
Asians
18
6.60(4.33-10.05)
<0.001
55..4 %
0.002
 
Caucasians
1
101(6.34-1608)
0.001
/
/
Squamous cell carcinoma vs. Adenocarcinoma
All
22
1.00(0.93, 1.07)
0.983
7.0 %
0.367
 
Asians
19
0.97(0.90-1.05)
0.44
0 %
0.189
 
Caucasians
3
1.01(0.78-1.30)
0.959
40.0 %
0.515
Well/Moderately differentiated vs. Poor differentiated
All
21
0.80(0.73-0.87)
<0.001
45.4 %
0.013
 
Asians
20
0.78(0.72-0.86)
<0.001
33 %
0.077
 
Caucasians
1
0.96(0.86-1.08)
0.487
/
/
TNMI/II stage vs. TNM III/IVstage
All
26
0.75(0.67-0.84)
<0.001
72.7 %
<0.001
 
Asians
22
0.74(0.65-0.84)
<0.001
71.4 %
<0.001
 
Caucasians
4
0.89(0.75-1.07)
0.222
39 %
0.178
Lymph node metastasis vs. Non lymph node metastasis
All
25
1.14(1.01-1.29)
0.035
71.5 %
<0.001
 
Asians
22
1.16(1.01-1.34)
0.037
72.7 %
<0.001
 
Caucasians
3
1.03(0.80-1.32)
0.839
64.2 %
0.061
Small Tumor vs. Big Tumor
All
11
0.95(0.86-1.05)
0.336
18.1 %
0.272
 
Asians
9
0.98(0.85-1.13)
0.796
31 %
0.171
 
Caucasians
2
0.90(0.78-1.04)
0.161
0 %
0.729
Table 3
Summary of subgroup analysis by localization of survivin expression
Contrasts
Subcellular locolization
Study (n)
Combined RR (95 % CI)
P(Z)
I2
P(Q)
NSCLC vs. Control
All
19
7.16(4.63-11.07)
<0.001
58.1 %
0.001
 
Cytoplasma
9
7.14(4.19-12.16)
<0.001
43.8 %
0.076
 
Cytoplasma or nuclearus
5
3.96(1.93-8.14)
<0.001
46.1 %
0.115
 
Cytoplasma and nuclearus
2
17.41(1.2-252.4)
0.036
70.5 %
0.065
Squamous cell carcinoma vs. Adenocarcinoma
All
22
0.99(0.92, 1.07)
0.866
7.0 %
0.367
 
Cytoplasma
11
0.98(0.88-1.08)
0.641
0 %
0.767
 
Cytoplasma or nuclearus
6
0.98(0.83-1.15)
0.771
30.8 %
0.204
 
Cytoplasma and nuclearus
2
1.74(1.12-2.71)
0.013
0 %
0.324
Well/Moderately differentiated vs. Poor differentiated
All
21
0.80(0.73-0.87)
<0.001
45.4 %
0.013
 
Cytoplasma
8
0.84(0.75-0.93)
0.001
19.6 %
0.274
 
Cytoplasma or nuclearus
7
0.68(0.52-0.88)
0.003
68.9 %
0.004
 
Cytoplasma and nuclearus
2
0.73(0.46-1.16)
0.179
42.7 %
0.186
TNMI/II stage vs. TNM III/IVstage
All
26
0.75(0.67-0.84)
<0.001
72.7 %
<0.001
 
Cytoplasma
12
0.83(0.69-1.01)
0.059
74.1 %
<0.001
 
Cytoplasma or nuclearus
8
0.73(0.61-0.88)
0.001
74.5 %
<0.001
 
Cytoplasma and nuclearus
2
0.73(0.41-1.29)
0.278
59.7 %
0.115
Lymph node metastasis vs. Non lymph node metastasis
All
25
1.14(1.01-1.29)
0.035
71.5 %
<0.001
 
Cytoplasma
10
1.24(1.07-1.44)
0.005
53.1 %
0.024
 
Cytoplasma or nuclearus
9
1.12(0.89-1.41)
0.352
76.6 %
<0.001
 
Cytoplasma and nuclearus
2
0.96(0.32-2.91)
0.949
83.1 %
0.015
Small Tumor vs. Big Tumor
All
11
0.95(0.86-1.05)
0.336
18.1 %
0.272
 
Cytoplasma
6
0.97(0.79-1.19)
0.738
48.3 %
0.085
 
Cytoplasma or nuclearus
4
0.92(0.83-1.04)
0.226
0 %
0.565
 
Cytoplasma and nuclearus
1
1.09(0.71-1.67)
0.691
/
/

Sensitivity analysis and publication bias

The sensitivity analysis demonstrated that a single study had no significant effect on the pooled RRs. Egger’s test based on the 19 literatures which provided the comparison between NSCLC patients and normal controls revealed the presence of publication bias (P = 0.001). After the application of fill and trim method, statistical significance still existed on the survivin expression between NSCLC patients and normal controls (P < 0.001), suggesting publication bias has no significant effect on the final results. For those studies investigated pathological types (n = 22), histological differentiation (n = 21), TNM stage (n = 26), lymphatic metastasis (n = 25) and tumor size (n = 11), no publication biases were found by Egger’s test.

Meta-regression analysis

Univariate meta-regression analysis revealed that country and ethnicity may be the potential sources for most of heterogeneity (P > 0.05). Multivariate meta-regression analysis further confirmed this finding (Table 4).
Table 4
Meta-regression analyseis of potential source of heterogeneity
Heterogeneity factors
Coefficient
SE
t
P
95 % CI
LL
UL
Country
82.25
25.89
3.18
0.037
27.37
137.13
Ethnicity
78.35
27.13
3.08
0.025
26.15
120.65
Language
8.82
18.07
0.49
0.598
−29.49
47.12
Sample Size
−0.18
0.37
−0.49
0.234
−26.96
102.39
(Notes: SE = Standard Error; LL = Lower Limit; UL = Upper Limit)

Discussion

The tumorigenesis of NSCLC is a complex process with the feature of imbalance in cell apoptosis and proliferation. Aberrant proliferation of tumor cells may emerge as cell apoptosis is inhibited, which eventually provided supports for tumorigenesis, development, invasion and metastasis [37]. Survivin is one of the most important inhibitor of IAP family, which is normally expressed in embryonic and fetal tissues but is almost absent in terminally differentiated cells [6, 38]. Its overexpression has been reported in many malignancies including NSCLC. [39] Several studies have reported survivin overexpression was involved in the development of NSCLC [7, 8].
The result of meta-analysis showed a significant difference in survivin expression between NSCLC patients and normal controls. To investigate the correlation between survivin expression and clinicopathologic characteristics, we performed several meta-analysis in NSCLC patients classified by clinicopathologic parameters. Our results suggested survivin expression was associated to histological differentiation, tumor-node-metastasis (TNM) stage and lymph node metastasis (LNM). Roles of survivin in the progression of NSCLC have been investigated previously. Babaei et al. reported survivin is associated with high grade malignancies. [40] Significant overexpression of survivin was observed in NSCLC patients at late stage. [41] A strong heterogeneity was detected among individual studies. Meta-regression indicated ethnicity was the primary source of heterogeneity. In the subgroup analysis classified by ethnicity, the significant associations were still present in Asians but not in Caucasians. One possible reason was that only few studies were conducted in Caucasians and no firm conclusions can be draw from a small sample set. Further research with large sample size is needed to define the impact of survivin expression in Caucasians.
Survivin has been shown to localize in mitochondria, cytoplasm and nucleus. And the functional dynamics of survivin are dependent on its subcellular localization. [42] Localization of survivin to the nucleus and cytoplasm confers its role in mitosis regulation and apoptosis inhibition. [43] In nucleus, survivin is involved in the chromosomal packaging complex and controls mitosis in many aspects including regulations of the mitotic spindle checkpoint and mitotic progression. [44] As an inhibitor in IAP family, survivin can directly inhibit caspase-3 and caspase-7 activity to prevent apoptosis [5]. In the studies included in our meta-analysis, most studies reported cytosol survivin expression only. Several studies defined positive expression as survivin expression in cytoplasm or nucleus. Only in 2 studies survivin expression in both cytoplasm and nucleus was considered as positive expression. We performed subgroup analysis according to the subcellular localization of survivin and only found the 2 studies with survivin expression in both cytoplasm and nucleus gave different results with other subgroups. Further research is necessary to determine with precision whether there is a correlation between subcellular localization of survivin expression and progression of NSCLC.
There were several limitations in our present meta-analysis. First, for the insufficiency of data, we did not analyze whether survivin expression is correlated the prognosis of NSCLC. Secondly, although our meta-analysis included 28 studies, only 4 studies were performed in Caucasians. Thus, no firm conclusions can be draw in Caucasians and the difference between Asians and Caucasians is uncertain.

Conclusions

In conclusion, although our meta-analysis has some shortcomings, it still provides evidence that survivin expression was associated with the clinicopathologic characteristics of NSCLC in Asians, suggesting that survivin protein can serves as an important biomarker for the progression of NSCLC. However, further investigations with more integral data are needed to determine the correlation of survivin expression and the progression of NSCLC in Caucasians.

Acknowledgements

We appreciate all of the colleague in the team of Department of Thoracic Surgery, which provided advice for preparing the manuscript.

Fundings

No funding.
Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://​creativecommons.​org/​licenses/​by/​4.​0/​), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://​creativecommons.​org/​publicdomain/​zero/​1.​0/​) applies to the data made available in this article, unless otherwise stated.

Competing interests

The authors declare that they have no competing interests.

Authors’ contributions

Authors LD and QJY conceived and designed the experiments. XFH and YXJ performed the experiments. RJL analyzed the data. LD, RJL and QJY contributed reagents/materials/analysis tools LD and QJY contributed to the writing of the manuscript. All authors contributed to and have approved the final manuscript.
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Metadaten
Titel
Survivin protein expression is involved in the progression of non-small cell lung cancer in Asians: a meta-analysis
verfasst von
Liang Duan
Xuefei Hu
Yuxing Jin
Ruijun Liu
Qingjun You
Publikationsdatum
01.12.2016
Verlag
BioMed Central
Erschienen in
BMC Cancer / Ausgabe 1/2016
Elektronische ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-016-2304-3

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