Skip to main content

The clinicopathological and prognostic value of CXCR4 expression in patients with lung cancer: a meta-analysis

Abstract

Background

The C-X-C chemokine receptor 4 (CXCR4) has been suggested to play an important role in several types of cancers and is related to biological behaviors connected with tumor progression. However, the clinical significance and application of CXCR4 in lung cancer remain disputable. Thus, we conducted a meta-analysis to investigate the impact of CXCR4 expression on survival and clinicopathological features in lung cancer.

Methods

Comprehensive literature searches were conducted in PubMed, Embase and Web of Science for relevant studies. We pooled hazard ratios (HRs)/odds ratios (ORs) with 95% confidence intervals (CIs) by STATA 12.0 to evaluate the potential value of CXCR4 expression.

Results

Twenty-seven relevant articles involving 2932 patients with lung cancer were included in our meta-analysis. The results revealed that CXCR4 expression was apparently associated with poor overall survival (OS) (HR 1.61, 95% CI 1.42–1.82) and disease-free survival (HR 3.39, 95% CI 2.38–4.83). Furthermore, a significant correlation with poor OS was obvious in non-small cell lung cancer patients (HR 1.59, 95% CI 1.40–1.81) and in patients showing CXCR4 expression in the cytoplasm (HR 2.10, 95% CI 1.55–2.84) and the membrane (HR 1.74, 95% CI 1.24–2.45). CXCR4 expression was significantly associated with men (OR 1.32, 95% CI 1.08–1.61), advanced tumor stages (T3-T4) (OR 2.34, 95% CI 1.28–4.28), advanced nodal stages (N > 0) (OR 2.34, 95% CI 1.90–2.90), distant metastasis (OR 3.65, 95% CI 1.53–8.69), advanced TNM stages (TNM stages III, IV) (OR 3.10, 95% CI 1.95–4.93) and epidermal growth factor receptor (EGFR) expression (OR 2.44, 95% CI 1.44–4.12) but was not associated with age, smoking history, histopathology, differentiation, lymphatic vessel invasion or local recurrence.

Conclusion

High expression of CXCR4 is related to tumor progression and might be an adverse prognostic factor for lung cancer.

Peer Review reports

Background

Lung cancer is one of the most common tumors worldwide and a leading cause of cancer-related mortality [1]. A vast amount of progress has been made in diagnostic technology and therapeutic regimens for lung cancer. Nevertheless, the prognosis of lung cancer patients remains unsatisfactory, and only 20.5% of these patients survive for more than 5 years after diagnosis [2]. A major reason is that patients with lung cancer frequently display a high propensity for metastasis. It has been reported that more than 55% of non-small cell lung cancer (NSCLC) patients and 60% of small cell lung cancer (SCLC) patients are diagnosed after the cancer has already metastasized [2, 3]. Clinically, lung cancer can metastasize to specific target organs, such as the brain, bone, liver and adrenal glands, which is responsible for the poor prognosis [4]. Thus, the investigations on the mechanism of metastasis, as well as the identification of novel drug targets, are needed to identify patients with a high probability of metastasis and provide them with better treatments.

Emerging evidence has revealed that C-X-C chemokine receptor 4 (CXCR4), a 352 amino acid rhodopsin-like G-protein-linked receptor, is overexpressed in many different types of human cancers, including osteosarcomas [5], glioma [6], prostate cancer [7], breast cancer [8] and colorectal cancer [9]. Reportedly, high CXCR4 expression was integral to cancer cell migration and invasion [10, 11]. Although the previous studies have shown the potential prognostic value of CXCR4 in lung cancer, its actual role is still debated [12,13,14,15]. Based on this background, we performed this meta-analysis to assess the clinicopathological and prognostic significance of CXCR4 expression in patients with lung cancer.

Methods

Publication search

We performed a comprehensive electronic search in the PubMed, Embase and Web of Science updated to April 30th, 2020. The search terms were as follows: “lung OR pulmonary” AND “cancer OR tumor OR carcinoma OR neoplasm” AND “CXCR4 OR chemokine receptor 4”. Moreover, we manually searched the reference lists of the selected papers to identify potentially applicable studies. All clinical studies selected were written in English.

Study inclusion and exclusion criteria

The studies obtained for our meta-analysis had to fulfill the following criteria: (1) the study had a cohort or case–control design; (2) the patients were explicitly diagnosed with lung cancer by histopathologic examinations; (3) CXCR4 expression was examined in the primary site by immunohistochemistry (IHC); and (4) publications provided sufficient information to calculate odds ratios (ORs) and 95% confidence intervals (CIs) for clinicopathological parameters or hazard ratios (HRs) and 95% CIs for overall survival (OS) and/or disease-free survival (DFS).

The exclusion criteria included the following: (1) publications that were cases, reviews, conference abstracts, patent applications, letters or non-English language papers; (2) publications only involving cell lines or animals; (3) patients who had received preoperative chemotherapy or radiotherapy; and (4) publications with duplicated data or poor quality.

Data extraction

Two investigators extracted information from the eligible studies independently to enhance the credibility. Any disagreements were resolved by discussion and consensus. The following information was recorded: first author name, year of publication, country of origin, number of cases, clinicopathological parameters, detection method, counting method and cutoff, subcellular localization and HRs and their 95% CIs for OS or DFS. For the available articles that did not provide HRs and their 95% CIs directly, we extracted them from the Kaplan–Meier survival curves provided in the studies and calculated them with Engauge Digitizer version 4.1(http://digitizer.sourceforge.net/). Meanwhile, sufficient data were available to estimate ORs and their 95% CIs.

Quality assessment

Two reviewers assessed the quality of the enrolled studies based on the Newcastle–Ottawa Scale (NOS) [16]. The NOS scores ranged from 0 to 9. The articles were regarded as high quality when the NOS score was greater than or equal to 6.

Statistical analysis

All statistical analyses were performed using STATA version 12.0 (Stata Corporation, College Station, Texas, USA). We assessed the heterogeneity among the studies with the chi-squared test and I2 statistic. When I2 ≥ 50%, we chose a random-effect model for the pooled estimate; otherwise, a fixed-effect model was employed. Sensitivity analyses were performed to estimate whether any individual study influenced the results. Begg’s test was used to examine publication bias. P < 0.05 was considered statistically significant.

Results

Characteristics of the included studies

The details of the literature selection process are shown in Fig. 1. A total of 779 articles were initially identified by the search strategy. Then we excluded 414 duplicate articles and 306 irrelevant articles by browsing the titles and abstracts. After reviewing the full texts, 33 articles were excluded for lacking sufficient data on outcomes or clinicopathological parameters, evaluating CXCR4 expression through polymerase chain reaction and detecting CXCR4 expression only in metastatic tissues. Ultimately, 27 articles including 2932 lung cancer patients were enrolled in our meta-analysis. CXCR4 protein in lung cancer tissues was detected by IHC. The cutoff value of positive CXCR4 expression was varied among included studies. Most studies adopted a scoring system combining intensity and percentage of CXCR4 expression, while others used only intensity or percentage of CXCR4 expression. Among these studies, the R&D antibody and Abcam antibody were commonly used antibodies to against CXCR4. The basic characteristics are presented in Table 1.

Fig. 1
figure 1

Flow chart of the literature search strategy and assessment of studies identified for meta-analysis

Table 1 Characteristics of the included studies

CXCR4 expression and outcome

Fourteen out of 27 studies including 1899 patients with lung cancer evaluated the association between CXCR4 expression and overall survival (OS) [12,13,14,15, 17,18,19,20,21,22,23,24,25,26]. The pooled HR showed that high CXCR4 expression was linked to decreased OS in lung cancer (HR 1.61, 95% CI 1.42–1.82, P < 0.001, I2 = 32.2%) (Fig. 2a).

Fig. 2
figure 2

Forest plots for the association between CXCR4 expression and a OS, b DFS

As shown in Table 2, the stratified analysis by histology demonstrated that high expression of CXCR4 predicted unfavorable OS in both NSCLC (HR 1.59, 95% CI 1.40–1.81, P < 0.001, I2 = 43.2%) and SCLC patients (HR 1.77, 95% CI 1.00–3.12, P = 0.050, I2 = 0). However, the latter did not achieve statistical significance. In addition, increased CXCR4 expression in the membrane (HR 1.74, 95% CI 1.24–2.45, P < 0.001, I2 = 0) and cytoplasm (HR 2.10, 95% CI 1.55–2.84, P < 0.001, I2 = 0) was significantly associated with poor OS, while its expression in the nucleus was associated with favorable prognosis (HR 0.56, 95% CI 0.05–6.25). The HR from 7 studies including early resected lung cancer (stage I-III) patients and 1 study including metastatic lung cancer (stage IV) patients showed that increased CXCR4 expression predicted poor OS (HR 1.62, 95% CI 1.32–1.98, P < 0.001, I2 = 48.5%; HR 1.67, 95% CI 1.16–2.38). The prognostic effects were similar between the subgroups by geographical area, NOS scores and statistical analysis (Table 2).

Table 2 Subgroup analysis of the association between CXCR4 expression and OS according to different parameters

In addition, only 3 studies including 555 patients with resected lung cancer were enrolled to pool the HR for DFS [13, 26, 27]. All patients were treated with initial surgical resection. Using a fixed-effects model, the results showed that increased CXCR4 expression was associated with reduced DFS in lung cancer (HR 3.39, 95% CI 2.38–4.83, P < 0.001, I2 = 0%) (Fig. 2b).

CXCR4 expression and clinicopathological features

To identify the pathological diagnostic value of CXCR4 expression, we investigated the association between CXCR4 expression and clinicopathological features (Table 3) [12, 13, 15, 18,19,20,21, 27,28,29,30,31,32,33,34,35]. The pooled OR from 19 studies including 2208 patients revealed a significant six-dependent difference in CXCR4 expression through a fixed-effects model (OR 1.32, 95% CI 1.08–1.61, P = 0.006) (Fig. 3a). Nine out of 23 studies including 1049 patients examined the association between CXCR4 expression and tumor category. The pooled OR, calculated by a random-effects model, for the T1-T2 group versus the T3-T4 group was 2.34 (95% CI 1.28–4.28, P = 0.006) (Fig. 3b). Sixteen studies including 1795 patients showed a statistically significant association between CXCR4 expression and lymph node metastasis (OR 2.35, 95% CI 1.90–2.90, P < 0.001) (Fig. 3c). The pooled OR of 7 studies with substantial heterogeneity (I2 = 70.5%) indicated that CXCR4 expression was increased in lung cancer with distant metastasis compared to lung cancer without distant metastasis (OR 3.65, 95% CI 1.53–8.68, P = 0.003) (Fig. 3d). Using a fixed-effects model, the pooled OR of 3 studies revealed a significant association between CXCR4 expression and brain metastasis (OR 6.45, 95% CI 2.99–13.92, P < 0.001) (Fig. 3e). The association of CXCR4 expression with bone metastasis was also investigated in two studies through a fixed-effects model (OR 8.00, 95% CI 3.32–19.31, P < 0.001) (Fig. 3f). Meanwhile, a random-effects model revealed that elevated CXCR4 expression was more frequently observed in advanced stages (III, IV) than those in early stages (I, II) (OR 3.10, 95% CI 1.95–4.93, P < 0.001) (Fig. 3g). Fixed-effects models showed that the differences in CXCR4 expression between stage I and stage II (OR 1.50, 95% CI 1.11–2.03, P = 0.008), stage II and stage III (OR 2.76, 95% CI 2.01–3.78, P < 0.001), and III and stage IV (OR 4.44, 95% CI 2.098–9.398, P < 0.001) were statistically significant. Furthermore, we investigated the association of high CXCR4 expression with increased epidermal growth factor receptor (EGFR) expression. Three studies showed that increased CXCR4 expression levels were likely to be associated with EGFR expression (OR 2.44, 95% CI 1.44–4.12, P = 0.001) in a fixed-effects model (Fig. 3h).

Table 3 Pooled OR (95% CI) of association of CXCR4 expression with clinicopathological indicators
Fig. 3
figure 3

Forest plots for the association between CXCR4 expression and a sex (female vs. male), b tumor stage (T1, 2 vs. T3, 4), c nodal stage (N0 vs. N > 0), d distant metastasis (M0 vs. M1), e brain metastasis (no vs. yes), f bone metastasis (no vs. yes), g TNM stage (I, II vs. III, IV), h EGFR expression (low vs. high)

However, no statistically significant association was observed between CXCR4 expression and age (< 60 vs. ≥ 60 years) (OR 0.76, 95% CI 0.53–1.09, P = 0.136), smoking history (never vs. former/current) (OR 1.38, 95% CI 0.95–2.00, P = 0.095), histological type (non-SCC vs. SCC) (OR 1.12, 95% CI 0.82–1.63, P = 0.405), differentiation status (well/moderate vs. poor) (OR 0.90, 95% CI 0.57–1.42, P = 0.647), lymphatic vessel invasion (no vs. yes) (OR 1.42, 95% CI 0.39–5.21, P = 0.599) or local recurrence (no vs. yes) (OR 1.18, 95% CI 0.49–2.85, P = 0.720) (Table 3).

The increased CXCR4 expression was related to the clinicopathological features of lung cancer, but high heterogeneity was observed for the associations with tumor stage (I2 = 59.0%), distant metastasis (I2 = 77.7%), and TNM stage (I2 = 68.7%). To elucidate the sources of heterogeneity, we performed subgroup analysis based on geographical area and subcellular localization (Table 4). As seen in Table 4, the results showed that elevated CXCR4 expression was associated with advanced tumor stages (OR 2.95, 95% CI 1.37–6.34, P = 0.006, I2 = 64.1%) and distant metastasis (OR 5.33, 95% CI 1.68–16.94, P = 0.005, I2 = 82.1%) in the Asian group. However, the amount of heterogeneity was still relatively large. There was no association of CXCR4 expression with tumor stage (OR 1.32, 95% CI 0.65–2.68, P = 0.438, I2 = 0) or distant metastasis (OR 1.93, 95% CI 0.56–6.72, P = 0.301, I2 = 61.4) in the non-Asian group. In the staining pattern subgroup analysis, CXCR4 localization impacted the association between increased CXCR4 expression and advanced tumor stages with decreased heterogeneity (membrane and/or cytoplasm: OR 7.76, 95% CI 2.03–29.69, P = 0.003, I2 = 0; cytoplasm: OR 4.02, 95% CI 2.23–7.26, P < 0.001, I2 = 0; membrane and nucleus: OR 1.28, 95% CI 0.68–2.40, P = 0.446, I2 = 0) as well as between increased CXCR4 expression and advanced TNM stages (membrane and/or cytoplasm: OR 2.75, 95% CI 1.15–6.56, P = 0.023, I2 = 70.7%; cytoplasm: OR 6.18, 95% CI 3.98–9.59, P < 0.001, I2 = 40.1%; membrane and nucleus: OR 1.56, 95% CI 0.94–2.59, P = 0.088, I2 = 0). The results indicated that elevated CXCR4 expression in the group of membrane and/or cytoplasm group and the cytoplasm group was significantly associated with advanced tumor stages and TNM stages. In addition, significantly increased CXCR4 expression in the cytoplasm and nucleus was associated with distant metastasis (OR 1.89 95% CI 1.08–3.30, P = 0.867, I2 = 0), but this association as not seen for increased CXCR4 expression in the membrane and/or cytoplasm (OR 1.78 95% CI 0.37–8.56, P = 0.056, I2 = 72.7%). Moreover, different CXCR4 localizations and geographical areas might be resources causing the high heterogeneity of tumor stage. The high heterogeneity of distant metastasis and TNM stage was likely caused by different CXCR4 localizations.

Table 4 Subgroup analysis of the association between CXCR4 expression and clinicopathological indicators

Sensitivity analysis

Sensitivity analysis in which individual studies were omitted sequentially was performed using a random-effects model. Finally, after omitting the study from Otsuka [18], the heterogeneity of histology was no longer observed (I2 = 15.1%). We found no significant heterogeneity in other sensitivity analyses.

Publication bias

Publication biases were assessed by Begg’s tests. The results did not present apparent publication bias among the studies regarding OS (P = 0.743), DFS (P = 1.000), age (P = 0.308), sex (P = 0.168), smoking history (P = 0.308), tumor stage (P = 0.917), nodal stage (P = 0.893), distant metastasis (P = 0.230), brain metastasis (P = 0.296), bone metastasis (P = 1.000), TNM stage (P = 0.373), histology (P = 0.373), differentiation (P = 0.837), EGFR expression (P = 1.000), lymphatic vessel invasion (P = 0.296) or local recurrence (P = 1.000).

Discussion

CXCR4, a type of chemokine receptors, is widely expressed in malignant tumors and its oncogenic role has been confirmed in various cancers [5, 8]. A few researchers detected CXCR4 expression in tumor cells and tumor-infiltrating lymphocytes but scarcely in normal lung tissues [13, 27, 36]. Wald et al. [37] found that CD4+ T cells expressed high levels of CXCR4 expression compared with CD8+ T cells and NK cells in lung adenocarcinoma tumors, which might contribute to suppression of the immune response against tumor. The CD4+CD25highFoxP3+ regulatory T cells, associated with tumor progression, were shown to express CXCR4 and be recruited into lung cancer [37, 38]. Franco et al. [39] reported that CXCR4 expression in tumor cells was associated with increased microvascular density and microvessel invasion. C-X-C motif chemokine ligand 12 (CXCL12), also known as the sole ligand of CXCR4, has been verified to be expressed in many tissues and cell types [40] Previous studies demonstrated that the positive expression rate of CXCL12 in lung cancer was 31.3–80% [14, 17, 27, 34]. In tumor microenvironment, CXCL12 could be expressed by tumor, immune and stromal cells [41]. Sterlacci et al. [42] proposed that CXCL12 expression in stromal cells and tumor cells was associated with the activated form of CXCR4 expression by tumor cells. Meanwhile, CXCL12 expression in tumor promoted the recruitment of CXCR4-expressing immune cells to potentiate the tumor-promoting effect [37]. In addition, CXCL12 expression, especially in tumor cell membrane, was correlated with metastasis [42]. Some studies revealed that CXCL12 protein expression levels were significantly higher in metastatic sites than in primary tumor site, which mediated the metastasis of CXCR4-expressing tumor cells in lung cancer [25, 43]. Hence, CXCL12/CXCR4 axis triggers downstream signaling pathways and plays a vital role in proliferation, angiogenesis, migration and therapeutic resistance [44, 45]. Inhibiting CXCL12/CXCR4 axis by CXCR4 antagonists can be a value treatment option in lung cancer. However, CXCR4 expression in lung cancer is controversial. Previous meta-analyses have described the association between CXCR4 expression and NSCLC [46, 47]. Considering the availability of novel studies including a greater number of patients, we performed an updated meta-analysis to evaluate the clinicopathological and prognostic value of CXCR4 expression in lung cancer.

According to previous studies, CXCR4 was overexpressed in 52.3-100% of SCLC patients and 14.9-79.7% of NSCLC patients [13, 21, 22, 30, 48]. Stumpf et al. [48] found that CXCR4 expression intensity was distinctly higher in SCLC than in squamous cell carcinoma (P = 0.002) and adenocarcinoma (P = 0.001) by using the Mann–Whitney test. Regarding the prognostic value of CXCR4 expression, the results of our meta-analysis demonstrate that elevated CXCR4 expression appears to be related to poorer OS in lung cancer. Moreover, we found that CXCR4 upregulation was a prognostic factor for unfavorable OS in both early resected and metastatic patients with lung cancer. Stratified analysis by histology showed that increased CXCR4 expression was significantly associated with poor OS in NSCLC patients. However, the prognostic effect of CXCR4 expression in SCLC patients did not reach statistical significance in our analysis. A previous study showed that SCLC patients with urokinase-type plasminogen activator receptor (uPAR) and CXCR4 coexpression had shorter OS than those with single and co-negative uPAR or CXCR4 expression (P = 0.033) [20]. We speculate that CXCR4 expression synergizes with other molecules to influence the prognosis of SCLC. To date, the studies investigating the expression of CXCR4 in SCLC have been relatively limited. Further studies with a larger sample of patients are needed. Our analysis combining the outcomes of 555 resected NSCLC patients from 3 individual studies indicated that high CXCR4 expression significantly predicted poor DFS.

CXCR4 has been identified in every subcellular localization. Spano et al. [12] and Wanger et al. [27] found that strong nuclear CXCR4 staining was associated with a better outcome in lung cancer, whereas cytomembrane CXCR4 staining was significantly associated with decreased DFS in Wagner’s study The prognostic role of cytoplasmic CXCR4 expression has not reached a consensus. Shi et al. [49] reported that aberrant cytoplasmic CXCR4 expression predicted a favorable outcome in triple-negative breast cancer patients. An animal experiment showed that the retention of CXCR4 in the endoplasmic reticulum of T-cell hybridoma could reduce metastasis and improve the prognosis of mice [50]. In contrast, Wang et al. [14] reported that high cytoplasmic CXCR4 staining was an adverse prognostic factor for lung cancer. Thus, different subcellular localizations of CXCR4 expression might lead to different biological behaviors and might have clinical application value. Our subgroup analysis indicated that cytoplasmic and membrane CXCR4 staining conferred a more significant association with poor OS than nuclear CXCR4 staining in lung cancer. It could be speculated that nuclear CXCR4 localization inhibited its signal transduction pathway and that heterotopic CXCR4 promoted the progression of tumors [12]. Franco et al. [39] demonstrated that high cytoplasmic and membranous CXCR4 expression in tumor cells significantly increased microvascular density and microvessel invasion in NSCLC. In addition, Saba et al. [51] discovered that cytoplasmic CXCR4 was associated with the loss of epithelial markers and the activation of intracellular signaling pathways in NSCLC, which might promote epithelial-mesenchymal transition and tumor progression.

In addition, we found that aberrant CXCR4 expression in primary cancerous tissue was strongly correlated with adverse prognostic factors at diagnosis, such as male sex and advanced TNM stages. Consistent with previous studies, our pooled results showed an increase in CXCR4 expression with clinical stage progression which suggested that CXCR4 expression was closely associated with the invasion and metastasis of tumors [14, 15, 19, 35, 52]. A study by Zeng et al. [53] verified that upregulating CXCR4 expression significantly increased the metastatic ability of lung cancer cells in experimental studies. To exclude the influence of these variables on the association between CXCR4 expression and outcome, we conducted a subgroup analysis of statistical analysis. Our results showed that high CXCR4 expression, whether in multivariate analysis or in univariate analysis, was associated with poor survival in patients with lung cancer. As multivariate analysis is an effective method for reducing bias from various confounding variables and making statistically reliable conclusions [54], we reasoned that CXCR4 overexpression might be an independent prognostic factor in lung cancer.

Additionally, the association between CXCR4 expression and advanced tumor staging was more apparent in Asian patients than in non-Asian patients. Genomic polymorphisms and different environmental exposures may explain this difference. The underlying mechanism of CXCR4 expression in tumor progression and metastasis has been investigated over the years. A study conducted by Paratore et al. [55] showed that CXCR4/CXCL12 immunoreactivities in NSCLC with brain metastases were significantly higher than those in paired NSCLC without brain metastases. Chen et al. [30] indicated a similar result and suggested that CXCL12 expression in the brain might mediate the homing of lung cancer cells with high CXCR4 expression. Liao et al. [56] confirmed that CXCL12 stimulated CXCR4 expression and then increased soluble vascular cell adhesion molecule 1 (sVCAM1) secretion in NSCLC, which could recruit and arrest osteoclast progenitors to promote osteoclastogenesis in metastatic bone tissue. A similar result was found in the SCLC population [21]. Studies have reported that tumor metastasis target tissues frequently express high levels of CXCL12 [57]. In this setting, CXCL12 could establish a chemotactic gradient between the primary and metastatic sites, facilitating the transfer of CXCR4-positive cancer cells into tissues rich in CXCL12. Hence, we speculated that CXCR4 might be a sensitive marker for predicting metastatic diseases.

Our results indicated that high CXCR4 expression was significantly associated with epidermal growth factor receptor (EGFR) overexpression. EGFR is a receptor tyrosine kinase expressed on the epithelial cells [58]. Previous studies confirmed that EGFR can enhance the expression of CXCR4 in some cancers, including breast and ovarian cancers [59, 60]. The potential mechanism found in experimental research was that EGFR activation could activate its downstream PI3K/AKT signaling pathway and subsequently stimulate CXCR4 expression [61]. Additionally, Al Zobair et al. [19] found that patients with EGFR/CXCR4 dual expression had significantly shorter OS than those with single positive expression or dual negative expression (HR 2.42, 95% CI 1.40-4.17, P = 0.010). On the basis of these findings, we proposed that the subpopulation with the concomitant expression of CXCR4/EGFR was indeed worthy of attention.

Previous studies have verified that CXCR4 antagonists produce therapeutic effects in many diseases varying from cancers to human immunodeficiency virus (HIV) [62, 63]. Lee et al. [64] found that blocking the CXCL12/CXCR4 axis with anti-CXCR4 antibodies could decrease breast cancer cell migration to the brain. It has been reported in an experimental study that blocking CXCR4 inhibited the proliferation of lung cancer cells and the migration to CXCL12 [65]. In recent experimental studies, CXCR4 expression was shown to mediate cisplatin resistance in a cytochrome P450 1B1 (CYP1B1)-dependent manner way and paclitaxel resistance by increasing the expression of antiapoptotic proteins [26, 66]. Another study showed that a CXCR4 antagonist significantly suppressed acquired resistance to gefitinib in a lung adenocarcinoma cell line harboring EGFR mutations [67]. A study conducted by D'Alterio et al. [68] demonstrated that CXCR4 antagonists could reshape tumor microenvironment favoring access of T effector and reducing regulatory T cells to intensify the efficacy of anti-programmed death 1 therapy. Overall, we hypothesized that CXCR4 inhibitors could improve the prognosis of patients with lung cancer by preventing the distal metastasis of tumor cells and improving the therapeutic effect of conventional therapy or immunotherapy. To date, 9 kinds of CXCR4 antagonists are currently in clinical trials or were in completed clinical trials [69]. However, the applications of CXCR4 antagonists in lung cancer are relatively limited and need further exploration.

Nevertheless, this meta-analysis should be interpreted in view of certain limitations. First, most studies employed a semiquantitative scoring system by combining the intensity and proportion of the stained tumor cells. However, there was still a difference in defining the percentage of positively stained cells among the studies. There were not enough data for us to perform subgroup analysis by the same cutoff and antibody to analyze the underlying bias. Second, we calculated the HRs and 95% CIs from Kaplan-Meier curves in the majority of studies, which might reduce the accuracy of the results. Third, most enrolled studies were performed in Asia and our subgroup analysis indicated that geographical area might be a cause of heterogeneity. Thus, more research involving other populations is needed to further confirm the value of CXCR4 expression in lung cancer.

Conclusion

Our meta-analysis suggested that high CXCR4 expression could serve as a promising predictive marker for poor prognosis in lung cancer. In addition, increased CXCR4 expression was more common in men and was associated with advanced stages, metastasis and EGFR expression. CXCR4 antagonists combined with conventional therapy or immunotherapy may enhance the treatment efficacy and improve the prognosis of patients with lung cancer. Further large-scale studies are needed to confirm the current results.

Availability of data and materials

All data generated or analyzed during this study are included in this published article.

Abbreviations

AC:

Adenocarcinoma

ASC:

Adenosquamous carcinoma

CI:

Confidence interval

CXCL12:

C- X-C motif ligand 12

CXCR4:

C-X-C chemokine receptor 4

CYP1B1:

Cytochrome P450 1B1

DFS:

Disease free survival

EGFR:

Epidermal growth factor receptor

HIF-1a:

Hypoxia inducible factor-1a

HIV:

Human immunodeficiency virus

HR:

Hazard ratio

IHC:

Immunohistochemistry

NOS:

Newcastle–Ottawa Scale

NSCLC:

Non-small cell lung cancer

OR:

Odds ratio

OS:

Overall survival

uPAR:

Urokinase-type plasminogen activator receptor (uPAR)

SCC:

Squamous cell carcinoma

SCLC:

Small cell lung cancer

sVCAM1:

Soluble vascular cell adhesion molecule 1

TNM:

Tumor-node-metastasis

PTX:

Paclitaxel

References

  1. Cronin KA, Lake AJ, Scott S, Sherman RL, Noone AM, Howlader N, et al. Annual report to the nation on the status of cancer, part I: national cancer statistics. Cancer. 2018;124(13):2785–800.

    PubMed  Article  Google Scholar 

  2. SEER Cancer Statistics Review, 1975–2017, National Cancer Institute, National Cancer Institute. 2019. https://seer.cancer.gov/csr/1975_2017/ . Accessed 30 April 2020.

  3. Nakazawa K, Kurishima K, Tamura T, Kagohashi K, Ishikawa H, Satoh H, et al. Specific organ metastases and survival in small cell lung cancer. Oncol Lett. 2012;4(4):617–20.

    PubMed  PubMed Central  Article  Google Scholar 

  4. Saintigny P, Burger JA. Recent advances in non-small cell lung cancer biology and clinical management. Discov Med. 2012;13(71):287–97.

    PubMed  Google Scholar 

  5. Mardani A, Gheytanchi E, Mousavie SH, Madjd Jabari Z, Shooshtarizadeh T. Clinical significance of cancer stem cell markers CD133 and CXCR4 in osteosarcomas. Asian Pac J Cancer Prev. 2020;21(1):67–73.

    CAS  PubMed  PubMed Central  Article  Google Scholar 

  6. Gagliardi F, Narayanan A, Reni M, Franzin A, Mazza E, Boari N, et al. The role of CXCR4 in highly malignant human gliomas biology: current knowledge and future directions. Glia. 2014;62(7):1015–23.

    PubMed  Article  Google Scholar 

  7. Ye C, Zhang C, Huang H, Yang B, Xiao G, Kong D, et al. The natural compound myricetin effectively represses the malignant progression of prostate cancer by inhibiting PIM1 and disrupting the PIM1/CXCR4 Interaction. Cell Physiol Biochem. 2018;48(3):1230–44.

    CAS  PubMed  Article  Google Scholar 

  8. Shanmugam MK, Ahn KS, Hsu A, Woo CC, Yuan Y, Tan KHB, et al. Thymoquinone inhibits bone metastasis of breast cancer cells through abrogation of the CXCR4 signaling axis. Front Pharmacol. 2018;9:1294–327.

    CAS  PubMed  PubMed Central  Article  Google Scholar 

  9. Weixler B, Renetseder F, Facile I, Tosti N, Cremonesi E, Tampakis A, et al. Phosphorylated CXCR4 expression has a positive prognostic impact in colorectal cancer. Cell Oncol. 2017;40(6):609–19.

    CAS  Article  Google Scholar 

  10. Chatterjee S, Behnam Azad B, Nimmagadda S. The intricate role of CXCR4 in cancer. Adv Cancer Res. 2014;124:31–82.

    CAS  PubMed  PubMed Central  Article  Google Scholar 

  11. Muller A, Homey B, Soto H, Ge N, Catron D, Buchanan ME, et al. Involvement of chemokine receptors in breast cancer metastasis. Nature. 2001;410(6824):50–6.

    CAS  PubMed  Article  Google Scholar 

  12. Spano JP, Andre F, Morat L, Sabatier L, Besse B, Combadiere C, et al. Chemokine receptor CXCR4 and early-stage non-small cell lung cancer: pattern of expression and correlation with outcome. Ann Oncol. 2004;15(4):613–7.

    PubMed  Article  Google Scholar 

  13. Song JS, Jung JK, Park JC, Kim DK, Jang SJ. Association of CXCR4 expression with metastasis and survival among patients with non-small cell lung cancer. Korean J Pathol. 2008;42(6):358–64.

    Google Scholar 

  14. Wang M, Chen GY, Song HT, Hong X, Yang ZY, Sui GJ. Significance of CXCR4, phosphorylated STAT3 and VEGF-A expression in resected non-small cell lung cancer. Exp Ther Med. 2011;2(3):517–22.

    PubMed  PubMed Central  Article  Google Scholar 

  15. Mao Y, Li W, Chen K, Xie Y, Liu Q, Yao M, et al. B7–H1 and B7–H3 are independent predictors of poor prognosis in patients with non-small cell lung cancer. Oncotarget. 2015;6(5):3452–61.

    PubMed  Article  Google Scholar 

  16. Stang A. Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses. Eur J Epidemiol. 2010;25(9):603–5.

    PubMed  Article  Google Scholar 

  17. Suzuki M, Mohamed S, Nakajima T, Kubo R, Tian L, Fujiwara T, et al. Aberrant methylation of CXCL12 in non-small cell lung cancer is associated with an unfavorable prognosis. Int J Oncol. 2008;33(1):113–9.

    CAS  PubMed  Google Scholar 

  18. Otsuka S, Klimowicz AC, Kopciuk K, Petrillo SK, Konno M, Hao D, et al. CXCR4 overexpression is associated with poor outcome in females diagnosed with stage IV non-small cell lung cancer. J Thorac Oncol. 2011;6(7):1169–78.

    PubMed  Article  Google Scholar 

  19. Al Zobair AA, Al Obeidy BF, Yang L, Yang C, Hui Y, Yu H, et al. Concomitant overexpression of EGFR and CXCR4 is associated with worse prognosis in a new molecular subtype of non-small cell lung cancer. Oncol Rep. 2013;29(4):1524–32.

    CAS  PubMed  Article  Google Scholar 

  20. Li Y, Shen Y, Miao Y, Luan Y, Sun B, Qiu X. Co-expression of uPAR and CXCR4 promotes tumor growth and metastasis in small cell lung cancer. Int J Clin Exp Pathol. 2014;7(7):3771–80.

    PubMed  PubMed Central  Google Scholar 

  21. Li XX, Li RJ, Zhao LJ, Liu NB, Wang P. Expression of molecular factors correlated with metastasis in small cell lung cancer and their significance. Int J Clin Exp Pathol. 2015;8(11):14676–84.

    CAS  PubMed  PubMed Central  Google Scholar 

  22. Kaemmerer D, Reimann C, Specht E, Wirtz RM, Sayeg M, Baum RP, et al. Differential expression and prognostic value of the chemokine receptor CXCR4 in bronchopulmonary neuroendocrine neoplasms. Oncotarget. 2015;6(5):3346–58.

    PubMed  Article  Google Scholar 

  23. Zuo J, Wen M, Li S, Lv X, Wang L, Ai X, et al. Overexpression of CXCR4 promotes invasion and migration of non-small cell lung cancer via EGFR and MMP-9. Oncol Lett. 2017;14(6):7513–21.

    PubMed  PubMed Central  Google Scholar 

  24. He L, Deng H, Liu S, Chen J, Li B, Wang C, et al. Overexpression of amplified in breast cancer 1 (AIB1) gene promotes lung adenocarcinoma aggressiveness in vitro and in vivo by upregulating C-X-C motif chemokine receptor 4. Cancer Commun. 2018;38(1):53–66.

    Article  Google Scholar 

  25. Katsura M, Shoji F, Okamoto T, Shimamatsu S, Hirai F, Toyokawa G, et al. Correlation between CXCR4/CXCR7/CXCL12 chemokine axis expression and prognosis in lymph-node-positive lung cancer patients. Cancer Sci. 2018;109(1):154–65.

    CAS  PubMed  Article  Google Scholar 

  26. Zhu Q, Luo R, Gu J, Hou Y, Chen Z, Xu F, et al. High CXCR4 expression predicts a poor prognosis in resected lung adenosquamous carcinoma. J Cancer. 2020;11(4):810–8.

    CAS  PubMed  PubMed Central  Article  Google Scholar 

  27. Wagner PL, Hyjek E, Vazquez MF, Meherally D, Liu YF, Chadwick PA, et al. CXCL12 and CXCR4 in adenocarcinoma of the lung: association with metastasis and survival. J Thorac Cardiovasc Surg. 2009;137(3):615–21.

    CAS  PubMed  Article  Google Scholar 

  28. Su L, Zhang J, Xu H, Wang Y, Chu Y, Liu R, et al. Differential expression of CXCR4 is associated with the metastatic potential of human non-small cell lung cancer cells. Clin Cancer Res. 2005;11(23):8273–80.

    CAS  PubMed  Article  Google Scholar 

  29. Na IK, Scheibenbogen C, Adam C, Stroux A, Ghadjar P, Thiel E, et al. Nuclear expression of CXCR4 in tumor cells of non-small cell lung cancer is correlated with lymph node metastasis. Hum Pathol. 2008;39(12):1751–5.

    CAS  PubMed  Article  Google Scholar 

  30. Chen G, Wang Z, Liu XY, Liu FY. High-level CXCR4 expression correlates with brain-specific metastasis of non-small cell lung cancer. World J Surg. 2011;35(1):56–61.

    PubMed  Article  Google Scholar 

  31. Zhou Z, Chen ZW, Yang XH, Shen L, Ai XH, Lu S, et al. Establishment of a biomarker model for predicting bone metastasis in resected stage III non-small cell lung cancer. J Exp Clin Cancer Res. 2012;31:34–9.

    PubMed  PubMed Central  Article  CAS  Google Scholar 

  32. Wang L, Wang Z, Liu X, Liu F. High-level C-X-C chemokine receptor type 4 expression correlates with brain-specific metastasis following complete resection of non-small cell lung cancer. Oncol Lett. 2014;7(6):1871–6.

    PubMed  PubMed Central  Article  Google Scholar 

  33. Bi MM, Shang B, Wang Z, Chen G. Expression of CXCR4 and VEGF-C is correlated with lymph node metastasis in non-small cell lung cancer. Thorac Cancer. 2017;8(6):634–41.

    CAS  PubMed  PubMed Central  Article  Google Scholar 

  34. Liu Y, Wu B, Geng H, Xu M, Zhong H. Association of chemokine and chemokine receptor expression with the invasion and metastasis of lung carcinoma. Oncol Lett. 2015;10(3):1315–22.

    CAS  PubMed  PubMed Central  Article  Google Scholar 

  35. Cong Z, Wu H, Guo Z, Qin T, Xu Y, Jing H, et al. High expression of C-X-C chemokine receptor 4 and Notch1 is predictive of lymphovascular invasion and poor prognosis in lung adenocarcinoma. Tumour Biol. 2017;39(6):1010428317708698.

    PubMed  Article  CAS  Google Scholar 

  36. Takanami I. Overexpression of CCR7 mRNA in nonsmall cell lung cancer: correlation with lymph node metastasis. Int J Cancer. 2003;105(2):186–9.

    CAS  PubMed  Article  Google Scholar 

  37. Wald O, Izhar U, Amir G, Avniel S, Bar-Shavit Y, Wald H, et al. CD4+CXCR4highCD69+ T cells accumulate in lung adenocarcinoma. J Immunol. 2006;177(10):6983–90.

    CAS  PubMed  Article  Google Scholar 

  38. Shimizu K, Nakata M, Hirami Y, Yukawa T, Maeda A, Tanemoto K. Tumor-infiltrating Foxp3+ regulatory T cells are correlated with cyclooxygenase-2 expression and are associated with recurrence in resected non-small cell lung cancer. J Thorac Oncol. 2010;5(5):585–90.

    PubMed  Article  Google Scholar 

  39. Franco R, Pirozzi G, Scala S, Cantile M, Scognamiglio G, Camerlingo R, et al. CXCL12-binding receptors expression in non-small cell lung cancer relates to tumoral microvascular density and CXCR4 positive circulating tumoral cells in lung draining venous blood. Eur J Cardiothorac Surg. 2012;41(2):368–75.

    PubMed  Article  Google Scholar 

  40. Zhou Y, Cao HB, Li WJ, Zhao L. The CXCL12 (SDF-1)/CXCR4 chemokine axis: Oncogenic properties, molecular targeting, and synthetic and natural product CXCR4 inhibitors for cancer therapy. Chin J Nat Med. 2018;16(11):801–10.

    CAS  PubMed  Google Scholar 

  41. Portella L, Bello A, Scala S. CXCL12 signaling in the tumor microenvironment. Adv Exp Med Biol. 2021;1302:51–70.

    PubMed  Article  Google Scholar 

  42. Sterlacci W, Saker S, Huber B, Fiegl M, Tzankov A. Expression of the CXCR4 ligand SDF-1/CXCL12 is prognostically important for adenocarcinoma and large cell carcinoma of the lung. Virchows Arch. 2016;468(4):463–71.

    CAS  PubMed  Article  Google Scholar 

  43. Economidou F, Antoniou K, Soufla G, Lasithiotaki I, Karagiannis K, Lymbouridou R, et al. Role of VEGF-stromal cell-derived factor-1alpha/CXCL12 axis in pleural effusion of lung cancer. J Recept Signal Transduct Res. 2010;30(3):154–60.

    CAS  PubMed  Article  Google Scholar 

  44. Bertolini G, Cancila V, Tripodo C, Sozzi G, Lo Russo G, Fortunato O, et al. Cisplatin sustains lung cancer metastasis through the systemic activation of SDF-1/CXCR4 axis. J Thorac Oncol. 2019;14(10):S303-S.

    Article  Google Scholar 

  45. Mortezaee K. CXCL12/CXCR4 axis in the microenvironment of solid tumors: a critical mediator of metastasis. Life sci. 2020;249:117534–42.

    CAS  PubMed  Article  Google Scholar 

  46. Bai L, Guo C, Wu H, Kaye AD, Jin C, Deng L, et al. The prognostic value of C-X-C chemokine receptor 4 in non-small cell lung cancer: a meta-analysis. Int J Clin Exp Med. 2017;10(2):2285–95.

    CAS  Google Scholar 

  47. Liu K, Bao C, Yao N, Miao C, Varlotto J, Sun Q, et al. Expression of CXCR4 and non-small cell lung cancer prognosis: a meta-analysis. Int J Clin Exp Med. 2015;8(5):7435–45.

    PubMed  PubMed Central  Google Scholar 

  48. Stumpf C, Kaemmerer D, Neubauer E, Sänger J, Schulz S, Lupp A. Somatostatin and CXCR4 expression patterns in adenocarcinoma and squamous cell carcinoma of the lung relative to small cell lung cancer. J Cancer Res Clin Oncol. 2018;144(10):1921–32.

    CAS  PubMed  Article  Google Scholar 

  49. Shim B, Jin M, Moon J, Park I, Ryu H. High cytoplasmic CXCR4 expression predicts prolonged survival in triple-negative breast cancer patients treated with adjuvant chemotherapy. J Pathol Transl Med. 2018;52(6):369–77.

    PubMed  PubMed Central  Article  Google Scholar 

  50. Zeelenberg I, Ruuls-Van Stalle L, Roos E. Retention of CXCR4 in the endoplasmic reticulum blocks dissemination of a T cell hybridoma. J Clin Invest. 2001;108(2):269–77.

    CAS  PubMed  PubMed Central  Article  Google Scholar 

  51. Saba N, Wang Y, Fu H, Koenig L, Khuri F, Shin D, et al. Association of cytoplasmic CXCR4 with loss of epithelial marker and activation of ERK1/2 and AKT signaling pathways in non-small-cell lung cancer. Clin Lung Cancer. 2017;18(3):e203–10.

    CAS  PubMed  Article  Google Scholar 

  52. Wei Y, Wang X, Yang S, Zhou S, Zhang H. The expression and significance of tumor associated macrophages and CXCR4 in non-small cell lung cancer. J BUON. 2018;23(2):398–402.

    Google Scholar 

  53. Zeng Y, Wang X, Yin B, Xia G, Shen Z, Gu W, et al. Role of the stromal cell derived factor-1/CXC chemokine receptor 4 axis in the invasion and metastasis of lung cancer and mechanism. J Thorac Dis. 2017;9(12):4947–59.

    PubMed  PubMed Central  Article  Google Scholar 

  54. Jupiter D. Causal diagrams and multivariate analysis III: confound it! J Foot Ankle Surg. 2015;54(1):145–7.

    PubMed  Article  Google Scholar 

  55. Paratore S, Banna GL, D’Arrigo M, Saita S, Iemmolo R, Lucenti L, et al. CXCR4 and CXCL12 immunoreactivities differentiate primary non-small-cell lung cancer with or without brain metastases. Cancer Biomark. 2011;10(2):79–89.

    CAS  PubMed  Article  Google Scholar 

  56. Liao T, Chen W, Sun J, Zhang Y, Hu X, Yang S, et al. CXCR4 accelerates osteoclastogenesis induced by non-small cell lung carcinoma cells through self-potentiation and VCAM1 secretion. Cell Physiol Biochem. 2018;50(3):1084–99.

    CAS  PubMed  Article  Google Scholar 

  57. Ben-Baruch A. Site-specific metastasis formation: chemokines as regulators of tumor cell adhesion, motility and invasion. Cell Adh Migr. 2009;3(4):328–33.

    PubMed  PubMed Central  Article  Google Scholar 

  58. Liang Z, Zhang J, Zeng X, Gao J, Wu S, Liu T. Relationship between EGFR expression, copy number and mutation in lung adenocarcinomas. BMC Cancer. 2010;10:376–84.

    PubMed  PubMed Central  Article  CAS  Google Scholar 

  59. Begley LA, Kasina S, Shah RB, Macoska JA. Signaling mechanisms coupled to CXCL12/CXCR4-mediated cellular proliferation are PTEN-dependent. Am J Clin Exp Urol. 2015;3(2):91–9.

    PubMed  PubMed Central  Google Scholar 

  60. Rahimi M, George J, Tang C. EGFR variant-mediated invasion by enhanced CXCR4 expression through transcriptional and post-translational mechanisms. Int J Cancer. 2010;126(8):1850–60.

    CAS  PubMed  PubMed Central  Article  Google Scholar 

  61. Wu J, Liu Y, Ma Y, Wang R, Ji X, Zhang Y, et al. Interaction between CXCR4 and EGFR and downstream PI3K/AKT pathway in lung adenocarcinoma A549 cells and transplanted tumor in nude mice. Int J Clin Exp Pathol. 2020;13(2):132–41.

    CAS  PubMed  PubMed Central  Google Scholar 

  62. Hendrix CW, Collier AC, Lederman MM, Schols D, Pollard RB, Brown S, et al. Safety, pharmacokinetics, and antiviral activity of AMD3100, a selective CXCR4 receptor inhibitor, in HIV-1 infection. J Acquir Immune Defic Syndr. 2004;37(2):1253–62.

    CAS  PubMed  Article  Google Scholar 

  63. Peled A, Tavor S. Role of CXCR4 in the pathogenesis of acute myeloid leukemia. Theranostics. 2013;3(1):34–9.

    CAS  PubMed  PubMed Central  Article  Google Scholar 

  64. Lee BC, Lee TH, Avraham S, Avraham HK. Involvement of the chemokine receptor CXCR4 and its ligand stromal cell-derived factor 1alpha in breast cancer cell migration through human brain microvascular endothelial cells. Mol Cancer Res. 2004;2(6):327–38.

    CAS  PubMed  Article  Google Scholar 

  65. He W, Yang T, Gong XH, Qin RZ, Zhang XD, Liu WD. Targeting CXC motif chemokine receptor 4 inhibits the proliferation, migration and angiogenesis of lung cancer cells. Oncol Lett. 2018;16(3):3976–82.

    PubMed  PubMed Central  Google Scholar 

  66. Xie S, Tu Z, Xiong J, Kang G, Zhao L, Hu W, et al. CXCR4 promotes cisplatin-resistance of non-small cell lung cancer in a CYP1B1-dependent manner. Oncol Rep. 2017;37(2):921–8.

    CAS  PubMed  Article  Google Scholar 

  67. Zhu Q, Zhang Z, Lu C, Xu F, Mao W, Zhang K, et al. Gefitinib promotes CXCR4-dependent epithelial to mesenchymal transition via TGF-β1 signaling pathway in lung cancer cells harboring EGFR mutation. Clin Transl Oncol. 2020;22(8):1355–63.

    CAS  PubMed  Article  Google Scholar 

  68. D’Alterio C, Buoncervello M, Ieranò C, Napolitano M, Portella L, Rea G, et al. Targeting CXCR4 potentiates anti-PD-1 efficacy modifying the tumor microenvironment and inhibiting neoplastic PD-1. J Exp Clin Canc Res. 2019;38(1):432–44.

    CAS  Article  Google Scholar 

  69. Tahirovic YA, Pelly S, Jecs E, Miller EJ, Sharma SK, Liotta DC, et al. Small molecule and peptide-based CXCR4 modulators as therapeutic agents. A patent review for the period from 2010 to 2018. Expert Opin Ther Pat. 2020;30(2):87–101.

    CAS  PubMed  Article  Google Scholar 

Download references

Acknowledgements

We thank the participants in each of the individual studies for their involvement.

Funding

Not applicable.

Author information

Authors and Affiliations

Authors

Contributions

QL and YB designed the study. XY and XH established the process of literature selection and screened the abstracts and articles. QL analyzed data and wrote the main anuscript. All authors reviewed and approved the final manuscript.

Corresponding author

Correspondence to Biyun Yu.

Ethics declarations

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interest

The authors declare that they have no conflict of interest.

Additional information

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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data.

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Qiu, L., Xu, Y., Xu, H. et al. The clinicopathological and prognostic value of CXCR4 expression in patients with lung cancer: a meta-analysis. BMC Cancer 22, 681 (2022). https://doi.org/10.1186/s12885-022-09756-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s12885-022-09756-1

Keywords

  • CXCR4
  • Lung cancer
  • Clinicopathological features
  • Prognosis
  • Meta-analysis