CLDN18.2 expression and its impact on prognosis and the immune microenvironment in gastric cancer

Background The investigational use of zolbetuximab (IMAB362), a groundbreaking monoclonal antibody medication targeting claudin 18.2 (CLDN18.2), for treatment of advanced gastrointestinal cancers is currently underway. The unclear clinicopathological characteristics and tumour immune microenvironment of CLDN18.2-positive gastric cancer (GC) make it difficult to develop and optimize CLDN18.2-targeted therapies. Methods A total of 451 tumour tissues, 342 matched paraneoplastic tissues, and 107 matched metastatic lymph nodes were collected from GC patients. These specimens were stained for CLDN18.2 expression and quantified using immunohistochemistry (IHC). Correlations between CLDN18.2 expression and clinicopathological features as well as immune-related factors were analysed. Survival curves were drawn using the Kaplan‒Meier approach, and independent factors affecting GC prognosis were identified using Cox regression analysis. Information from relevant databases was used for corroboration. Results Expression of the CLDN18.2 gene was significantly lower in gastric tumour tissues than in normal tissues (p < 0.001) but comparable in metastatic lymph nodes (p = 0.851). CLDN18.2 expression was significantly associated with Borrmann type, degree of differentiation, PD-L1 expression, and survival in GC patients and was identified as an independent risk factor for patient prognosis (HR = 1.57, 95% CI 1.16–2.11, p = 0.003). There was no correlation between CLDN18.2 expression and HER2, Lauren type, tumour size, TNM stage, or any other clinicopathological characteristic. In CLDN18.2-positive tumours, fractions of CD4 + T cells and CD8 + T cells were significantly higher than those in CLDN18.2-negative tumours. Patients with CLDN18.2-negative expression and significant CD4 + T-cell or CD8 + T-cell infiltration had the best prognosis (5-year OS: 61.0%, P = 0.036; 5-year OS: 62.2%, P = 0.034). Conclusions CLDN18.2 is expressed at a low level in tumour tissues and serves as an independent prognostic factor for patients with GC. Furthermore, CLDN18.2 correlates with immune infiltrating cells and PD-L1 expression. Supplementary Information The online version contains supplementary material available at 10.1186/s12876-023-02924-y.


Introduction
Gastric cancer (GC) is the fifth most common form of cancer worldwide and ranks as the fourth leading cause of cancer-related death [1].The majority of GC cases are diagnosed at an advanced stage, which leads to poor prognosis for patients [2].While several molecular targets have been investigated in clinical trials, only HER2targeted trastuzumab and immune checkpoint inhibitors such as pembrolizumab or nivolumab have demonstrated effective response rates and been established as standard first-line therapies for advanced GC [3,4].There is an urgent need for development of new therapeutic targets and precise treatment regimens to improve the survival rate of patients with advanced GC.
Claudins (CLDNs) are a class of tight junction proteins that regulate the selective permeability and ion homeostasis of epithelial cells and mediate intercellular adhesion [5].The human claudin gene family consists of 27 known members, each selectively facilitating passage of charged and uncharged solutes in a distinct manner.Claudin expression determines paracellular permeability, and expression of specific claudin family members varies across tissues.In the stomach, claudin-18 (CLDN18.2) is the most abundant form, whereas claudin-18.1 is predominantly expressed in the lung [6].Cancer patients show claudin-18 deficiency (both pulmonary and gastric subtypes) early in the Correa cascade [7], and claudin-18 deficiency is an independent predictor of poor prognosis in cancer patients [8].However, isoform 2 of claudin-18 (CLDN18.2),encoded by the CLDN18 gene, is typically inaccessible to antibodies due to its location within tight junctions of gastric mucosal cells.Nonetheless, during malignant transformation and loss of cell polarity, CLDN18.2becomes exposed on the surface of tumour cells and is expressed in a significant proportion of primary gastric cancers and their metastases [9].These unique features have drawn attention to the role of CLDN18.2 as a potential therapeutic target in GC.
Zolbetuximab is a first-in-class chimeric monoclonal IgG1 antibody that binds to CLDN18.2 and induces tumour cell death through antibody-dependent cytotoxicity (ADCC) and complement-dependent cytotoxicity (CDC) mechanisms [10][11][12].A randomized phase II study (FAST) showed that in advanced gastric adenocarcinoma patients with CLDN18.2 expression, addition of zolbetuximab to first-line EOX therapy improved progression-free survival (PFS) and overall survival (OS) compared to EOX alone.Zolbetuximab plus EOX is generally well tolerated, with manageable adverse events [12].Based on the therapeutic advantage observed in the overall patient population and in patients with moderate-to-strong CLDN18.2expression in at least 70% of tumour cells, zolbetuximab 800/600 mg/m2 is being evaluated in phase III trials.In the MONO trial (phase IIa), zolbetuximab demonstrated a 9% objective response rate (ORR) and a 23% clinical benefit rate as second-line and subsequent firstline therapy for GC [13].According to the latest results of a global phase III randomized trial (SPOTLIGHT) [14], zolbetuximab plus mFOLFOX6 significantly reduced patients' risk of disease progression or death compared to mFOLFOX6 alone in CLDN18.2-positiveand HER2-negative advanced gastric or gastroesophageal junction adenocarcinoma.Another global phase III trial, GLOW (NCT03653507), is currently comparing the therapeutic efficacy of CAPOX plus zolbetuximab versus CAPOX plus placebo in CLDN18.2-positiveGC patients with recurrence or metastasis [15].
Recent retrospective studies have investigated the clinicopathological characteristics and prognostic implications of CLDN18.2-positiveGC [16][17][18][19].A Japanese retrospective study reported significantly higher CLDN18.2expression in GCs of the diffuse histological subtype according to the Lauren classification and in high-grade (G3) tumours [19].Another study by Jia K et al. explored the relationship between CLDN18.2 expression, clinicopathological characteristics, and immunotherapy outcomes in GC patients, finding that CLDN18.2-positivetumours had a significantly higher fraction of CD8 + T cells than CLDN18.2-negativetumours [20].Tumour-infiltrating immune cells exhibit diverse phenotypes and functions, which can have both protumorigenic and antitumorigenic effects [21].Understanding interactions among various components of the tumour microenvironment may provide insights into the biology of GC [22].However, few studies have investigated the association between CLDN18.2 and HER2, PD-L1, and the tumour immune microenvironment in GC patients without prior preoperative anticancer treatment, including chemotherapy, radiotherapy, biotherapy, or immunotherapy.
The goal of this research was to explore expression of CLDN18.2 in gastric cancer, its clinical significance, and its relationship with the tumour immune microenvironment.In this study, we evaluated the expression level of CLDN18.2 in 451 tumour tissues, 342 paracancerous tissues, and 107 metastatic lymph nodes using immunohistochemistry (IHC).We also investigated independent factors influencing the prognosis of GC using Cox regression analysis, and we assessed TILs (CD3 + T cells, CD4 + T cells, and CD8 + T cells), HER2, PD-L1, and Foxp3 expression levels to explore their correlation with CLDN18.2.To support our findings, we incorporated information from several public medical databases.

Patient samples
From March 2008 to August 2017, we selected a total of 451 gastric cancer (GC) patients admitted to the Cancer Hospital of Chinese Academy of Sciences (Zhejiang Cancer Hospital).The following inclusion criteria were used: (1) all of the samples had a pathological diagnosis of gastric cancer; (2) no antitumour treatment, such as chemoradiotherapy, biotherapy, or immunotherapy, had been administered before surgery; and (3) the patients' medical records were complete.The exclusion criteria were as follows: (1) other types of malignant tumours; (2) metastasis from other malignant tumours; and (3) severe cardiopulmonary insufficiency, renal insufficiency, and other underlying diseases.
The study population consisted of 451 GC patients who underwent surgery at our centre.Haematoxylin and eosin (H&E)-stained sections were prepared for each patient's surgically removed tumour.Paracancerous tissue was defined as tissue 2 cm from the edge of the tumour lesion, and in this study, the corresponding paracancerous tissue was obtained next to the tumour tissue.Metastatic lymph nodes were also obtained from these 451 gastric cancer patients.All available slides for the patients enrolled in this study were rereviewed following a standard histologic protocol by two pathology doctors holding the rank of Associate Chief Physician or above.
We collected a total of 451 tumour tissue samples, 342 paracancerous tissue samples, and 107 metastatic lymph node samples.The collected gastric tumour tissues, paracancerous tissues, and metastatic lymph nodes were treated with 4% paraformaldehyde and embedded in paraffin.Immunohistochemistry was performed on tissue microarrays prepared from these paraffin-embedded tissues to detect expression of CLDN18.2,Foxp3, HER2, and PD-L1 and CD3 + T cells, CD4 + T cells, and CD8 + T cells.Clinicopathological and survival data for the 451 patients were obtained through telephone follow-up and review of inpatient medical records.The collected data included patient age, sex, history of smoking, alcohol consumption, weight, family history of cancer, tumour location, Borrmann type, Lauren type, degree of differentiation, pathological type, tumour size, T stage, N stage, M stage, TNM stage, and tumour markers.TNM staging of gastric cancer was based on the eighth edition of the American Joint Committee on Cancer's (AJCC) staging criteria.
For detection of HER2 in gastric cancer, immunohistochemistry (IHC) was used as the preferred method based on the guidelines for detection of HER2 in gastric cancer from 2011 to 2016 [23].Cases with IHC 3 + were classified as HER2 positive; patients with IHC 1 + and IHC 0 were classified as HER2 negative.Cases with IHC 2 + were considered "uncertain" and required further testing by in situ hybridization to confirm the HER2 status.If amplification was detected, the case was classified as HER2 positive, and if no amplification was detected, it was classified as HER2 negative.
Expression of PD-L1 was evaluated using the combined positive score (CPS), which is calculated by dividing the number of PD-L1-positive cells (including tumour cells, lymphocytes, and macrophages) by the total number of tumour cells.The CPS evaluation criteria involved the presence of membrane staining in tumour cells at any intensity, as well as membrane/cytoplasmic staining in lymphocytes and macrophages.The stained cells are expressed as a percentage of the total tumour cells, excluding necrotic cells, mesenchymal cells, carcinoma in situ, and other immune cells such as neutrophils, eosinophils, and plasma cells [24].CPS was calculated as CPS= [number of PD-L1-positive cells (tumour cells, lymphocytes, macrophages)/total tumour cells] × 100.CPS ≥ 10 was scored as positive.The number of CD3 + T, CD4 + T and CD8 + T cells on the microarrays was counted.Patients were categorized into high and low expression groups based on the median number of stained cells.
Membrane expression of CLDN18.2 was assessed using the H-score system.The H-score was calculated using the Formula H-score = ∑ (IS × AP), where IS represents the staining intensity and AP represents the percentage of positively stained tumour cells.The staining intensity (IS) was assigned a value between 0 and 3 (0 = no staining, 1 = weak staining, 2 = intermediate staining, 3 = strong staining); the percentage of positively stained cells (AP) was assigned a value between 0 and 4 (0 = 0%, 1 = 1-25%, 2 = 26-50%, 3 = 51-75%, 4 = 76-100%).When assessing the percentage of positively stained cells, the cancer cells/ epithelial cells in the normal adjacent tissue as well as the stromal compartment were included.The H-score ranges from 0 to 12, and an H-score of 1 or above indicates CLDN18.2-positiveexpression; an H-score of 0 indicates CLDN18.2-negativeexpression.Additionally, a cutoff value of H-score = 6 was defined to determine high expression (H-score ≥ 6) and low expression (H-score < 6) groups.

Bioinformatics analysis
Expression of the CLDN18 gene in normal gastric tissue and gastric cancer was analysed using TNMplot.com(https:// tnmpl ot.com/ analy sis/), which allows for online analysis of The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression, and Gene Expression Omnibus (GEO) data [25].
The KM plotter tool was utilized to assess the effect of CLDN18 on survival in gastric cancer.KM plotter is based on databases from TCGA, GEO, and European Genome-phenome Archive (https:// kmplot.com/ analy sis/).In addition, the Gene Expression Profiling Interactive Analysis (GEPIA) database, available at http:// GEPIA.cancer-pku.cn, was used to analyse the impact of CLDN18 on survival in gastric cancer [26].

Statistical analysis
Statistical analysis was conducted utilizing SPSS version 26.0 for Mac software (IBM Corp., Chicago, IL, USA).The chi-square and Fisher's exact tests were utilized to compare categorical variables.One sample t test was used for comparison of two groups of continuous variables.One-way ANOVA was used for comparison of multiple continuous variables.The Kaplan-Meier technique and the log-rank test were used to determine survival rates.We determined the hazard ratios (HRs) using Cox proportional hazards regression with 95% confidence intervals (CIs).Cancer mortality was designated as the endpoint.A P value < 0.05 was considered significant to include variables in Cox regression multivariate analysis.For each important variable, HRs and 95% CIs were calculated and compared to the reference category.A P value < 0.05 was considered significant.A forest plot was formulated using R 4.2.1 (The R Foundation for Statistical Computing, Vienna, Austria) with the forestmodel and survival packages.

CLDN18.2 is expressed at low levels in gastric tumours and correlates negatively with the prognosis of patients
According to the analysis conducted at TNMplot.com, gene expression of CLDN18 in gastric tumours was significantly lower than that in normal tissues (Figure S1A, B, P < 0.01).However, when assessing the effect of CLDN18 expression on survival in gastric cancer patients using the GEPIA database and KM plotter, no significant correlation was found (Figure S1C, D, P > 0.05).
Kaplan-Meier survival curves were utilized to analyse the effect of CLDN18.2 on gastric cancer survival rates.Positive expression of CLDN18.2 was associated with shorter overall survival (OS) in GC patients (Fig. 1D, P = 0.026).However, patients with high levels of CLDN18.2 expression did not show a significantly worse prognosis than those with low levels of CLDN18.2 expression (Fig. 1E).These findings suggest a potential negative correlation between the level of CLDN18.2 expression in gastric tumour tissues and patient prognosis.

Relationship between expression of the CLDN18.2 protein and clinicopathological features
Based on Table 2, the expression level of CLDN18.2 in gastric cancer showed little significant correlation with various clinicopathological characteristics (chi-square and Fisher's exact tests), except for the level of PD-L1 expression (p = 0.004).It is worth noting that this lack of significant correlation may be due to the grouping variable approach used in the analysis.
To further investigate the relationship between CLDN18.2 expression levels and specific clinicopathological features, we analysed the association with Borrmann type (one sample t test), Lauren type (one-way ANOVA), and grade of differentiation (one-way ANOVA) (Fig. 1F-H).The analysis revealed that CLDN18.2expression levels were higher in Borrmann types I and II than in Borrmann types III and IV (p = 0.001).Additionally, there was a strong correlation between the degree of gastric tumour hypodifferentiation and high CLDN18.2expression levels (p = 0.0098).These findings suggest that CLDN18.2expression levels are associated with the degree of tumour differentiation, Borrmann type, and PD-L1 expression levels.

CLDN18.2 is an independent prognostic marker for gastric cancer
Cox regression analysis was performed to explore factors outside of gastric cancer (GC) itself that might influence its prognosis.In univariate Cox analysis, positive CLDN18.2expression was found to correlate significantly with overall survival (OS) (P = 0.028).Additionally, age, pT stage, pN stage, pTNM stage, tumour location, and tumour size were also identified as significant factors in univariate analysis (Table 3, all P < 0.05).
Multivariate Cox analysis was conducted to further examine the data that showed significance in univariate analysis.The results revealed significant associations between CLDN18.2 expression and OS (HR = 1.37, 95% CI = 1.03-1.81,P = 0.031), as well as age, pN stage, and tumour size (Fig. 2, all P < 0.05).These findings suggest that CLDN18.2expression may act as an independent risk factor in gastric cancer.

CLDN18.2 expression regulates the GC immunological microenvironment
In our investigation of the immunological microenvironment in gastric cancer (GC) patients, we observed strong correlations between CLDN18.2 expression levels and CD4 + T cells, CD8 + T cells, and B cells according to the TISIDB database analysis (Figure S2A, all p < 0.05).However, when examining the TIMER database, we found that CLDN18.2expression levels correlated with CD8 + T cells and Foxp3 expression levels (p < 0.05) but not with CD4 + T cells, B cells, CD274 (PD-L1) expression levels, or ERBB2 (HER2) expression levels (Figure S3, p > 0.05).These discrepancies between the two databases may contribute to the contradictions in the results.
In our assessment of HER2 expression using the IHC method and PD-L1 expression using the combined positive score (CPS) in 451 GC samples, we found that neither HER2 nor PD-L1 expression levels significantly affected the overall survival (OS) of patients (Fig. 3A,  B).The positive rate of HER2 and PD-L1 expression in tumour tissues was higher than that in paracancerous tissues (p < 0.05, Fig. 3C, F), but there was no significant difference compared to metastatic lymph nodes (Fig. 3D, G).We observed a positive correlation between CLDN18.2 expression levels and PD-L1 expression levels (p = 0.004, Fig. 3H), yet no significant correlation was found for HER2 expression levels (Fig. 3E).
In our evaluation of tumour-infiltrating lymphocytes (TILs) and Foxp3 expression in tumour tissues using immunohistochemistry (IHC) in 358 patients, patients with high levels of CD4 + T cells or CD8 + T cells exhibited better prognosis (Fig. 4C, E, all p < 0.05).However, levels of CD3 + T cells and Foxp3 expression had no significant effect on the prognosis of GC patients (Fig. 4A,  G).Furthermore, we found that the number of CD3 + T cells and CD8 + T cells correlated positively with the level of CLDN18.2 expression (Fig. 4B, F) but not with CD4 + T cells and Foxp3 (Fig. 4D, H).

Discussion
The prevalence of gastric cancer (GC) remains high worldwide, with over one million new cases diagnosed in 2020, and the disease has the fourth highest mortality rate among men and the fifth highest mortality rate among women of all malignancies [1].Claudins, a family of proteins involved in forming tight junctions, play a crucial role in cell adhesion and are important targets for therapeutic interventions [6].CLDN18.2, a specific subtype of claudin, is found in supramolecular complexes formed between normal epithelial cells and is maintained during malignant transformation, making it an attractive target for antibody binding and immune recruitment [9].CLDN18.2 has the potential to be an important therapeutic molecule for patients with advanced GC, with a trend towards benefit in those who have higher CLDN18.2expression [12].The main objective of this study was to investigate differential expression of CLDN18.2 in gastric tumour tissues, adjacent normal tissues, and metastatic lymph nodes using immunohistochemistry (IHC) and then to explore the correlation of CLDN18.2 expression with various clinicopathological features, including survival.Additionally, we sought to investigate the relationship between CLDN18.2 and other factors, such as HER2, PD-L1, Foxp3, and tumour-infiltrating lymphocytes (TILs).Previous studies have reported downregulation of CLDN18 in nearly half of GC cases, suggesting its potential as an early event in gastric carcinogenesis [7].Studies involving CLDN18 knockout in mice revealed that its deletion leads to tumour formation, even in the absence of Helicobacter pylori infection [29].Our analysis using the TNMplot.comdatabase showed significantly lower expression of the CLDN18 gene in gastric tumour tissues than in normal tissues.In our cohort of 342 gastric tumour tissues and their corresponding adjacent tissues, we observed significantly lower positive expression of CLDN18.2 in tumour tissues (54.68%) than in adjacent tissues (99.12%, p < 0.001), which is consistent with database results.Several prior studies have also reported downregulation of CLDN18 as a characteristic of GC [8,30,31].A low expression level of claudin proteins in tumour cells is consistent with the concept of destruction of tight junctions leading to disruption of epithelial cell cohesion and promoting cell invasiveness [32].In addition, we did not find a significant difference in CLDN18.2expression between gastric tumour tissues and corresponding metastatic lymph nodes.In our patient cohort, positive expression of CLDN18.2 was associated with PD-L1 positivity, and lower CLDN18.2expression was observed in Borrmann type 3/4 tumours and moderately or highly differentiated tumours [20].These findings differ from a study by Kubota et al. [33], who reported an association between CLDN18.2 positivity and Borrmann type 4, KRAS amplification, low CD16 expression, and high CD68 expression.A related study reported that CLDN18.2expression was associated with advanced stage (III, IV) [20].Earlier single cohort studies demonstrated that expression of CLDN18.2 in GC is related to a diffuse phenotype [16,19,34].However, in our study, we did not find differential expression of CLDN18.2 based on Lauren type or TNM stage.A recent meta-analysis also reported no significant correlation between CLDN18.2 expression and Lauren type or TNM stage [17].The correlation of high CLDN18.2expression with tumour hypodifferentiation may be one of the reasons for the poor prognosis of CLDN18.2-positivecancers.
In terms of prognosis, our study showed that patients with positive CLDN18.2expression had significantly worse prognosis than those with negative expression (5-year overall survival: 50.2% vs. 57.6%,p = 0.026).However, we analysed the prognosis of GC patients in both databases using the median as the cut-off value, and  [7,8], which contradicts our findings.To further explore prognostic implications, we reclassified the CLDN18.2positiveexpression group into high and low expression groups based on the median (H-score = 6) cut-off value., though there was no statistically significant difference in prognosis between these two groups.
CLDN18.2 has been identified as an independent factor affecting patient prognosis [6,8], as confirmed by our univariate and multivariate analyses.However, contrary to the study by Jun KH et al. [8], positive CLDN18.2expression in our study predicted poor prognosis for patients.This discrepancy may be attributed to differences in sample inclusion and exclusion criteria, as well as CLDN18.2grouping differences.Notably, our patient sample had more advanced disease than the patients studied by Jun et al. (79.16% vs. 50.0% in stage III/IV).However, CLDN18 expression starts to decline in early gastric cancer or even in some intestinal chemosis of gastric tissue [7].These reasons may have led to inconsistent results with previous studies.
The correlation between CLDN18.2 expression and other factors, such as HER2 and PD-L1, has been investigated in several studies.In advanced gastric or gastroesophageal junction cancers, Kubota Y et al. found no correlation between CLDN18.2 expression and HER2 or PD-L1 levels and that CLDN18.2expression does not influence the efficacy of anti-PD-1 antibodies [33].Similarly, Pellino A et al. reported no correlation between CLDN18 expression and HER2 or PD-L1 expression levels (CPS ≥ 1 and CPS ≥ 5) [36].In our study, we used IHC to examine expression of CLDN18.2,HER2, and PD-L1 in 451 GC tissues and found a positive correlation between CLDN18.2 expression and PD-L1 (p = 0.004) but no correlation with HER2.We also observed high expression levels of HER2 and PD-L1 in gastric tumour tissues.Further investigation of the role of tumour-infiltrating lymphocytes (TILs) may contribute to a comprehensive understanding of the immune microenvironment and aid in the development of personalized immunotherapies [37].TILs, including CD3+, CD4+, and CD8 + T cells, have been associated with a favourable prognosis in GC [38].In our study, we found that high infiltration of CD4 + and CD8 + T cells was associated with better prognosis.Additionally, when CLDN18.2 expression was paired with CD4 + or CD8 + T-cell infiltration, patients with CLDN18.2-negativeexpression and significant T-cell infiltration had the best prognosis.
Our study has a few limitations.First, we included data from only a single medical institution, which is somewhat insufficient and may not be representative of the national patient population.Second, this was a retrospective study, which inevitably results in selection bias and information bias.Third, we used relatively old archival specimens for the study, which may have affected the rate of CLDN18.2 positivity as well as other indicators.
The findings suggest that CLDN18.2 may play a role in gastric cancer development and serve as a potential prognostic marker.It may also have a regulatory role in the immune microenvironment of gastric cancer.Further research is needed to elucidate the precise mechanisms and potential therapeutic implications of CLDN18.2 in gastric cancer.

Conclusion
Expression of CLDN18.2 was found to be decreased in gastric tumour tissues compared to adjacent noncancerous tissues.Specifically, CLDN18.2 expression is significantly lower in Borrmann type 3/4 tumours, as well as in moderately or highly differentiated tumours.Additionally, a negative correlation exists between CLDN18.2 expression and patient prognosis.Interestingly, a combination of CLDN18.2-negativestatus with high levels of CD4 + T cells or CD8 + T cells is predictive of better prognosis in gastric cancer.

Fig. 1 A
Fig. 1 A Tissue microarrays of GC tumour tissues, paracancerous tissues and metastatic lymph nodes stained for the CLDN18.2protein (4× and 20× magnifications).B Differential expression of CLDN18.2 in tumour and paracancerous tissues of GC.C Differential expression of CLDN18.2 in tumour tissues and metastatic lymph nodes of GC.D, E Kaplan-Meier OS curves of GC patients with different CLDN18.2levels in tumour tissues (log-rank test).* Statistically significant (P < 0.05).F-H Differences in CLDN18.2expression levels by Borrmann type, Lauren type, and grade of differentiation

Fig. 3 A
Fig. 3 A Kaplan-Meier OS curves of GC patients with different HER2 levels in tumour tissues (log-rank test).B Kaplan-Meier OS curves of GC patients with different PD-L1 levels in tumour tissues (log-rank test).C Differential expression of HER2 in tumour and paracancerous tissues of GC.D Differential expression of HER2 in tumour tissues and metastatic lymph nodes of GC.E The number of samples was based on expression of CLDN18.2 and HER2 in tumour tissues.F Differential expression of PD-L1 in tumour and paracancerous tissues of GC.G Differential expression of PD-L1 in tumour tissues and metastatic lymph nodes of GC.H The number of samples was based on expression of CLDN18.2 and PD-L1 in tumour tissues

Fig. 5
Fig. 5 Kaplan-Meier survival curves for OS based on CLDN18.2expression in tumour tissues in combination A with CD3 + T expression.B CD4 + T expression.C CD8 + T expression.D Foxp3 expression.E HER2 expression.F PD-L1 expression

Table 1
Differential expression of CLDN18.2 in gastric cancer

Table 2
Correlations between CLDN18.2 expression levels and the clinicopathological features of gastric cancer patients

Table 3
Univariate analysis of prognostic factors for GC a) * Statistically significant (P < 0.05) Forest plot of the results of the multivariate COX regression model for exploring potential risk factors for OS in GC patients from the Zhejiang Cancer Hospital