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BMC Cancer logoLink to BMC Cancer
. 2020 Aug 5;20:731. doi: 10.1186/s12885-020-07234-0

The presence of tumour-infiltrating lymphocytes (TILs) and the ratios between different subsets serve as prognostic factors in advanced hypopharyngeal squamous cell carcinoma

Jie Wang 1,#, Shu Tian 2,#, Ji Sun 3, Jiahao Zhang 3, Lan Lin 3, Chunyan Hu 3,
PMCID: PMC7406390  PMID: 32758195

Abstract

Background

Cancer cells induce the infiltration of various immune cells that are located or distributed in different sites and play multiple roles, which have recently been proposed to predict clinical outcomes. We therefore studied the prognostic significance of the presence of tumour-infiltrating lymphocytes (TILs) and the ratios between different types of immune cells in hypopharyngeal squamous cell carcinoma (HPSCC).

Methods

We retrospectively analysed 132 consecutive patients diagnosed with advanced HPSCC in 2013–2017. Tumoural parenchyma was immunohistochemically counted manually for the number of CD8, CD4 and Foxp3 cells. The ratios of CD8/Foxp3 and CD8/CD4 ratios were calculated for each specimen and analyzed with respect to patient clinicopathological variables and prognosis.

Results

HPSCC patients with high levels of TILs showed evident correlations with well differentiated tumors (P < 0.05). Moreover, Foxp3+ TIL is also associated with overall staging group and T category (P = 0.048 and P = 0.046, respectively). Kaplan-Meier analysis showed that high CD8 and FoxP3 infiltration correlated with favourable overall survival (OS, P = 0.019 and P = 0.001), disease-free survival (DFS, P = 0.045 and P = 0.028) and distant metastasis-free survival (DMFS, P = 0.034 and P = 0.009), respectively, but only Foxp3 displayed prognostic significance for DMFS in multivariate analysis (MVA). In the lymphocyte ratio analysis, CD8/Foxp3 appeared to play a pivotal role, and patients with a high CD8/Foxp3 ratio had a superior 3-year DFS and DMFS compared with those a low CD8/Foxp3 ratio in both univariate analysis (UVA) and MVA (P = 0.015 and P = 0.011). A high CD8/CD4 ratio was associated with better DFS and local relapse-free survival (LRFS) in UVA, and was an independent prognostic factor for improved LRFS in MVA (P = 0.040).

Conclusion

Although high TILs levels were determined to be prognostically significant in advanced HPSCC, the ratios of these subsets may be more informative. Particularly, a higher ratio of CD8/Foxp3 accurately predicts prognosis for improved DFS and DMFS, and an increased CD8/CD4 ratio is an independent predictor for favourable LRFS.

Keywords: Tumour-infiltrating lymphocytes, CD8/Foxp3 ratio, CD8/CD4 ratio, Immunohistochemistry, Advanced hypopharyngeal squamous cell carcinoma

Background

Hypopharyngeal squamous cell carcinoma (HPSCC) is a highly malignant type of head and neck cancer, which is the eighth most common cancer worldwide [1]. Although its incidence is comparatively low, HPSCC is usually diagnosed at an advanced stage due to unapparent early symptoms [2] . Although there are many treatments, such as surgery, concurrent chemoradiation therapy (CCRT) and radiation therapy, the five-year survival rate is less than 35% [3, 4]. Given the difficulty of diagnosing HPSCC at an early stage as well as its severe prognosis, new approaches concerning prognostic evaluation and treatment alternatives are necessary. It is urgent to find novel biological factors that accurately predict clinical outcomes for HPSCC patients.

In recent years, it has been increasingly recognized that the immune microenvironment is the “battlefield” between tumour progression and the immune system defence. Immune surveillance and immune escape provide a dynamic balance, inhibiting tumour progression by recognizing and killing tumour cells, and weakening the antitumour activity of immune cells by expressing inhibitory molecules and secreting cytokines [5]. Tumour-infiltrating lymphocytes (TILs), which are heterogeneous lymphocyte population mainly composed of T lymphocytes, are important in the tumour immune microenvironment; they were first proposed in 1986 and have been proven to be an independent prognostic biomarker in various tumours [69]. Growing evidence indicates that TILs consist of numerous antitumour effector or regulatory T cells (Tregs) and are key players in the host’s immune response to tumour. Thus, evaluating the functions of different TIL subsets may provide a better understanding of tumour progression and effective antitumour strategies. In fact, the most consistently beneficial TILs seem to be CD8+ TILs, which are regarded as cytotoxic T lymphocytes (CTLs), and specifically recognize and destroy target cells [10]. These cells have been reported to be the major effector cell for tumour elimination by recognizing tumour-derived antigenic epitopes [11]. In contrast, Foxp3+ TILs have been classified as Tregs, and may actually contribute to suppressing antitumour immune responses [12]. In most studies, Tregs are generally considered to play a crucial role in the process of immune escape, helping tumour cells avoid immunological surveillance. However, the prognostic significance of Foxp3+ TILs remains controversial. For instance, Foxp3+ TILs were reported to be linked to favourable clinical outcomes in non-small cell lung cancer (NSCLC) and sinonasal squamous cell carcinoma [13, 14], but others reported that Foxp3+ TILs were correlated with to worse prognosis [15, 16]. Furthermore, CD4+ TILs are derived from T cells mediated by IL-2, which include a T helper cell population and Tregs. In terms of antitumour immunity, T helper cell activation is effective and plays an important role in inducing or motivating CTLs, whereas CD4+ Tregs suppress effector T lymphocytes [17, 18]. However, whether these pro-tumour effects outweigh antitumour effects or are equal in a particular tumour is debatable. This could explain why the benefits of CD4+ T cell infiltration on the prognosis of different tumours are somewhat inconsistent. From the above, it is evident that TILs may act as a double-edged sword, and the relations between the different types of immune cells have not been thoroughly examined. More recently, the hypothesis that lymphocyte ratios could have more prognostic significance has gained much attention. Emerging evidence has shown that higher ratios of CD8+/Foxp3+ and CD8/CD4 are more sensitive indicators of prognosis and for monitoring immune function, even serving as biomarkers to predict tumour relapse and responses to treatment [13, 1921]. A study by Sideras et al. examined the fresh metastatic tissues of 47 patients with colorectal cancer liver metastases and found a high CD8+/Foxp3+ ratio was an independent predictor of survival [22]. Specifically, the ratios of these subsets may provide a more comprehensive view of what occurs in the tumour microenvironment and which T cell subtype dominates or is likely to overshadow the functions of other T-cells. Previous works have demonstrated that high CD8 and Foxp3 expression contributed to better overall survival (OS) and disease-free survival (DFS) in HPSCC, yet the correlations of CD8/Foxp3 and CD8/CD4 wiht clinical outcomes remain unclear.

Based on the consideration that the quantitative ratios are probably more important in the tumour immune microenvironment, this study focuses on the prognostic significance of TILs and the relations of the CD8/Foxp3 and CD8/CD4 ratios with clinical outcomes and further seeks to determine more reliable biomarkers in a relatively larger advanced HPSCC cohort, which may appropriately select high-risk patients eligible for more aggressive therapeutic agents.

Methods

Specimens and0020patients

The present study enrolled 132 patients with HPSCC from 2013 to 2017, who underwent surgical treatment at the Eye and ENT Hospital of Fudan University, Shanghai, China. None of the patients received neoadjuvant chemotherapy or other therapies. All HPSCC specimens were fixed in 10% formalin and embedded in paraffin for histopathological analysis and immunohistochemistry. Haematoxylin-eosin (HE) staining of the sections was in an automated stainer/coverslipper workstation (HistoCore SPECTRA ST, Leica, Wetzlar, Germany). Complete clinical data were collected and all patients gave written informed consent before surgery. The Institutional Review Committee of the Eye and ENT Hospital granted ethical approval.

Immunohistochemical (IHC) staining and evaluation

IHC staining was performed in automated immunostainer (Ventana Medical System, USA) using the following antibodies: anti-CD8 (SP16 Gene Tech, Shanghai, China, ready to use), anti-CD4 (EP204 Gene Tech, Shanghai, China, ready to use) and anti-Foxp3 (rabbit mAb, 98,377; CST, 1:200). Sections 4 μm were placed on glue-coated glass slides (PRO-01, Matsunami, Japan). Human tonsil sections were used as positive controls for CD8, Foxp3 and CD4. A negative control was performed by omitting the primary antibody. All conditions and procedures were defined as in our previous studies [23]. Tumoural parenchyma (tumour bed) was distinguished from the stroma using HE staining and the levels of CD8, Foxp3 and CD4 expression were counted manually under 10 randomly selected high-power fields (400X) for each slide. Areas of the tumour with haemorrhage or necrosis were avoided. Median values were used for cut-offs and the patient cohort was separated into high and low groups, as described in our previous study [23].

Representative images of the immunohistochemical detection of tumour-infiltrating T lymphocytes are shown in Fig. 1a-f. Two independent pathologists who were blinded to the patient data reviewed the slides. The medians were 80 for CD8 (range 1 to 900), 30 for Foxp3 (range 2 to 300) and 30 for CD4 (range 1to 400), respectively. We also investigated the ratios of CD8/Foxp3 and CD8/CD4, calculating them for each individual tumour. Similarly, the optimal cut-off points were calculated, along with their medians: the values were 2.50 (range 0.1 to 33.33) for CD8/Foxp3 and 3 (range 0.17 to 150) for CD8/CD4.

Fig. 1.

Fig. 1

Immunohistochemical staining of CD8, CD4, and Foxp3 in the HPSCC cohort. a CD8high and b CD8low infiltration (200×); c CD4high infiltration and d CD4low infiltration (200×); e Foxp3high infiltration and f Foxp3low infiltration (200×). Abbreviations: HPSCC, hypopharyngeal squamous cell carcinoma

Statistical analysis

Statistical analyses were performed by using SPSS (22.0, IBM, Armonk, NY, USA). Fisher’s exact test and the chi-squared test were used to evaluate the associations among the variables. The relationships between the different lymphocyte infiltrates were calculated using Pearson’s correlation coefficient. The Kaplan-Meier method and log-rank test were conducted to determine the prognosis at different survival end points. We used four clinical end points in this study: 1) overall survival (OS) was defined as the time from surgery until the date of death from any cause; 2) disease-free survival (DFS) was defined as the time from surgery until the date of the first recurrence/metastasis or death from any cause; 3) distant metastasis-free survival (DMFS) was defined as the time from surgery until the date of distant metastasis of the tumour or occurrence of death from any cause; and 4) local relapse-free survival (LRFS) was defined as the time from surgery until the date of local recurrence or death from any cause. Univariate and multivariate analyses (UVA and MVA) of prognostic factors were performed using the Cox proportional hazards model. The multivariate variables were adopted from their prognostic significance in UVA (P < 0.05). P < 0.05 was considered statistically significant.

Results

Patient characteristics

The study cohort included 132 patients in this who were diagnosed with HPSCC, and the clinical characteristics of these patients are summarized in Table 1. The samples included 131 males and 1 female with a median age of 60 years (range: 40–76 years). Twenty-nine (22%) patients had higher pathological grading (grade III), and 103 (78%) patients had lower pathological grading (grades I and II). As described above, the HPSCC patients were divided into 2 groups based on their overall staging group according to the AJCC 7th (American Joint Committee on Cancer) edition cancer staging system: namely overall staging group III (35, patients, 26.5%) and IVA or IVB (97 patients, 73.5%). Patients smoked at least 20 packs of cigarettes per year as many as 115 (87.1%) and smoking less than 20 packs group was 17 (12.9%). Regarding alcohol consumption, 28 (21.2%) patients consumed less than 10–40 g/day, and 104 (78.8%) patients consumed at least 40 g/day. Most tumours were located in the pyriform sinus (PS).

Table 1.

Clinicopathological characteristics of 132 patients

Characteristic N (%)
Age at diagnosis
  < 60y 71 (53.8)
  ≥ 60y 61 (46.2)
Sex
 Male 131 (99.2)
 Female 1 (0.8)
Smoke history
 No 17 (12.9)
 Yes 115 (87.1)
Drink history
 No 28 (21.2)
 Yes 104 (78.8)
Site
 Pyriform sinus 116 (87.9)
 Not pyriform sinus 16 (12.1)
Grade
 G1 + G2 103 (78.0)
 G3 29 (22.0)
Stage
 III 35 (26.5)
 IVA/IVB 97 (73.5)
T category
 T1–3 55 (41.7)
 T4a 77 (58.3)
N category
 N0–1 55 (41.7)
 N2–3 77 (58.3)
Laryngectomy
 Total 77 (58.3)
 Partial 55 (41.7)

Follow up

With a median follow-up of 28.4 months (interquartile range 20.9–39.1 months), the 3-year OS, DFS, DMFS and LRFS for the entire cohort were 68.2% (95% confidence interval [CI], 57.8 to 78.6%), 62.1% (95% CI, 52.1 to 72.1%), 72.6% (95% CI, 62.2 to 83.0%) and 79.7% (95% CI, 72.4 to 87.0%), respectively. During the follow-up period, 42 (31.8%) patients experienced treatment failure. A total of 16 (12.1%) and 17 (12.8%) patients had only locoregional recurrence or distant metastasis, respectively, and 9 (6.8%) patients had both.

Association among different variables

Regarding the correlations of the immune markers with clinicopathological characteristics, high levels of TILs (CD8, Foxp3 and CD4) showed evident correlations with lower histopathological grade. The CD8/Foxp3 ratio was associated with the expression of CD8 and Foxp3, and the CD8/CD4 ratio correlated with each subtype of CD8 and CD4 infiltrates (P < 0.05). Similarly, Foxp3+ TILs exhibited an association with both overall staging group and T category (P = 0.048 and P = 0.046, respectively). We also found marked correlations among CD8, CD4 and Foxp3 using Pearson’s correlation coefficient (P < 0.001, Fig. 2a-c). Other relationships between immune marker expression and clinicopathological parameters are summarized in Table 2.

Fig. 2.

Fig. 2

Correlations of the numbers of a CD8 and Foxp3, b CD8 and CD4, and c CD8 and Foxp3 infiltrating lymphocytes (P < 0.001)

Table 2.

Associations between the clinicopathological factors of HPSCC with the status of CD8, CD4, and Foxp3 infiltration and the CD8/Foxp3 and CD8/CD4 ratios (N = 132)

Characteristic CD8 P CD4 P Foxp3 P CD8/Foxp3 P CD8/CD4 P
low high low high low high low high low high
Age at diagnosis 0.033* 0.295 0.727 0.166 0.861
  < 60y 31 40 31 40 37 34 33 38 34 37
  ≥ 60y 38 23 33 28 29 32 36 25 31 30
Sex 1.000 1.000 1.000 1.000 0.492
 Male 1 0 0 1 0 1 1 0 1 0
 Female 68 63 64 67 66 65 68 63 64 67
Smoke history 0.124 0.120 0.604 0.124 0.072
 No 12 5 5 12 7 10 12 5 12 5
 Yes 57 58 59 56 59 56 57 58 53 62
Drink history 0.671 0.834 0.832 1.000 0.832
 No 16 12 13 15 13 15 15 13 13 15
 Yes 53 51 51 53 53 51 54 50 52 52
Site 0.064 0.290 0.059 0.433 0.948
 Pyriform sinus 57 59 54 62 54 62 59 57 57 59
 Not pyriform sinus 12 4 10 6 12 4 10 6 8 8
Grade 0.003* 0.037* 0.003* 0.834 0.835
 G1 + G2 61 42 55 48 59 44 53 50 50 53
 G3 8 21 9 20 7 22 16 13 15 14
Stage 0.238 0.554 0.048* 0.609 1.000
 III 15 20 15 20 12 23 17 18 17 18
 IVA/IVB 54 43 49 48 54 43 52 45 48 49
T category 0.205 0.589 0.046* 0.449 0.718
 T1–3 40 44 39 45 36 48 46 38 40 44
 T4a 29 19 25 23 30 18 23 25 25 23
N category 1.000 0.599 0.289 0.536 0.860
 N0–1 29 26 25 30 24 31 27 28 28 27
 N2–3 40 37 39 38 42 35 42 35 37 40
Laryngectomy 0.379 0.599 0.480 0.725 0.295
 Total 43 34 39 38 41 36 39 38 41 36
 Partial 26 29 25 30 25 30 30 25 24 31
CD8 (cut off: 80) 0.001* < 0.001* 0.001* 0.039*
 Low 43 26 50 19 46 23 40 29
 High 21 42 16 47 23 40 25 38
CD4 (cut off: 30) 0.001* < 0.001* 0.163 < 0.001*
 Low 43 21 49 15 29 35 15 49
 High 26 42 17 51 40 28 50 18
Foxp3 (cut off: 30) < 0.001* < 0.001* 0.014*
 Low 50 16 49 17 27 39 29 37 0.296
 High 19 47 15 51 42 24 36 30

Abbreviations: HPSCC hypopharyngeal squamous cell carcinoma, G1 Well differentiated, G2 Moderately differentiated, G3 Poorly differentiated

*The P value is significant

Correlation with prognosis

The Kaplan-Meier curves of 3-year OS, DFS, DMFS, LRFS for patients with TILs and the ratios are shown in Figs. 3-4. The 3-year OS, DFS, DMFS and LRFS rates according to high and low CD8 + TIL density, were 80.9% vs 56.3, 73.2% vs 51.4, 80.4% vs 64.5 and 77.8% vs 82.1%, respectively. Significant differences were found between the high and low CD8+ TIL groups in 3-year OS, DFS and DMFS but not in LRFS (Fig. 3a-d). Similarly, a higher Foxp3+ TIL level was also strongly correlated with better OS, DFS and DMFS (P = 0.001, P = 0.028 and P = 0.009, respectively, Fig. 3e-h). Further analysis revealed that patients with a high CD8/Foxp3 ratio had significantly better DFS and DMFS (P = 0.013 and P = 0.029, respectively) (Fig. 4b-c), while a higher CD8/CD4 ratio evidently improved 3-year DFS and LRFS compared with a lower CD8/CD4 ratio (P = 0.021 and P = 0.033, respectively) (Fig. 4f, h). In contrast, no associations were observed between the status of the CD8/Foxp3 ratio or the CD8/CD4 ratio and OS (Fig. 4a, e). Both UVA and MVA were performed to determine the associations between prognosis and clinicopathological variables (Table 3-4). The results revealed that a high ratio of CD8/Foxp3 remained an independent favourable prognostic factor for DFS (HR = 2.613; 95% CI, 1.203–5.673; P = 0.015) and DMFS (HR = 3.606; 95% CI, 1.334–9.748; P = 0.011). Furthermore, the CD8/CD4 ratio was also an independent prognostic factor for LRFS (HR = 2.418; 95% CI, 1.043–5.606; P = 0.040) in the MVA. In addition, Foxp3+ TIL, T category and site were found to be independent prognostic factors associated with DMFS, DFS and LRFS, respectively (Table 4).

Fig. 3.

Fig. 3

Kaplan-Meier curves of (a) overall survival, b disease-free survival, c distant metastasis-free survival, and d local relapse-free survival for patients stratified by high CD8 and low CD8 immune cell infiltration; e overall survival, f disease-free survival, g distant metastasis-free survival, and h local relapse-free survival for patients stratified by high and low Foxp3 immune cell infiltration. P values were calculated by the log-rank test

Fig. 4.

Fig. 4

Kaplan-Meier curves of (a) overall survival, b disease-free survival, c distant metastasis-free survival, and d local relapse-free survival for patients stratified by high and low CD8/Foxp3 ratios; e overall survival, f disease-free survival, g distant metastasis-free survival, and h local relapse-free survival for patients stratified by high and low CD8/CD4 ratios. P values were calculated by the log-rank test

Table 3.

Univariate analyses of OS, DFS, DMFS and LRFS in the entire population (N = 132)

Variable OS DFS DMFS LRFS
HR 95%CI P HR 95%CI P HR 95%CI P HR 95%CI P
Age, years (≥60y vs <60y) 0.521 0.254–1.073 0.077 0.637 0.341–1.188 0.156 0.787 0.361–1.715 0.547 0.594 0.263–1.346 0.212
Smoke (Yes vs No) 0.596 0.259–1.372 0.224 0.738 0.328–1.662 0.463 0.611 0.230–1.621 0.322 1.753 0.413–7.438 0.446
Drink history (Yes vs No) 0.748 0.348–1.607 0.457 0.945 0.452–1.976 0.881 0.822 0.330–2.050 0.675 1.991 0.596–6.653 0.263
Site (Not PS vs PS) 2.534 1.144–5.610 0.022* 2.524 1.206–5.284 0.014* 2.629 1.054–6.556 0.038* 2.600 1.038–6.513 0.041*
Grade (G3 vs G2 + G1) 0.689 0.285–1.665 0.408 1.033 0.508–2.102 0.929 1.283 0.539–3.053 0.573 1.586 0.684–3.675 0.282
Stage (IVA/IVB vs III) 1.785 0.739–4.313 0.198 2.457 1.035–5.834 0.042* 0.208 0.049–0.880 0.033* 2.848 0.852–9.518 0.089
T category (T4a vs T1–3) 2.259 1.151–4.436 0.018* 2.508 1.365–4.610 0.003* 2.681 1.231–5.842 0.013* 2.069 0.944–4.538 0.070
N category (N2–3 vs N0–1) 1.319 0.652–2.666 0.441 1.682 0.874–3.236 0.120 1.681 0.731–3.868 0.222 2.361 0.943–5.915 0.067
Laryngectomy (Total vs Partial) 1.896 0.853–4.215 0.117 1.860 0.951–3.638 0.070 2.233 0.894–5.578 0.085 2.370 0.946–5.938 0.066
CD8 (Low vs High) 2.324 1.127–4.795 0.022* 1.892 1.005–3.560 0.048* 2.391 1.038–5.505 0.040* 0.900 0.411–1.974 0.793
CD4 (Low vs High) 1.174 0.593–2.323 0.645 1.119 0.610–2.052 0.717 1.656 0.749–3.661 0.212 0.968 0.442–2.123 0.936
Foxp3 (Low vs High) 3.253 1.511–7.001 0.003* 1.999 1.063–3.760 0.032* 3.006 1.263–7.153 0.013* 1.615 0.726–3.596 0.240
CD8/Foxp3 (Low vs High) 1.490 0.752–2.953 0.253 2.205 1.159–4.195 0.016* 2.463 1.069–5.674 0.034* 1.522 0.683–3.391 0.305
CD8/CD4 (Low vs High) 1.857 0.930–3.705 0.079 2.058 1.099–3.851 0.024* 1.947 0.878–4.317 0.101 2.424 1.046–5.621 0.039*

Abbreviations: PS Pyriform sinus, OS Overall survival, DFS Disease-free survival, DMFS Distant metastasis-free survival, LRFS Local relapse-free survival, G1 Well differentiated, G2 Moderately differentiated, G3 Poorly differentiated

*The P value is significant

Table 4.

Multivariate analyses of OS, DFS, DMFS and LRFS in the entire population (N = 132)

Variable OS DFS DMFS LRFS
HR 95%CI P HR 95%CI P HR 95%CI P HR 95%CI P
Site (Not PS vs PS) 1.621 0.706–3.726 0.255 1.756 0.810–3.807 0.154 1.549 0.614–3.909 0.354 2.590 1.034–6.491 0.042*
Stage (IVA/IVB vs III) 1.496 0.563–3.979 0.419 2.489 0.530–11.688 0.248
T category (T4a vs T1–3) 1.880 0.947–3.735 0.071 2.196 1.077–4.476 0.030* 2.115 0.911–4.911 0.081
CD8 (Low vs High) 1.231 0.509–2.977 0.644 0.716 0.300–1.709 0.452 0.698 0.217–2.242 0.546
Foxp3 (Low vs High) 2.387 0.932–6.111 0.070 2.066 0.885–4.826 0.094 3.253 1.038–10.196 0.043*
CD8/Foxp3 (Low vs High) 2.613 1.203–5.673 0.015* 3.606 1.334–9.748 0.011*
CD8/CD4 (Low vs High) 1.708 0.871–3.349 0.119 2.418 1.043–5.606 0.040*

Multivariate cox regression analyses were performed for all variables that were significantly associated with survival in univariate analysis

Abbreviations: PS Pyriform sinus, OS Overall survival, DFS Disease-free survival, DMFS distant metastasis-free survival, LRFS Local relapse-free survival, G1 Well differentiated, G2 Moderately differentiated, G3 poorly differentiated

*The P value is significant

Discussion

Our study is the first to evaluate lymphocyte ratios in advanced HPSCC and their correlations with clinicopathological characteristics and prognosis in more than 100 patients who underwent surgery. The results indicated that high ratio of CD8/Foxp3 accurately predicted improved prognosis with better DFS and DMFS, and increased CD8/CD4 ratio was a markedly indicator of improved LRFS. Although Foxp3+ TILs were an independent prognostic factor for DMFS, we could not demonstrate any significant association between CD8+ TIL expression and clinical outcomes in MVA.

In recent years, it has become clear that assessing immune infiltration is of greater prognostic significance in a variety of tumours [15]. CD8+ CTLs are directly capable of killing tumour cells and positively affect prognosis in a broad range of tumour types, including breast cancer, ovarian cancer, head and neck cancer and lung cancer [2427]. In accordance with previous results, we demonstrated that higher CD8+ infiltration is associated with longer OS, DFS and DMFS in UVA. However, several other studies indicated that there is no such correlation with prognosis. One study even found a negative effect of CD8+ TILs on survival, but this did not reach statistical significance in multivariate analysis [2830]. In contrast, as one of the paradoxically functional components of the tumour-related immune system, Foxp3+ TILs are considered to be the most specific Treg marker involved in maintaining immune tolerance to the host. In tumour progression, Tregs produce the inhibitory cytokines interleukin 10, transforming growth factor β and haemoglobin oxygenase 1 to achieve immune escape [31]. Therefore, many studies have suggested that higher Foxp3 Treg infiltration is associated with poor prognosis in various malignancies including breast, lung, cervical, oral cavity and ovarian cancers [32, 33]. On the other hand, accumulating evidence has emerged that in other cancers, including HPSCC, their presence was associated with better prognosis [23, 3436]. To date, the role of Foxp3 regulator T cells in cancer is still conflicting. Assessing cytotoxic CD8+ T cells and regulatory Foxp3 T cells together, as the two major components of the tumour-related immune system, could provide more precise estimates of their effects on HPSCC patient survival. The present study also demonstrated that higher Foxp3 TIL density in UVA led to significantly better OS, DFS and DMFS outcomes, but only DMFS had independent prognostic significance in MVA, which is slightly different from the findings of our previous study [23]. Furthermore, the current data showed that CD4 TIL density had no impact on survival but showed strong correlations with CD8 and Foxp3. We assumed that the presence of CD4 T cells alone is not associated with prognosis and that these cells may interact with other subsets, exerting many more effects in the tumour microenvironment.

We measured the relative number of TILs and explored the association between different subsets, and the data indicated positive correlations among CD8, Foxp3 and CD4 T cells. As an indicator of the balance between CD8+ TILs and Foxp3 Tregs in the tumour microenvironment, the CD8/Foxp3 ratio appeared to be useful for predicting clinical outcomes. In reviewing the literature, we found that the CD8/Foxp3 ratio had a positive effect on prognosis in a number of tumours, including osteosarcoma, colorectal cancer and breast cancer [21, 33, 3739]. For patients with tonsillar cancer, a high CD8/Foxp3+ ratio positively correlated with DFS [40]. Ni et al. reported that increased CD8/Foxp3 ratios were associated with improved OS, DFS and tumour stage in tongue cancer but were not an independent prognostic factor in MVA [28]. Similar to these studies, this cohort demonstrated that a high CD8/Foxp3 ratio correlated with favourable prognosis and CD8 expression, which further confirmed that CD8+ TILs are associated with good prognosis in advanced HPSCC patients. Additionally, when using different survival end points, the CD8/Foxp3 ratio consistently served as an independent prognostic factor for DFS and DMFS in MVA. A large meta-analysis of TIL phenotyping, encompassing 33 studies and nearly 10,000 patients, indicated that lymphocyte ratios, particularly the CD8/Foxp3 ratio, have more prognostic potential than individual lymphocytic subtypes [31]. Although an investigation showed no significant correlation between the CD8/Foxp3 ratio and survival in ovarian cancer [41], the CD8/Foxp3 ratio was found to be a promising prognostic marker in advanced HPSCC. Additionally, the current study also identified that a high CD8/CD4 ratio was associated with better DMFS and LRFS in UVA and was an independent prognostic factor for LRFS in MVA, although CD4 infiltrating T cells alone were not significantly correlated with survival implications. Consistent with our results, previous studies have reported that a high stromal CD8/CD4 ratio was found to be an independent favourable prognostic factor in oral squamous cell carcinoma, and one study revealed that the CD8/CD4 ratio was higher in cases without metastasis and in low-grade lesions [42, 43]. Moreover, studies in lung cancer suggested that the CD8/CD4 ratio in patients in the non-metastasis group was remarkably higher, and these patients had a significantly better overall survival rate than patients with a low CD8/CD4 ratio [44, 45]. Other studies of different lesions also observed that higher CD8/CD4 ratios were associated with improved outcome [46, 47]. In addition, high CD8/CD4 was associated with improved short-term survival in head and neck squamous cell carcinoma and was significantly correlated with the absence of lymph node metastases in cervical carcinomas, thus indicating a favourable prognosis [48, 49]. However, there were also instances in which CD8/CD4 ratio was not linked to clinical outcomes, and some researchers even reported that a high CD8/CD4 ratio was associated with alcohol use and poor tumour differentiation [50]. In general, the tendency for better clinical outcomes of patients with a high CD8/CD4 ratio is notable in HPSCC, despite the prognostic significance being very different from that in other tumours. It is also noteworthy that the current study found Foxp3 to be an independent prognostic factor for DMFS, whereas CD8 did not show any significance in MVA. These results were different from those of previous study because lymphocyte ratios were included in the MVA of this cohort, which again supported the idea that the CD8/Foxp3 and CD8/CD4 ratios were more indicative of prognosis than each subtype alone. Altogether, these findings confirm that not only the infiltration density of TIL subsets but also the ratios of TILs, particularly the CD8/Foxp3 and CD8/CD4 ratios, have important impacts on patient outcomes and could potentially be taken into account when considering patient prognostication and treatment stratification. In the era of immunotherapy, these immune biomarkers may provide new clues to therapeutic strategies and are speculated to be possible predictive markers of treatment efficacy. Further studies are needed to validate the results of the present study in a large cohort with neoadjuvant settings.

Although the present results are very promising, there are some limitations. First, all the markers in this study are for the advanced clinical stage of HPSCC (III and IVA), and early clinical stage (I-II) cases are also needed for further testing. Second, a short follow-up resulted in a limited number of patients with locoregional recurrence and distant metastasis. Third, this study cohort consisted of 131 males and 1 female who underwent surgical treatment because most female patients chose laryngeal preservation treatment. Further investigations are warranted to overcome these limitations as much as possible.

Conclusion

This study demonstrated that high TIL levels are of prognostic significance in HPSCC, while the ratios between these subsets may be more informative. We stressed that a high ratio of CD8/Foxp3 accurately predicted prognosis for improved DFS and DMFS, and an increased CD4/CD8 ratio was an independent prognostic factor for better LRFS. These findings will improve our understanding of the clinical significance of immune cells in HPSCC.

Acknowledgements

We would like to thank American Journal Experts (AJE) for editing the language.

Abbreviations

HPSCC

Hypopharyngeal squamous cell carcinoma

CCRT

Concurrent chemoradiation therapy

TILs

Tumour-infiltrating lymphocytes

CTLs

Cytotoxic T lymphocytes

NSCLC

Non-small cell lung cancer

Tregs

Regulatory T cells

HE

Haematoxylin-eosin

IHC

Immunohistochemical

OS

Overall survival

DFS

Disease-free survival

DMFS

Distant metastasis-free survival

LRFS

Local relapse-free survival

MVA

Multivariate analysis

UVA

Univariate analysis

AJCC

American Joint Committee on Cancer

PS

Pyriform sinus

Authors’ contributions

WJ wrote the manuscript; HCY designed the study; TS and WJ performed the data analysis; TS and HCY gathered the clinical information and tissue samples; TS followed up the patients; ZJH and SJ performed immunohistochemistry; HCY and LL performed evaluations and revised the data; HCY and WJ revised the manuscript and gave final approval to the manuscript. All authors have read and approved the manuscript.

Funding

Not applicable.

Availability of data and materials

The datasets used and analysed during the current study are available from the corresponding author on reasonable request.

Ethics approval and consent to participate

This study was approved by the Institutional Ethics Committee of The Science and Technology Commission of Shanghai Municipality, and was carried out in accordance with the Declaration of Helsinki. Written informed consent was obtained from all participants.

Consent for publication

Not applicable.

Competing interests

No author has financial or other contractual agreements that might cause conflicts of interest.

Footnotes

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Jie Wang and Shu Tian contributed equally to this work.

References

  • 1.Weller P, Bankfalvi A, Gu X, Dominas N, Lehnerdt GF, Zeidler R, Lang S, Brandau S, Dumitru CA. The role of tumour FoxP3 as prognostic marker in different subtypes of head and neck cancer. Eur J Cancer. 2014;50(7):1291–1300. doi: 10.1016/j.ejca.2014.02.016. [DOI] [PubMed] [Google Scholar]
  • 2.Ono T, Azuma K, Kawahara A, Akiba J, Kakuma T, Chitose S, Umeno H. Pre-treatment CD8(+) tumour-infiltrating lymphocyte density predicts distant metastasis after definitive treatment in patients with stage III/IV hypopharyngeal squamous cell carcinoma. Clinical Otolaryngol. 2018;43(5):1312–1320. doi: 10.1111/coa.13171. [DOI] [PubMed] [Google Scholar]
  • 3.Petersen JF, Timmermans AJ, van Dijk BAC, Overbeek LIH, Smit LA, Hilgers FJM, Stuiver MM, van den Brekel MWM. Trends in treatment, incidence and survival of hypopharynx cancer: a 20-year population-based study in the Netherlands. Eur Arch Otorhinolaryngol. 2018;275(1):181–189. doi: 10.1007/s00405-017-4766-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Newman JR, Connolly TM, Illing EA, Kilgore ML, Locher JL, Carroll WR. Survival trends in hypopharyngeal cancer: a population-based review. Laryngoscope. 2015;125(3):624–629. doi: 10.1002/lary.24915. [DOI] [PubMed] [Google Scholar]
  • 5.Saifi M, Maran A, Raynaud P, Picot MC, Quittet P, Cartron G, Rossi JF, Costes V. High ratio of interfollicular CD8/FOXP3-positive regulatory T cells is associated with a high FLIPI index and poor overall survival in follicular lymphoma. Exp Ther Med. 2010;1(6):933–938. doi: 10.3892/etm.2010.146. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Rosenberg SA, Spiess P, Lafreniere R. A new approach to the adoptive immunotherapy of cancer with tumor-infiltrating lymphocytes. Science. 1986;233(4770):1318–1321. doi: 10.1126/science.3489291. [DOI] [PubMed] [Google Scholar]
  • 7.Giatromanolaki A, Banham AH, Harris AL, Koukourakis MI. FOXP3 infiltrating lymphocyte density and PD-L1 expression in operable non-small cell lung carcinoma. Exp Lung Res. 2019;45(3–4):76–83. doi: 10.1080/01902148.2019.1617371. [DOI] [PubMed] [Google Scholar]
  • 8.Ou D, Adam J, Garberis I, Blanchard P, Nguyen F, Levy A, Casiraghi O, Gorphe P, Breuskin I, Janot F, et al. Clinical relevance of tumor infiltrating lymphocytes, PD-L1 expression and correlation with HPV/p16 in head and neck cancer treated with bio- or chemo-radiotherapy. Oncoimmunology. 2017;6(9):e1341030. doi: 10.1080/2162402X.2017.1341030. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Luen SJ, Savas P, Fox SB, Salgado R, Loi S. Tumour-infiltrating lymphocytes and the emerging role of immunotherapy in breast cancer. Pathology. 2017;49(2):141–155. doi: 10.1016/j.pathol.2016.10.010. [DOI] [PubMed] [Google Scholar]
  • 10.Rojas IG, Spencer ML, Zapata PA, Martinez A, Alarcon R, Marchesani FJ, Tezal M. CD8+ and FoxP3+ T-cell infiltration in actinic cheilitis. Int J Dermatol. 2017;56(1):54–62. doi: 10.1111/ijd.13446. [DOI] [PubMed] [Google Scholar]
  • 11.Harimoto H, Shimizu M, Nakagawa Y, Nakatsuka K, Wakabayashi A, Sakamoto C, Takahashi H. Inactivation of tumor-specific CD8(+) CTLs by tumor-infiltrating tolerogenic dendritic cells. Immunol Cell Biol. 2013;91(9):545–555. doi: 10.1038/icb.2013.38. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Viguier M, Lemaitre F, Verola O, Cho MS, Gorochov G, Dubertret L, Bachelez H, Kourilsky P, Ferradini L. Foxp3 expressing CD4+CD25(high) regulatory T cells are overrepresented in human metastatic melanoma lymph nodes and inhibit the function of infiltrating T cells. J Immunol. 2004;173(2):1444–1453. doi: 10.4049/jimmunol.173.2.1444. [DOI] [PubMed] [Google Scholar]
  • 13.Jackute J, Zemaitis M, Pranys D, Sitkauskiene B, Miliauskas S, Bajoriunas V, Lavinskiene S, Sakalauskas R. The prognostic influence of tumor infiltrating Foxp3(+)CD4(+), CD4(+) and CD8(+) T cells in resected non-small cell lung cancer. J Inflamm. 2015;12:63. doi: 10.1186/s12950-015-0108-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Quan H, Yan L, Wang S, Wang S. Clinical relevance and significance of programmed death-ligand 1 expression, tumor-infiltrating lymphocytes, and p16 status in sinonasal squamous cell carcinoma. Cancer Manag Res. 2019;11:4335–4345. doi: 10.2147/CMAR.S201568. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.De Meulenaere A, Vermassen T, Aspeslagh S, Vandecasteele K, Rottey S, Ferdinande L. TILs in head and neck Cancer: ready for clinical implementation and why (not)? Head Neck Pathol. 2017;11(3):354–363. doi: 10.1007/s12105-016-0776-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Mahmoud SM, Paish EC, Powe DG, Macmillan RD, Lee AH, Ellis IO, Green AR. An evaluation of the clinical significance of FOXP3+ infiltrating cells in human breast cancer. Breast Cancer Res Treat. 2011;127(1):99–108. doi: 10.1007/s10549-010-0987-8. [DOI] [PubMed] [Google Scholar]
  • 17.Curiel TJ, Coukos G, Zou L, Alvarez X, Cheng P, Mottram P, Evdemon-Hogan M, Conejo-Garcia JR, Zhang L, Burow M, et al. Specific recruitment of regulatory T cells in ovarian carcinoma fosters immune privilege and predicts reduced survival. Nat Med. 2004;10(9):942–949. doi: 10.1038/nm1093. [DOI] [PubMed] [Google Scholar]
  • 18.Kim HI, Kim H, Cho HW, Kim SY, Song KJ, Hyung WJ, Park CG, Kim CB. The ratio of intra-tumoral regulatory T cells (Foxp3+)/helper T cells (CD4+) is a prognostic factor and associated with recurrence pattern in gastric cardia cancer. J Surg Oncol. 2011;104(7):728–733. doi: 10.1002/jso.22038. [DOI] [PubMed] [Google Scholar]
  • 19.Asano Y, Kashiwagi S, Goto W, Kurata K, Noda S, Takashima T, Onoda N, Tanaka S, Ohsawa M, Hirakawa K. Tumour-infiltrating CD8 to FOXP3 lymphocyte ratio in predicting treatment responses to neoadjuvant chemotherapy of aggressive breast cancer. Br J Surg. 2016;103(7):845–854. doi: 10.1002/bjs.10127. [DOI] [PubMed] [Google Scholar]
  • 20.Uryvaev A, Passhak M, Hershkovits D, Sabo E, Bar-Sela G. The role of tumor-infiltrating lymphocytes (TILs) as a predictive biomarker of response to anti-PD1 therapy in patients with metastatic non-small cell lung cancer or metastatic melanoma. Med Oncol. 2018;35(3):25. doi: 10.1007/s12032-018-1080-0. [DOI] [PubMed] [Google Scholar]
  • 21.Semeraro M, Adam J, Stoll G, Louvet E, Chaba K, Poirier-Colame V, Sauvat A, Senovilla L, Vacchelli E, Bloy N, et al. The ratio of CD8(+)/FOXP3 T lymphocytes infiltrating breast tissues predicts the relapse of ductal carcinoma in situ. Oncoimmunology. 2016;5(10):e1218106. doi: 10.1080/2162402X.2016.1218106. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Sideras K, Galjart B, Vasaturo A, Pedroza-Gonzalez A, Biermann K, Mancham S, Nigg AL, Hansen BE, Stoop HA, Zhou G, et al. Prognostic value of intra-tumoral CD8(+) /FoxP3(+) lymphocyte ratio in patients with resected colorectal cancer liver metastasis. J Surg Oncol. 2018;118(1):68–76. doi: 10.1002/jso.25091. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Hu C, Tian S, Lin L, Zhang J, Ding H. Prognostic and clinicopathological significance of PD-L1 and tumor infiltrating lymphocytes in hypopharyngeal squamous cell carcinoma. Oral Oncol. 2020;102:104560. doi: 10.1016/j.oraloncology.2019.104560. [DOI] [PubMed] [Google Scholar]
  • 24.Mao Y, Qu Q, Chen X, Huang O, Wu J, Shen K. The prognostic value of tumor-infiltrating lymphocytes in breast Cancer: a systematic review and meta-analysis. PLoS One. 2016;11(4):e0152500. doi: 10.1371/journal.pone.0152500. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Hwang WT, Adams SF, Tahirovic E, Hagemann IS, Coukos G. Prognostic significance of tumor-infiltrating T cells in ovarian cancer: a meta-analysis. Gynecol Oncol. 2012;124(2):192–198. doi: 10.1016/j.ygyno.2011.09.039. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Fang J, Li X, Ma D, Liu X, Chen Y, Wang Y, Lui VWY, Xia J, Cheng B, Wang Z. Prognostic significance of tumor infiltrating immune cells in oral squamous cell carcinoma. BMC Cancer. 2017;17(1):375. doi: 10.1186/s12885-017-3317-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Geng Y, Shao Y, He W, Hu W, Xu Y, Chen J, Wu C, Jiang J. Prognostic role of tumor-infiltrating lymphocytes in lung Cancer: a meta-analysis. Cellular Physiol Biochem. 2015;37(4):1560–1571. doi: 10.1159/000438523. [DOI] [PubMed] [Google Scholar]
  • 28.Ni YH, Zhang XX, Lu ZY, Huang XF, Wang ZY, Yang Y, Dong YC, Jing Y, Song Y, Hou YY, et al. Tumor-Infiltrating CD1a(+) DCs and CD8(+)/FoxP3(+) Ratios Served as Predictors for Clinical Outcomes in Tongue Squamous Cell Carcinoma Patients. Pathol Oncol Res. 2020;26(3):1687–95. [DOI] [PubMed]
  • 29.Machado I, Lopez-Guerrero JA, Scotlandi K, Picci P, Llombart-Bosch A. Immunohistochemical analysis and prognostic significance of PD-L1, PD-1, and CD8+ tumor-infiltrating lymphocytes in Ewing's sarcoma family of tumors (ESFT) Virchows Archiv. 2018;472(5):815–824. doi: 10.1007/s00428-018-2316-2. [DOI] [PubMed] [Google Scholar]
  • 30.Wakabayashi O, Yamazaki K, Oizumi S, Hommura F, Kinoshita I, Ogura S, Dosaka-Akita H, Nishimura M. CD4+ T cells in cancer stroma, not CD8+ T cells in cancer cell nests, are associated with favorable prognosis in human non-small cell lung cancers. Cancer Sci. 2003;94(11):1003–1009. doi: 10.1111/j.1349-7006.2003.tb01392.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Fridman WH, Pages F, Sautes-Fridman C, Galon J. The immune contexture in human tumours: impact on clinical outcome. Nat Rev Cancer. 2012;12(4):298–306. doi: 10.1038/nrc3245. [DOI] [PubMed] [Google Scholar]
  • 32.Watanabe Y, Katou F, Ohtani H, Nakayama T, Yoshie O, Hashimoto K. Tumor-infiltrating lymphocytes, particularly the balance between CD8(+) T cells and CCR4(+) regulatory T cells, affect the survival of patients with oral squamous cell carcinoma. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 2010;109(5):744–752. doi: 10.1016/j.tripleo.2009.12.015. [DOI] [PubMed] [Google Scholar]
  • 33.Peng GL, Li L, Guo YW, Yu P, Yin XJ, Wang S, Liu CP. CD8(+) cytotoxic and FoxP3(+) regulatory T lymphocytes serve as prognostic factors in breast cancer. Am J Transl Res. 2019;11(8):5039–5053. [PMC free article] [PubMed] [Google Scholar]
  • 34.Balermpas P, Michel Y, Wagenblast J, Seitz O, Weiss C, Rodel F, Rodel C, Fokas E. Tumour-infiltrating lymphocytes predict response to definitive chemoradiotherapy in head and neck cancer. Br J Cancer. 2014;110(2):501–509. doi: 10.1038/bjc.2013.640. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Ohtani H. Focus on TILs: prognostic significance of tumor infiltrating lymphocytes in human colorectal cancer. Cancer Immun. 2007;7:4. [PMC free article] [PubMed] [Google Scholar]
  • 36.Schumacher K, Haensch W, Roefzaad C, Schlag PM. Prognostic significance of activated CD8(+) T cell infiltrations within esophageal carcinomas. Cancer Res. 2001;61(10):3932–3936. [PubMed] [Google Scholar]
  • 37.Fritzsching B, Fellenberg J, Moskovszky L, Sapi Z, Krenacs T, Machado I, Poeschl J, Lehner B, Szendroi M, Bosch AL, et al. CD8(+)/FOXP3(+)-ratio in osteosarcoma microenvironment separates survivors from non-survivors: a multicenter validated retrospective study. Oncoimmunology. 2015;4(3):e990800. doi: 10.4161/2162402X.2014.990800. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Suzuki H, Chikazawa N, Tasaka T, Wada J, Yamasaki A, Kitaura Y, Sozaki M, Tanaka M, Onishi H, Morisaki T, et al. Intratumoral CD8(+) T/FOXP3 (+) cell ratio is a predictive marker for survival in patients with colorectal cancer. Cancer Immunol Immunother. 2010;59(5):653–661. doi: 10.1007/s00262-009-0781-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Miyashita M, Sasano H, Tamaki K, Hirakawa H, Takahashi Y, Nakagawa S, Watanabe G, Tada H, Suzuki A, Ohuchi N, et al. Prognostic significance of tumor-infiltrating CD8+ and FOXP3+ lymphocytes in residual tumors and alterations in these parameters after neoadjuvant chemotherapy in triple-negative breast cancer: a retrospective multicenter study. Breast Cancer Res. 2015;17:124. doi: 10.1186/s13058-015-0632-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Nasman A, Romanitan M, Nordfors C, Grun N, Johansson H, Hammarstedt L, Marklund L, Munck-Wikland E, Dalianis T, Ramqvist T. Tumor infiltrating CD8+ and Foxp3+ lymphocytes correlate to clinical outcome and human papillomavirus (HPV) status in tonsillar cancer. PLoS One. 2012;7(6):e38711. doi: 10.1371/journal.pone.0038711. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Li J, Wang J, Chen R, Bai Y, Lu X. The prognostic value of tumor-infiltrating T lymphocytes in ovarian cancer. Oncotarget. 2017;8(9):15621–15631. doi: 10.18632/oncotarget.14919. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Boxberg M, Leising L, Steiger K, Jesinghaus M, Alkhamas A, Mielke M, Pfarr N, Gotz C, Wolff KD, Weichert W, et al. Composition and clinical impact of the immunologic tumor microenvironment in Oral squamous cell carcinoma. J Immunol. 2019;202(1):278–291. doi: 10.4049/jimmunol.1800242. [DOI] [PubMed] [Google Scholar]
  • 43.dos antos Pereira J, da Costa Miguel MC, Guedes Queiroz LM, da Silveira EJ. Analysis of CD8+ and CD4+ cells in oral squamous cell carcinoma and their association with lymph node metastasis and histologic grade of malignancy. Appl Immunohistochem Mol Morphol. 2014;22(3):200–205. doi: 10.1097/PAI.0b013e31828df3c9. [DOI] [PubMed] [Google Scholar]
  • 44.Huang Z, Su W, Han Z, Yin J, Zhang Y, Li X. Tumor metastasis in patients with non-small cell lung cancer is inversely correlated with the number of tumor-infiltrating CD8(+) T cells. Xi Bao Yu Fen Zi Mian Yi Xue Za Zhi. 2019;35(3):266–270. [PubMed] [Google Scholar]
  • 45.Kimura H, Matsui Y, Ishikawa A, Nakajima T, Iizasa T. Randomized controlled phase III trial of adjuvant chemoimmunotherapy with activated cytotoxic T cells and dendritic cells from regional lymph nodes of patients with lung cancer. Cancer Immunol Immunother. 2018;67(8):1231–1238. doi: 10.1007/s00262-018-2180-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Sato E, Olson SH, Ahn J, Bundy B, Nishikawa H, Qian F, Jungbluth AA, Frosina D, Gnjatic S, Ambrosone C, et al. Intraepithelial CD8+ tumor-infiltrating lymphocytes and a high CD8+/regulatory T cell ratio are associated with favorable prognosis in ovarian cancer. Proc Natl Acad Sci U S A. 2005;102(51):18538–18543. doi: 10.1073/pnas.0509182102. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Diederichsen AC, Hjelmborg J, Christensen PB, Zeuthen J, Fenger C. Prognostic value of the CD4+/CD8+ ratio of tumour infiltrating lymphocytes in colorectal cancer and HLA-DR expression on tumour cells. Cancer Immunol Immunother. 2003;52(7):423–428. doi: 10.1007/s00262-003-0388-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Piersma SJ, Jordanova ES, van Poelgeest MI, Kwappenberg KM, van der Hulst JM, Drijfhout JW, Melief CJ, Kenter GG, Fleuren GJ, Offringa R, et al. High number of intraepithelial CD8+ tumor-infiltrating lymphocytes is associated with the absence of lymph node metastases in patients with large early-stage cervical cancer. Cancer Res. 2007;67(1):354–361. doi: 10.1158/0008-5472.CAN-06-3388. [DOI] [PubMed] [Google Scholar]
  • 49.Krupar R, Hautmann MG, Pathak RR, Varier I, McLaren C, Gaag D, Hellerbrand C, Evert M, Laban S, Idel C, et al. Immunometabolic determinants of Chemoradiotherapy response and survival in head and neck squamous cell carcinoma. Am J Pathol. 2018;188(1):72–83. doi: 10.1016/j.ajpath.2017.09.013. [DOI] [PubMed] [Google Scholar]
  • 50.Wolf GT, Chepeha DB, Bellile E, Nguyen A, Thomas D, McHugh J, University of Michigan H, Neck SP Tumor infiltrating lymphocytes (TIL) and prognosis in oral cavity squamous carcinoma: a preliminary study. Oral Oncol. 2015;51(1):90–95. doi: 10.1016/j.oraloncology.2014.09.006. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The datasets used and analysed during the current study are available from the corresponding author on reasonable request.


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