Abstract
Background
There is increasing evidence that group 2 innate lymphoid cells (ILC2s) play an essential role in allergy and parasitic infection. However, the role of ILC2s in human lung cancer remains unclear.
Methods
ILC2s from peripheral blood mononuclear cells (PBMCs) obtained from healthy donors (HDs) and non-small cell lung cancer (NSCLC) patients, and NSCLC tumor tissues were analyzed via multicolor flow cytometry. ILC2s or CD14+ cells were sorted by fluorescence-activated cell sorting. qPCR and flow cytometry were performed to assess the gene and protein expression of the indicated molecules. M1-like and M2-like macrophages were induced from CD14+ monocytes in vitro.
Results
ILC2s were significantly more enriched in PBMCs and tumor tissues from NSCLC patients than in HDs. After screening for the main immune checkpoint molecules, we found that PD-1 was upregulated in ILC2s in NSCLC patients. Functionally, PD-1high ILC2s from tumor tissues expressed higher levels of IL-4 and IL-13 regarding both mRNA and protein levels than PD-1low ILC2s. Furthermore, PD-1high ILC2s robustly boosted M2-like macrophage polarization in vitro, by secreting IL-4 and IL-13, while neutralization of IL-4 and IL-13 by antibodies abrogated M2-like macrophage polarization.
Conclusion
ILC2s are enriched in NSCLC patients and upregulate PD-1 expression. Upregulation of PD-1 facilitates the immunosuppressive function of ILC2s. PD-1high ILC2s enhance M2-like macrophage polarization by secreting IL-4 and IL-13. PD-1 acts as a positive regulator of the immunosuppressive function of ILC2s in human NSCLC.
Keywords: innate immune response, non-small cell lung cancer, programmed cell death protein 1, group 2 innate lymphoid cells, type 2 macrophage
Introduction
Generally, the family of innate lymphoid cells (ILCs) comprises two cardinal lineages: cytotoxic or killer ILCs (cNK cells) and helper-like ILCs (ILC1s, ILC2s, and ILC3s) (1–3). The transcriptional programs and effector functions of various ILC populations resemble those of CD4+ helper T cell subsets (4). For example, specific transcriptional factor GATA3 controls the fate and maintenance of Th2 cells and ILC2s, both of which produce mainly type 2 cytokines, such as interleukin (IL)-4 and IL-13 (5–7).
Inflammatory processes play major roles in diverse cancers, including lung cancer, and facilitate tumor initiation, progression, and metastasis (8, 9). An increasing number of studies have demonstrated that ILC2s played an essential role in the inflammatory processes that underlie allergy and parasitic infection (10–12). Some studies have investigated the role of ILC2s in tumor settings. In a mouse model of melanoma, ILC2s were found to inhibit NK cell activation and cytotoxicity, thereby further aggravating tumor progression (13). In addition, ILC2s enhanced the accumulation of myeloid-derived suppressor cells (MDSCs) by upregulating IL-13, which was involved in the recurrence of bladder cancer (14). In a 4T1 breast cancer mouse model, Ivan et al. reported that IL-5 and IL-13-expressing ILCs hastened tumor progression and metastasis; unfortunately, the authors did not confirm whether the ILCs expressing IL-5 and IL-13 were ILC2s (15). Most recently, Trabanelli et al. summarized the evidence from research about ILC2s in tumors and found that the majority of studies declared that ILC2s functioned as a pro-tumor factor by activating and/or recruiting other stromal cells (16). Lung cancer, the commonest of which is non-small cell lung cancer (NSCLC), has the highest incidence and mortality rate among various tumors worldwide (17). It has been demonstrated that the frequency of ILC2s increases in patients with lung cancer, which promotes lung metastases and mortality by inhibiting NK cell cytotoxic function and enhancing regulatory T cell (Treg) immunosuppressive manner (18–20). However, little is known about the PD-1 expression of ILC and the role of PD-1 in ILC2s in human lung cancer.
In the present study, we found that ILC2s were enriched in peripheral blood and tumor tissues of patients with NSCLC, and showed a more powerful immunosuppressive function than ILC2s obtained from healthy donors (HDs). PD-1 was upregulated in ILC2s obtained from NSCLC patients and corelated with high expression of IL-4 and IL-13. In tumor microenvironment, tumor-associated macrophages (TAMs) have two states of polarization (M1 and M2) according to different function and response to stimuli (21). Furthermore, the PD-1high ILC2s could increase M2-like macrophage polarization via IL-4 and IL-13. Our findings suggest that PD-1 plays an important role in the immunosuppressive function of ILC2s in human NSCLC.
Materials and Methods
Patients and Healthy Donors
Peripheral blood samples and fresh tumor tissues were obtained from 70 patients with NSCLC who underwent surgical resection at the First Affiliated Hospital of Zhengzhou University. None of the patients had received chemotherapy or radiotherapy before sampling. Written informed consent was obtained from each subject enrolled in this study. The study protocol was approved by the Ethics Committee of the First Affiliated Hospital of Zhengzhou University. Details of the clinicopathologic features of these patients are summarized in Supplementary Table S1 . The peripheral blood samples from 20 HDs were used as control.
Acquisition of Peripheral Blood Mononuclear Cells and Tumor Tissue Single Cell Suspension
Peripheral blood samples were subjected to Ficoll–Paque density gradient centrifugation at 2,500 rpm for 25 mins. Peripheral blood mononuclear cells (PBMCs) were extracted and washed twice with sterile phosphate buffered saline (PBS) (cat# P1020; Solarbio, China). Fresh tumor tissues were dissociated into single cell suspensions utilizing the human tumor dissociation kit (cat# 130-095-929; Miltenyi, Germany) following the manufacturer’s instructions. Tumor tissue single cell suspensions were filtered using a 70 μm cell strainer and then washed twice with PBS for subsequent flow cytometry testing or cell sorting.
Flow Cytometry Analysis
Human ILC2s were identified utilizing the CD45+Lin−CD127+CRTH2+ gate strategy described in previous studies (22–24). Cell surface molecules were stained by incubating PBMCs and the tumor tissue single cell suspension with fluorochrome-conjugated primary antibodies away from light for 20 mins at 4°C. Intracellular staining of IL-4, IL-13, p-AKT, p-S6, and p-STAT5 was executed as described in a previous study (25). In brief, after cell surface staining, cells were fixed with 4% paraformaldehyde, permeabilized by perm wash buffer, and stained with anti-IL-4 and anti-IL-13 for 20 min at 4°C in the dark. For detection of p-AKT, p-S6, and p-STAT5, the cells were first stained with the primary antibodies following surface staining, fixation and permeabilization, and then stained with the secondary antibodies. The cells were tested and analyzed utilizing the flow cytometry system (Canto II; BD Biosciences, USA).
The following anti-human monoclonal antibodies were used for flow cytometry [all purchased from BioLegend (San Diego, CA, USA) except when indicated]: FITC anti-human CD45 (cat# 368508; clone: 2D1), PerCP-Cy5.5 anti-human CD45 (cat# 368506; clone: 2D1), PerCP-Cy5.5 anti-human CD127 (IL7R) (cat# 351322; clone: A019D5), PE anti-human CD127 (cat# 351316; clone: A019D5), PE anti-human CD279 (PD-1) (cat# 329906; clone: EH12.2H7), PE-Cy7 anti-human CD279 (cat# 329918; clone: EH12.2H7), APC-Cy7 anti-human CD294 (CRTH2) (cat# 350113; BM16), PE anti-human CD117(c-kit) (cat# 313204; clone: 104D2), APC anti-human lineage cocktail [cat# 348803; clone: UCHT1 (CD3), HCD14 (CD14), 3G8 (CD16), HIB19 (CD19), 2H7 (CD20), and HCD56 (CD56)], PE anti-human IL-4 (cat# 500810; clone: MP4-25D2), PE anti-human IL-13 (cat# 501903; clone: JES10-5A2). The primary antibodies against phosphorylated AKT (p-AKT, Ser473, clone: D9E, cat # 4060T, dilution 1:100), phosphorylated S6 (p-S6, Ser235/236 clone: D57.2.2E, cat # 4858T, dilution 1:25), and phosphorylated STAT5 (p-STAT5, Tyr694, clone D47E7, cat # 4322T, dilution 1:200) were purchased from Cell Signaling Technology (Boston, USA). The secondary antibodies were FITC Donkey anti-rabbit IgG (cat# 406403, clone: Poly4064; BioLegend) and PE Donkey anti-rabbit IgG (cat# 406421, clone: Poly4064; BioLegend).
Cell Isolation, RNA Extraction, and Reverse Transcription
ILC2s (CD45+Lin−CD127+CRTH2+), PD-1high ILC2s, and PD-1low ILC2s were sorted from PBMCs or tumor tissue single cell suspensions by fluorescence-activated cell sorting (FACS) (Moflo XDP; Beckman, USA). Total RNA was extracted from 100–1000 sorted ILC2s cells, PD-1high ILC2s, PD-1low ILC2s, or CD14+ cells, and cDNA was simultaneously generated using the single cell sequence specific amplification kit (cat# P621-01; Vazyme Biotech Co. Ltd., China) following the manufacturer’s instructions.
Quantitative Real-Time Polymerase Chain Reaction
Quantitative real-time polymerase chain reaction (qRT-PCR) was performed in with the CFX96 Touch Real-Time PCR Detection System (Bio-Rad, USA) using the ChamQ SYBR Color qPCR Master Mix (cat# Q411-02; Vazyme, China) following the manufacturer’s instructions. Target genes were amplified under the following conditions: 95°C for 5 min and 40 cycles of 95°C for 30 sec, 60°C for 30 sec. GAPDH was used as the internal control and relative gene expression levels were ascertained by the 2-ΔΔCt method followed by logarithmic transformation to the base 2. The primers of the target genes are listed in Supplementary Table S2 .
Macrophage Polarization In Vitro
CD14+ monocytes were sorted from PBMCs of HDs via magnetic-activated cell sorting (cat# 130-118-906; Miltenyi Biotec, Germany) according to the manufacturer’s instructions. Sorted PD-1high ILC2s and PD-1low ILC2s were cultured in RPMI 1640 complete medium containing 10% fetal bovine serum (cat# S711-001; LONSERA, Australia) and 1% penicillin-streptomycin solution (cat# P1400; Solarbio, China) with 10 IU/ml of recombinant human IL-2 (cat# 200-02; PeproTech, USA) and 20 ng/ml of IL-7 (cat# 200-07; PeproTech, USA) for 48 h, after which the supernatant was harvested. Sorted CD14+ monocyte cells obtained from HD PBMCs were cultured to induce macrophages in complete RPMI 1640 culture medium and 100 ng/ml recombinant human M-CSF (rhM-CSF; cat# 300-25; PeproTech, USA) in a 24-well plate with 1 × 106 cells per well for 7 days (26). Then, the cells were treated with 100 ng/ml of LPS and 20 ng/ml recombinant human IFN-γ (rhIFN-γ; cat# 300-02; PeproTech, USA) (for M1-like macrophages) or 20 ng/ml recombinant human IL-4 (rhIL-4; cat# 200-04; PeproTech, USA) (for M2-like macrophages) or PD-1low ILC2s culture supernatant or PD-1high ILC2s culture supernatant for 18 h. With respect to the IL-4 and IL-13 blockade assay, CD14+ monocyte cells sorted from HD PBMCs were cultured in RPMI 1640 complete medium and 100 ng/ml of rhM-CSF (PeproTech) in a 24-well plate of 1×106 cells per well for 7 days. Then, they were divided into four groups and the following were added: the solute, anti-IL-4 antibody (cat# 500838, clone: MP4-25D2; BioLegend), anti-IL-13 antibody (cat# 501910, clone: JES10-5A2; BioLegend), and anti-IL-4 antibody combined with anti-IL-13 antibody. Two hours later, 100 ng/ml of LPS and PD-1high ILC2s culture supernatant were added and cultured for an additional 18 hours. The cells were harvested for flow cytometry testing, RNA extraction, and qPCR. The final concentrations of IL-4 and IL-13 antibodies in the medium were 1 μg/ml and 500 ng/ml, respectively.
Statistical Analysis
The results of flow cytometry were analyzed using FlowJo software version X (BD, USA). Other analyses were performed using Prism software version 7.0 (GraphPad Software Inc, USA). The results are presented as means with their standard errors. Two-group comparison was performed using the two-tailed student’s t-test. Comparisons among more than two groups were performed via one-way analysis of variance with Tukey’s post hoc tests. Analysis items with P value less than 0.05 were considered statistically significant.
Results
Identification and Distribution of ILC2s Among HDs and NSCLC Patients
Total ILCs and ILC2s were identified as CD45+Lin−CD127+ cells and CD45+Lin−CD127+CRTH2+ cells, respectively, in line with previous studies (22–24). The representative gating strategies are shown in Figure 1A . The proportions of total ILCs among CD45+ cells were measured in HDs and NSCLC patients. There was no significant difference in the proportions of ILCs among CD45+ cells obtained from HDs and NSCLC patients ( Figure 1B , Supplementary Figure 1A ). Next, the proportions of three ILC subsets were assessed, the representative results of which are shown in Figure 1C . ILC2s constituted a much higher proportion of total ILCs in PBMCs (P<0.0001) and tumor tissues (P<0.0001) obtained from NSCLC patients than in PBMCs obtained from HDs ( Figure 1D , Supplementary Figure 1B ). However there was no significant difference between tumor tissues and adjacent tissues ( Supplementary Figure 1C ). NSCLC patients also showed remarkably decreased and increased the levels of ILC1s and ILC3s, respectively ( Supplementary Figures 1D, E ). ILC2s were selectively enriched in NSCLC patients, which drove us to explore the correlation between ILC2 levels and tumor stages among NSCLC patients. The proportions of ILC2s among total ILCs in patients with stage III–IV disease were significantly higher than those in patients with stage I–II disease ( Figure 1E , Supplementary Figure 1F ). In addition, ILC1s were decreased in patients with stage III–IV disease, and there was no difference in the level of ILC3s between the two groups ( Supplementary Figures 1G, H ). Together, these findings indicated that although the proportion of total ILCs among CD45+ cells showed no difference, ILC2s were enriched in both PBMCs and tumor tissues obtained from NSCLC patients and ILC1s decreased in NSCLC patients.
Genetic Expression of Key Phenotypic and Functional Molecules in ILC2s
Since ILC2s increased in NSCLC patients, we investigated gene expression in ILC2s. ILC2s were sorted from HD PBMCs, and PBMCs and tumor tissues of NSCLC patients via FACS. Total RNA extraction and cDNA generation were performed. Gene expression profiles of key phenotypic and functional molecules of ILC2s were tested by qPCR. There were no difference between NSCLC patients and HDs regarding phenotypic gene expressions of IL7R, CRTH2, and ST2. PBMCs obtained from NSCLC patients, but not tumor tissues, showed increased expression of KIT(CD117) compared with those from HDs ( Supplementary Figure 2A ). Next, the genetic expression of major functional molecules of ILC2s (IL4, IL5, IL9, IL13, and AREG) (23) were tested ( Figure 2A ). IL4 and IL13 were highly expressed in ILC2s obtained from tumor tissues (IL4, P<0.0001; IL13, P<0.0001) and PBMCs (IL4, P<0.0001; IL13, P<0.0001) obtained from NSCLC patients than those obtained from HDs ( Figures 2B, C ). In addition, IL4 expression in ILC2s obtained from tumor tissues was higher than NSCLC PBMCs ( Figure 2B ), while there was no distinction in IL13 expression between these two groups ( Figure 2C ). Intriguingly, the expression of IL5 and IL9 was increased in ILC2s from PBMCs from NSCLC patients, but not in ILC2s from tumor tissues, compared with HD-derived PBMCs ( Supplementary Figure 2B ). This result indicated that the expression of IL5 and IL9 in ILC2s might not be affected by tumor site. In addition, there was no difference in AREG expression between NSCLC patients and HDs ( Supplementary Figure 2B ). These results showed that IL4 and IL13 were upregulated in ILC2s obtained from both PBMCs and tumor tissues of NSCLC patients. Furthermore, the protein levels of IL-4 and IL-13 were confirmed by multi-color flow cytometry. As expected, IL-4 and IL-13 levels were highly increased in ILC2s from PBMCs (IL-4, P<0.0001; IL-13, P<0.0001) ( Figures 2D, E ) and tumor tissues (IL-4, P<0.0001; IL-13, P<0.0001) ( Figures 2F, G ) of NSCLC patients than in ILC2s from HD PBMCs. We also found that the protein levels of IL-4 and IL-13 of ILC2s from NSCLC tumor tissues were higher than those from NSCLC PBMCs. This implied that certain factors in the tumor microenvironment might further boost the upregulation of IL-4 and IL-13 in tumor tissues. Taken together, these results demonstrated that both IL-4 and IL-13 were upregulated in ILC2s of NSCLC patients, particularly in ILC2s derived from tumor tissues.
Increased Expression of PD-1 on ILC2s in NSCLC Patients
A previous study demonstrated that PD-1 expression plays an important role in ILC2 development and function (27). Thus, we explored the gene expression profile of PDCD1 (encoding PD-1) as well as other cardinal immune checkpoint molecules in ILC2s from NSCLC patients. ILC2s were sorted from HD-derived PBMCs and NSCLC patient-derived PBMCs and tumor tissues via FACS, and then subjected to RNA extraction and qPCR. The representative data in a heatmap are shown in Figure 3A . PDCD1 was obviously upregulated in ILC2s obtained from PBMCs (P<0.0001) and tumor tissues (P<0.0001) of NSCLC patients compared with ILC2s from HDs ( Figure 3B ). Moreover, PDCD1 expression was increased in ILC2s obtained from tumor tissues compared with ILC2s obtained from NSCLC PBMCs ( Figure 3B ). There were no differences in the expressions of other immune checkpoint genes (CTLA4, TIM3, and TIGIT), except for LAG3 whose expression in ILC2s from tumor tissues was lower than that in PBMCs from HDs or NSCLC patients ( Supplementary Figure 3A ). PD-1 on total ILCs obtained from PBMCs (P<0.0001) and tumor tissues (P<0.0001) of NSCLC patients were significantly upregulated compared with those on ILCs obtained from HD PBMCs ( Figure 3C ). In addition, PD-1 expression on ILCs from tumor tissues was higher than that on ILCs from PBMCs of NSCLC patients ( Figure 3C ). Next, we investigated the levels of PD-1 on three subsets of ILCs from PBMCs and tumor tissues of NSCLC patients. The proportions of PD-1 expression in ILC2s were much higher than those in ILC1s or ILC3s in both PBMCs ( Figures 3D, E ) and tumor tissues ( Figures 3F, G ) from NSCLC patients. In addition, we also observed that the proportions of PD-1 expression in ILC2s were increased in tumor tissues than in adjacent tissues though it did not show significant difference in frequency of ILC2s ( Supplementary Figures 1C, 3B ). Thus, PD-1 was highly expressed on ILC2s obtained from NSCLC patients both in terms of mRNA level and protein level, indicating that PD-1 may function as a regulatory factor, to some degree, in ILC2s from NSCLC patients.
Higher Expression of IL-4 and IL-13 in PD1high ILC2s From NSCLC Patients
Based on the finding that PD-1 was upregulated on ILC2s in NSCLC patients, we hypothesized that PD-1 might play a role in the regulation of ILC2 function. PD-1high and PD-1low ILC2s from human NSCLC tumor tissues were sorted via FACS. We then assessed the genetic expression of ILC2 phenotype, function, and checkpoint molecules via qPCR. As expected, PD-1high ILC2s showed obviously higher PDCD1 expression than PD-1low ILC2s ( Figure 4A ). The expression of CRTH2 and ST2 was upregulated in PD-1high ILC2s compared with PD-1low ILC2s, while no difference was found in the expression of IL7R and KIT(CD117) ( Supplementary Figure 4A ). Furthermore, the immune checkpoint molecules CTLA4, HAVCR2 (TIM3), and LAG3 showed comparable levels of gene expression according to the different PD-1 levels, except for TIGIT which was highly expressed in PD-1high ILC2s ( Supplementary Figure 4B ).
Regarding the functional molecules of ILC2s, PD-1high ILC2s in tumor tissues expressed much higher levels of IL4 and IL13 than did PD-1low ILC2s in terms of mRNA level ( Figure 4B ). However, there were no differences in the expression of other functional molecules (IL5, IL9, and AREG) ( Supplementary Figure 4C ). Next, we performed flow cytometry to confirm the protein levels of IL-4 and IL-13 in ILC2s. As expected, levels of IL-4 ( Figures 4C, D ) and IL-13 ( Figures 4E, F ) were higher in PD-1high ILC2s than in PD-1low ILC2s. Taken together, the upregulation of PD-1 in ILC2s indicated more powerful function, and particularly induced the upregulation of type 2 cytokines (IL-4 and IL-13).
Upregulation of PD-1 Correlated With the AKT-S6 Signaling Pathway Activation in ILC2s Obtained From NSCLC Patients
To investigate the downstream signaling pathway of PD-1 in ILC2s, we assessed the phosphorylation levels of the key molecules within the PD-1 signaling pathway (such as AKT and S6) as previously reported (28, 29) via flow cytometry. As a result, PD-1high ILC2s upregulated phosphorylated AKT (p-AKT) compared with PD-1low ILC2s ( Figures 5A, B ). Similarly, the proportion of phosphorylated S6 (p-S6) in PD-1high ILC2s was significantly increased compared with that in PD-1low ILC2s ( Figures 5C, D ). These findings suggested that PD-1 upregulation activated its downstream signaling molecules in ILC2s of NSCLC patients. A previous study showed that phosphorylated STAT5 (p-STAT5) was a key downstream molecule of the PD-1 signaling pathway in ILC2s and inhibited IL-5 and IL-13 expression in the context of infection with Nippostrongylus brasiliensis (30). This drove us to explore whether STAT5 plays a role in the regulation of cytokine secretion in ILC2s of NSCLC patients. While, we did not find a significant difference in p-STAT5 levels between PD-1high ILC2s and PD-1low ILC2s ( Figures 5E, F ), suggesting that p-STAT5 played a marginal role in the functional regulation of PD-1 on ILC2s in human NSCLC tumors. Thus, PD-1 upregulation on ILC2s scarcely effects p-STAT5 signaling and may activate the AKT-S6 signaling pathway in NSCLC patients.
PD1high ILC2s Enhance the Polarization of M2-Like Macrophages From Monocytes
Previous studies have demonstrated that IL-4 and IL-13, two canonical type 2 cytokines, could mediate M2 macrophage polarization (31, 32). Considering the upregulation of IL-4 and IL-13 in PD-1high ILC2s, we assessed the effect of ILC2 culture supernatant on the process of CD14+ monocyte polarization to M2-like macrophages in vitro. We found that the culture supernatant of PD-1high ILC2s enhanced the gene expression of mannose receptor C-type 1 (MRC1; encoding CD206, a well-known marker for M2 macrophage) in terms of both mRNA level ( Figure 6A ) and protein level ( Figures 6B, C ) compared with matched PD-1low culture supernatant. The expression of M1 macrophage related genes (TNF, IL6, and CCL5) and M2 macrophage related genes (TGFB1, CCL18, and ARG1) (26) was also assessed. As expected, the expression of TNF, IL6, and CCL5 in CD14+ cells treated with PD-1high ILC2s supernatant was obviously decreased compared with matched PD-1low ILC2s supernatant treated CD14+ monocytes or M1-like macrophages ( Supplementary Figure 5A ). On the contrary, the expressions of M2 macrophage related genes (TGFB1, CCL18, and ARG1) in CD14+ monocytes treated with PD-1high ILC2s supernatant were evidently increased compared with matched PD-1low ILC2s supernatant treated CD14+ monocytes or M1-like macrophages ( Supplementary Figure 5B ). These results suggested that some soluble molecules in the PD-1high ILC2s culture supernatant boosted the polarization of M2-like macrophages from CD14+ monocytes. To assess whether elevated levels of IL-4 and IL-13 contributed to this phenomenon, we applied IL-4 and/or IL-13 neutralizing antibodies prior to treatment with PD-1high ILC2s supernatant. The gene expression of MRC1 in PD-1high ILC2s supernatant was partially inhibited by anti-IL-4 antibody or anti-IL-13 antibody alone, and was almost abolished by a combination of anti-IL-4 and anti-IL-13 antibodies ( Figure 6D ). Consistent results of corresponding protein levels were confirmed via flow cytometry ( Figures 6E, F ). Furthermore, the expression of M2 macrophage related genes (TGFB1, CCL18, and ARG1) in CD14+ cells treated with PD-1high ILC2s supernatant was partially downregulated by anti-IL-4 antibody or anti-IL-13 antibody alone, and further inhibited by a combination of anti-IL-4 and anti-IL-13 antibodies ( Supplementary Figure 5C ). These results indicated that IL-4 and IL-13 played a role in the process by which PD-1high ILC2s induce the polarization of M2-like macrophages from CD14+ monocytes. Thus, we demonstrated that PD-1high ILC2s enhanced the polarization of M2-like macrophages from CD14+ monocytes through the upregulation of IL-4 and IL-13, in vitro.
Discussion
ILCs, except for canonical NK cells, were new groups of lymphoid cells that were identified two decades ago (23). Since then, many studies on ILCs have been conducted in the fields of infectious and allergic diseases and, on a smaller scale, in tumors. Despite constituting a considerable proportion of immune cells in infection and allergy, the proportions of ILCs in tumors are relatively low, making it more difficult to investigate their roles in tumors. To our best knowledge, no published study has focused on ILC2s in human NSCLC to date. Thus, the present study assessed the distribution and functional features of ILC2s, as well as PD-1 expression and function on ILC2s in NSCLC patients.
We found no difference in the proportion of total ILCs in CD45+ cells between HDs and NSCLC patients; however, the proportions of ILC2s in bulk ILCs obtained from PBMCs and tumor tissues of NSCLC patients were significantly higher than those obtained from HD PBMCs. Similarly, Salimi et al. reported that ILC2s were enriched in human breast cancer tissues compared with tumor-adjacent tissues (33).
Moreover, we found that ILC2s in NSCLC patients expressed high levels of IL-4 and IL-13, which are classical type 2 cytokines, and might execute immunosuppressive function in human NSCLC. Similarly, a previous study reported that ILC2s contributed to melanoma progression by inhibiting NK cell activation and cytotoxicity in a mouse model, thereby functioning as an immunosuppressive factor (13). Another study showed that ILC2s facilitated tumor recurrence via the accumulation of MDSC by upregulating IL-13 among patients with bladder cancer (14).
In a murine model of metastatic lung tumor, a deficiency of ILC2s significantly boosted tumor growth and metastasis, indicating that ILC2s might function as an anti-tumor factor in murine lung cancer (34). However, the approach to deleting ILC2s using RORα-/- mice in this study could unavoidably impair the development and function of some other cells, which probably biased the research outcome. Together, our findings indicated that ILC2s were enriched in human NSCLC and might function as immunosuppressive cells via the upregulation of the type 2 cytokines IL-4 and IL-13.
In the area of adaptive immunity, PD-1 predominantly causes T cell function inhibition and exhaustion (35, 36). The downregulation of PD-1 may restore the anti-tumor function of CD8+ T cells (37). Targeting the glycosylation of PD-1 enhances the cytotoxicity of chimeric antigen receptor T cells in tumor milieu (38). Regarding PD-1 on ILC2s, Yong et al. reported that PD-1 was upregulated on ILC2 progenitor cells and mature ILC2s in lungs after influenza infection and that blocking PD-1 on PD-1high ILC2s using anti-PD-1 antibody dramatically reduced cytokine (such as IL-13) production in the context of infection (27), indicating that PD-1 plays an indispensable role in ILC2 development and function. In addition, a previous study reported that PD-1 was exclusively expressed by ILC2s compared with ILC1s or ILC3s in mice (30). With respect to tumor settings, Moral et al. reported that PD-1 was highly expressed on tumor-infiltrating ILC2s in human and mouse pancreatic ductal adenocarcinoma (PDAC) (39). Similarly, we found that PD-1 was highly expressed in ILC2s compared with matched ILC1s or ILC3s in NSCLC patients. To explore the role of PD-1 upregulation in ILC2s, we sorted PD-1high ILC2s and PD-1low ILC2s from NSCLC tumor tissues by FACS and performed qPCR. Firstly, we confirmed that PDCD1 expression was dramatically higher in PD-1high ILC2s than PD-1low ILC2s. Next, we assessed the expression of genes related to ILC2 phenotype, function, and immune checkpoint molecules. We found that CRTH2 and ST2 expression was more upregulated in PD-1high ILC2s than in PD-1low ILC2s. Since CRTH2 (the receptor for PGD2) and ST2 (the receptor of IL-33) are important functional cytomembrane proteins on ILC2s (40, 41), their upregulation in PD-1high ILC2s implies that PD-1 may enhance the function of ILC2s by boosting the PGD2-CRTH2 and IL-33-ST signaling pathways. We found no difference in the gene expression of the immune checkpoint receptors CTLA4, HAVCR2, and LAG3. Nevertheless, PD-1high ILC2s showed an upregulation of TIGIT, which inhibited Th1 cytokine secretion in Treg cells (42) and enhanced IL-4 expression in follicular helper T cells (43), indicating that downregulation of TIGIT might contribute to the upregulation of IL-4 in PD-1high ILC2s. Lastly, we found that IL-4 and IL-13 were highly expressed in PD-1high ILC2s in terms of both mRNA and protein levels, indicating that PD-1high ILC2s may enhance the type 2 immune response by upregulating IL-4 and IL-13 and act as immunosuppressive cells in human NSCLC. In one study, the authors found that PD-1 negatively regulated the function of KLRG1+ ILC2s derived from the murine model of worm infection and PBMCs of human HDs in vitro (30). However, Batyrova et al. demonstrated that ILC2s from RAG1-/- mice showed stronger capacity of type II cytokine production compared with ILC2s from PD-1-/- xRAG1-/- mice (44). We also found that high expression of PD-1 on ILC2s enhanced IL-4 and IL-13 secretion in NSCLC patients. The reasons for these contradictory findings might be possibly due to: (i) the circumstances surrounding of the immune response to worm infestation and tumor are different; (ii) our data was derived from NSCLC patients and reflected real tumor microenvironment other than those ILC2s induced from HDs in vitro. Another study showed that PD-1 inhibited the function of ILC2s and that anti-PD-1 therapy could expand ILC2s and augment anti-tumor immunity (39). However, the present study showed that high expression of PD-1 boosted the function of ILC2, such as enhancing IL4 and IL13 expression, in NSCLC patients. The following are possible reasons for the contradiction: (i) different cancers have distinctive tumor microenvironments; (ii) our study was performed ex vivo which may not reflect the effect of multiple factors in vivo, including the ligation of PD-1 and PD-1 ligands and IL-33 activation by ILC2s; and (iii) we speculated that PD-1 upregulation represented activation in the early stage of ILC2s but functioned as an inhibitory factor in later stages, similar to cytotoxic T cells (36). Indeed, a previous study demonstrated that PD-1 expression on ILC2s was upregulated after ILC2 activation by IL-33 in obese mice (45). Thus, in the present study, we found that PD-1 upregulation might be due to ILC2 activation and represented a high-functioning stage in NSCLC ILC2s.
In this study, we found that the phosphorylation levels of AKT and S6 were increased in PD-1high ILC2s, indicating that the PD-1 downstream signaling pathway could be activated in ILC2s obtained from NSCLC patients. However, phosphorylated STAT5, which was reported to be involved in the regulation of cytokine secretion in PD-1 expressing ILC2s in the context of Nippostrongylus brasiliensis infection (30), showed no difference in PD-1high ILC2s and PD-1low ILC2s among NSCLC patients. Thus, further studies are needed to elucidate the mechanism by which PD-1 regulates the downstream signaling in ILC2s obtained from NSCLC patients.
TAMs are highly plastic and have functional diversity. M1-like macrophages, which are involved in anti-tumor immunity by secreting pro-inflammatory cytokines, can be polarized by type 1 cytokines such as IFN-γ. Th2-related cytokines (IL-4 and IL-13) regulate M2-like macrophages polarization which play a role in promoting tumor progression by creating an immunosuppressive environment (46). M2-like macrophages can produce cytokines including TGF-β and IL-10 to promote tumor growth (47, 48). In addition, different kind of chemokines from M2-like macrophages including CCL18 and CCL22 mediate immune cells migration to tumor microenvironment (49). In the present study, we found that PD-1high ILC2 culture supernatant enhanced the expression of MRC1 (encoding CD206, a typical marker of M2 macrophages) and other M2 macrophage related genes (TGFB1, CCL18, and ARG1), and diminished the expression of M1 macrophage related genes (TNF, IL6, and CCL5). Moreover, anti-IL-4 antibody and/or anti-IL-13 antibody could weaken the upregulation of M2 macrophage related genes induced by PD-1high ILC2 culture supernatant. These findings demonstrated that the upregulation of PD-1 on ILC2s could enhance M2-like macrophage polarization from CD14+ monocytes by facilitating the production of IL-4 and IL-13. Our findings were in line with some previous reports that IL-4 and IL-13 could mediate M2 macrophage polarization in vitro (31, 32).
Dupilumab, a monoclonal antibody against human IL-4 receptor α, inhibits both IL-4 and IL-13 signaling and has been confirmed to be effective in phase 3 clinical trials of asthma and atopic dermatitis (50, 51). IL-4 and IL-13 were upregulated in ILC2s cells, particularly in PD-1high ILC2s in NSCLC patients, and boosted M2-like macrophage polarization, warranting clinical trials of Dupilumab in NSCLC patients in the future.
The present study had some limitations. Firstly, due to the rarity of ILC2s in clinical samples, we could not assess the expression of related proteins using available methods, such as western blot assay. Secondly, we only conducted an exploratory study on PD-1 downstream signaling via flow cytometry, and further research is needed to confirm the PD-1 signaling pathway in ILC2s, particularly the molecules involved in the regulation of IL-4 and IL-13 in ILC2s. Thirdly, since there were not enough ILC2s for adaptive transfer assay, we did not ascertain the immunosuppressive function of ILC2s in vivo. Thus, well-designed studies are needed to confirm the detailed function of ILC2s in human NSCLC.
Data Availability Statement
The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.
Ethics Statement
The studies involving human participants were reviewed and approved by Ethics Committee of the First Affiliated Hospital of Zhengzhou University. The patients/participants provided their written informed consent to participate in this study.
Author Contributions
Conception and design: YZ, CS, and CL. Development of methodology: CS, CL, and ZZ. Acquisition of data (acquired and managed patients, provided facilities, etc.): YZ, CS, CL, JS, LW, and YT. Analysis and interpretation of data (e.g. statistical analysis, biostatistics, computational analysis): CS, CL, WY, GQ, YP, and SL. Writing, review, and/or revision of the manuscript: YZ, CS, and CL. Administrative, technical, or material support (i.e. reporting or organizing data, constructing databases): CS, CL, JS, and WY. Study supervision: YZ and ZZ. All authors contributed to the article and approved the submitted version.
Funding
This work was supported by the National Natural Science Foundation of China (grant no. U1804281 and 81771781), the National Science and Technology Major Project of China (2020ZX09201-009), and the Major public welfare projects in Henan Province (201300310400).
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Acknowledgments
We thank the staff and students of the Biotherapy Center at the First Affiliated Hospital of Zhengzhou University for their invaluable help in this study.
Supplementary Material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fimmu.2021.680055/full#supplementary-material
References
- 1. Diefenbach A, Colonna M, Koyasu S. Development, Differentiation, and Diversity of Innate Lymphoid Cells. Immunity (2014) 41(3):354–65. 10.1016/j.immuni.2014.09.005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2. Kansler ER, Li MO. Innate Lymphocytes-Lineage, Localization and Timing of Differentiation. Cell Mol Immunol (2019) 16(7):627–33. 10.1038/s41423-019-0211-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Seillet C, Jacquelot N. Sensing of Physiological Regulators by Innate Lymphoid Cells. Cell Mol Immunol (2019) 16(5):442–51. 10.1038/s41423-019-0217-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Fang D, Zhu J. Dynamic Balance Between Master Transcription Factors Determines the Fates and Functions of CD4 T Cell and Innate Lymphoid Cell Subsets. J Exp Med (2017) 214(7):1861–76. 10.1084/jem.20170494 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Farrar JD, Ouyang W, Lohning M, Assenmacher M, Radbruch A, Kanagawa O, et al. An Instructive Component in T Helper Cell Type 2 (Th2) Development Mediated by GATA-3. J Exp Med (2001) 193(5):643–50. 10.1084/jem.193.5.643 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Hoyler T, Klose CS, Souabni A, Turqueti-Neves A, Pfeifer D, Rawlins EL, et al. The Transcription Factor GATA-3 Controls Cell Fate and Maintenance of Type 2 Innate Lymphoid Cells. Immunity (2012) 37(4):634–48. 10.1016/j.immuni.2012.06.020 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Zhu J. T Helper 2 (Th2) Cell Differentiation, Type 2 Innate Lymphoid Cell (ILC2) Development and Regulation of Interleukin-4 (IL-4) and IL-13 Production. Cytokine (2015) 75(1):14–24. 10.1016/j.cyto.2015.05.010 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Grivennikov SI, Greten FR, Karin M. Immunity, Inflammation, and Cancer. Cell (2010) 140(6):883–99. 10.1016/j.cell.2010.01.025 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Trinchieri G. Cancer and Inflammation: An Old Intuition With Rapidly Evolving New Concepts. Annu Rev Immunol (2012) 30:677–706. 10.1146/annurev-immunol-020711-075008 [DOI] [PubMed] [Google Scholar]
- 10. Licona-Limon P, Kim LK, Palm NW, Flavell RA. TH2, Allergy and Group 2 Innate Lymphoid Cells. Nat Immunol (2013) 14(6):536–42. 10.1038/ni.2617 [DOI] [PubMed] [Google Scholar]
- 11. Kim BS, Artis D. Group 2 Innate Lymphoid Cells in Health and Disease. Cold Spring Harb Perspect Biol (2015) 7(5). 10.1101/cshperspect.a016337 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Inclan-Rico JM, Siracusa MC. First Responders: Innate Immunity to Helminths. Trends Parasitol (2018) 34(10):861–80. 10.1016/j.pt.2018.08.007 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Long A, Dominguez D, Qin L, Chen S, Fan J, Zhang M, et al. Type 2 Innate Lymphoid Cells Impede IL-33-Mediated Tumor Suppression. J Immunol (2018) 201(11):3456–64. 10.4049/jimmunol.1800173 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Chevalier MF, Trabanelli S, Racle J, Salomé B, Cesson V, Gharbi D, et al. ILC2-Modulated T Cell–to-MDSC Balance is Associated With Bladder Cancer Recurrence. J Clin Invest (2017) 127(8):2916–29. 10.1172/jci89717 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Jovanovic IP, Pejnovic NN, Radosavljevic GD, Pantic JM, Milovanovic MZ, Arsenijevic NN, et al. Interleukin-33/ST2 Axis Promotes Breast Cancer Growth and Metastases by Facilitating Intratumoral Accumulation of Immunosuppressive and Innate Lymphoid Cells. Int J Cancer (2014) 134(7):1669–82. 10.1002/ijc.28481 [DOI] [PubMed] [Google Scholar]
- 16. Trabanelli S, Chevalier MF, Derre L, Jandus C. The Pro- and Anti-Tumor Role of ILC2s. Semin Immunol (2019) 101276. 10.1016/j.smim.2019.04.004 [DOI] [PubMed] [Google Scholar]
- 17. Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Global Cancer Statistics 2018: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J Clin (2018) 68(6):394–424. 10.3322/caac.21492 [DOI] [PubMed] [Google Scholar]
- 18. Wu Y, Yan Y, Su Z, Bie Q, Chen X, Barnie PA, et al. Enhanced Circulating ILC2s and Mdscs may Contribute to Ensure Maintenance of Th2 Predominant in Patients With Lung Cancer. Mol Med Rep (2017) 15(6):4374–81. 10.3892/mmr.2017.6537 [DOI] [PubMed] [Google Scholar]
- 19. Schuijs MJ, Png S, Richard AC, Tsyben A, Hamm G, Stockis J, et al. ILC2-Driven Innate Immune Checkpoint Mechanism Antagonizes NK Cell Antimetastatic Function in the Lung. Nat Immunol (2020) 21(9):998–1009. 10.1038/s41590-020-0745-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Domvri K, Petanidis S, Zarogoulidis P, Anestakis D, Tsavlis D, Bai C, et al. Treg-Dependent Immunosuppression Triggers Effector T Cell Dysfunction. via STING/ILC2 Axis. Clin Immunol (2021) 222:108620. 10.1016/j.clim.2020.108620 [DOI] [PubMed] [Google Scholar]
- 21. Locati M, Curtale G, Mantovani A. Diversity, Mechanisms, and Significance of Macrophage Plasticity. Annu Rev Pathol (2020) 15:123–47. 10.1146/annurev-pathmechdis-012418-012718 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Carrega P, Loiacono F, Di Carlo E, Scaramuccia A, Mora M, Conte R, et al. NCR(+)ILC3 Concentrate in Human Lung Cancer and Associate With Intratumoral Lymphoid Structures. Nat Commun (2015) 6:8280. 10.1038/ncomms9280 [DOI] [PubMed] [Google Scholar]
- 23. Artis D, Spits H. The Biology of Innate Lymphoid Cells. Nature (2015) 517(7534):293–301. 10.1038/nature14189 [DOI] [PubMed] [Google Scholar]
- 24. Munneke JM, Bjorklund AT, Mjosberg JM, Garming-Legert K, Bernink JH, Blom B, et al. Activated Innate Lymphoid Cells Are Associated With a Reduced Susceptibility to Graft-Versus-Host Disease. Blood (2014) 124(5):812–21. 10.1182/blood-2013-11-536888 [DOI] [PubMed] [Google Scholar]
- 25. Li L, Yang L, Wang L, Wang F, Zhang Z, Li J, et al. Impaired T Cell Function in Malignant Pleural Effusion Is Caused by TGF-Beta Derived Predominantly From Macrophages. Int J Cancer (2016) 139(10):2261–9. 10.1002/ijc.30289 [DOI] [PubMed] [Google Scholar]
- 26. Martinez FO, Gordon S, Locati M, Mantovani A. Transcriptional Profiling of the Human Monocyte-to-Macrophage Differentiation and Polarization: New Molecules and Patterns of Gene Expression. J Immunol (2006) 177(10):7303–11. 10.4049/jimmunol.177.10.7303 [DOI] [PubMed] [Google Scholar]
- 27. Yu Y, Tsang JC, Wang C, Clare S, Wang J, Chen X, et al. Single-Cell RNA-Seq Identifies a PD-1(Hi) ILC Progenitor and Defines Its Development Pathway. Nature (2016) 539(7627):102–6. 10.1038/nature20105 [DOI] [PubMed] [Google Scholar]
- 28. Patsoukis N, Brown J, Petkova V, Liu F, Li L, Boussiotis VA. Selective Effects of PD-1 on Akt and Ras Pathways Regulate Molecular Components of the Cell Cycle and Inhibit T Cell Proliferation. Sci Signal (2012) 5(230):ra46. 10.1126/scisignal.2002796 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Kleffel S, Posch C, R Barthel S, Mueller H, Schlapbach C, Guenova E, et al. Melanoma Cell-Intrinsic PD-1 Receptor Functions Promote Tumor Growth. Cell (2015) 162(6):1242–56. 10.1016/j.cell.2015.08.052 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Taylor S, Huang Y, Mallett G, Stathopoulou C, Felizardo TC, Sun MA, et al. PD-1 Regulates KLRG1(+) Group 2 Innate Lymphoid Cells. J Exp Med (2017) 214(6):1663–78. 10.1084/jem.20161653 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Van Dyken SJ, Locksley RM. Interleukin-4- and Interleukin-13-Mediated Alternatively Activated Macrophages: Roles in Homeostasis and Disease. Annu Rev Immunol (2013) 31:317–43. 10.1146/annurev-immunol-032712-095906 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Rahal OM, Wolfe AR, Mandal PK, Larson R, Tin S, Jimenez C, et al. Blocking Interleukin (IL)4- and IL13-Mediated Phosphorylation of STAT6 (Tyr641) Decreases M2 Polarization of Macrophages and Protects Against Macrophage-Mediated Radioresistance of Inflammatory Breast Cancer. Int J Radiat Oncol Biol Phys (2018) 100(4):1034–43. 10.1016/j.ijrobp.2017.11.043 [DOI] [PubMed] [Google Scholar]
- 33. Salimi M, Wang R, Yao X, Li X, Wang X, Hu Y, et al. Activated Innate Lymphoid Cell Populations Accumulate in Human Tumour Tissues. BMC Cancer (2018) 18(1):341. 10.1186/s12885-018-4262-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Saranchova I, Han J, Zaman R, Arora H, Huang H, Fenninger F, et al. Type 2 Innate Lymphocytes Actuate Immunity Against Tumours and Limit Cancer Metastasis. Sci Rep (2018) 8(1):2924. 10.1038/s41598-018-20608-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Wherry EJ, Kurachi M. Molecular and Cellular Insights Into T Cell Exhaustion. Nat Rev Immunol (2015) 15(8):486–99. 10.1038/nri3862 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Zhang Z, Liu S, Zhang B, Qiao L, Zhang Y, Zhang Y. T Cell Dysfunction and Exhaustion in Cancer. Front Cell Dev Biol (2020) 8:17. 10.3389/fcell.2020.00017 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Zhang Z, Li F, Tian Y, Cao L, Gao Q, Zhang C, et al. Metformin Enhances the Antitumor Activity of CD8(+) T Lymphocytes Via the AMPK-Mir-107-Eomes-PD-1 Pathway. J Immunol (2020) 204(9):2575–88. 10.4049/jimmunol.1901213 [DOI] [PubMed] [Google Scholar]
- 38. Shi X, Zhang D, Li F, Zhang Z, Wang S, Xuan Y, et al. Targeting Glycosylation of PD-1 to Enhance CAR-T Cell Cytotoxicity. J Hematol Oncol (2019) 12(1):127. 10.1186/s13045-019-0831-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Moral JA, Leung J, Rojas LA, Ruan J, Zhao J, Sethna Z, et al. ILC2s Amplify PD-1 Blockade by Activating Tissue-Specific Cancer Immunity. Nature (2020) 579(7797):130–5. 10.1038/s41586-020-2015-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40. Trabanelli S, Chevalier MF, Martinez-Usatorre A, Gomez-Cadena A, Salome B, Lecciso M, et al. Tumour-Derived PGD2 and Nkp30-B7H6 Engagement Drives an Immunosuppressive ILC2-MDSC Axis. Nat Commun (2017) 8(1):593. 10.1038/s41467-017-00678-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41. Barlow JL, Peel S, Fox J, Panova V, Hardman CS, Camelo A, et al. IL-33 is More Potent Than IL-25 in Provoking IL-13-Producing Nuocytes (Type 2 Innate Lymphoid Cells) and Airway Contraction. J Allergy Clin Immunol (2013) 132(4):933–41. 10.1016/j.jaci.2013.05.012 [DOI] [PubMed] [Google Scholar]
- 42. Joller N, Lozano E, Burkett PR, Patel B, Xiao S, Zhu C, et al. Treg Cells Expressing the Coinhibitory Molecule TIGIT Selectively Inhibit Proinflammatory Th1 and Th17 Cell Responses. Immunity (2014) 40(4):569–81. 10.1016/j.immuni.2014.02.012 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. Godefroy E, Zhong H, Pham P, Friedman D, Yazdanbakhsh K. TIGIT-Positive Circulating Follicular Helper T Cells Display Robust B-Cell Help Functions: Potential Role in Sickle Cell Alloimmunization. Haematologica (2015) 100(11):1415–25. 10.3324/haematol.2015.132738 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. Batyrova B, Luwaert F, Maravelia P, Miyabayashi Y, Vashist N, Stark JM, et al. PD-1 Expression Affects Cytokine Production by ILC2 and Is Influenced by Peroxisome Proliferator-Activated Receptor-Gamma. Immun Inflammation Dis (2020) 8(1):8–23. 10.1002/iid3.279 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Oldenhove G, Boucquey E, Taquin A, Acolty V, Bonetti L, Ryffel B, et al. PD-1 Is Involved in the Dysregulation of Type 2 Innate Lymphoid Cells in a Murine Model of Obesity. Cell Rep (2018) 25(8):2053–60.e4. 10.1016/j.celrep.2018.10.091 [DOI] [PubMed] [Google Scholar]
- 46. Cheng H, Wang Z, Fu L, Xu T. Macrophage Polarization in the Development and Progression of Ovarian Cancers: An Overview. Front Oncol (2019) 9:421. 10.3389/fonc.2019.00421 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47. Zhou J, Tang Z, Gao S, Li C, Feng Y, Zhou X. Tumor-Associated Macrophages: Recent Insights and Therapies. Front Oncol (2020) 10:188. 10.3389/fonc.2020.00188 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48. Pan Y, Yu Y, Wang X, Zhang T. Tumor-Associated Macrophages in Tumor Immunity. Front Immunol (2020) 11:583084. 10.3389/fimmu.2020.583084 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Korbecki J, Olbromski M, Dziegiel P. CCL18 in the Progression of Cancer. Int J Mol Sci (2020) 21(21):7955. 10.3390/ijms21217955 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Wenzel S, Castro M, Corren J, Maspero J, Wang L, Zhang B, et al. Dupilumab Efficacy and Safety in Adults With Uncontrolled Persistent Asthma Despite Use of Medium-to-High-Dose Inhaled Corticosteroids Plus a Long-Acting β2 Agonist: A Randomised Double-Blind Placebo-Controlled Pivotal Phase 2b Dose-Ranging Trial. Lancet (2016) 388(10039):31–44. 10.1016/s0140-6736(16)30307-5 [DOI] [PubMed] [Google Scholar]
- 51. Simpson EL, Bieber T, Guttman-Yassky E, Beck LA, Blauvelt A, Cork MJ, et al. Two Phase 3 Trials of Dupilumab Versus Placebo in Atopic Dermatitis. N Engl J Med (2016) 375(24):2335–48. 10.1056/NEJMoa1610020 [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.