| Literature DB >> 33052231 |
Ying Wang1,2,3,4, Zhaojie Lyu1,2, Yanru Qin5, Xia Wang2, Liangzhan Sun2, Yu Zhang2, Lanqi Gong2, Shayi Wu2, Shuo Han6, Ying Tang2, Yongxu Jia5, Dora Lai-Wan Kwong2, NgarWoon Kam2, Xin-Yuan Guan1,2,4,5,7.
Abstract
Objective: The transcription factor forkhead box protein O1 (FOXO1) is critical for regulating cytokine and chemokine secretion. However, its function in the tumor microenvironment (TME) remains largely unexplored. In this study, we characterized the prognostic value of FOXO1 and the interaction between tumor-derived FOXO1 and M2 macrophages in esophageal squamous cell carcinoma (ESCC).Entities:
Keywords: FOXO1; M2 macrophage; cancer progression; esophageal squamous cell carcinoma
Mesh:
Substances:
Year: 2020 PMID: 33052231 PMCID: PMC7546008 DOI: 10.7150/thno.45261
Source DB: PubMed Journal: Theranostics ISSN: 1838-7640 Impact factor: 11.556
Figure 1Overexpression of FOXO1 correlated with poor survival outcomes and high M2 macrophages infiltration in ESCC. (A) The relative expression of FOXO1 in 52 paired ESCC tumor and non-tumor samples was detected using qRT-PCR (P < 0.05). (B) Representative images for IHC staining showed FOXO1 expression in the ESCC tumor and non-tumor tissues. Scale bar, 200 µm (left) and 50 µm (right). (C) Kaplan-Meier curves for Overall survival (OS) showed that FOXO1-positive patients (n = 48) had worse prognosis than FOXO1-negative patients (n = 96) (P = 0.038). (D) The heat map of 22 types of immune cells infiltrating three ESCC tumor tissues analyzed using RNA-seq. The columns represent each patient sample and the proportions of the immune cells are shown as the color intensity. Red represents high density and green indicates low density. (E-F) ESCC patients in TCGA program (n = 47) were divided into two groups based on their FOXO1 expression. The mRNA expression of CD206 was overexpressed in the FOXO1-high group (n = 30) compared to the FOXO1-low group (n = 17) (P = 0.0234) (E). The mRNA expression of CD163 was overexpressed in the FOXO1-high group compared to the FOXO1-low group (P = 0.0196) (F). (G) Representative images of double IHC staining with FOXO1 (brown) and CD68 (red) in the FOXO1-positive and FOXO1-negative tumor tissues. Scale bar, 50 µm. (H) Representative images of IF staining with FOXO1 (red) and CD206 (green) in the FOXO1-positive and FOXO1-negative tumor tissues. Scale bar, 100 µm (left) and 50 µm (right).
The clinicopathological characteristics based on FOXO1 expression
| Total (n = 144) | Foxo1 expression | |||
|---|---|---|---|---|
| Negative (n = 96) | Positive (n = 48) | |||
| 0.906 | ||||
| Male | 74 | 49 | 25 | |
| Female | 70 | 47 | 23 | |
| 60.9 (40~80) | 60.5 (40~80) | 61.6 (40~79) | 0.724 | |
| <60 | 49 | 23 | ||
| ≥60 | 47 | 25 | ||
| 0.158 | ||||
| medullary | 72 | 42 | 30 | |
| fungating | 13 | 11 | 2 | |
| ulcerative | 38 | 28 | 10 | |
| others | 21 | 15 | 6 | |
| 0.765 | ||||
| 1 | 12 | 8 | 4 | |
| 2 | 9 | 5 | 4 | |
| 3 | 123 | 83 | 40 | |
| 0.313 | ||||
| well | 14 | 11 | 3 | |
| modest | 98 | 61 | 37 | |
| poor | 30 | 22 | 8 | |
| 0.606 | ||||
| pT1 | 13 | 9 | 4 | |
| pT2 | 40 | 29 | 11 | |
| pT3 | 91 | 58 | 33 | |
| 0.185 | ||||
| pN0 | 64 | 46 | 18 | |
| pN1 | 77 | 47 | 30 | |
| pN2 | 3 | 3 | 0 | |
| 0.013 | ||||
| M0 | 141 | 96 | 45 | |
| M1 | 3 | 0 | 3 | |
pT stage: pathological T stage;
pN stage: pathological N stage.
Univariate and multivariate Cox regression analysis
| Variable | univariate | multivariate | ||||
|---|---|---|---|---|---|---|
| Hazard ratio | 95%CI | Hazard ratio | 95%CI | |||
| Male | 1 | 1 | ||||
| Female | 0.876 | 0.550-1.394 | 0.575 | 0.966 | 0.540-1.727 | 0.907 |
| <60 | 1 | 1 | ||||
| ≥60 | 1.801 | 1.121-2.894 | 0.015 | 0.522 | 0.286-0.954 | 0.035 |
| 0.429 | 0.539 | |||||
| medullary | 1 | 1 | ||||
| fungating | 1.519 | 0.732-3.154 | 0.262 | 1.034 | 0.350-3.055 | 0.952 |
| ulcerative | 1.184 | 0.397-3.532 | 0.762 | 2.309 | 0.545-9.794 | 0.256 |
| others | 1.858 | 0.855-4.038 | 0.118 | 0.942 | 0.304-2.923 | 0.918 |
| 0.09 | 0.906 | |||||
| 1 | 1 | 1 | ||||
| 2 | 0.207 | 0.051-0.846 | 0.028 | <0.001 | 0-4.42e+18 | 0.718 |
| 3 | <0.001 | 1.57E+251 | 0.965 | 0.001 | 0-1.05e+21 | 0.796 |
| 0.015 | 0.422 | |||||
| well | 1 | 1 | ||||
| modest | 0.317 | 0.124-0.812 | 0.017 | 0.349 | 0.072-1.697 | 0.192 |
| poor | 1.405 | 0.836-2.359 | 0.199 | 0.85 | 0.453-1.595 | 0.613 |
| <0.001 | 0.074 | |||||
| pT1 | 1 | 1 | ||||
| pT2 | 0.175 | 0.043-0.718 | 0.016 | 6.33 | 0.723-55.39 | 0.095 |
| pT3 | 0.274 | 0.136-0.553 | <0.001 | 0.569 | 0.245-1.322 | 0.19 |
| <0.001 | <0.001 | |||||
| pN0 | 1 | 1 | ||||
| pN1 | 275.48 | 0-3.738e+48 | 0.917 | 152.93 | 0-2185e+63 | 0.944 |
| pN2 | 12179.35 | 0-1.657e+50 | 0.862 | 9587.64 | 0-1.361e+65 | 0.898 |
| 0.561 | ||||||
| M0 | 1 | 1 | ||||
| M1 | 2.517 | 0.788-8.043 | 0.119 | 1.473 | 0.399-5.434 | 0.561 |
| negative | 1 | 1 | ||||
| positive | 0.577 | 0.340-0.980 | 0.042 | 0.539 | 0.300-0.970 | 0.039 |
Figure 2M2 macrophages infiltration in mice models. FOXO1(+) and FOXO1(-) tumor cells were injected into both flanks of nude mice and tumors were harvested after 3 weeks. (A) Representative images of IHC staining with CD68 in the FOXO1(+) group and FOXO1(-) tumor tissue. Scale bar, 50 µm. (B) Relative expression of CD68 in FOXO1(+) (n = 5) and FOXO1(-) (n = 5) groups analyzed using qRT-PCR (*P < 0.05; **P < 0.01). (C) Representative images of IF staining with FOXO1 (red) and CD206 (green) in the FOXO1(+) and FOXO1(-) group tumor tissues. Scale bar, 50 µm. (D) Relative expression of CD206 in FOXO1(+) (n = 5) and FOXO1(-) (n = 5) groups analyzed using qRT-PCR (*P < 0.05; **P < 0.01).
Figure 3FOXO1(+) tumor cells promoted M2 macrophages recruitment by CCL20 secretion. (A) Relative expression of CCL20 in the FOXO1(+) and FOXO1(-) tumor cells detected using qRT-PCR (*P < 0.05; **P < 0.01). (B) Concentration of CCL20 in the supernatants of FOXO1(+) and FOXO1(-) tumor cells measured with ELISA (*P < 0.05; **P < 0.01). (C) Expression of protein CCL20 in FOXO1(+) and FOXO1(-) tumor cells detected with western blotting. (D) Expression of protein CCL20 in FOXO1(+) tumor cells and their FOXO1 silenced tumor cells detected with western blotting. (E) Representatives and summary of M2 macrophage migration assays induced with FOXO1(-) tumor cells, FOXO1(+) tumor cells, and FOXO1(+) tumor cells after blocking with 0.25 µg/mL and 1.0 µg/mL α-CCL20 antibody. Scale bar, 100 µm (*P < 0.05; **P < 0.01, ***P < 0.001). (F) Representatives and summary of M2 macrophage migration assays induced with serum-free medium, 5 ng/mL and 20 ng/mL CCL20 recombinant. Scale bar, 100 µm (*P < 0.05; **P < 0.01). (G) Representatives and summary of M2 macrophage migration assays induced with FOXO1(+)-Ctl tumor cells, FOXO1(+)-sh1 tumor cells, and FOXO1(+)-sh2 tumor cells. Scale bar, 100 µm (***P < 0.001; ****P < 0.0001).
Figure 4FOXO1(+) tumor cells promoted M0 macrophages differentiation towards M2 macrophages by CSF-1 production. (A) Flow cytometric analysis for CD68 and CD163 expression in M0 macrophages after co-culture with FOXO1(-) tumor cells, FOXO1(+) tumor cells, and FOXO1(+) tumor cells after blocking with 0.2 µg/mL and 1.0 µg/mL α-CSF-1 antibody. The percentage of M2 macrophages is summarized in the bar chart and the data were calculated as means ± standard error of the mean (SEM) of three independent experiments (*P < 0.05; **P < 0.01; ***P < 0.001; ****P < 0.0001). (B) Flow cytometric analysis for CD68 and CD163 expression in M0 macrophages after co-culture with FOXO1(+)-Ctl tumor cells, FOXO1(+)-sh1 tumor cells, and FOXO1(+)-sh2 tumor cells. The percentage of M2 macrophages is summarized in the bar chart and the data were calculated as means ± SEM of three independent experiments (**P < 0.01; ****P < 0.0001). (C) Heat map visualization of gene relative expression analyzed from the qRT-PCR results, which illustrated the levels of M2 macrophage markers CD206, CD163, IL10, CCL18, CLEC7A, and STAT6, and pan-macrophage marker CD68 in M0 macrophages induced with FOXO1(-) and FOXO1(+) tumor cells. Blue represents downregulation and red indicates upregulation. Color intensity reflects the mRNA expression values. (D-E) GSEA analysis was conducted and revealed the gene set of GSEA_WT_VS_STAT6_KO_MACROPHAGE_IL4_STIM (Detailed information in http://software.broadinstitute.org/gsea/msigdb/cards/GSE25088_WT_VS_STAT6_KO_MACROPHAGE_IL4_STIM_DN) was enriched in FOXO1(+) tumor cell-induced M0 group when this group was compared with the initial M0 group (Normalized Enrichment Score (NES) = 2.05, P < 0.001) (D) or FOXO1(-) tumor cell-induced M0 group (NES = 2.16, P < 0.001) (E). (F) Relative expression of CSF-1 in FOXO1(+) and FOXO1(-) tumor cells detected using qRT-PCR (*P < 0.05; **P < 0.01). (G) Concentration of CSF-1 in the supernatants of FOXO1(+) and FOXO1(-) tumor cells measured using ELISA (*P < 0.05; **P < 0.01). (H) Expression of protein CSF-1 in FOXO1(+) and FOXO1(-) tumor cells detected with western blot analysis. (I) Expression of protein CSF-1 in FOXO1(+) tumor cells and their FOXO1 silenced tumor cells detected using western blot analysis. (J) ChIP-qPCR analysis of FOXO1 binding to CSF-1 promoter. Precipitated DNAs were quantified with qPCR for promoter regions of CSF-1 gene (*P < 0.05). (K) Relative expression of M2 macrophage markers in M0 macrophages and M0 macrophages stimulated with CSF-1 recombinant (100 µg/µL) detected using qRT-PCR (*P < 0.05; **P < 0.01). (L) Flow cytometric analysis for CD68 and CD163 expression in M0 macrophages stimulated with PBS, 25 µg/µL CSF-1, and 100 µg/µL CSF-1 recombinant. The percentage of M2 macrophages is summarized in the bar chart and the data were calculated as means ± SEM of three independent experiments (**P < 0.01; ***P < 0.001).
Figure 5M2 macrophages promoted tumor cell proliferation and migration via the FAK/PI3K/AKT transduction signal pathway. (A) Cell viability of tumor cells detected using the XTT assay after treatment of M2 conditioned medium or control medium (*P < 0.05; ***P < 0.001; ****P < 0.0001). (B) Foci formation assay of tumor cells was conducted using M2 conditioned medium and control medium (***P < 0.001). The numbers of foci were calculated and are shown in the bar chart. (C) Representative images of IF showed the number of Ki67+ tumor cells after treatment of M2 conditioned medium and control medium (****P < 0.0001). The numbers of Ki67+ tumor cells were calculated and are shown in the bar chart. (D) The tumor volumes of excised tumors from mice injected with tumor cells stimulated by M2 conditioned medium and control medium. Linear graphs illustrate the growth rate of tumor after injection (n = 5 mice per group) (*P < 0.05; **P < 0.01). (E) Western blot results show the transduction signal pathway. The FAK-PI3K-AKT pathway was activated when tumor cells were stimulated by M2 conditioned medium. (F) Western blot results show the phosphorylation of AKT when tumor cells were treated with DMSO or LY294002 after being stimulated using M2 conditioned medium (RID: Relative Integrated Density). (H) Cell viability of tumor cells detected with the XTT assay after treatment of M2 conditioned medium combined with DMSO or LY294002 (*P < 0.05; **P < 0.01; ****P < 0.0001). (G) Foci formation assay of tumor cells was conducted using M2 conditioned medium with/without DMSO or LY294002 (***P < 0.001). The numbers of foci were calculated and are shown in the bar chart. (I) Representative images of IF showed the number of Ki67+ tumor cells after the treatment of the M2 conditioned medium with/without DMSO or LY294002 (**P < 0.01). The numbers of Ki67+ tumor cells were calculated and are shown in the bar chart. (J) Western blot results show the expression of CCL18 and Beta-actin in M0 macrophages and M2 macrophages. (K) Western blot results show the activation of the FAK-PI3K-AKT pathway when tumor cells were stimulated by PBS and 20 ng/µL and 100 ng/µL CCL18 recombinant.