scholarly journals ERO1L Is a Novel and Potential Biomarker in Lung Adenocarcinoma and Shapes the Immune-Suppressive Tumor Microenvironment

2021 ◽  
Vol 12 ◽  
Author(s):  
Lihui Liu ◽  
Chao Wang ◽  
Sini Li ◽  
Yan Qu ◽  
Pei Xue ◽  
...  
Keyword(s):  
Endoplasmic Reticulum ◽  
Lung Adenocarcinoma ◽  
Survival Data ◽  
Suppressor Cells ◽  
Immune Infiltration ◽  
Mechanistic Analysis ◽  
Potential Biomarker ◽  
Lower Response Rate ◽  
Tumor Immune Microenvironment

BackgroundThe endoplasmic reticulum oxidoreductin-1-like (ERO1L) gene encodes an endoplasmic reticulum luminal localized glycoprotein known to associated with hypoxia, however, the role of ERO1L in shaping the tumor immune microenvironment (TIME) is yet to be elucidated in lung adenocarcinoma (LUAD).MethodsIn this study, raw datasets (including RNA-seq, methylation, sgRNA-seq, phenotype, and survival data) were obtained from public databases. This data was analyzed and used to explore the biological landscape of ERO1L in immune infiltration. Expression data was used to characterize samples. Using gene signatures and cell quantification, stromal and immune infiltration was determined. These findings were used to predict sensitivity to immunotherapy.ResultsThis study found that ERO1L was significantly overexpressed in LUAD in comparison to normal tissue. This overexpression was found to be a result of hypomethylation of the ERO1L promoter. Overexpression of ERO1L resulted in an immune-suppressive TIME via the recruitment of immune-suppressive cells including regulatory T cells (Tregs), cancer associated fibroblasts, M2-type macrophages, and myeloid-derived suppressor cells. Using the Tumor Immune Dysfunction and Exclusion (TIDE) framework, it was identified that patients in the ERO1Lhigh group possessed a significantly lower response rate to immunotherapy in comparison to the ERO1Llow group. Mechanistic analysis revealed that overexpression of ERO1L was associated with the upregulation of JAK-STAT and NF-κB signaling pathways, thus affecting chemokine and cytokine patterns in the TIME.ConclusionsThis study found that overexpression of ERO1L was associated with poor prognoses in patients with LUAD. Overexpression of ERO1L was indicative of a hypoxia-induced immune-suppressive TIME, which was shown to confer resistance to immunotherapy in patients with LUAD. Further studies are required to assess the potential role of ERO1L as a biomarker for immunotherapy efficacy in LUAD.

ERO1L shapes the immune-suppressive tumor microenvironment and is a potential biomarker for immunotherapy response in lung adenocarcinoma.

2021 ◽  
Vol 39 (15_suppl) ◽  
pp. e21006-e21006
Author(s):  
Lihui Liu ◽  
Chao Wang ◽  
Sini Li ◽  
Pei Xue ◽  
Hua Bai ◽  
...  
Keyword(s):  
T Cells ◽  
Endoplasmic Reticulum ◽  
Lung Adenocarcinoma ◽  
Signaling Pathways ◽  
Survival Data ◽  
Checkpoint Inhibitors ◽  
Q Value ◽  
Immune Infiltration ◽  
Potential Biomarker

e21006 Background: Recently, immune checkpoint inhibitors have led to a paradigm shift in treatment for patients with lung adenocarcinoma (LUAD), however, the identification of biomarkers to enable patient selection is urgently required. The endoplasmic reticulum oxidoreductin-1-like ( ERO1L) gene encodes an endoplasmic reticulum luminal localized glycoprotein known to associated with hypoxia. The role of ERO1L in the crafting of the tumor immune microenvironment (TIME) is yet to be elucidated. Methods: In this study, raw datasets (including RNA-seq, methylation, sgRNA-seq, phenotype, and survival data) were obtained from public databases. This data was analyzed and used to explore the biological landscape of ERO1L in immune infiltration. Expression data was used to characterize samples. Using gene signatures and cell quantification, stromal and immune infiltration was determined. These findings were used to predict sensitivity to immunotherapy. Results: We identified ERO1L to be an oncogene, the mRNA expression of which is significantly higher in LUAD compared with normal tissues. High expression levels of ERO1L were associated with poor prognoses in terms of overall survival (HR: 1.52, 95% CI: 1.27-1.82) and progression-free survival (HR: 1.93, 95% CI: 1.47-2.53). This overexpression was found to be a result of hypomethylation of the ERO1L promoter. Overexpression of ERO1L resulted in an immune-suppressive TIME via the recruitment of immune-suppressive cells including regulatory T cells (Spearman’s ρ = 0.199, p < 0.001) cancer associated fibroblasts (ρ = 0.286, p < 0.001), and myeloid-derived suppressor cells (ρ = 0.423, p < 0.001), and also indicated the polarization of M1-type to M2-type macrophage. On the contrary, overexpression of ERO1L was closely associated with deficiency of immune-active cells including B cells (ρ = -0.250, p < 0.001), CD8+ T cells (ρ = -0.299, p < 0.001), and NK cells (ρ = -0.258, p < 0.001). Using the Tumor Immune Dysfunction and Exclusion (TIDE) framework, it was identified that patients in the ERO1Lhigh group possessed a significantly lower response rate (31.0%) to immunotherapy compared with the ERO1Llow group (86.0%). Mechanistic analysis revealed that overexpression of ERO1L was associated with the upregulation of JAK-STAT (NES = 1.65, FDR q-value = 0.0) and NF-κB (NES = 2.03, FDR q-value = 0.0) signaling pathways, thus affecting chemokine and cytokine patterns in the TIME. Conclusions: Our study provides clear insight into the potential role of ERO1L in tumor immunology. Overexpression of ERO1L was indicative of a hypoxia-induced immune-suppressive TIME, which was shown to confer resistance to immunotherapy in patients with LUAD. ERO1L was shown to mediate cytokine and chemokine patterns in the TIME, which were resulted from activations of JAK-STAT and NF-κB signaling pathways.

scholarly journals IL-11RA is a Prognostic Biomarker and Correlated with Immune Infiltration in Lung Adenocarcinoma

2021 ◽  
Author(s):  
Aitao Nai ◽  
SHOAIB BASHIR ◽  
Ling Jin ◽  
Zirui He ◽  
Shuwen Zeng ◽  
...  
Keyword(s):  
Overall Survival ◽  
Lung Adenocarcinoma ◽  
Cox Regression ◽  
Progression Free Survival ◽  
Clinicopathological Parameters ◽  
Free Survival ◽  
Cox Regression Analysis ◽  
Immune Infiltration ◽  
Potential Biomarker

Abstract Background: Interleukin-11 receptor subunit alpha (IL-11RA) contributes to multiple biological processes in various tumors. However, the role of IL-11RA in Lung adenocarcinoma (LUAD) is still undetermined. The study aims to explore the role of IL-11RA in LUAD via an integrated bioinformatics analysis. Methods: TIMER, GEPIA, TCGA and HPA databases analysis were used to detect IL-11RA expression. UALCAN database was used to analysis the correlation between IL-11RA expression and clinicopathological parameters of LUAD. Kaplan-Meier Plotter, TCGA and GEO databases were used to analysis overall survival (OS) and progression-free survival (PFS) of the LUAD patients. Univariate Cox regression analysis was used to assess the prognostic value of IL-11RA in different clinical characteristics. GSEA, and TIMER were used to investigate the relationship between IL-11RA and immune infiltration.Results: The expression of IL-11RA was down-regulated in LUAD tissues. Furthermore, IL-11RA expression was closely associated with clinical stage, lymph node stage and smoking habits. The patients with lower IL-11RA expression had poorer overall survival (OS) and progression-free survival (PFS). Lower IL-11RA expression was significantly associated with its hypermethylation, and the hypermethylation of CpG site at cg14609668 and cg21504624 was obviously correlated with poorer OS. Then, we found that IL-11RA may play an important role in LUAD progression and immune regulations. Notably, High expression of IL-11RA may suppress the progression of LUAD through inhibiting cell proliferation and immune cell infiltration, especially in B cells, CD4+ T cells, and Dendritic Cell. Conclusions: Decreased IL-11RA expression correlates with poor prognosis and immune infiltration in LUAD. Our work highlights IL-11RA might be a potential biomarker for prognosis and provide a new therapeutic target for LUAD patients.

scholarly journals FURIN correlated with immune infiltration serves as a potential biomarker in SARS-CoV-2 infection-related lung adenocarcinoma

2021 ◽  
Author(s):  
Lianxiang Luo ◽  
Manshan Li ◽  
Jiating Su ◽  
Xinyue Yao ◽  
Hui Luo
Keyword(s):  
Gene Expression ◽  
Lung Adenocarcinoma ◽  
Gene Expression Omnibus ◽  
Poor Overall Survival ◽  
Immune Infiltration ◽  
Interactive Analysis ◽  
Kaplan Meier ◽  
Potential Biomarker ◽  
Human Protein Atlas

Abstract FURIN, as a proprotein convertase, has been found to be expressed in a variety of cancers and plays an important role in cancer. In addition, SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) requires FURIN to enter human cells. However, the role of FURIN in lung adenocarcinoma remains unclear. And the expression of SARS-CoV-2 related gene in lung adenocarcinoma has not been clarified. Therefore, in order to explore the prognostic value and mechanism of FURIN in lung adenocarcinoma, we performed bioinformatics analysis with Oncomine, TIMER (Tumor Immune Estimation Resource), GEPIA (Gene Expression Profiling Interactive Analysis), HPA (human protein atlas), UALCAN, PrognoScan, Kaplan-Meier plotter, cBioPortal, and LinkedOmics databases. And then We used GSE44274 in the GEO (Gene Expression Omnibus) database to analyze the expression of FURIN in LUAD patients who infected with SARS-CoV. FURIN was highly expressed in lung adenocarcinoma and was significantly associated with poor overall survival. FURIN expression was found to be correlated with six major permeable immune cells and with macrophage immune marker in LUAD patients. In addition, SARS-CoV-2 infection might affect the expression of FURIN. FURIN can be used as a promising biomarker for determining prognosis and immune infiltration in LUAD patients.

scholarly journals FURIN Correlated with Immune Infiltration Serves as a Potential Biomarker in SARS-CoV-2 Infection-Related Lung Adenocarcinoma

2021 ◽  
Author(s):  
Lianxiang Luo ◽  
Manshan Li ◽  
Jiating Su ◽  
Xinyue Yao ◽  
Hui Luo
Keyword(s):  
Lung Adenocarcinoma ◽  
Immune Cell ◽  
Clinical Feature ◽  
Related Gene ◽  
Poor Overall Survival ◽  
Immune Infiltration ◽  
Kaplan Meier ◽  
Potential Biomarker ◽  
Kaplan Meier Plotter

Abstract Background: FURIN, as a proprotein invertase, has been found to be expressed in a variety of cancers and plays an important role in cancer. In addition, SARS-CoV-2 requires FURIN to enter human cell. However, the role of FURIN in lung adenocarcinoma remains unclear. And the expression of SARS-CoV-2 related gene in lung adenocarcinoma have not been clarify. Methods: In this study, we obtained the expression data of Oncomine, TIMER, GEPIA, HPA. Then we used UALCAN database to analyze the expression of FURIN in different clinical feature subgroups. In PrognoScan and Kaplan-Meier plotter databases, we found a certain association between FURIN and poor OS outcomes in LUAD patients. Then we used the cBioPortal database to determine the type and frequency of FURIN changes in LUAD patients. Studies based on the TIMER database show a strong correlation between FURIN expression and various immune cell infiltrates and markers. Analysis in UALCAN database showed that the decreased promoter methylation level of FURIN in LUAD may lead to the high expression of FURIN. Furthermore, we used the LinkedOmics database to evaluate gene co-expression of FURIN in LUAD and to investigate their role in tumor immunity. Finally, we evaluated the expression of FURIN in LUAD patients who infected with SARS-CoV.Results: FURIN was highly expressed in lung adenocarcinoma. And FURIN expression was significantly associated with poor overall survival. FURIN expression was found to be correlated with six major permeable immune cells and with macrophage immune marker in LUAD patients. In addition, SARS-CoV-2 infection might affect the expression of FURIN. Conclusions: FURIN, as SARS-CoV-2 related gene, was highly expressed in LUAD. Furthermore, FURIN can be used as a promising biomarker for determining prognosis and immune infiltration in LUAD patients.

scholarly journals Requirement for PKC Epsilon in Kras-Driven Lung Tumorigenesis

2020 ◽  
Author(s):  
Rachana Garg ◽  
Mariana Cooke ◽  
Shaofei Wang ◽  
Fernando Benavides ◽  
Martin C. Abba ◽  
...  
Keyword(s):  
Lung Cancer ◽  
Lung Adenocarcinoma ◽  
Cancer Therapeutics ◽  
Rna Seq ◽  
Lung Tumorigenesis ◽  
Mechanistic Analysis ◽  
Oncogenic Driver ◽  
Histological Form

ABSTRACTNon-small cell lung cancer (NSCLC), the most frequent subtype of lung cancer, remains a highly lethal malignancy and one of the leading causes of cancer deaths worldwide. Mutant KRAS is the prevailing oncogenic driver of lung adenocarcinoma, the most common histological form of NSCLC. In this study, we examined the role of PKCε, an oncogenic kinase highly expressed in NSCLC and other cancers, in KRAS-driven tumorigenesis. Notably, database analysis revealed an association between PKCε expression and poor outcome in lung adenocarcinoma patients specifically having KRAS mutation. By generating a PKCε-deficient, conditionally activatable allele of oncogenic Kras (LSL-KrasG12D;PKCε−/− mice) we were able to demonstrate the requirement of PKCε for Kras-driven lung tumorigenesis in vivo, which is consistent with the impaired transformed growth observed in PKCε-deficient KRAS-dependent NSCLC cells. Moreover, PKCε-knockout mice were found to be less susceptible to lung tumorigenesis induced by benzo[a]pyrene, a carcinogen that induces mutations in Kras. Mechanistic analysis using RNA-Seq revealed little overlapping for PKCε and KRAS in the control of genes/biological pathways relevant in NSCLC, suggesting that a permissive role of PKCε in KRAS-driven lung tumorigenesis may involve non-redundant mechanisms. Our results thus highlight the relevance and potential of targeting PKCε for lung cancer therapeutics.

scholarly journals High Expression of PRMT6 Associated With Prognosis and Immune Infiltration in Glioma

2020 ◽  
Author(s):  
Yi Yang ◽  
Zhenshuang Wang ◽  
Shengrong Long ◽  
Jinhai Huang ◽  
Chengran Xu ◽  
...  
Keyword(s):  
Enrichment Analysis ◽  
Clinical Work ◽  
High Expression ◽  
Clinical Indicators ◽  
Immune Infiltration ◽  
Tumor Tissues ◽  
Potential Biomarker ◽  
Patient Prognosis ◽  
The Relationship

Abstract Background: Gliomas are characterised by easy invasion of surrounding tissues, high mortality and poor prognosis. Moreover, with the increase of grade, the prognosis of glioma is increasingly poor and not optimistic. Therefore, biological markers for glioma are needed in clinical work, which can be utilized to detect and evaluate the situation and prognosis of glioma patients. Many studies have found that the protein arginine methyltransferase 6 (PRMT6) expression is elevated in various tumors and is associated with patient prognosis. However, the role of PRMT6 in glioma has not been reported or analyzed. Methods: In this study, we used a variety of tumor related databases to analyze the mechanism of PRMT6 in tumors, especially gliomas, from the perspective of bioinformatics, and carried out relevant experimental verification with tumor tissues extracted from patients during surgery. In addition, we analyzed the relationship between PRMT6 expression and immune infiltration and immune-related cells, and discussed the possible mechanisms. We also discussed the role of PRMT6 expression in glioma from the perspectives of mutation, clinical indicators, enrichment analysis, and immunohistochemical results. Results: PRMT6 is significantly differentially expressed in a variety of tumors and is associated with survival and prognosis. Especially in gliomas, the expression of PRMT6 gradually increased with the increase of grade. In addition, PRMT6 can be used as an independent prognostic risk factor in the nomogram and has been verified in a variety of databases. Conclusions: Our results indicate that high expression of PRMT6 is a potential biomarker for predicting glioma prognosis and progression.

scholarly journals Sexual dimorphism and the role of estrogen in the immune microenvironment of liver metastases

2019 ◽  
Vol 10 (1) ◽  
Author(s):  
Simon Milette ◽  
Masakazu Hashimoto ◽  
Stephanie Perrino ◽  
Shu Qi ◽  
Michely Chen ◽  
...  
Keyword(s):  
T Cells ◽  
Sexual Dimorphism ◽  
Liver Metastases ◽  
Suppressor Cells ◽  
Cytotoxic T Cell ◽  
Immune Microenvironment ◽  
Ovariectomized Mice ◽  
Cell Accumulation ◽  
Tumor Immune Microenvironment

AbstractLiver metastases (LM) remain a major cause of cancer-associated death and a clinical challenge. Here we explore a sexual dimorphism observed in the regulation of the tumor immune microenvironment (TIME) of LM, wherein the accumulation of myeloid-derived suppressor cells (MDSC) and regulatory T cells in colon and lung carcinoma LM is TNFR2-dependent in female, but not in male mice. In ovariectomized mice, a marked reduction is observed in colorectal, lung and pancreatic carcinoma LM that is reversible by estradiol reconstitution. This is associated with reduced liver MDSC accumulation, increased interferon-gamma (IFN-γ) and granzyme B production in CD8+ T cells and reduced TNFR2, IDO2, TDO and Serpin B9 expression levels. Treatment with tamoxifen increases liver cytotoxic T cell accumulation and reduces colon cancer LM. The results identify estrogen as a regulator of a pro-metastatic immune microenvironment in the liver and a potential target in the management of liver metastatic disease.

scholarly journals Tumor Immune Microenvironment and Its Related miRNAs in Tumor Progression

2021 ◽  
Vol 12 ◽  
Author(s):  
Yingying Xing ◽  
Guojing Ruan ◽  
Haiwei Ni ◽  
Hai Qin ◽  
Simiao Chen ◽  
...  
Keyword(s):  
T Cells ◽  
Tumor Progression ◽  
Tumor Cells ◽  
Immune Cells ◽  
Suppressor Cells ◽  
Immune Microenvironment ◽  
Non Coding Rna ◽  
Tumor Immune Microenvironment ◽  
Downstream Gene Expression

MiRNA is a type of small non-coding RNA, by regulating downstream gene expression that affects the progression of multiple diseases, especially cancer. MiRNA can participate in the biological processes of tumor, including proliferation, invasion and escape, and exhibit tumor enhancement or inhibition. The tumor immune microenvironment contains numerous immune cells. These cells include lymphocytes with tumor suppressor effects such as CD8+ T cells and natural killer cells, as well as some tumor-promoting cells with immunosuppressive functions, such as regulatory T cells and myeloid-derived suppressor cells. MiRNA can affect the tumor immune microenvironment by regulating the function of immune cells, which in turn modulates the progression of tumor cells. Investigating the role of miRNA in regulating the tumor immune microenvironment will help elucidate the specific mechanisms of interaction between immune cells and tumor cells, and may facilitate the use of miRNA as a predictor of immune disorders in tumor progression. This review summarizes the multifarious roles of miRNA in tumor progression through regulation of the tumor immune microenvironment, and provides guidance for the development of miRNA drugs to treat tumors and for the use of miRNA as an auxiliary means in tumor immunotherapy.

scholarly journals High PRMT6 expression Associated With Prognosis and Immune Infiltration in Glioma

2021 ◽  
Author(s):  
Yi Yang ◽  
Zhenshuang Wang ◽  
Shengrong Long ◽  
Jinhai Huang ◽  
Chengran Xu ◽  
...  
Keyword(s):  
Risk Factor ◽  
Poor Prognosis ◽  
Enrichment Analysis ◽  
Arginine Methyltransferase ◽  
Clinical Indicators ◽  
Immune Infiltration ◽  
Tumor Tissues ◽  
Potential Biomarker ◽  
The Relationship

Abstract Background Glioma is characterised by easy invasion of surrounding tissues, high mortality and poor prognosis. Moreover, the prognosis of glioma is getting worse and worse with the increase of grade, which is not optimistic. Therefore, biological markers for glioma are needed in clinical to detect and evaluate the situation and prognosis of patients with glioma. In many studies, we have found that the protein arginine methyltransferase 6 (PRMT6) expression is elevated in various tumors, which is associated with prognosis of patient. However, there has been no report or study on the role of PRMT6 in glioma. Methods In this study, we used various tumor-related databases to analyze the mechanism of PRMT6 in tumors, especially gliomas, from bioinformatics, and carried out relevant experimental verification with tumor tissues extracted from patients during surgery. Besides, we analyzed the relationship between PRMT6 expression and immune infiltration and immune-related cells, and discussed the possible mechanisms. We also discussed the role of PRMT6 expression in glioma from mutation, clinical indicators, enrichment analysis, and immunohistochemical results. Results PRMT6 is significantly differentially expressed in multiple tumors, which is associated with survival and prognosis. Especially in gliomas, the PRMT6 expression gradually increased with the grade increasing. Besides, PRMT6 can be used as an independent prognostic risk factor in the nomogram and has been verified in various databases. Conclusions Our results indicate that high PRMT6 expression is a potential biomarker for predicting prognosis and progression of glioma.

scholarly journals The Role of Dectin-1 Signaling in Altering Tumor Immune Microenvironment in the Context of Aging

2021 ◽  
Vol 11 ◽  
Author(s):  
Natarajan Bhaskaran ◽  
Sangeetha Jayaraman ◽  
Cheriese Quigley ◽  
Prerna Mamileti ◽  
Mahmoud Ghannoum ◽  
...  
Keyword(s):  
Potential Role ◽  
Tumor Development ◽  
Suppressor Cells ◽  
Tumor Burden ◽  
Aged Mice ◽  
Fungal Abundance ◽  
Tumor Immune Microenvironment ◽  
Deficient Mice ◽  
Partial Depletion

An increased accumulation of immune-dysfunction-associated CD4+Foxp3+ regulatory T cells (Tregs) is observed in aging oral mucosa during infection. Here we studied the function of Tregs during oral cancer development in aging mucosa. First, we found heightened proportions of Tregs and myeloid-derived suppressor cells (MDSC) accumulating in mouse and human oral squamous cell carcinoma (OSCC) tissues. Using the mouse 4-Nitroquinoline 1-oxide(4-NQO) oral carcinogenesis model, we found that tongues of aged mice displayed increased propensity for epithelial cell dysplasia, hyperplasia, and accelerated OSCC development, which coincided with significantly increased abundance of IL-1β, Tregs, and MDSC in tongues. Partial depletion of Tregs reduced tumor burden. Moreover, fungal abundance and dectin-1 signaling were elevated in aged mice suggesting a potential role for dectin-1 in modulating immune environment and tumor development. Confirming this tenet, dectin-1 deficient mice showed diminished IL-1β, reduced infiltration of Tregs and MDSC in the tongues, as well as slower progression and reduced severity of tumor burden. Taken together, these data identify an important role of dectin-1 signaling in establishing the intra-tumoral immunosuppressive milieu and promoting OSCC tumorigenesis in the context of aging.

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