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1.
Cancer Cell ; 42(5): 759-779.e12, 2024 May 13.
Article in English | MEDLINE | ID: mdl-38744245

ABSTRACT

The lack of comprehensive diagnostics and consensus analytical models for evaluating the status of a patient's immune system has hindered a wider adoption of immunoprofiling for treatment monitoring and response prediction in cancer patients. To address this unmet need, we developed an immunoprofiling platform that uses multiparameter flow cytometry to characterize immune cell heterogeneity in the peripheral blood of healthy donors and patients with advanced cancers. Using unsupervised clustering, we identified five immunotypes with unique distributions of different cell types and gene expression profiles. An independent analysis of 17,800 open-source transcriptomes with the same approach corroborated these findings. Continuous immunotype-based signature scores were developed to correlate systemic immunity with patient responses to different cancer treatments, including immunotherapy, prognostically and predictively. Our approach and findings illustrate the potential utility of a simple blood test as a flexible tool for stratifying cancer patients into therapy response groups based on systemic immunoprofiling.


Subject(s)
Immunotherapy , Neoplasms , Humans , Neoplasms/immunology , Neoplasms/therapy , Neoplasms/blood , Immunotherapy/methods , Flow Cytometry/methods , Transcriptome , Prognosis , Gene Expression Profiling/methods , Female , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology
2.
Comput Biol Med ; 174: 108457, 2024 May.
Article in English | MEDLINE | ID: mdl-38599071

ABSTRACT

Glioma is a common malignant brain tumor with great heterogeneity and huge difference in clinical outcomes. Although lymphotoxin (LT) beta receptor (LTBR) has been linked to immune system and response development for decades, the expression and function in glioma have not been investigated. To confirm the expression profile of LTBR, integrated RNA-seq data from glioma and normal brain tissues were analyzed. Functional enrichment analysis, TMEscore analysis, immune infiltration, the correlation of LTBR with immune checkpoints and ferroptosis, and scRNAseq data analysis in gliomas were in turn performed, which pointed out that LTBR was pertinent to immune functions of macrophages in gliomas. In addition, after being trained and validated in the tissue samples of the integrated dataset, an LTBR DNA methylation-based prediction model succeeded to distinguish gliomas from non-gliomas, as well as the grades of glioma. Moreover, by virtue of the candidate LTBR CpG sites, a prognostic risk-score model was finally constructed to guide the chemotherapy, radiotherapy, and immunotherapy for glioma patients. Taken together, LTBR is closely correlated with immune functions in gliomas, and LTBR DNA methylation could serve as a biomarker for diagnosis and prognosis of gliomas.


Subject(s)
Biomarkers, Tumor , Brain Neoplasms , Glioma , Humans , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Brain Neoplasms/immunology , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , DNA Methylation/genetics , Glioma/immunology , Glioma/genetics , Glioma/metabolism
3.
Sci Rep ; 14(1): 9757, 2024 04 29.
Article in English | MEDLINE | ID: mdl-38684875

ABSTRACT

The purpose of this study was to identify novel autoantibodies against tumor-associated antigens (TAAs) and explore a diagnostic panel for Ovarian cancer (OC). Enzyme-linked immunosorbent assay was used to detect the expression of five anti-TAA autoantibodies in the discovery (70 OC and 70 normal controls) and validation cohorts (128 OC and 128 normal controls). Machine learning methods were used to construct a diagnostic panel. Serum samples from 81 patients with benign ovarian disease were used to identify the specificity of anti-TAA autoantibodies for OC. In both the discovery and validation cohorts, the expression of anti-CFL1, anti-EZR, anti-CYPA, and anti-PFN1 was higher in patients with OC than that in normal controls. The area under the receiver operating characteristic curve, sensitivity, and specificity of the panel containing anti-CFL1, anti-EZR, and anti-CYPA were 0.762, 55.56%, and 81.31%. The panel identified 53.06%, 53.33%, and 51.11% of CA125 negative, HE4 negative and the Risk of Ovarian Malignancy Algorithm negative OC patients, respectively. The combination of the three anti-TAA autoantibodies can serve as a favorable diagnostic tool for OC and has the potential to be a complementary biomarker for CA125 and HE4 in the diagnosis of ovarian cancer.


Subject(s)
Autoantibodies , Biomarkers, Tumor , Ovarian Neoplasms , Humans , Female , Ovarian Neoplasms/diagnosis , Ovarian Neoplasms/immunology , Ovarian Neoplasms/blood , Autoantibodies/blood , Autoantibodies/immunology , Biomarkers, Tumor/blood , Biomarkers, Tumor/immunology , Middle Aged , Adult , Aged , Antigens, Neoplasm/immunology , Antigens, Neoplasm/blood , ROC Curve , Sensitivity and Specificity , Case-Control Studies , CA-125 Antigen/blood , CA-125 Antigen/immunology
4.
J Am Soc Cytopathol ; 13(3): 161-173, 2024.
Article in English | MEDLINE | ID: mdl-38519275

ABSTRACT

INTRODUCTION: Malignant pleural effusion (MPE) is a frequent complication of advanced malignancies. In this pilot study, we characterized the immune landscapes of MPEs, compared them to their primary tumor (PT) samples from breast carcinoma (BC) and lung adenocarcinoma (LADC), and tested the utility of multiplexed image technology in cytological samples. MATERIALS AND METHODS: We evaluated the immune contexture of 6 BC and 5 LADC MPEs and their PTs using 3 multiplex immunofluorescence panels. We explored the associations between sample characteristics and pleural effusion-free survival. RESULTS: No MPE samples had positive programmed death-ligand 1 expression in malignant cells, although 3 of 11 PTs has positive programmed death-ligand 1 expression (more than 1% expression in malignant cells). Overall, in LADC samples, cluster of differentiation 3 (CD3)+ T cells and CD3+CD8+ cytotoxic T cells predominated (median percentages for MPEs versus PTs: 45.6% versus 40.7% and 4.7% versus 6.6%, respectively) compared with BC. CD68+ macrophages predominated in the BC samples (medians for MPEs 61.2% versus PTs for 57.1%) but not in the LADC samples. Generally in PTs, CD3+CD8+ forkhead box P3+ T cells and the median distances from the malignant cells to CD3+CD8+Ki67+ and CD3+ programmed cell death protein 1 + T cells correlated to earlier MPE after PT diagnosis. CONCLUSIONS: The immune cell phenotypes in the MPEs and PTs were similar within each cancer type but different between BC versus LADC. An MPE analysis can potentially be used as a substitute for a PT analysis, but an expanded study of this topic is essential.


Subject(s)
Adenocarcinoma of Lung , Breast Neoplasms , Lung Neoplasms , Pleural Effusion, Malignant , Humans , Female , Pilot Projects , Breast Neoplasms/immunology , Breast Neoplasms/pathology , Breast Neoplasms/diagnosis , Pleural Effusion, Malignant/immunology , Pleural Effusion, Malignant/pathology , Lung Neoplasms/pathology , Lung Neoplasms/immunology , Middle Aged , Aged , Adenocarcinoma of Lung/pathology , Adenocarcinoma of Lung/immunology , Adenocarcinoma of Lung/diagnosis , B7-H1 Antigen/immunology , B7-H1 Antigen/metabolism , Male , Adenocarcinoma/pathology , Adenocarcinoma/immunology , Adenocarcinoma/diagnosis , Adult , Aged, 80 and over , Biomarkers, Tumor/immunology
5.
Cancer Prev Res (Phila) ; 17(5): 227-235, 2024 May 02.
Article in English | MEDLINE | ID: mdl-38489403

ABSTRACT

The purpose of this study was to identify biomarkers associated with hepatitis B virus-associated hepatocellular carcinoma (HBV-HCC) and to develop a new combination with good diagnostic performance. This study was divided into four phases: discovery, verification, validation, and modeling. A total of four candidate tumor-associated autoantibodies (TAAb; anti-ZIC2, anti-PCNA, anti-CDC37L1, and anti-DUSP6) were identified by human proteome microarray (52 samples) and bioinformatics analysis. Subsequently, these candidate TAAbs were further confirmed by indirect ELISA with two testing cohorts (120 samples for verification and 663 samples for validation). The AUC for these four TAAbs to identify patients with HBV-HCC from chronic hepatitis B (CHB) patients ranged from 0.693 to 0.739. Finally, a diagnostic panel with three TAAbs (anti-ZIC2, anti-CDC37L1, and anti-DUSP6) was developed. This panel showed superior diagnostic efficiency in identifying early HBV-HCC compared with alpha-fetoprotein (AFP), with an AUC of 0.834 [95% confidence interval (CI), 0.772-0.897] for this panel and 0.727 (95% CI, 0.642-0.812) for AFP (P = 0.0359). In addition, the AUC for this panel to identify AFP-negative patients with HBV-HCC was 0.796 (95% CI, 0.734-0.858), with a sensitivity of 52.4% and a specificity of 89.0%. Importantly, the panel in combination with AFP significantly increased the positive rate for early HBV-HCC to 84.1% (P = 0.005) and for late HBV-HCC to 96.3% (P < 0.001). Our findings suggest that AFP and the autoantibody panel may be independent but complementary serologic biomarkers for HBV-HCC detection. PREVENTION RELEVANCE: We developed a robust diagnostic panel for identifying patients with HBV-HCC from patients with CHB. This autoantibody panel provided superior diagnostic performance for HBV-HCC at an early stage and/or with negative AFP results. Our findings suggest that AFP and the autoantibody panel may be independent but complementary biomarkers for HBV-HCC detection.


Subject(s)
Autoantibodies , Biomarkers, Tumor , Carcinoma, Hepatocellular , Early Detection of Cancer , Hepatitis B virus , Hepatitis B, Chronic , Liver Neoplasms , alpha-Fetoproteins , Adult , Female , Humans , Male , Middle Aged , alpha-Fetoproteins/analysis , alpha-Fetoproteins/immunology , Autoantibodies/blood , Autoantibodies/immunology , Biomarkers, Tumor/blood , Biomarkers, Tumor/immunology , Carcinoma, Hepatocellular/virology , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/immunology , Carcinoma, Hepatocellular/blood , Early Detection of Cancer/methods , Enzyme-Linked Immunosorbent Assay , Hepatitis B virus/immunology , Hepatitis B virus/isolation & purification , Hepatitis B, Chronic/immunology , Hepatitis B, Chronic/virology , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/blood , Hepatitis B, Chronic/diagnosis , Liver Neoplasms/virology , Liver Neoplasms/diagnosis , Liver Neoplasms/immunology , Liver Neoplasms/blood , Aged
6.
BMC Cancer ; 23(1): 1005, 2023 Oct 19.
Article in English | MEDLINE | ID: mdl-37858067

ABSTRACT

BACKGROUND: SH2 domain containing 1A (SH2D1A) expression has been linked to cancer progression. However, the functions of SH2D1A in hepatocellular carcinoma (HCC) have not been reported. METHODS: The effects of SH2D1A on the proliferation, migration, and invasion of HCC cells and the related pathways were re-explored in cell models with SH2D1A overexpression using the CCK-8, migration and invasion assays and western blotting. The functions and mechanisms of genes co-expressed with SH2D1A were analyzed using gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis. The relationship between SH2D1A expression and immune microenvironment features in HCC was explored. RESULTS: Elevated SH2D1A expression promoted cell proliferation, migration, and invasion, which was related to the overexpression of p-Nf-κB and BCL2A1 protein levels in HCC. SH2D1A expression was related to the immune, stromal, and ESTIMATE scores, and the abundance of immune cells, such as B cells, CD8+ T cells, and T cells. SH2D1A expression was significantly related to the expression of immune cell markers, such as PDCD1, CD8A, and CTLA4 in HCC. CONCLUSION: SH2D1A overexpression was found to promote cell growth and metastasis via the Nf-κB signaling pathway and may be related to the immune microenvironment in HCC. The findings indicate that SH2D1A can function as a biomarker in HCC.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Signaling Lymphocytic Activation Molecule Associated Protein , Humans , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/immunology , Carcinoma, Hepatocellular/pathology , CD8-Positive T-Lymphocytes , Computational Biology , Liver Neoplasms/genetics , Liver Neoplasms/immunology , Liver Neoplasms/pathology , Neoplastic Processes , NF-kappa B , Signaling Lymphocytic Activation Molecule Associated Protein/genetics , Signaling Lymphocytic Activation Molecule Associated Protein/immunology , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology
7.
J Integr Neurosci ; 22(5): 135, 2023 Aug 24.
Article in English | MEDLINE | ID: mdl-37735118

ABSTRACT

BACKGROUND: Glioma is the most common intracranial malignancy. Immune-infiltration and tumour stemness are associated with the prognosis of glioma. Although pleckstrin homology containing family A, number 4 (PLEKHA4) is widely expressed in various human cancers, its role in glioma remains unclear. METHODS: We examined the features and clinical significance of PLEKHA4 in gliomas by analysing relevant data from the Chinese Glioma Genome Atlas (CGGA) and The Cancer Genome Atlas (TCGA) databases. Gene set enrichment analysis (GSEA) was performed to determine the possible functions and pathways involving PLEKHA4 in glioma. The relationship between PLEKHA4 expression and the degree of oncogenic dedifferentiation was analysed using stemness scores (ss) calculated from epigenetic and transcriptomic features. We also explored the relationship between PLEKHA4 expression and immune cell infiltration in gliomas using the CIBERSORT databases. Furthermore, drug sensitivity analysis was performed using datasets from the GDSC and GTRP databases. In addition, we performed relevant in vitro experimental studies. RESULTS: PLEKHA4 DNA hypomethylation status was associated with its high expression in glioma tissues as well as poor prognoses. Univariate and multivariate Cox analyses indicated that PLEKHA4 expression may be considered as an independent prognostic factor in patients with glioma. GSEA indicated that high PLEKHA4 expression was associated with Janus kinase (JAK)/signal transducer and activator of transcription (STAT), Wingless-Type MMTV Integration Site Family (Wnt), JUN N-terminal kinase (JNK) signalling pathways and involved in apoptotic, cytoskeletal, and cell adhesion biological processes (BPs). In addition, increased PLEKHA4 expression was associated with higher glioma stemness scores than lower PLEKHA4 expression levels. Furthermore, the expression of PLEKHA4 was shown to be associated with glioma infiltration by CD4+ T cells, B cells, neutrophils, macrophages, and dendritic cells. Drug sensitivity analysis also showed that PLEKHA4 expression was negatively correlated with the sensitivity of several small molecule kinase inhibitors. Furthermore, in vitro experiments confirmed that PLEKHA4 knockdown inhibited the proliferation of glioma cells. CONCLUSIONS: PLEKHA4 is highly expressed in glioma tissues and correlated with tumour stemness, immune cell infiltration and proliferation, suggesting its potential as a novel prognostic biomarker and therapeutic target in glioma.


Subject(s)
Brain Neoplasms , Glioma , Humans , Asian People , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Brain Neoplasms/genetics , Brain Neoplasms/immunology , Cell Proliferation/genetics , Glioma/genetics , Glioma/immunology , Neoplastic Stem Cells/immunology , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology
8.
Medicine (Baltimore) ; 102(37): e35084, 2023 Sep 15.
Article in English | MEDLINE | ID: mdl-37713871

ABSTRACT

To explore the expression and prognosis of Fc fragment of IgG low affinity IIb receptor (FCGR2B) in glioma and its relationship with immune microenvironment, so as to provide potential molecular targets for the treatment of glioma. We analyzed the gene expression of FCGR2B using the Cancer Genome Atlas database, Chinese Glioma Genome Atlas, Gene Expression Omnibus database and other glioma related databases. Moreover, we generated survival receiver operating characteristic curve, carried out univariate and multivariate Cox analysis and nomograph construction, and analyzed the relationship between FCGR2B and prognosis. According to the median of FCGR2B gene expression value, the differential expression analysis was carried out by high and low grouping method, and the gene ontology, Kyoto encyclopedia of genes and genomes, and gene set enrichment analysis enrichment analysis were carried out to explore the possible mechanism. Then, the correlation between immune score of glioma and prognosis, World Health Organization grade and FCGR2B expression was analyzed. Finally, the correlation between FCGR2B expression and the proportion of tumor infiltrating immune cells, immune checkpoints, tumor mutation load and immune function was analyzed. The expression of FCGR2B in gliomas was higher than that in normal tissues and was associated with poor prognosis. Independent prognostic analysis showed that FCGR2B was an independent prognostic factor for glioma. The analysis of gene ontology and gene set enrichment analysis showed that FCGR2B was closely related to immune-related functions. The analysis of immune scores and prognosis, World Health Organization grade and FCGR2B expression in gliomas indicated that patients with high immune scores had significantly poorer overall survival and higher tumor pathological grade. In addition, immune scores were significantly positively correlated with the expression of FCGR2B. The analysis of tumor infiltrating immune cells suggested that the expression level of FCGR2B affected the immune activity of TME. In addition, the expression of FCGR2B was positively correlated with almost all immune checkpoint molecules including CD28, CD44, TNFSF14, PDCD1LG2, LAIR1, and CD48 and was significantly positively correlated with tumor mutation load. All immunobiological functions of the high expression group of FCGR2B were significantly inhibited. FCGR2B may play an important role in the occurrence, development and invasion of tumor by influencing the tumor microenvironment of immunosuppression. FCGR2B may be an important target for the treatment of glioma.


Subject(s)
Glioma , Tumor Microenvironment , Humans , Asian People , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , CD28 Antigens , Glioma/genetics , Glioma/immunology , Prognosis , Receptors, IgG/genetics , Transcriptome , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology
9.
Int J Mol Sci ; 24(5)2023 Feb 24.
Article in English | MEDLINE | ID: mdl-36901916

ABSTRACT

Advances in immunotherapy have increased interest in knowing the role of the immune system in breast cancer (BC) pathogenesis. Therefore, immune checkpoints (IC) and other pathways related to immune regulation, such as JAK2 and FoXO1, have emerged as potential targets for BC treatment. However, their intrinsic gene expression in vitro has not been extensively studied in this neoplasia. Thus, we evaluated the mRNA expression of tumor-cell-intrinsic CTLA-4, PDCD1 (PD1), CD274 (PD-L1), PDCD1LG2 (PD-L2), CD276 (B7-H3), JAK2, and FoXO1 in different BC cell lines, derived mammospheres, and co-cultures with peripheral blood mononuclear cells (PBMCs) by real-time quantitative polymerase chain reaction (qRT-PCR). Our results showed that intrinsic CTLA-4, CD274 (PD-L1), and PDCD1LG2 (PD-L2) were highly expressed in triple-negative cell lines, while CD276 was predominantly overexpressed in luminal cell lines. In contrast, JAK2 and FoXO1 were under-expressed. Moreover, high levels of CTLA-4, PDCD1 (PD1), CD274 (PD-L1), PDCD1LG2 (PD-L2), and JAK2 were found after mammosphere formation. Finally, the interaction between BC cell lines and peripheral blood mononuclear cells (PBMCs) stimulates the intrinsic expression of CTLA-4, PCDC1 (PD1), CD274 (PD-L1), and PDCD1LG2 (PD-L2). In conclusion, the intrinsic expression of immunoregulatory genes seems very dynamic, depending on BC phenotype, culture conditions, and tumor-immune cell interactions.


Subject(s)
B7-H1 Antigen , Biomarkers, Tumor , Breast Neoplasms , Humans , B7 Antigens , B7-H1 Antigen/metabolism , Biomarkers, Tumor/immunology , Coculture Techniques , CTLA-4 Antigen , Leukocytes, Mononuclear/metabolism , MCF-7 Cells , Breast Neoplasms/immunology , Breast Neoplasms/metabolism
10.
JAMA Oncol ; 9(4): 490-499, 2023 04 01.
Article in English | MEDLINE | ID: mdl-36602784

ABSTRACT

Importance: Both tumor-infiltrating lymphocytes (TILs) assessment and immune-related gene expression signatures by RNA profiling predict higher pathologic complete response (pCR) and improved event-free survival (EFS) in patients with early-stage ERBB2/HER2-positive breast cancer. However, whether these 2 measures of immune activation provide similar or additive prognostic value is not known. Objective: To examine the prognostic ability of TILs and immune-related gene expression signatures, alone and in combination, to predict pCR and EFS in patients with early-stage ERBB2/HER2-positive breast cancer treated in 2 clinical trials. Design, Setting, and Participants: In this prognostic study, a correlative analysis was performed on the Cancer and Leukemia Group B (CALGB) 40601 trial and the PAMELA trial. In the CALGB 40601 trial, 305 patients were randomly assigned to weekly paclitaxel with trastuzumab, lapatinib, or both for 16 weeks. The primary end point was pCR, with a secondary end point of EFS. In the PAMELA trial, 151 patients received neoadjuvant treatment with trastuzumab and lapatinib for 18 weeks. The primary end point was the ability of the HER2-enriched subtype to predict pCR. The studies were conducted from October 2013 to November 2015 (PAMELA) and from December 2008 to February 2012 (CALGB 40601). Data analyses were performed from June 1, 2020, to January 1, 2022. Main Outcomes and Measures: Immune-related gene expression profiling by RNA sequencing and TILs were assessed on 230 CALGB 40601 trial pretreatment tumors and 138 PAMELA trial pretreatment tumors. The association of these biomarkers with pCR (CALGB 40601 and PAMELA) and EFS (CALGB 40601) was studied by logistic regression and Cox analyses. Results: The median age of the patients was 50 years (IQR, 42-50 years), and 305 (100%) were women. Of 202 immune signatures tested, 166 (82.2%) were significantly correlated with TILs. In both trials combined, TILs were significantly associated with pCR (odds ratio, 1.01; 95% CI, 1.01-1.02; P = .02). In addition to TILs, 36 immune signatures were significantly associated with higher pCR rates. Seven of these signatures outperformed TILs for predicting pCR, 6 of which were B-cell related. In a multivariable Cox model adjusted for clinicopathologic factors, including PAM50 intrinsic tumor subtype, the immunoglobulin G signature, but not TILs, was independently associated with EFS (immunoglobulin G signature-adjusted hazard ratio, 0.63; 95% CI, 0.42-0.93; P = .02; TIL-adjusted hazard ratio, 1.00; 95% CI, 0.98-1.02; P = .99). Conclusions and Relevance: Results of this study suggest that multiple B-cell-related signatures were more strongly associated with pCR and EFS than TILs, which largely represent T cells. When both TILs and gene expression are available, the prognostic value of immune-related signatures appears to be superior.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols , Breast Neoplasms , Lymphocytes, Tumor-Infiltrating , Receptor, ErbB-2 , Adult , Female , Humans , Middle Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/analysis , Biomarkers, Tumor/immunology , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Breast Neoplasms/immunology , Breast Neoplasms/pathology , Immunoglobulin G/immunology , Lapatinib/therapeutic use , Lymphocytes, Tumor-Infiltrating/immunology , Neoadjuvant Therapy , Prognosis , Receptor, ErbB-2/genetics , Receptor, ErbB-2/immunology , Transcriptome , Trastuzumab/therapeutic use , Treatment Outcome , Gene Expression Profiling , Randomized Controlled Trials as Topic , Paclitaxel/therapeutic use
11.
J Am Coll Surg ; 236(1): 126-134, 2023 01 01.
Article in English | MEDLINE | ID: mdl-36519916

ABSTRACT

INTRODUCTION: Infiltrating tumor border configuration (ITBC) portends a poor prognosis compared with pushing tumor border configuration (PTBC) in colorectal cancer. The tumor and its surrounding immune microenvironment of tumor border configuration is not well-characterized. We aim to elucidate the differences in expression of molecular markers between the 2 groups using tissue microarray (TMA). STUDY DESIGN: Immunohistochemistry was performed on TMAs of surgical pathology specimens obtained from colorectal cancer patients consecutively operated at our institution from 2004 to 2015. TMAs were stained for immune cells (CD8, FOXP3, LAG3, PU1, CD163, and PDL1); HLA II, beta 2 microglobulin, and HC10 on tumor cells; BRAFV600E mutation; and DNA mismatch repair proteins (MMR) status. Patients who received neoadjuvant therapy were excluded. RESULTS: There were 646 tumors with ITBC and 310 tumors with PTBC. There was a significantly lower expression (p < 0.05) of immune components, namely CD8, FOXP3, LAG3, PU1, PDL1 immune cells, and Beta-2 Microglobulin on tumor cells in the tumors with ITBC compared with PTBC, except CD163 immune cells, and HC10 and HLAII on tumor cells. Tumors with ITBC were less likely to be associated with BRAFV600E mutations and deficient MMR proteins (p < 0.001). On analyzing MMR-proficient tumors separately, we could not find any difference in the expression of any molecular marker (including BRAF), except a lower expression of PDL1 immune cells in tumors with ITBC (p < 0.001). CONCLUSIONS: Colorectal tumors with ITBC are associated with a generalized low immune microenvironment and low rates of BRAFV600E mutation compared with tumors with PTBC. However, the molecular expression of tumor border configuration seems confounded by the MMR molecular signature. MMR-proficient colorectal tumors with ITBC are associated with a lower expression of only PDL1 immune cells among all immune markers examined.


Subject(s)
Colorectal Neoplasms , DNA Mismatch Repair , Tumor Microenvironment , Humans , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Colorectal Neoplasms/genetics , Colorectal Neoplasms/immunology , Colorectal Neoplasms/pathology , Forkhead Transcription Factors/metabolism , Immunohistochemistry , Mutation , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology
12.
Life Sci ; 312: 121263, 2023 Jan 01.
Article in English | MEDLINE | ID: mdl-36470541

ABSTRACT

AIMS: P21-activated kinase 4 (PAK4) belongs to the wider family of Serine/Threonine p21-activated kinases (PAKs) and functions as a hub for signaling pathways in cancer progression. Numerous studies have indicated the significance of PAK4 for tumorigenesis, but no systematic pan-cancer analysis has been performed. MAIN METHODS: The current study aimed to investigate the prognostic and immunological functions of PAK4 through bioinformatic analysis of datasets from The Cancer Genome Atlas, UALCAN, GEPIA2, cBioPortal, TIMER2, and Human Protein Atlas. PAK4 expression was correlated with prognosis, DNA methylation, tumor mutational burden, microsatellite instability, and immune cell infiltration. KEY FINDINGS: PAK4 was highly expressed in various cancers but showed decreased expression in colon adenocarcinoma, kidney renal clear cell carcinoma, kidney renal papillary cell carcinoma, and thyroid carcinoma. PAK4 was found to have a positive or negative correlation with prognosis of different cancers. PAK4 expression was related to tumor mutational burden in 11 tumor types, and associated with microsatellite instability in 10 tumor types and was correlated with immune infiltration and immune checkpoint genes. SIGNIFICANCE: PAK4 could be considered as a prognostic and immunotherapeutic marker for some types of malignant tumor.


Subject(s)
Neoplasms , Humans , Adenocarcinoma/genetics , Adenocarcinoma/immunology , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/immunology , Colonic Neoplasms/genetics , Colonic Neoplasms/immunology , Kidney Neoplasms/genetics , Kidney Neoplasms/immunology , Microsatellite Instability , p21-Activated Kinases/genetics , p21-Activated Kinases/immunology , Prognosis , Neoplasms/genetics , Neoplasms/immunology
13.
Heart Lung Circ ; 32(4): 544-551, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36463076

ABSTRACT

AIM: Long non-coding RNA (lncRNA) can be used as a biological marker for the diagnosis and treatment of various diseases. The study aimed to detect changes in the expression of lncRNA for urothelial carcinoma associated 1 (UCA1) in patients with cardiopulmonary bypass (CPB)-induced acute respiratory distress syndrome (ARDS). Clinical values and cell function in ARDS were explored. METHOD: In total, 195 patients without CPB-induced ARDS were included in the control group, and 85 patients with ARDS were included in the ARDS group. Serum UCA1 levels were measured by quantitative real-time polymerase chain reaction. A549 was used for the cell experiments by establishing oxygen-glucose deprivation/reperfusion (OGD/R) cell models, and the cell viability and apoptosis were tested. The concentration of inflammatory factors was tested by an enzyme-linked immunosorbent assay. A luciferase reporting assay was applied for target gene analysis. RESULTS: Quantitative real-time polymerase chain reaction revealed a gradual increase in serum UCA1 in both control and ARDS cases, and patients with ARDS had higher levels of UCA1 than those in the control group. Serum UCA1 was positively correlated with serum tumour necrosis factor-α and interleukin-6 concentration in patients with ARDS. UCA1 had the ability to distinguish patients with ARDS from those without it. UCA1 inhibition protected against lung injury and inhibited cell inflammation in vitro. MicroRNA (miR-182-5p) was downregulated in OGD/R-induced cell models and sponged by UCA1. CONCLUSIONS: Elevated expression of UCA1 may be associated with the occurrence of ARDS after CPB surgery. The regulatory role of UCA1 in ARDS might be related to inflammation and downregulated miR-182-5p in alveolar epithelial cells.


Subject(s)
Cardiopulmonary Bypass , MicroRNAs , RNA, Long Noncoding , Respiratory Distress Syndrome , Humans , A549 Cells , Apoptosis , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Cardiopulmonary Bypass/adverse effects , Cell Proliferation , MicroRNAs/genetics , MicroRNAs/immunology , Respiratory Distress Syndrome/blood , Respiratory Distress Syndrome/etiology , Respiratory Distress Syndrome/genetics , Respiratory Distress Syndrome/immunology , RNA, Long Noncoding/genetics , RNA, Long Noncoding/immunology
14.
World J Surg Oncol ; 20(1): 382, 2022 Dec 04.
Article in English | MEDLINE | ID: mdl-36464675

ABSTRACT

BACKGROUND: CD97 is the most widely expressed G protein-coupled receptor in the epidermal growth factor seven-span transmembrane family. It plays a vital role in cell adhesion, migration, and cell connection regulation. We explored the role of CD97 in hepatocellular carcinoma (HCC). METHODS: We evaluated CD97 mRNA expression in HCC using TNMplot and the Gene Expression Omnibus database. The clinical prognostic significance of CD97 in HCC patients was evaluated by gene expression profiling interactive analysis, the Kaplan-Meier plotter, and the UALCAN database. The Tumor Immune Estimation Resource (TIMER) and CIBERSORT databases were used to analyze the relationships among CD97, genes positively related with CD97, and tumor-infiltrating immune cells. RESULTS: CD97 was highly expressed in HCC tissues and was associated with an adverse prognosis. CD97 and genes positively related with CD97 were positively correlated with the abundance of tumor-infiltrating immune cells and strongly correlated with tumor-infiltrating macrophages (all r ≥ 0.513, P < 0.001). CD97 was positively correlated with M2 macrophage and tumor-associated macrophage markers (both r ≥ 0.464, P < 0.001). CD97 was found to be an immune-related gene in HCC and positively correlated with the TOX, PD-L1, PD-L2, CTLA4, and PD-1 immune checkpoint genes. CD97 copy number alterations affect the level of immune cell infiltration and mRNA expression. CONCLUSIONS: CD97 can be used as a potential molecular marker of prognosis in HCC, which is associated with immune cell infiltration.


Subject(s)
Biomarkers, Tumor , Carcinoma, Hepatocellular , Liver Neoplasms , Receptors, G-Protein-Coupled , Humans , Biomarkers , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/immunology , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/genetics , Liver Neoplasms/immunology , Liver Neoplasms/pathology , Receptors, G-Protein-Coupled/genetics , Receptors, G-Protein-Coupled/immunology , RNA, Messenger/genetics , RNA, Messenger/immunology , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Tumor-Associated Macrophages/immunology , Databases, Factual
15.
Front Immunol ; 13: 974265, 2022.
Article in English | MEDLINE | ID: mdl-36439099

ABSTRACT

Background: Cancer-associated fibroblasts (CAFs) within the tumor microenvironment (TME) are critical for immune suppression by restricting immune cell infiltration in the tumor stromal zones from penetrating tumor islands and changing their function status, particularly for CD8+ T cells. However, assessing and quantifying the impact of CAFs on immune cells and investigating how this impact is related to clinical outcomes, especially the efficacy of immunotherapy, remain unclear. Materials and methods: The TME was characterized using immunohistochemical (IHC) analysis using a large-scale sample size of gene expression profiles. The CD8+ T cell/CAF ratio (CFR) association with survival was investigated in The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) lung cancer cohorts. The correlation between CFR and immunotherapeutic efficacy was computed in five independent cohorts. The correlation between CFR and objective response rates (ORRs) following pembrolizumab monotherapy was investigated in 20 solid tumor types. To facilitate clinical translation, the IHC-detected CD8/α-SMA ratio was applied as an immunotherapeutic predictive biomarker in a real-world lung cancer cohort. Results: Compared with normal tissue, CAFs were enriched in cancer tissue, and the amount of CAFs was overwhelmingly higher than that in other immune cells. CAFs are positively correlated with the extent of immune infiltration. A higher CFR was strongly associated with improved survival in lung cancer, melanoma, and urothelial cancer immunotherapy cohorts. Within most cohorts, there was no clear evidence for an association between CFR and programmed death-ligand 1 (PD-L1) or tumor mutational burden (TMB). Compared with TMB and PD-L1, a higher correlation coefficient was observed between CFR and the ORR following pembrolizumab monotherapy in 20 solid tumor types (Spearman's r = 0.69 vs. 0.44 and 0.21). In a real-world cohort, patients with a high CFR detected by IHC benefited considerably from immunotherapy as compared with those with a low CFR (hazard ratio, 0.37; 95% confidence interval, 0.19-0.75; p < 0.001). Conclusions: CFR is a newly found and simple parameter that can be used for identifying patients unlikely to benefit from immunotherapy. Future studies are needed to confirm this finding.


Subject(s)
CD8-Positive T-Lymphocytes , Cancer-Associated Fibroblasts , Lung Neoplasms , Tumor Microenvironment , Humans , B7-H1 Antigen/immunology , Biomarkers, Tumor/immunology , Cancer-Associated Fibroblasts/immunology , CD8-Positive T-Lymphocytes/immunology , Immunologic Factors/immunology , Immunologic Factors/therapeutic use , Immunotherapy , Lung Neoplasms/drug therapy , Lung Neoplasms/immunology , Prognosis , Tumor Microenvironment/drug effects , Tumor Microenvironment/immunology , Predictive Value of Tests
16.
Cells ; 11(20)2022 10 14.
Article in English | MEDLINE | ID: mdl-36291095

ABSTRACT

BACKGROUND: Tumor-associated antigens (TAAs) have been investigated for many years as potential early diagnosis tools, especially for hepatocellular carcinoma (HCC). Nonetheless, very few studies have focused on the Hispanic HCC group that may be associated with distinct etiological risk factors. In the present study, we investigated novel anti-TAA autoantibodies as diagnostic biomarkers for Hispanic HCC patients. METHODS: Novel TAA targets were identified by the serological proteome analysis (SERPA) and from differentially expressed HCC driver genes via bioinformatics. The autoantibody levels were validated by enzyme-linked immunosorbent assay (ELISA). RESULTS: Among 19 potential TAA targets, 4 anti-TAA autoantibodies were investigated as potential diagnostic biomarkers with significantly high levels in Hispanic HCC sera, including DNA methyltransferase 3A (DNMT3A), p16, Hear shock protein 60 (Hsp60), and Heat shock protein A5 (HSPA5). The area under the ROC curve (AUC) value of the single autoantibodies varies from 0.7505 to 0.8885. After combining all 4 autoantibodies, the sensitivity of the autoantibody panel increased to 75% compared to the single one with the highest value of 45.8%. In a separate analysis of the Asian cohort, autoantibodies against HSPA5 and p16 showed significantly elevated levels in HCC compared to normal healthy controls, but not for DNMT3A or HSP60. CONCLUSION: Anti-DNMT3A, p16, HSPA5, and HSP60 autoantibodies have the potential to be diagnostic biomarkers for Hispanic HCC patients, of which DNMT3A and HSP60 might be exclusive for Hispanic HCC diagnosis.


Subject(s)
Antibodies, Neoplasm , Antigens, Neoplasm , Autoantibodies , Biomarkers, Tumor , Carcinoma, Hepatocellular , Liver Neoplasms , Humans , Antigens, Neoplasm/immunology , Autoantibodies/blood , Biomarkers, Tumor/immunology , Carcinoma, Hepatocellular/blood , Carcinoma, Hepatocellular/diagnosis , Endoplasmic Reticulum Chaperone BiP/immunology , Hispanic or Latino , Liver Neoplasms/blood supply , Liver Neoplasms/diagnosis , Proteome , Antibodies, Neoplasm/blood
17.
Gynecol Oncol ; 167(2): 342-353, 2022 11.
Article in English | MEDLINE | ID: mdl-36114029

ABSTRACT

OBJECTIVE: Recent molecular profiling revealed that cancer-associated fibroblasts (CAFs) are essential for matrix remodeling and tumor progression. Our study aimed to investigate the role of flavin-containing monooxygenase 2 (FMO2) in epithelial ovarian cancer (EOC) as a novel CAF-derived prognostic biomarker. METHODS: Primary fibroblasts were isolated from EOC samples. Microdissection and single-cell RNA sequencing (scRNA-seq) datasets (including TCGA, GSE9891, GSE63885, GSE118828 and GSE178913) were retrieved to determine the expression profiles. Gene set enrichment analysis (GSEA) was used to explore the correlation between FMO2 and stromal activation as well as immune infiltration. The predictive value of FMO2 and combined macrophage infiltration level was verified in an independent EOC cohort (n = 113). RESULTS: We demonstrated that FMO2 was upregulated in tumor stroma and correlated with fibroblast activation. Besides, FMO2 had the predictive power for worse clinical outcome of EOC patients. In the mesenchymal subtype of EOC, the FMO2-defined signature revealed that FMO2 contributed to infiltration of tumor-infiltrating lymphocytes. Moreover, we confirmed the positive correlation between FMO2 and CD163+ cell infiltration level in EOC tissues, and showed that combination of FMO2 expression with CD163+ cell infiltration level in the tumor stroma could predict poor overall survival (HR = 3.63, 95% CI = 1.93-6.84, p = 0.0008). Additionally, FMO2 also predicted the prognosis of patients with ovarian cancer based on the expression of immune checkpoints (such as PD-L1 and PD1). CONCLUSION: Our results address the tumor-supporting role of FMO2 in EOC and its association with immune components, and it might be a prospective target for stroma-oriented therapies against EOC.


Subject(s)
Cancer-Associated Fibroblasts , Carcinoma, Ovarian Epithelial , Macrophages , Ovarian Neoplasms , Oxygenases , Female , Humans , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Cancer-Associated Fibroblasts/immunology , Cancer-Associated Fibroblasts/pathology , Carcinoma, Ovarian Epithelial/genetics , Carcinoma, Ovarian Epithelial/immunology , Carcinoma, Ovarian Epithelial/pathology , Ovarian Neoplasms/genetics , Ovarian Neoplasms/immunology , Ovarian Neoplasms/pathology , Oxygenases/genetics , Oxygenases/immunology , Prognosis , Macrophages/immunology , Macrophages/pathology
18.
Front Immunol ; 13: 975847, 2022.
Article in English | MEDLINE | ID: mdl-36091055

ABSTRACT

Despite tremendous progress made in the diagnosis and managements, head and neck squamous cell carcinoma (HNSC) remains a global medical dilemma with dismal clinical prognosis and high mortality. Gene NT5E encodes the ecto-5'-nucleotidase (CD73), which facilitates the formation of immunosuppressive tumor microenvironment (TME) permissive for tumor progression in various malignancies. Nevertheless, the cell subsets NT5E expressed on and the potential function of NT5E in the TME of HNSC remain virgin lands in HNSC. In this study, we comprehensively performed integrated prognostic analysis and elucidated that NT5E was an independent prognostic indicator for HNSC, for which a high NT5E level predicted poor overall survival (OS), disease-specific survival (DSS) and progression-free interval (PFI) in HNSC patients (p<0.05). Enrichment analyses revealed the close correlation between NT5E and ECM remodeling, and the latent function of NT5E may involve in epithelial-to-mesenchymal transition (EMT) and metastasis during HNSC progression. HNSC-related immune infiltration analysis and single-cell type analysis demonstrated that NT5E expression was significantly positively associated with cancer-associated fibroblasts (CAFs) in HNSC (p<0.01). NT5E-related TME analysis revealed that NT5E-high group are characterized by low neoantigen loads (NAL, p<0.001) and tumor mutation burden (TMB, p<0.01), indicating high-NT5E-expression HNSC patients may be recalcitrant to immunotherapy. In-situ multicolor immunofluorescence staining was later conducted and the results further verified our findings. Taken together, NT5E could be a novel biomarker in HNSC. Predominantly expressed on CAFs, the upregulation of NT5E might predict an immunosuppressive TME for HNSC patients who may benefit little from immunotherapy. Targeting CAFs with high NT5E expression might be a novel therapeutic strategy for HNSC patients.


Subject(s)
5'-Nucleotidase , Cancer-Associated Fibroblasts , GPI-Linked Proteins , Head and Neck Neoplasms , Squamous Cell Carcinoma of Head and Neck , Tumor Microenvironment , 5'-Nucleotidase/genetics , 5'-Nucleotidase/immunology , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Cancer-Associated Fibroblasts/immunology , GPI-Linked Proteins/genetics , GPI-Linked Proteins/immunology , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/immunology , Humans , Squamous Cell Carcinoma of Head and Neck/genetics , Squamous Cell Carcinoma of Head and Neck/immunology , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology , Up-Regulation
19.
Front Immunol ; 13: 911260, 2022.
Article in English | MEDLINE | ID: mdl-35967388

ABSTRACT

Medulloblastoma, a common pediatric malignant tumor, has been recognized to have four molecular subgroups [wingless (WNT), sonic hedgehog (SHH), group 3, group 4], which are defined by the characteristic gene transcriptomic and DNA methylomic profiles, and has distinct clinical features within each subgroup. The tumor immune microenvironment is integral in tumor initiation and progression and might be associated with therapeutic responses. However, to date, the immune infiltrative landscape of medulloblastoma has not yet been elucidated. Thus, we proposed MethylCIBERSORT to estimate the degree of immune cell infiltration and weighted correlation network analysis (WGCNA) to find modules of highly correlated genes. Synthesizing the hub genes in the protein-protein interaction (PPI) network and modules of the co-expression network, we identify three candidate biomarkers [GRB2-associated-binding protein 1 (GAB1), Abelson 1 (ABL1), and CXC motif chemokine receptor type 4 (CXCR4)] via the molecular profiles of medulloblastoma. Given this, we investigated the correlation between these three immune hub genes and immune checkpoint blockade response and the potential of drug prediction further. In addition, this study demonstrated a higher presence of endothelial cells and infiltrating immune cells in Group 3 tumor bulk. The above results will be conducive to better comprehending the immune-related pathogenesis and treatment of medulloblastoma.


Subject(s)
Adaptor Proteins, Signal Transducing , Cerebellar Neoplasms , Medulloblastoma , Proto-Oncogene Proteins c-abl , Receptors, CXCR4 , Adaptor Proteins, Signal Transducing/genetics , Adaptor Proteins, Signal Transducing/immunology , Biomarkers , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/immunology , Cerebellar Neoplasms/pathology , Child , Endothelial Cells/immunology , Hedgehog Proteins/immunology , Humans , Medulloblastoma/genetics , Medulloblastoma/immunology , Medulloblastoma/pathology , Proto-Oncogene Proteins c-abl/genetics , Proto-Oncogene Proteins c-abl/immunology , Receptors, CXCR4/genetics , Receptors, CXCR4/immunology , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology
20.
Contrast Media Mol Imaging ; 2022: 7727539, 2022.
Article in English | MEDLINE | ID: mdl-35800227

ABSTRACT

This article analyzes the relationship between cell division cycle (CDC20) molecules and oncology outcomes in patients with renal clear cell carcinoma (KIRC). CDC20 appears to act as a regulatory protein interacting with many other proteins at multiple points in the cycle. The RNA sequencing data and corresponding clinical information of CDC20 molecules were obtained from The Cancer Genome Atlas (TCGA) database. The expression of CDC20 in kidney renal clear cell carcinoma tissue and adjacent normal tissue was detected by immunohistochemical methods. Logistic analysis was performed to analyze the role of CDC20 in the clinicopathological characteristics and prognosis of KIRC. Gene Set Enrichment Analysis (GSEA) was used to identify the signal pathways which were related to CDC20. Independent prognostic factors were evaluated using univariate and multivariate Cox regression analysis. A nomogram involved in CDC20 expression and clinicopathological variables was conducted to predict overall survival (OS) in KIRC patients at 1, 3, and 5 years. Furthermore, the relation between CDC20 and immunity was also studied. Our results showed that CDC20 was upregulated in kidney renal clear cell carcinoma tissues, accompanying shorter OS (all P < 0.05). According to the results obtained by immunohistochemistry and TCGA database, CDC20 was significantly upregulated in kidney renal clear cell carcinoma tissues compared with neighboring normal kidney tissues. Univariate and multivariate Cox regression analysis showed that high expression of CDC20 was an independent prognostic factor of poor prognosis in kidney renal clear cell carcinoma patients (all P < 0.05). GSEA analysis suggested that the high expression of CDC20 was related to eight multiple signaling pathways. In addition, CDC20 was linked to tumour mutation burden (TMB), immune checkpoint molecules, tumour microenvironment, and immunological infiltration.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/immunology , Cdc20 Proteins/genetics , Cdc20 Proteins/immunology , Humans , Immunohistochemistry , Kidney Neoplasms/genetics , Kidney Neoplasms/immunology , Prognosis , Tumor Microenvironment/immunology
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