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1.
Cancer Lett ; 588: 216757, 2024 Apr 28.
Article in English | MEDLINE | ID: mdl-38417668

ABSTRACT

Circulating tumor cell (CTC) clusters exhibit significantly higher metastatic potential compared to single CTCs. However, the underlying mechanism behind this phenomenon remains unclear, and the role of posttranscriptional RNA regulation in CTC clusters has not been explored. Here, we conducted a comparative analysis of alternative splicing (AS) and alternative polyadenylation (APA) profiles between single CTCs and CTC clusters. We identified 994 and 836 AS events in single CTCs and CTC clusters, respectively, with ∼20% of AS events showing differential regulation between the two cell types. A key event in this differential splicing was observed in SRSF6, which disrupted AS profiles and contributed to the increased malignancy of CTC clusters. Regarding APA, we found a global lengthening of 3' UTRs in CTC clusters compared to single CTCs. This alteration was primarily governed by 14 core APA factors, particularly PPP1CA. The modified APA profiles facilitated the cell cycle progression of CTC clusters and indicated their reduced susceptibility to oxidative stress. Further investigation revealed that the proportion of H2AFY mRNA with long 3' UTR instead of short 3' UTR was higher in CTC clusters than single CTCs. The AU-rich elements (AREs) within the long 3' UTR of H2AFY mRNA enhance mRNA stability and translation activity, resulting in promoting cell proliferation and invasion, which potentially facilitate the establishment and rapid formation of metastatic tumors mediated by CTC clusters. These findings provide new insights into the mechanisms driving CTC cluster metastasis.


Subject(s)
Neoplastic Cells, Circulating , Humans , Neoplastic Cells, Circulating/pathology , 3' Untranslated Regions , Polyadenylation , RNA Splicing , Cluster Analysis , Neoplasm Metastasis , Serine-Arginine Splicing Factors/metabolism , Phosphoproteins/metabolism
2.
Nat Rev Immunol ; 24(1): 18-32, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37402992

ABSTRACT

In vitro 3D models are advanced biological tools that have been established to overcome the shortcomings of oversimplified 2D cultures and mouse models. Various in vitro 3D immuno-oncology models have been developed to mimic and recapitulate the cancer-immunity cycle, evaluate immunotherapy regimens, and explore options for optimizing current immunotherapies, including for individual patient tumours. Here, we review recent developments in this field. We focus, first, on the limitations of existing immunotherapies for solid tumours, secondly, on how in vitro 3D immuno-oncology models are established using various technologies - including scaffolds, organoids, microfluidics and 3D bioprinting - and thirdly, on the applications of these 3D models for comprehending the cancer-immunity cycle as well as for assessing and improving immunotherapies for solid tumours.


Subject(s)
Neoplasms , Animals , Mice , Humans , Neoplasms/therapy , Organoids , Immunotherapy , Disease Models, Animal , Immunity
3.
Heliyon ; 9(6): e16478, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37484298

ABSTRACT

The role of chemokines in predicting the prognosis of colon cancer has not been mentioned. Chemokines have been shown to be associated with immune cell chemotaxis and activation, so the expression of chemokine genes in tumor tissue may be related to prognosis. We used a least absolute shrinkage and selection operator (LASSO) model based on chemokine gene families to construct a model that can predict the prognosis of colon cancer patients. We divided patients into high-risk groups and low-risk groups to study the prognosis. Then, we evaluated the relationship between the different risk groups in infiltration of immune cells. It was found that there was less immune cell infiltration in the high-risk group. We conducted a functional enrichment analysis based on model stratification, and explored the biological signal pathways enriched in the high and low-risk groups, which provided ideas for studying the mechanism behind its impact on prognosis. In addition, the chemokine-related gene signature could predict the response of patients to immunotherapy and chemotherapy.

4.
Cancer Med ; 12(10): 11438-11450, 2023 05.
Article in English | MEDLINE | ID: mdl-37014817

ABSTRACT

PURPOSE: Distant metastasis (DM) and neoadjuvant treatment response prediction remain critical challenges in the management of locally advanced rectal cancer (LARC). The aim of this study was to investigate the clinical relevance of viable circulating tumor cells (CTCs) for DM or response in patients with LARC in a neoadjuvant setting. METHODS: The detection of viable CTCs at different stages of treatment was planned for consecutive patients from a prospective trial. The Kaplan-Meier method, Cox proportional hazards model, and logistic regression model were utilized to analyze factors associated with DM or pathological complete response (pCR) and clinical complete response (cCR). RESULTS: Between December 2016 and July 2018, peripheral blood samples from 83 patients were collected before any treatment (median follow-up time, 49.3 months). CTCs were present in 76 of 83 patients (91.6%) at baseline, and more than three CTCs detected in the blood sample was considered high risk. Only the CTC risk group was significantly associated with 3-year metastasis-free survival (MFS) (high risk vs. low risk, 57.1% (95% CI, 41.6-72.6) vs. 78.3% (95% CI, 65.8-90.8), p = 0.018, log-rank test). When all the important variables were entered into the Cox model, the CTC risk group remained the only significant independent factor for DM (hazard ratio (HR), 2.74; 95% CI, 1.17-6.45, p = 0.021). The pCR and continuous cCR rates were higher in patients with a decreased number of CTCs of more than one after radiotherapy (HR, 4.00; 95% CI, 1.09-14.71, P = 0.037). CONCLUSIONS: The dynamic detection of viable CTCs may strengthen pretreatment risk assessment and postradiotherapy decision making for LARC. This observation requires further validation in a prospective study.


Subject(s)
Neoplastic Cells, Circulating , Rectal Neoplasms , Humans , Neoplastic Cells, Circulating/pathology , Neoadjuvant Therapy , Prospective Studies , Prognosis , Rectal Neoplasms/pathology
5.
Clin Exp Med ; 23(6): 1933-1944, 2023 Oct.
Article in English | MEDLINE | ID: mdl-36735207

ABSTRACT

Despite increasing interest in the study of circulating tumor cells (CTC) subsets, especially epithelial-mesenchymal transition (EMT) and stem cells subsets of CTC that play a key role in tumor recurrence and metastasis, there is no evidence from meta-analyses that shows the correlation between stem-like CTCs and prognosis in cancer patients. Thus, we performed a meta-analysis to assess its prognostic value. Sixteen articles were screened by searching the PubMed, Embase, Cochrane, China National Knowledge Internet (CNKI) and Wanfang databases. The hazard ratio (HR) and 95% confidence interval (95% CI) extracted from each article were summarized. Patients with positive stem-like CTCs in peripheral blood had significantly shorter overall survival (OS, HR: 2.58, 95% CI 1.76-3.79, P < 0.00001), progression-free survival (PFS, HR: 2.21, 95% CI 1.26-3.89, P = 0.006) and disease-free survival (DFS, HR: 2.53, 95% CI: 1.12-5.70, P = 0.03). This study provides the first meta-analysis evidence for the prognostic value of stem-like CTCs, demonstrating that these cells are associated with poor prognosis in cancer patients.Systematic review registrationCRD42022322062.


Subject(s)
Neoplastic Cells, Circulating , Humans , Prognosis , Neoplastic Cells, Circulating/pathology , Biomarkers, Tumor , Neoplasm Recurrence, Local , Disease-Free Survival
6.
Cell Oncol (Dordr) ; 46(3): 533-544, 2023 Jun.
Article in English | MEDLINE | ID: mdl-36658417

ABSTRACT

BACKGROUND: Circulating tumour cells (CTCs) are cancer cells that circulate in the bloodstream after being shed from solid tumours. They can lead to tumour recurrence and metastasis. CTCs play a significant role as biomarkers for early diagnosis, therapy response monitoring, and prognostication. However, CTCs are rare and heterogeneous, with usually only a single-digit number in one millilitre of blood. Additionally, a circadian rhythm is involved in the release of CTCs into the peripheral circulation. Due to these biological properties, higher demands are placed on the isolation of CTCs, and current capture methods struggle to enrich all CTCs present in blood. As yet, these limitations have hampered the clinical application of CTCs. CONCLUSIONS: In this review, we focus on the biological properties and clinical applications of CTCs and current CTC enrichment and isolation methods. Combined enrichment methods based on physical and biological properties are considered instrumental for the development of highly specific and sensitive CTC capture methods. The utilization of CTCs in conjunction with other liquid biopsy components (such as ctDNA) may yield more clinically useful information and the circadian rhythmicity of CTC release may change the way to evaluate and treat patients.


Subject(s)
Neoplastic Cells, Circulating , Humans , Neoplastic Cells, Circulating/pathology , Liquid Biopsy , Cell Separation/methods
7.
Theranostics ; 12(17): 7371-7389, 2022.
Article in English | MEDLINE | ID: mdl-36438484

ABSTRACT

Rationale: Oncolytic virus (OV) therapy as a cancer therapy that improves immune status makes it a favorable candidate for optimizing immunotherapy strategies. Existing studies have focused on characterizing the disturbance of the tumor microenvironment (TME) by OV therapy. However, the changes in systemic immunity induced by OV were largely ignored, which would prevent the further understanding and optimization of oncolytic viruses. Methods: The HSV-2-based oncolytic virus OH2 was used to treat tumor-bearing mouse models. The peripheral blood samples were then collected for single-cell RNA sequencing (scRNA-seq). The scRNA-seq data were analyzed using Cell Ranger, Seurat, and other bioinformatics tools. Key findings were further validated by ELISA, immunohistochemistry, flow cytometry, in vivo experiments, and clinical samples. Results: Our data showed that OH2 therapy effectively activated systemic immunity and induced a sustained anti-tumor immune response. One major impact of OH2 on systemic immunity was to boost Ccl5 production, which correlated with clinical response. Besides, the cytotoxic ability of peripheral cytotoxic Cd8+ T cells and mature NK cells was elevated by OH2. Further analysis revealed that the interaction of monocytes with T cells and NK cells was critical for systemic immune remodeling and activation. We also found that systemic immune responses induced by OH2 could effectively reshape the microenvironment of distant tumor lesions and inhibit their progression. Conclusions: This study is the first to comprehensively characterize the effects of OV therapy on systemic immunity, which not only sheds new light on the anti-tumor mechanisms of OH2, but also contributes to the establishment of companion diagnostics for OH2 treatment and the improvement of oncolytic therapy strategies.


Subject(s)
Neoplasms , Oncolytic Virotherapy , Oncolytic Viruses , Mice , Animals , Transcriptome , Oncolytic Viruses/genetics , Immunotherapy , Tumor Microenvironment , Neoplasms/pathology
8.
BMC Med ; 20(1): 376, 2022 10 31.
Article in English | MEDLINE | ID: mdl-36310169

ABSTRACT

BACKGROUND: The combination of oncolytic viruses (OVs) with immune checkpoint blockades is a research hotspot and has shown good efficacy. Here, we present the first attempt to combine oncolytic herpes simplex virus 2 (OH2) with an anti-SIRPα antibody as an antitumour treatment. Our results provide unique insight into the combination of innate immunity with OV. METHODS: We verified the polarization and activation of OH2 in RAW264.7 cells in vitro. Subsequently, we evaluated the antitumour ability of OH2 and anti-SIRPα combined therapy in a tumour-bearing mouse model. RNA-seq and Single-cell RNA-seq were used to characterize the changes in the tumour microenvironment. RESULTS: The OH2 lysates effectively stimulated RAW264.7 cells to polarize towards the M1 but not the M2 phenotype and activated the function of the M1 phenotype in vitro. In the macrophage clearance experiment, OH2 therapy induced polarization of M1 macrophages and participated in the antitumour immune response in a tumour-bearing mouse model. Treatment with a combination of OH2 and anti-SIRPα effectively inhibited tumour growth and significantly prolonged the survival time of the mice, and this result was more obvious in the mouse model with a larger tumour volume at the beginning of the treatment. These results suggest that combination therapy can more profoundly reshape the TME and activate stronger innate and adaptive immune responses. CONCLUSIONS: Our data support the feasibility of oncolytic virus therapy in combination with anti-SIRPα antibodies and suggest a new strategy for oncolytic virus therapy.


Subject(s)
Neoplasms , Oncolytic Virotherapy , Oncolytic Viruses , Mice , Animals , Oncolytic Viruses/genetics , Tumor Microenvironment , Oncolytic Virotherapy/methods , Neoplasms/therapy , Immunity, Innate , Disease Models, Animal
9.
Signal Transduct Target Ther ; 7(1): 270, 2022 08 22.
Article in English | MEDLINE | ID: mdl-35989380

ABSTRACT

Alternative RNA splicing is one of the most important mechanisms of posttranscriptional gene regulation, which contributes to protein diversity in eukaryotes. It is well known that RNA splicing dysregulation is a critical mechanism in tumor pathogenesis and the rationale for the promising splice-switching therapeutics for cancer treatment. Although we have a comprehensive understanding of DNA mutations, abnormal gene expression profiles, epigenomics, and proteomics in lung adenocarcinoma (LUAD), little is known about its aberrant alternative splicing profiles. Here, based on the multi-omics data generated from over 1000 samples, we systematically studied the RNA splicing alterations in LUAD and revealed their biological and clinical implications. We identified 3688 aberrant alternative splicing events (AASEs) in LUAD, most of which were alternative promoter and exon skip. The specific regulatory roles of RNA binding proteins, somatic mutations, and DNA methylations on AASEs were comprehensively interrogated. We dissected the functional implications of AASEs and concluded that AASEs mainly affected biological processes related to tumor proliferation and metastasis. We also found that one subtype of LUAD with a particular AASEs pattern was immunogenic and had a better prognosis and response rate to immunotherapy. These findings revealed novel events related to tumorigenesis and tumor immune microenvironment and laid the foundation for the development of splice-switching therapies for LUAD.


Subject(s)
Adenocarcinoma of Lung , Lung Neoplasms , Adenocarcinoma of Lung/genetics , Alternative Splicing/genetics , Gene Expression Regulation, Neoplastic/genetics , Humans , Lung Neoplasms/genetics , RNA Splicing/genetics , Tumor Microenvironment
10.
Transl Androl Urol ; 11(6): 803-813, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35812202

ABSTRACT

Background: Whether circulating tumor cells (CTCs) with prostate-specific membrane antigen (PSMA) high expression was related to the metastatic progress in prostate cancer (PCa) remains explored. This study aimed to provide evidence to elucidate this relationship via the telomerase reverse transcriptase (TERT)-based CTC detection method. Methods: A total of 71 patients were enrolled and divided into the local PCa group (n=44) and metastatic PCa group (n=27). TERT-based CTC detection (TBCD) was used to detect CTCs. CTCs single-cell sequencing data were analyzed using gene ontology (GO) functional classification and enrichment. Results: The mean 'TERT+ CTCs' number was 6.11±9.63 in the metastatic group and 4.09±3.41 in the local group. GO enrichment analysis for 77 prostate CTCs single-cell sequencing confirmed that proliferation-related terms were enriched in the PSMA-high expression group, and 27 metastasis-related gene panels also had high expression in this group. Then, PSMA antibody was applied to mark the 'TERT+ CTCs'. The proportion of patients with 'TERT+ PSMA+ CTCs' was positively associated with the Gleason score. Furthermore, the proportion of 'TERT+ PSMA+ CTCs' patients was 48.15% in the metastatic group, significantly higher than 22.72% in the local group. Conclusions: This study suggested that TERT positive CTCs with high PSMA expression were associated with the PCa metastatic progress.

11.
J Immunother Cancer ; 10(6)2022 06.
Article in English | MEDLINE | ID: mdl-35688556

ABSTRACT

BACKGROUND: Neutrophil extracellular traps (NETs) were originally thought to be formed by neutrophils to trap invading microorganisms as a defense mechanism. Increasing studies have shown that NETs play a pivotal role in tumor progression and diffusion. In this case, transcriptome analysis provides an opportunity to unearth the association between NETs and clinical outcomes of patients with pan-cancer. METHODS: The transcriptome sequencing data of The Cancer Genome Atlas pan-cancer primary focus was obtained from UCSC Xena, and a 19-gene NETs score was then constructed using the Least Absolute Shrinkage and Selection Operator (LASSO) Cox regression model based on the expression levels of 69 NETs initial biomarkers we collected from multistudies. In addition, multiple datasets covering multiple cancer types from other databases were collected and used to validate the signature. Gene ontology enrichment analyses were used to annotate the functions of NETs-related pathways. Immunohistochemistry (IHC) was implemented to evaluate the role of NETs-related genes in clinical patients across types of tumors, including lung adenocarcinoma (n=58), colorectal carcinoma (n=93), kidney renal clear cell carcinoma (n=90), and triple-negative breast cancer (n=80). RESULTS: The NETs score was calculated based on 19-NETs related genes according to the LASSO Cox model. The NETs score was considered a hazardous factor in most cancer types, with a higher score indicating a more adverse outcome. In addition, we found that NETs were significantly correlated to various malignant biological processes, such as the epithelial to mesenchymal transition (R=0.7444, p<0.0001), angiogenesis (R=0.5369, p<0.0001), and tumor cell proliferation (R=0.3835, p<0.0001). Furthermore, in IHC cohorts of a variety of tumors, myeloperoxidase, a gene involved in the model and a classical delegate of NETs formation, was associated with poor clinical outcomes. CONCLUSIONS: Collectively, these constitutive and complementary biomarkers represented the ability of NETs formation to predict the development of patients' progression. Integrative transcriptome analyses plus clinical sample validation may facilitate the biomarker discovery and clinical transformation.


Subject(s)
Carcinoma, Renal Cell , Extracellular Traps , Kidney Neoplasms , Biomarkers , Carcinoma, Renal Cell/pathology , Epithelial-Mesenchymal Transition , Humans , Kidney Neoplasms/pathology , Prognosis
12.
J Thorac Cardiovasc Surg ; 164(6): 1623-1635.e2, 2022 12.
Article in English | MEDLINE | ID: mdl-35589423

ABSTRACT

OBJECTIVE: The sequence of vessel ligation in lobectomy can significantly affect the hematogenous spread of circulating tumor cells (CTCs). Vein-first ligation substantially reduces CTC dissemination and achieves favorable survival compared with artery-first ligation. In this study, we further explored whether the timing of pulmonary vein (PV) ligation determined according to the early and late PV ligation technique is associated with CTC dissemination. METHODS: A total of 44 patients who underwent uniform 2-port video-assisted thoracoscopic surgery lobectomy were enrolled; the subjects were divided into the early ligation group (n = 18) and late ligation group (n = 26) according to whether PV ligation was prioritized during surgery. PV blood was obtained before PV ligation and after lobe resection. CTCs were detected using telomerase reverse transcriptase-based CTC detection and validated using FlowSight and fluorescence in situ hybridization. RESULTS: The median postoperative PV CTC (Post-PVCTC) count was 9 (interquartile range [IQR], 6-18), which was higher than the median preoperative PV CTC (Pre-PVCTC) count of 1 (IQR, 0-3; P < .001). Clinicopathologic correlation analysis showed that the Pre-PVCTC count correlated positively with TNM stage (P = .002) and lymph node metastasis (P = .002) and that the Post-PVCTC count correlated positively with tumor density (P = .043) and vessel/lymphatic invasion (P < .030). Interestingly, although no statistical difference in the median Pre-PVCTC count was observed, the median Post-PVCTC count in the early ligation group was 16 (IQR, 9.5-36.75), whereas that in the late ligation group it was 8 (IQR, 4.75-12.25), showing a significant difference (P = .004). CONCLUSIONS: We provide the first evidence to show that early PV ligation can prevent PVCTCs from spreading into the circulation, offering an innovative surgical concept for the principle sequence of pulmonary vessel management.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Neoplastic Cells, Circulating , Pulmonary Veins , Humans , Pulmonary Veins/surgery , Pulmonary Veins/pathology , Lung Neoplasms/pathology , In Situ Hybridization, Fluorescence , Carcinoma, Non-Small-Cell Lung/surgery , Neoplastic Cells, Circulating/pathology , Thoracic Surgery, Video-Assisted/adverse effects , Pneumonectomy/adverse effects
13.
Hum Exp Toxicol ; 41: 9603271221094008, 2022.
Article in English | MEDLINE | ID: mdl-35442113

ABSTRACT

BACKGROUND: Acute paraquat poisoning-induced multiple organ dysfunction syndrome (MODS) leads to the high mortality. This study aimed to investigate the clinical significance of microRNA-200b-3p (miR-200b-3p), an upstream inhibitor of high-mobility group box 1 (HMGB1), in acute paraquat poisoning patients for the prediction of MODS and survival. METHODS: This study enrolled 80 patients with MODS induced by paraquat and 94 healthy volunteers. The interaction between miR-200b-3p and HMGB1 was identified by luciferase reporter assay. miR-200b-3p levels were measured by quantitative real-time (QRT) PCR. High-mobility group box 1 levels were measured by enzyme-linked immune sorbent assay (ELISA). Receiver operating characteristic analysis was used to evaluate the diagnostic value of miR-200b-3p in screening MODS patients. The relationship between miR-200b-3p and the 28-day survival of MODS patients was evaluated by Kaplan-Meier curves and log-rank test. Cox regression analysis was used to assess the prognostic value of miR-200b-3p. Correlation between miR-200b-3p and HMGB1 was confirmed by Pearson's correlation analysis. RESULTS: miR-200b-3p directly target HMGB1. miR-200b-3p, decreased in MODS patients, had high diagnostic value to screen MODS patients from healthy controls. Additionally, serum miR-200b-3p was decreased in non-survivors, and patients with low miR-200b-3p level had poor 28-day survival. Serum miR-200b-3p could independently predict the survival prognosis. Moreover, serum HMGB1 level was increased in MODS patients, and was negatively correlated with miR-200b-3p level. CONCLUSION: Decreased miR-200b-3p may function as a biomarker for the diagnosis and survival prognosis of MODS patients, and miR-200b-3p may be involved in the progression of acute paraquat-induced MODS via regulating inflammatory responses by targeting HMGB1.


Subject(s)
HMGB1 Protein , MicroRNAs , Multiple Organ Failure , Paraquat , Biomarkers , HMGB1 Protein/genetics , Humans , Multiple Organ Failure/chemically induced , Paraquat/poisoning , Prognosis
14.
EClinicalMedicine ; 43: 101161, 2022 Jan.
Article in English | MEDLINE | ID: mdl-35128360

ABSTRACT

BACKGROUND: Prostate-specific antigen (PSA) testing is limited in identifying prostate cancer (PCa) with modestly elevated PSA levels. Therefore, a robust method for the diagnosis of PCa is urgently needed. METHODS: A total of 203 men with a PSA level of ≥4 ng/ml were eligible for enrollment in this study from July 2018 to May 2021, and randomly divided into a training set (n=78) and a validation set (n=125). Circulating tumor cells (CTCs) were detected using telomerase-based CTC detection (TBCD), and the diagnostic ability was evaluated using receiver operating characteristic (ROC) and logistic regression analyses. FINDINGS: In the training set, the area under the curve (AUC) of CTCs was 0.842 with a sensitivity of 80.33% and specificity of 82.35%. In the validation set, the AUC of CTCs was 0.789, with a sensitivity of 79.31% and specificity of 81.58%. There was no significant difference between CTCs (AUC=0.793) and PSA (AUC=0.697) in the range of 4-50 ng/ml. In the ranges of 4-20 ng/ml and 4-10 ng/ml, the AUC of CTCs were 0.811 and 0.825, respectively, which were superior to the AUC of PSA (0.588 and 0.541). The sensitivity and specificity of CTCs in the three PSA groups were higher than 80%. Moreover, we further established a CTC+PSA combined model, which could significantly improve the diagnostic ability of a PSA level of '4-10 ng/ml'. INTERPRETATION: TBCD could be a valuable method for distinguishing PCa and benign prostatic disease, especially in the PSA diagnostic gray area of '4-10 ng/ml'.

15.
BMC Cancer ; 22(1): 84, 2022 Jan 20.
Article in English | MEDLINE | ID: mdl-35057760

ABSTRACT

Activated Cdc42-associated kinase 1 (ACK1), a kind of tyrosine kinase, is considered to be an oncogene in many cancers, and it is likely to become a potential target for cancer treatment. We found that the expression of the ACK1 gene in colon cancer was higher than that in normal tissues adjacent to cancer, and high expression of the ACK1 gene was associated with poor prognosis of patients. We assessed the prognosis of colon cancer based on ACK1-related genes and constructed a model that can predict the prognosis of colon cancer patients in colon cancer data from The Cancer Genome Atlas (TCGA) database. We then explored the relationship between ACK1 and the immune microenvironment of colon cancer. The overexpression of ACK1 might hinder the function of antigen-presenting cells. The colon cancer prognosis prediction model we constructed has certain significance for clinicians to judge the prognosis of patients with colon cancer. The expression of the ACK1 gene might affect the infiltration level of a variety of immune cells and immunomodulators in the immune microenvironment.


Subject(s)
Colonic Neoplasms/genetics , Colonic Neoplasms/mortality , Protein-Tyrosine Kinases/metabolism , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Colon/immunology , Colon/metabolism , Colonic Neoplasms/immunology , Databases, Genetic , Gene Expression/genetics , Humans , Inflammation , Predictive Value of Tests , Prognosis , Signal Transduction/genetics , Tumor Microenvironment/immunology
16.
Cell Death Discov ; 8(1): 13, 2022 Jan 10.
Article in English | MEDLINE | ID: mdl-35013121

ABSTRACT

Senescence is believed to be a pivotal player in the onset and progression of tumors as well as cancer therapy. However, the guiding roles of senescence in clinical outcomes and therapy selection for patients with cancer remain obscure, largely due to the absence of a feasible senescence signature. Here, by integrative analysis of single cell and bulk transcriptome data from multiple datasets of gastric cancer patients, we uncovered senescence as a veiled tumor feature characterized by senescence gene signature enriched, unexpectedly, in the noncancerous cells, and further identified two distinct senescence-associated subtypes based on the unsupervised clustering. Patients with the senescence subtype had higher tumor mutation loads and better prognosis as compared with the aggressive subtype. By the machine learning, we constructed a scoring system termed as senescore based on six signature genes: ADH1B, IL1A, SERPINE1, SPARC, EZH2, and TNFAIP2. Higher senescore demonstrated robustly predictive capability for longer overall and recurrence-free survival in 2290 gastric cancer samples, which was independently validated by the multiplex staining analysis of gastric cancer samples on the tissue microarray. Remarkably, the senescore signature served as a reliable predictor of chemotherapeutic and immunotherapeutic efficacies, with high-senescore patients benefited from immunotherapy, while low-senescore patients were responsive to chemotherapy. Collectively, we report senescence as a heretofore unrecognized hallmark of gastric cancer that impacts patient outcomes and therapeutic efficacy.

17.
Cell Death Discov ; 8(1): 6, 2022 Jan 10.
Article in English | MEDLINE | ID: mdl-35013129

ABSTRACT

Signet ring cell carcinoma (SRCC) has specific oncogenesis and phenotypic and treatment resistance heterogeneity. Systemic therapies are often ineffective, and predictive biomarkers to guide treatment are urgently needed. Tumor organoids have recently emerged as an ideal model for drug testing and screening. Here, we report gastric organoids established from tumor tissues comprising four SRCCs and eight non-SRCCs. Tumor organoids demonstrated different growth characteristics and morphologies. Changes in the original tumor genome were maintained during long-term culture from whole-exome sequencing (WES) analysis. Immunohistochemistry and H&E staining showed that the tissue characteristics of the primary tumor could be recapitulated. In addition, organoid lines successfully formed tumors in immunodeficient mice and maintained tumorigenic character. Different responses to 5-fluorouracil, oxaliplatin, docetaxel and irinotecan treatment were observed in SRCC and non-SRCC organoids. These results demonstrate that gastric organoid drug models, including SRCC, were highly similar to the original tumors in phenotypic and genotypic profiling and could be as living biomarkers for drug response testing.

18.
BMC Med ; 19(1): 277, 2021 11 12.
Article in English | MEDLINE | ID: mdl-34763698

ABSTRACT

BACKGROUND: Gliomas are the most common aggressive cancer in the central nervous system. Considering the difficulty in monitoring glioma response and progression, an approach is needed to evaluate the progression or survival of patients with glioma. We propose an application to facilitate clinical detection and treatment monitoring in glioma patients by using telomerase-positive circulating tumor cells (CTCs) and to further evaluate the relationship between the immune microenvironment and CTCs in glioma patients. METHODS: From October 2014 to June 2017, 106 patients newly diagnosed with glioma were enrolled. We used the telomerase reverse transcriptase CTC detection method to detect and analyze the CTC statuses of glioma patients before and after surgery. FlowSight and FISH confirmed the CTCs detected by the telomerase-based method. To verify the correlation between CTCs and the immune response, peripheral white blood cell RNA sequencing was performed. RESULTS: CTCs were common in the peripheral blood of glioma patients and were not correlated with the pathological classification or grade of patients. The results showed that the presence of postoperative CTCs but not preoperative CTCs in glioma patients was a poor prognostic factor. The level of postoperative CTCs, which predicts a poor prognosis after surgery, may be associated with neutrophils. RNA sequencing suggested that postoperative CTCs were positively correlated with innate immune responses, especially the activation of neutrophils and the generation of neutrophil extracellular traps, but negatively correlated with the cytotoxic response. CONCLUSIONS: Our results showed that telomerase-positive CTCs can predict a poor prognosis of patients with glioma. Our results also showed a correlation between CTCs and the immune macroenvironment, which provides a new perspective for the treatment of glioma.


Subject(s)
Glioma , Neoplastic Cells, Circulating , Telomerase , Biomarkers, Tumor , Glioma/diagnosis , Humans , Neutrophils/metabolism , Prognosis , Telomerase/genetics , Telomerase/metabolism , Tumor Microenvironment
19.
Front Oncol ; 11: 709931, 2021.
Article in English | MEDLINE | ID: mdl-34692486

ABSTRACT

Nasopharyngeal carcinoma (NPC) is a highly invasive and metastatic carcinoma with different molecular characteristics and clinical outcomes. In this work, we aimed to establish a novel gene signature that could predict the prognosis of NPC patients. A total of 13 significant genes between the recurrence/metastasis (RM) group and the no recurrence/metastasis (no-RM) group were identified by machine learning from RNA-Seq data including 60 NPC tumor biopsies. Based on these genes, a 4-mRNA signature (considering U2AF1L5, TMEM265, GLB1L and MLF1) was identified. Receiver operating characteristic (ROC) and Kaplan-Meier (K-M) analyses indicated that this signature had good prognostic value for NPC. The overall survival (OS) and progression-free survival (PFS) of the patients in the high-risk group were significantly shorter than those of the patients in the low-risk group (p = 0.00126 and p = 0.000059, respectively). The area under the ROC curve (AUC) values of the 4-mRNA signature were higher than those of T stage and N stage for OS (0.893 vs 0.619 and 0.582, respectively) and PFS (0.86 vs 0.538 and 0.622, respectively). Furthermore, the 4-mRNA signature was closely associated with cell proliferation and the immune response. The expression of GLB1L and TMEM265 was associated with the level of tumor-infiltrating immune cells (r > 0.4, p < 0.05). We have validated the model through measuring the expression levels of the 4-mRNA signature by qRT-PCR, in an independent cohort of NPC patients. Here, we report a novel gene signature that can serve as a new tool for predicting the prognosis of NPC patients.

20.
Am J Respir Crit Care Med ; 204(10): 1180-1192, 2021 11 15.
Article in English | MEDLINE | ID: mdl-34473939

ABSTRACT

Rationale: Ground-glass opacity (GGO)-associated lung cancers are common and radiologically distinct clinical entities known to have an indolent clinical course and superior survival, implying a unique underlying biology. However, the molecular and immune characteristics of GGO-associated lung nodules have not been systemically studied. Objectives: To provide mechanistic insights for the treatment of these radiologically distinct clinical entities. Methods: We initiated a prospective cohort study to collect and characterize pulmonary nodules with GGO components (nonsolid and part-solid nodules) or without GGO components, as precisely quantified by using three-dimensional image reconstruction to delineate the molecular and immune features associated with GGO. Multiomics assessment conducted by using targeted gene panel sequencing, RNA sequencing, TCR (T-cell receptor) sequencing, and circulating tumor DNA detection was performed. Measurements and Main Results: GGO-associated lung cancers exhibited a lower tumor mutation burden than solid nodules. Transcriptomic analysis revealed a less active immune environment in GGO components and immune pathways, decreased expression of immune activation markers, and less infiltration of most immune-cell subsets, which was confirmed by using multiplex immunofluorescence. Furthermore, T-cell repertoire sequencing revealed lower T-cell expansion in GGO-associated lung cancers. HLA loss of heterozygosity was significantly less common in lung adenocarcinomas with GGO components than in those without. Circulating tumor DNA analysis suggested that the release of tumor DNA to the peripheral blood was correlated with the tumor size of non-GGO components. Conclusions: Compared with lung cancers presenting with solid lung nodules, GGO-associated lung cancers are characterized by a less active metabolism and a less active immune microenvironment, which may be the mechanisms underlying their indolent clinical course. Clinical trial registered with www.clinicaltrials.gov (NCT03320044).


Subject(s)
Adenocarcinoma of Lung/diagnosis , Adenocarcinoma of Lung/physiopathology , Lung Neoplasms/diagnosis , Lung Neoplasms/physiopathology , Precancerous Conditions/diagnosis , Precancerous Conditions/physiopathology , Solitary Pulmonary Nodule/diagnosis , Solitary Pulmonary Nodule/physiopathology , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor , Cohort Studies , Female , Humans , Imaging, Three-Dimensional/methods , Male , Middle Aged , Prospective Studies , Retrospective Studies
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