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1.
Int J Med Sci ; 20(8): 1097-1113, 2023.
Article in English | MEDLINE | ID: mdl-37484807

ABSTRACT

Purpose: Endometrial carcinoma (EC) is one of the three most common female genital tract cancers, and it contributes to the leading deaths of gynecologic cancer. MTHFD2 was reported up-regulated and associated with poor prognosis in many malignancies. However, its biological functions and mechanisms in EC are unclear. The present study aimed to identify the biological functions and potential molecular mechanisms of MTHFD2 in EC. Methods: The gene expression and information of patients used in this study were derived from TCGA, GEO and HPA databases. KM survival analysis was used to explore the clinical outcomes of EC patients and correlation analysis was applied to find the correction between MTHFD2 expression level and immune infiltration in EC. We used GO and GSEA analysis to explore the biological functions and mechanisms of MTHFD2. The CCK8 assay, the colony formation assay and the transwell migration assay were conducted to validate the function of MTHFD2 in EC cells. We applied STRING to find the protein that interacted with MTHFD2. Finally, ENCORI was used to explore the potential upstream regulation of MTHFD2 in EC and it was validated in EC cells. Results: In the present study, we found that MTHFD2 was up-regulated in EC and its high expression level was associated with patients' poor prognosis and adverse clinical parameters. MTHFD2 level was shown to be correlated with immune infiltration. Knockdown of MTHFD2 inhibited the malignant phenotype of HEC-1A and Ishikawa cells, including proliferation, colony formation and migration. Furthermore, we found the SNHG3/hsa-miR-455-5p axis as the potential upstream of MTHFD2. Conclusion: SNHG3/hsa-miR-455-5p axis-mediated high expression of MTHFD2, and the MTHFD2 expression level was associated with tumor immune infiltration and endometrial carcinoma progression. Knockdown of MTHFD2 significantly inhibited the malignant phenotype of EC cells. MTHFD2 may be a valuable predictive biomarker, and targeting MTHFD2 may be an effective way to improve the therapeutic effect in EC.


Subject(s)
Endometrial Neoplasms , MicroRNAs , Female , Humans , Cell Line, Tumor , Endometrial Neoplasms/genetics , Endometrial Neoplasms/pathology , MicroRNAs/genetics , MicroRNAs/metabolism
2.
Appl Sci (Basel) ; 12(5)2022 Mar 01.
Article in English | MEDLINE | ID: mdl-35983461

ABSTRACT

Several studies have investigated the effect of photo-mediated ultrasound therapy (PUT) on the treatment of neovascularization. This study explores the impact of PUT on the release of the vasoactive agents nitric oxide (NO) and prostacyclin (PGI2) from the endothelial cells in an in vitro blood vessel model. In this study, an in vitro vessel model containing RF/6A chorioretinal endothelial cells was used. The vessels were treated with ultrasound-only (0.5, 1.0, 1.5 and 2.0 MPa peak negative pressure at 0.5 MHz with 10% duty cycle), laser-only (5, 10, 15 and 20 mJ/cm2 at 532 nm with a pulse width of 5 ns), and synchronized laser and ultrasound (PUT) treatments. Passive cavitation detection was used to determine the cavitation activities during treatment. The levels of NO and PGI2 generally increased when the applied ultrasound pressure and laser fluence were low. The increases in NO and PGI2 levels were significantly reduced by 37.2% and 42.7%, respectively, from 0.5 to 1.5 MPa when only ultrasound was applied. The increase in NO was significantly reduced by 89.5% from 5 to 20 mJ/cm2, when only the laser was used. In the PUT group, for 10 mJ/cm2 laser fluence, the release of NO decreased by 76.8% from 0.1 to 1 MPa ultrasound pressure. For 0.5 MPa ultrasound pressure in the PUT group, the release of PGI2 started to decrease by 144% from 15 to 20 mJ/cm2 laser fluence. The decreases in NO and PGI2 levels coincided with the increased cavitation activities in each group. In conclusion, PUT can induce a significant reduction in the release of NO and PGI2 in comparison with ultrasound-only and laser-only treatments.

3.
Lipids Health Dis ; 21(1): 82, 2022 Aug 30.
Article in English | MEDLINE | ID: mdl-36042480

ABSTRACT

PURPOSE: Hypoxia is a common feature of laryngocarcinoma. Alterations in lipid metabolism are an important metabolic rewiring phenomenon for malignant cells to maintain their rapid proliferation in the hypoxic microenvironment, which makes most cancers, including laryngocarcinoma, difficult to cure. However, the mechanisms involved in lipid metabolism in laryngocarcinoma is still unclear. This study aimed to clarify the changes in lipid metabolism of laryngocarcinoma cells under hypoxic conditions and explore the related mechanisms. METHODS: Hep2 cells were incubated in a normoxic or hypoxic environment (5% CO2 and 1% O2) at 37 °C for 24 h. CCK-8 cell viability assay and colony formation assay were performed to detect cells proliferation. And lipid metabolic indices including TG and NEFA were determined by kits. The mechanism involved in the regulation of lipid metabolism was explored by RNA-seq and bioinformatic analysis. The MIF inhibitor ISO-1 and JAK inhibitor XL019 were used to verify the mechanism. Finally, a tumour xenograft model was applied to further verify these results in vivo. RESULTS: Hypoxia promoted cell proliferation and increased the levels of TG and NEFA in Hep2 cells. Three genes, MIF, ENO2, and LDHA, that were screened by the intersection of hypoxia gene sets and fatty gene sets and were verified by qPCR. The MIF levels were elevated when cells were exposed to hypoxia. Through GSEA and RNA-seq analysis, the JAK/STAT pathway was screened. Hypoxia increased MIF levels and activated the IL-6/JAK/STAT pathway. The MIF inhibitor ISO-1inhibited cell proliferation under hypoxia and reversed the change in TG levels and IL-6 levels. And ISO-1 reversed the expression pattern of the screened genes in the JAK/STAT pathway. Finally, a tumour xenograft model further verified these results in vivo. CONCLUSION: Hypoxia induced reprogramming of lipid metabolism in laryngocarcinoma cells through the MIF/IL-6/JAK-STAT pathway. This study revealed one mechanism that allows laryngocarcinoma cells to adapt to the hypoxic tumour microenvironment. Therefore, a drug targeting the MIF/IL-6/JAK-STAT pathway might be a promising therapeutic option for the treatment of laryngocarcinoma.


Subject(s)
Janus Kinases , Macrophage Migration-Inhibitory Factors , Signal Transduction , Animals , Cell Hypoxia , Cell Line, Tumor , Fatty Acids, Nonesterified , Humans , Interleukin-6/genetics , Interleukin-6/metabolism , Intramolecular Oxidoreductases , Janus Kinases/genetics , Lipid Metabolism/genetics , Macrophage Migration-Inhibitory Factors/metabolism , STAT Transcription Factors/genetics
4.
Biochem Biophys Res Commun ; 614: 47-55, 2022 07 23.
Article in English | MEDLINE | ID: mdl-35567943

ABSTRACT

PURPOSE: Folate-mediated one-carbon metabolism (FOCM) plays a vital role in supporting cancer cells hyperproliferation. Malignant cells, including nasopharyngeal carcinoma (NPC) cells, are characterized by rapid proliferation and thus need large numbers of nucleotides and nutrients generated from FOCM. However, the mechanism and key genes involved in FOCM playing a vital role in NPC progression are still unclear. This study aimed to find out the key gene, and its functions in NPC and explore the potential mechanism. METHODS: Bioinformatics analysis based on TCGA and GSEA database were performed to screen the key FOCM related gene in HNSCC. The effects of MTHFD2 on cell proliferation, apoptosis and migration were conducted through MTHFD2 knockdown cell lines in vitro experiments. Cell proliferation was explored by CCK8 assay and colony formation assay. Cell apoptosis was tested through flow cytometry. Transwell migration assay was performed to study the cell migration. The potential pathway was explored by RNA-seq and the ERK inhibitor SCH772984 and the ERK activator tBHQ were applied to verify the effect of MTHFD2 in NPC via the ERK pathway. Finally, xenograft tumor model was used to explore the tumorigenicity of NPC cells in vivo and IHC was performed to study the expression of related proteins. RESULTS: MTHFD2 was highly expressed in NPC and associated with a poor prognosis. MTHFD2 knockdown inhibited the proliferation, migration and induced apoptosis of NPC cells in vitro. In consistent with cellular results, knockdown of MTHFD2 suppressed the tumorigenicity of NPC cells in vivo. MAPK pathway was enriched among DEGs between MTHFD2 knockdown cells and control cells. And the level of p-ERK1/2 and p-p38 MAPK was decreased in MTHFD2 knockdown cells and xenograft tumors of MTHFD2 knockdown cells. Furthermore, the application of the selective ERK inhibitor SCH772984 and the ERK activator tBHQ confirmed that MTHFD2-knockdown inhibited the proliferation and migration of NPC cells via the ERK signaling pathway. CONCLUSION: MTHFD2 was up-regulated in NPC tissues and its high expression was linked to a poor prognosis. Knockdown of MTHFD2 inhibited proliferation and migration of NPC cells through the ERK signaling pathway, which may provide new clues and targets for the treatment of NPC.


Subject(s)
MAP Kinase Signaling System , Nasopharyngeal Neoplasms , Cell Line, Tumor , Cell Movement/genetics , Cell Proliferation/genetics , Gene Expression Regulation, Neoplastic , Humans , Nasopharyngeal Carcinoma/metabolism , Nasopharyngeal Neoplasms/metabolism , Signal Transduction
5.
J Transl Med ; 20(1): 169, 2022 04 09.
Article in English | MEDLINE | ID: mdl-35397606

ABSTRACT

BACKGROUND: Studies have revealed an important role of activating transcription factor 1 (ATF1) and phosphorylated ATF1 at Ser63 in tumors. Our previous study identified Thr184 as a novel phosphorylation site of ATF1. However, the role of phosphorylated ATF1 at Thr184 (p-ATF1-T184) in tumor is unclear. This study figured out the role of p-ATF1-T184 in the metastasis of gastric cancer (GC) and in the regulation of Matrix metallopeptidase 2 (MMP2). METHODS: Immunohistochemical analysis (IHC) was performed to analyze the level of p-ATF1-T184 and its relationship with clinicopathological characteristics. Wound scratch test, Transwell assay were used to observe the role of p-ATF1-T184 in the invasion and metastasis of GC. The regulation of MMP2 by p-ATF1-T184 was investigated by a series of experiments including quantitative RT-PCR, western blot, gelatin zymography assay, Chromatin immunoprecipitation (ChIP), luciferase reporter assay and cycloheximide experiment. The Cancer Genome Atlas (TCGA) data were used to analyze the expression and prognostic role of ATF1 and MMP2 in GC. Mass spectrometry (MS) following co-immunoprecipitation (co-IP) assay was performed to identify potential upstream kinases that would phosphorylate ATF1 at Thr184. RESULTS: High expression level of p-ATF1-T184 was found and significantly associated with lymph node metastasis and poor survival in a GC cohort of 126 patients. P-ATF1-T184 promoted migration and invasion of gastric cancer cells. Phosphorylation of ATF1-T184 could regulate the mRNA, protein expression and extracellular activity of MMP2. P-ATF1-T184 further increased the DNA binding ability, transcription activity, and stabilized the protein expression of ATF1. Moreover, TCGA data and IHC results suggested that the mRNA level of ATF1 and MMP2, and protein level of p-ATF1-T184 and MMP2 could be prognosis markers of GC. Two protein kinase related genes, LRBA and S100A8, were identified to be correlated with the expression ATF1 in GC. CONCLUSION: Our results indicated that p-ATF1-T184 promoted metastasis of GC by regulating MMP2.


Subject(s)
Activating Transcription Factor 1 , Matrix Metalloproteinase 2 , Stomach Neoplasms , Activating Transcription Factor 1/genetics , Activating Transcription Factor 1/metabolism , Adaptor Proteins, Signal Transducing/metabolism , Cell Line, Tumor , Cell Movement/genetics , Gene Expression Regulation, Neoplastic , Humans , Matrix Metalloproteinase 2/metabolism , Prognosis , RNA, Messenger , Stomach Neoplasms/pathology
6.
Commun Biol ; 4(1): 1224, 2021 10 25.
Article in English | MEDLINE | ID: mdl-34697406

ABSTRACT

Fluorescence in situ hybridization (FISH) is a powerful tool to visualize transcripts in fixed cells and tissues. Despite the recent advances in FISH detection methods, it remains challenging to achieve high-level FISH imaging with a simple workflow. Here, we introduce a method to prepare long single-strand DNA concatemers (lssDNAc) through a controllable rolling-circle amplification (CRCA). Prepared lssDNAcs are used to develop AmpFISH workflows. In addition, we present its applications in different scenarios. AmpFISH shows the following advantages: 1) enhanced FISH signal-to-noise ratio (SNR) up to 160-fold compared with single-molecule FISH; 2) simultaneous detection of FISH signals and fluorescent proteins or immunofluorescence (IF) in tissues; 3) simple workflows; and 4) cost-efficiency. In brief, AmpFISH provides convenient and versatile tools for sensitive RNA/DNA detection and to gain useful information on cellular molecules using simple workflows.


Subject(s)
DNA, Concatenated/chemistry , In Situ Hybridization, Fluorescence/methods , Animals , HeLa Cells , Humans , Mice , NIH 3T3 Cells
7.
Biomolecules ; 11(9)2021 09 18.
Article in English | MEDLINE | ID: mdl-34572596

ABSTRACT

Progesterone-induced rapid non-genomic signaling events have been confirmed through several membrane progesterone receptors (mPR). Some mPRs were reported to correlate with cancer progression and patient prognosis. In this study, we conducted a comprehensive analysis of all progesterone receptor (PGR)-related genes in prostate cancer tissues and examined the correlations of their expression levels with disease progression and patient survival outcomes. We utilized multiple RNA-seq and cDNA microarray datasets to analyze gene expression profiles and performed logistics aggression and Kaplan-Meier survival analysis after stratifying patients based on tumor stages and Gleason scores. We also used NCBI GEO datasets to examine gene expression patterns in individual cell types of the prostate gland and to determine the androgen-induced alteration of gene expression. Spearman coefficient analysis was conducted to access the correlation of target gene expression with treatment responses and disease progression status. The classic PGR was mainly expressed in stromal cells and progestin and adipoQ receptor (PAQR) genes were the predominant genes in prostate epithelial cells. Progesterone receptor membrane component-1 (PGRMC1) was significantly higher than PGRMC2 in all prostate cell types. In prostate cancer tissues, PAQR6 expression was significantly upregulated, while all other genes were largely downregulated compared to normal prostate tissues. Although both PAQR6 upregulation and PAQR5 downregulation were significantly correlated with tumor pathological stages, only PAQR6 upregulation was associated with Gleason score, free-prostate-specific antigen (fPSA)/total-PSA (tPSA) ratio, and patient overall survival outcomes. In addition, PAQR6 upregulation and PGR/PGRMC1 downregulation were significantly associated with a quick relapse. Conversely, in neuroendocrinal prostate cancer (NEPC) tissues, PAQR6 expression was significantly lower, but PAQR7/8 expression was higher than castration-resistant prostate cancer (CRPC) tissues. PAQR8 expression was positively correlated with androgen receptor (AR) score and AR-V7 expression levels but inversely correlated with NEPC score in metastatic CRPC tumors. This study provides detailed expression profiles of membrane progesterone receptor genes in primary cancer, CRPC, and NEPC tissues. PAQR6 upregulation in primary cancer tissues is a novel prognostic biomarker for disease progression, overall, and progression-free survival in prostate cancers. PAQR8 expression in CRPC tissues is a biomarker for AR activation.


Subject(s)
Gene Expression Regulation, Neoplastic , Prostatic Neoplasms/genetics , Receptors, Androgen/metabolism , Receptors, Progesterone/genetics , Signal Transduction , Up-Regulation/genetics , Carcinoma, Neuroendocrine/genetics , Carcinoma, Neuroendocrine/pathology , Cell Line, Tumor , Disease Progression , Humans , Logistic Models , Male , Neoplasm Staging , Prognosis , Prostatic Neoplasms/pathology , Receptors, Progesterone/metabolism , Survival Analysis
9.
Bull Entomol Res ; 105(5): 545-54, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25989705

ABSTRACT

The soft scales (Hemiptera: Coccoidea: Coccidae) are a group of sap-sucking plant parasites, many of which are notorious agricultural pests. The quarantine and economic importance of soft scales necessitates rapid and reliable identification of these taxa. Nucleotide sequences of the mitochondrial cytochrome c oxidase subunit I (COI) gene (barcoding region) and 28S rDNA were generated from 340 individuals of 36 common soft scales in China. Distance-based [(best match, Automated Barcode Gap Discovery (ABGD)], tree-based (neighbor-joining, Bayesian inference), Klee diagrams, and general mixed Yule coalescent (GMYC) models were used to evaluate barcoding success rates in the data set. Best match showed that COI and 28S sequences could provide 100 and 95.52% correct identification, respectively. The average interspecific divergences were 19.81% for COI data and 20.38% for 28S data, and mean intraspecific divergences were 0.56 and 0.07%, respectively. For COI data, multiple methods (ABGD, Klee, and tree-based methods) resulted in general congruence with morphological identifications. However, GMYC analysis tended to provide more molecular operational taxonomic units (MOTUs). Twelve MOTUs derived from five morphospecies (Rhodococcus sariuoni, Pulvinaria vitis, Pulvinaria aurantii, Parasaissetia nigra, and Ceroplastes rubens) were observed using the GMYC approach. In addition, tree-based methods showed that 28S sequences could be used for species-level identification (except for Ceroplastes ceriferus - Ceroplastes pseudoceriferus), even with low genetic variation (<1%). This report demonstrates the robustness of DNA barcoding for species discrimination of soft scales with two molecular markers (COI and 28S) and provides a reliable barcode library and rapid diagnostic tool for common soft scales in China.


Subject(s)
DNA Barcoding, Taxonomic , Genetic Variation , Hemiptera/genetics , Animal Distribution , Animals , China , DNA, Ribosomal/genetics , Electron Transport Complex IV/genetics , Phylogeny , RNA, Ribosomal, 28S/genetics , Species Specificity
10.
Acta Otolaryngol ; 135(2): 169-76, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25578128

ABSTRACT

CONCLUSIONS: Sham acupuncture turned out to be more effective than expected. The effect of acupuncture cannot be assessed by optical rhinometry (ORM). OBJECTIVES: In most cases nasal congestion is caused by hypertrophy of the inferior turbinate as a result of allergic and chronic rhinitis. Topical decongestants cause severe side effects. As a consequence, there is an increasing demand for alternative treatment options such as traditional Chinese medicine (TCM). METHODS: A total of 25 patients with nasal congestion due to hypertrophic inferior turbinate were recruited. The mucosal swelling status of the inferior turbinate was assessed by continuous ORM for 20 min. Patients were asked to score the severity of their nasal congestion on a visual analogue scale (VAS) before and 10 and 20 min after acupuncture. Specific verum acupuncture points related to nasal congestion were tested against non-specific control sham acupuncture points. RESULTS: Sham acupuncture improved VAS scores, whereas ORM measured an increase in nasal swelling. The ORM revealed a quicker onset of the effect of verum acupuncture on the nasal blood flow. Also, verum acupuncture reaches its maximum effect in a shorter time period, so that the net reaction time was much shorter. However, ORM could not prove a decongestant effect of verum acupuncture on inferior turbinate.


Subject(s)
Acupuncture Therapy , Rhinitis/therapy , Adult , Aged , Diagnostic Techniques, Respiratory System , Female , Humans , Male , Middle Aged , Prospective Studies , Young Adult
11.
Zhongguo Zhong Yao Za Zhi ; 39(5): 846-50, 2014 Mar.
Article in Chinese | MEDLINE | ID: mdl-25204177

ABSTRACT

Twenty-one compounds were isolated from the rhizomes of Iris germanica by various chromatographic techniques such as silica gel, ODS and Sephadex LH-20 chromatography. Their structures were established on basis of physical properties, MS and NMR spectroscopic data Their structures were identified as ombuin (1), 5, 3, 3'-trihydroxy-7, 4'-dimethoxyflavanone (2), naringenin (3), cirsiliol-4'-glucoside (4), 3beta, 4'-dihydroxy-7,3'-dimethoxyflavonone-5-O-beta-D-glucopyranoside (5), genistein (6), irilin D (7), muningin (8), 5, 7, 4'-trihydroxy-6, 3', 5'-trimethoxyisoflavone (9), tectorigenin (10), irigenin (11), tectoridin (12), iridin (13), mangiferin (14), irisxanthone (15), pyroglutamic acid (16), 2, 4', 6-trihydroxy-4-methoxybenzophenone-2-O-beta-D-glucoside (17), apocynin (18), androsin (19), beta-sitosterol (20), and daucosterol (21). Among them, compounds 1-9, 16, 17 were obtained from this plant for the first time, compounds 8 and 9 were separated from Iris species for the first time, compounds 1, 4, and 17 were obtained from the family for the first time.


Subject(s)
Drugs, Chinese Herbal/chemistry , Iris Plant/chemistry , Rhizome/chemistry , Drugs, Chinese Herbal/isolation & purification , Molecular Structure , Spectrometry, Mass, Electrospray Ionization
12.
Lupus ; 22(3): 279-88, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23369850

ABSTRACT

OBJECTIVES: Impaired function of polymorphonuclear cells (PMNs) in systemic lupus erythematosus (SLE) leads to severe gram-positive and gram-negative bacterial infection, and to major morbidity and mortality. Few studies have focused on the association of impaired function of PMNs and SLE patients' susceptibility to infection. This study aimed to analyze function of PMNs in peroxidase production, chemotaxis, and phagocytosis in pediatric-onset SLE with severe infection. METHODS: This study compared function of PMNs among pediatric-onset SLE patients with and without histories of severe infection and in normal control subjects. Human peripheral blood PMNs were isolated from patients and controls. Function of PMNs was measured by analyzing peroxidase, chemotaxis, and phagocytic activities. Different disease activity and severity, and drug use in newly diagnosed SLE patients were also compared. RESULTS: In total, 34 SLE patients (12 patients with severe infection, 22 patients without infection) and 25 healthy controls were analyzed. There were no differences in function of PMNs between SLE patients with or without severe infection. Regardless of infection status, medication, and disease activity, SLE patients had impaired phagocytic ability against Salmonella-specific lipopolysaccharides (LPS) compared with normal controls (p < 0.01). The use of immunosuppressants did not influence phagocytic ability against Salmonella-derived LPS. CONCLUSIONS: Immunosuppressant agents do not influence phagocytic ability against Salmonella in SLE subjects. Impaired phagocytosis against Salmonella is prominent in pediatric-onset SLE subjects, which may result in the high prevalence of Salmonella infection. There is no deficiency of peroxidase production and chemotaxis activity among SLE subjects.


Subject(s)
Bacterial Infections/immunology , Lupus Erythematosus, Systemic/immunology , Neutrophils/immunology , Phagocytosis/immunology , Adolescent , Child , Disease Susceptibility , Female , Humans , Immunosuppressive Agents/pharmacology , Immunosuppressive Agents/therapeutic use , Lipopolysaccharides/immunology , Lupus Erythematosus, Systemic/drug therapy , Male , Neutrophils/drug effects , Phagocytosis/drug effects , Salmonella/drug effects , Salmonella Infections/immunology
13.
Asian Pac J Cancer Prev ; 14(11): 6347-50, 2013.
Article in English | MEDLINE | ID: mdl-24377530

ABSTRACT

Post-transplant lymphoproliferative disorder (PTLD) is a common complication of therapeutic immunosuppression after organ transplantation. Gene expression profile facilitates the identification of biological difference between Epstein-Barr virus (EBV) positive and negative PTLDs. Previous studies mainly implemented variance/regression analysis without considering unaccounted array specific factors. The aim of this study is to investigate the gene expression difference between EBV positive and negative PTLDs through partial least squares (PLS) based analysis. With a microarray data set from the Gene Expression Omnibus database, we performed PLS based analysis. We acquired 1188 differentially expressed genes. Pathway and Gene Ontology enrichment analysis identified significantly over-representation of dysregulated genes in immune response and cancer related biological processes. Network analysis identified three hub genes with degrees higher than 15, including CREBBP, ATXN1, and PML. Proteins encoded by CREBBP and PML have been reported to be interact with EBV before. Our findings shed light on expression distinction of EBV positive and negative PTLDs with the hope to offer theoretical support for future therapeutic study.


Subject(s)
Epstein-Barr Virus Infections/genetics , Herpesvirus 4, Human/isolation & purification , Lymphoproliferative Disorders/genetics , Epstein-Barr Virus Infections/virology , Genes, MHC Class II , Humans , Least-Squares Analysis , Lymphoma/genetics , Lymphoma/virology , Lymphoproliferative Disorders/virology , Neoplasms/genetics , Neoplasms/virology , Transcriptome
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