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1.
J Pers Med ; 11(8)2021 Aug 11.
Article in English | MEDLINE | ID: mdl-34442426

ABSTRACT

Survival analysis of the Cancer Genome Atlas (TCGA) dataset is a well-known method for discovering gene expression-based prognostic biomarkers of head and neck squamous cell carcinoma (HNSCC). A cutoff point is usually used in survival analysis for patient dichotomization when using continuous gene expression values. There is some optimization software for cutoff determination. However, the software's predetermined cutoffs are usually set at the medians or quantiles of gene expression values. There are also few clinicopathological features available in pre-processed datasets. We applied an in-house workflow, including data retrieving and pre-processing, feature selection, sliding-window cutoff selection, Kaplan-Meier survival analysis, and Cox proportional hazard modeling for biomarker discovery. In our approach for the TCGA HNSCC cohort, we scanned human protein-coding genes to find optimal cutoff values. After adjustments with confounders, clinical tumor stage and surgical margin involvement were found to be independent risk factors for prognosis. According to the results tables that show hazard ratios with Bonferroni-adjusted p values under the optimal cutoff, three biomarker candidates, CAMK2N1, CALML5, and FCGBP, are significantly associated with overall survival. We validated this discovery by using the another independent HNSCC dataset (GSE65858). Thus, we suggest that transcriptomic analysis could help with biomarker discovery. Moreover, the robustness of the biomarkers we identified should be ensured through several additional tests with independent datasets.

2.
Sci Rep ; 7(1): 9031, 2017 08 22.
Article in English | MEDLINE | ID: mdl-28831179

ABSTRACT

Head and neck squamous cell carcinoma (HNSCC) represents a major health concern worldwide. We applied the matrix-assisted laser desorption/ionization (MALDI) imaging mass spectrometry (IMS) to analyze paired normal (N) and tumor (T) samples from head and neck squamous cell carcinoma as well as liquid chromatography with tandem mass spectrometry (LC-MS/MS) analysis in HNSCC cell lines to identify tumor-associated biomarkers. Our results showed a number of proteins found to be over-expressed in HNSCC. We identified thymosin beta-4 X-linked (TMSB4X) is one of the most significant candidate biomarkers. Higher TMSB4X expression in the tumor was found by N/T-paired HNSCC samples at both RNA and protein level. Overexpression of TMSB4X was found significantly associated with poor prognosis of overall survival (OS, P = 0.006) and recurrence-free survival (RFS, P = 0.013) in HNSCC patients. Silencing of TMSB4X expression in HNSCC cell line reduced the proliferation and invasion ability in vitro, as well as inhibited the cervical lymph node metastasis in vivo. Altogether, our global proteomics analysis identified that TMSB4X is a newly discovered biomarker in HNSCC whose functions resulted in enhanced proliferation and metastasis in vitro and in vivo. TMSB4X may be a potential therapeutic target for treating HNSCC patients.


Subject(s)
Head and Neck Neoplasms/pathology , Proteomics/methods , Squamous Cell Carcinoma of Head and Neck/pathology , Thymosin/genetics , Thymosin/metabolism , Up-Regulation , Aged , Animals , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Cell Line, Tumor , Cell Proliferation , Chromatography, Liquid , Female , Gene Expression Regulation, Neoplastic , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/metabolism , Humans , Male , Mice , Middle Aged , Neoplasm Invasiveness , Neoplasm Transplantation , Prognosis , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Squamous Cell Carcinoma of Head and Neck/genetics , Squamous Cell Carcinoma of Head and Neck/metabolism , Survival Analysis , Tandem Mass Spectrometry
3.
J Hematol Oncol ; 10(1): 11, 2017 01 07.
Article in English | MEDLINE | ID: mdl-28061796

ABSTRACT

BACKGROUND: Head and neck squamous cell carcinoma (HNSCC) represents a unique and major health concern worldwide. Significant increases in glucose uptake and aerobic glycolysis have been observed in HNSCC cells. Glucose transporters (GLUTs) represent a major hub in the glycolysis pathway, with GLUT4 having the highest glucose affinity. However, GLUT4's role in HNSCC has not been fully appreciated. METHODS: An in silico analysis was performed in HNSCC cohorts to identify the most significant glucose transporter associated with HNSCC patient prognosis. An immunohistochemical analysis of a tissue microarray with samples from 90 HNSCC patients was used to determine the association of GLUT4 with prognosis. Complementary functional expression and knockdown studies of GLUT4 were performed to investigate whether GLUT4 plays a role in HNSCC cell migration and invasion in vitro and in vivo. The detailed molecular mechanism of the function of GLUT4 in inducing HNSCC cell metastasis was determined. RESULTS: Our clinicopathologic analysis showed that increased GLUT4 expression in oral squamous cell carcinoma patients was significantly associated with a poor overall survival (OS, P = 0.035) and recurrence-free survival (RFS, P = 0.001). Furthermore, the ectopic overexpression of GLUT4 in cell lines with low endogenous GLUT4 expression resulted in a significant increase in migratory ability both in vitro and in vivo, whereas the reverse phenotype was observed in GLUT4-silenced cells. Utilizing a GLUT4 overexpression model, we performed gene expression microarray and Ingenuity Pathway Analysis (IPA) to determine that the transcription factor tripartite motif-containing 24 (TRIM24) was the main downstream regulator of GLUT4. In addition, DDX58 was confirmed to be the downstream target of TRIM24, whose downregulation is essential for the migratory phenotype induced by GLUT4-TRIM24 activation in HNSCC cells. CONCLUSIONS: Here, we identified altered glucose metabolism in the progression of HNSCC and showed that it could be partially attributed to the novel link between GLUT4 and TRIM24. This novel signaling axis may be used for the prognosis and therapeutic treatment of HNSCC in the future.


Subject(s)
Carcinoma, Squamous Cell/chemically induced , Carrier Proteins/metabolism , DEAD Box Protein 58/metabolism , Glucose Transporter Type 4/analysis , Head and Neck Neoplasms/chemically induced , Carcinoma, Squamous Cell/pathology , Carrier Proteins/physiology , Cell Line, Tumor , Cell Movement , Computer Simulation , DEAD Box Protein 58/drug effects , Gene Expression Profiling , Glucose/metabolism , Glucose Transporter Type 4/metabolism , Head and Neck Neoplasms/pathology , Humans , Neoplasm Metastasis , Prognosis , Receptors, Immunologic , Squamous Cell Carcinoma of Head and Neck , Tissue Array Analysis
4.
Cancer Res ; 76(24): 7140-7150, 2016 12 15.
Article in English | MEDLINE | ID: mdl-27760788

ABSTRACT

Epigenetic correlates of the head and neck cancer may illuminate its pathogenic roots. Through a gene set enrichment analysis, we found that the oncogenic transcription factor RUNX2 is widely upregulated in the head and neck squamous cell carcinoma (HNSCC) with lymph node metastasis, where it also predicts poor prognosis in patients with HNSCC. Enforced expression of ectopic RUNX2 promoted the metastatic capabilities of HNSCC, whereas RUNX2 silencing inhibited these features. Mechanistic investigations showed that manipulating levels of activin A (INHBA) could rescue or compromise the RUNX2-mediated metastatic capabilities of HNSCC cells. Furthermore, we found that miR-376c-3p encoded within the 3'-untranslated region of RUNX2 played a pivotal role in regulating RUNX2 expression in highly metastatic HNSCC cells, where it was downregulated commonly. Restoring miR-376c expression in this setting suppressed expression of RUNX2/INHBA axis along with metastatic capability. Clinically, we observed an inverse relationship between miR-376c-3p expression and the RUNX2/INHBA axis in HNSCC specimens. In summary, our results defined a novel pathway in which dysregulation of the RUNX2/INHBA axis due to miR-376c downregulation fosters lymph node metastasis in HNSCC. Cancer Res; 76(24); 7140-50. ©2016 AACR.


Subject(s)
Carcinoma, Squamous Cell/pathology , Core Binding Factor Alpha 1 Subunit/metabolism , Gene Expression Regulation, Neoplastic/physiology , Head and Neck Neoplasms/pathology , Inhibin-beta Subunits/metabolism , MicroRNAs/biosynthesis , Animals , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/metabolism , Chromatin Immunoprecipitation , Down-Regulation , Female , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/metabolism , Humans , In Situ Hybridization , Lymphatic Metastasis , Mice , Mice, Inbred NOD , Mice, SCID , Oligonucleotide Array Sequence Analysis , Polymerase Chain Reaction , Signal Transduction/physiology , Squamous Cell Carcinoma of Head and Neck , Tissue Array Analysis
5.
Biosens Bioelectron ; 80: 131-139, 2016 Jun 15.
Article in English | MEDLINE | ID: mdl-26820361

ABSTRACT

Upconversion nanoparticles (UCNPs) have extensive biological-applications because of their bio-compatibility, tunable optical properties and their ability to be excited by infrared radiation. Matrix metalloproteinases (MMPs) play important roles in extracellular matrix remodelling; they are usually found to significantly increase during cancer progression, and these increases may lead to poor patient survival. In this study, we produced a biosensor that can be recognized by MMP2 and then be unravelled by the attached quencher to emit visible light. We used 3.5-nm gold nanoparticles as a quencher that absorbed emission from UCNPs at a wavelength of 540 nm. The biosensor consists of an upconversion nanoparticle, MMP2-recognized polypeptides and quenchers. Here, UCNPs consisting of NaYF4:Yb(3+)/Er(3+) were prepared via a high temperature co-precipitation method while protecting the oleic acid ligand. To improve the biocompatibility and modify the UCNPs with a polypeptide, they were coated with a silica shell and further conjugated with MMP-recognizing polypeptides. The polypeptide has two ends of featuring carboxylic and thiol groups that react with UCNPs and AuNPs, and the resulting nanoparticles were referred to as UCNP@p-Au. According to the in vitro cell viability analysis, UCNP@p-Au exhibited little toxicity and biocompatibility in head and neck cancer cells. Cellular uptake studies showed that the MMP-based biosensor was activated by 980-nm irradiation to emit green light. This MMP-based biosensor may serve as sensitive and specific molecular fluorescent probe in biological-applications.


Subject(s)
Biosensing Techniques , Head and Neck Neoplasms/diagnosis , Matrix Metalloproteinase 2/isolation & purification , Gold/chemistry , Head and Neck Neoplasms/genetics , Humans , Matrix Metalloproteinase 2/chemistry , Metal Nanoparticles/chemistry , Silicon Dioxide/chemistry
6.
PLoS One ; 10(7): e0133411, 2015.
Article in English | MEDLINE | ID: mdl-26230665

ABSTRACT

BACKGROUND: In lung cancer, uPA, its receptor (uPAR), and the inhibitors PAI-1 and PAI-2 of the plasminogen activator family interact with MMP-2 and MMP-9 of the MMP family to promote cancer progression. However, it remains undetermined which of these markers plays the most important role and may be the most useful indicator to stratify the patients by risk. METHODS: We determined the individual prognostic value of these 6 markers by analyzing a derivation cohort with 98 non-small cell lung cancer patients by immunohistochemical staining. The correlation between the IHC expression levels of these markers and disease prognosis was investigated, and an immunohistochemical panel for prognostic prediction was subsequently generated through prognostic model analysis. The value of the immunohistochemical panel was then verified by a validation cohort with 91 lung cancer patients. RESULTS: In derivation cohort, PAI-2 is the most powerful prognostic factor (HR = 2.30; P = 0.001), followed by MMP-9 (HR = 2.09; P = 0.019) according to multivariate analysis. When combining PAI-2 and MMP-9, the most unfavorable prognostic group (low PAI-2 and high MMP-9 IHC expression levels) showed a 6.40-fold increased risk of a poor prognosis compared to the most favorable prognostic group (high PAI-2 and low MMP-9 IHC expression levels). PAI-2 and MMP-9 IHC panel could more precisely identify high risk patients in both derivation and validation cohort. CONCLUSIONS: We revealed PAI-2 as the most powerful prognostic marker among PA and MMP protease family even after considering their close relationships with each other. By utilizing a combination of PAI-2 and MMP-9, more precise prognostic information than merely using pathological stage alone can be obtained for lung cancer patients.


Subject(s)
Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Peptide Hydrolases/metabolism , Plasminogen Activator Inhibitor 2/metabolism , Biomarkers, Tumor/metabolism , Female , Humans , Male , Matrix Metalloproteinase 9/metabolism , Middle Aged , Multivariate Analysis , Prognosis
7.
Parasit Vectors ; 5: 141, 2012 Jul 13.
Article in English | MEDLINE | ID: mdl-22794195

ABSTRACT

BACKGROUND: The status of Toxoplasma gondii infection among primary schoolchildren (PSC) of the Democratic Republic of São Tomé and Príncipe (DRSTP), West Africa, remains unknown to date. METHODS: A serologic survey and risk factors associated T. gondii infection among PSC in the DRSTP was assessed by the latex agglutination (LA) test and a questionnaire interview including parents' occupation, various uncomfortable symptoms, histories of eating raw or undercooked food, drinking unboiled water, and raising pets, was conducted in October 2010. Schoolchildren from 4 primary schools located in the capital areas were selected, in total 255 serum samples were obtained by venipuncture, of which 123 serum samples were obtained from boys (9.8 ± 1.4 yrs) and 132 serum samples were obtained from girls (9.7 ± 1.3 yrs). RESULTS: The overall seroprevalence of T. gondii infection was 63.1% (161/255). No significant gender difference in seroprevalence was found between boys (62.6%, 77/123) and girls (63.6%, 84/132) (p = 0.9). The older age group of 10 years had insignificantly higher seroprevalence (69.9%, 58/83) than that of the younger age group of 8 year olds (67.7%, 21/31) (p = 0.8). It was noteworthy that the majority of seropositive PSC (75.8%, 122/161) had high LA titers of ≥1: 1024, indirectly indicating acute or repeated Toxoplasma infection. Parents whose jobs were non-skilled workers (73.1%) showed significantly higher seroprevalence than that of semiskilled- (53.9%) or skilled workers (48.8%) (p < 0.05). Children who had a history of raising cats also showed significantly higher seroprevalence than those who did not (p < 0.001).Children who claimed to have had recent ocular manifestation or headache, i.e. within 1 month, seemed to have insignificantly higher seroprevalence than those who did not (p > 0.05). CONCLUSIONS: Parents' educational level and cats kept indoors seemed to be the high risk factors for PSC in acquisition of T. gondii infection. While, ocular manifestation and/or headache of PSC should be checked for the possibility of being T. gondii elicited. Measures such as improving environmental hygiene and intensive educational intervention to both PSC and their parents should be performed immediately so as to reduce T. gondii infection of DRSTP inhabitants including PSC and adults.


Subject(s)
Toxoplasma , Toxoplasmosis/epidemiology , Antibodies, Protozoan/blood , Atlantic Islands/epidemiology , Child , Female , Humans , Male , Odds Ratio , Risk Factors , Seroepidemiologic Studies
8.
Article in English | MEDLINE | ID: mdl-17499529

ABSTRACT

Le Fort I osteotomy is used as a surgical procedure for correction of maxillofacial deformities. The common complications of this procedure are hemorrhage and infection, with incidence of 6% to 9%. Blindness associated with Le Fort I osteotomy was reported in 8 patients. An 18-year-old female complained of loss of sight in the left eye after recovery from hypotensive general anesthesia. The visual field of the left eye was dark and only perceived some movement. She presented with motor dysfunction and regressive behavior 2 weeks later as a result of hypoxia of bilateral basal ganglia. Two months later, her visual acuity recovered gradually and regressive behavior improved. Carotid angiography showed congenital hypoplasia of the left internal carotid artery. We suspected that hypoplasia could cause hypoxia of the central nervous system.


Subject(s)
Basal Ganglia Cerebrovascular Disease/etiology , Blindness/etiology , Carotid Artery, Internal/abnormalities , Maxilla/surgery , Osteotomy, Le Fort/adverse effects , Adolescent , Anesthesia/adverse effects , Female , Humans , Hypoxia/etiology , Magnetic Resonance Imaging , Time Factors
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