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1.
J Environ Public Health ; 2022: 4806045, 2022.
Article in English | MEDLINE | ID: mdl-36120155

ABSTRACT

Many IP (intellectual property) will also be infringed, and it will become more and more serious, causing huge economic losses to people or groups who own IP. If punitive damages can be made for intentional but intentional infringement of IP, it will help to stop intentional infringement of IP, and it can also give due compensation to the obligee's loss. Based on this, this paper analyzes the introduction and implementation of punitive damages in IP law. In this paper, a relatively efficient text classification method is realized by using the method of deep learning and model design. Similar texts in the training set are grouped into a group, and each group is considered as a common text vector. Then, a threshold is set to deal with clusters higher than the threshold, and the training set is reformed. Through the experimental results, the feature extraction effect of this model is improved, the classification accuracy is constantly improved, and the final convergence rate of this model reaches 95%. It has been verified that the system can realize the automatic classification of basic Chinese patent texts.


Subject(s)
Intellectual Property , Humans
2.
Cell Immunol ; 372: 104469, 2022 02.
Article in English | MEDLINE | ID: mdl-35114597

ABSTRACT

Gastric cancer (GC) originates from the stomach and is a prevalent human malignancy. Dysfunction of death associated protein kinase 1 (DAPK1) has been identified as a major regulator involved in the development and progression of GC. However, there's limited data regarding the regulatory mechanism of GC. Herein, we investigated role of DAPK1 in natural killer (NK) cell killing ability and immune evasion of GC cells and mediated pathway. Samples from GC-related gene expression profile and clinical samples from 67 patients with GC were collected to determine the expression of DAPK1, IκB kinase ß (IKKß), programmed death receptor-ligand 1 (PD-L1), and photomorphogenesis 9 (COP9) signalosome 5 (CSN5). The binding affinity among DAPK1, IKKß, CSN5, and PD-L1 was characterized to verify the underlying mechanism. GC lines were transfected with overexpressed plasmid or siRNA to determine the effect of DAPK1/IKKß/CSN5/PD-L1 axis on NK cell killing ability and immune evasion of GC cells. GC cells and tissues presented low expression of DAPK1 and high expression of IKKß, CSN5 and PD-L1. IKKß, negatively regulated by DAPK1, was capable of activating CSN5 and upregulating PD-L1 expression. Overexpression of DAPK1 promoted NK cell killing ability and reduced immune evasion, coupled with reduction of NK cell apoptosis and increases in levels of TNF-α, IFN-γ, CD107a, and Granzyme B cytokines. The tumor-suppressing properties of DAPK1 through downregulation of IKKß/CSN5/PD-L1 axis in GC were further confirmed in vivo. In summary, overexpression of DAPK1 promoted the NK cell killing ability and restrained immune evasion of GC cells, providing a potential therapeutic strategy for GC treatment by modulating immune evasion.


Subject(s)
B7-H1 Antigen/metabolism , COP9 Signalosome Complex/metabolism , Death-Associated Protein Kinases/metabolism , I-kappa B Kinase/metabolism , Intracellular Signaling Peptides and Proteins/metabolism , Killer Cells, Natural/immunology , Peptide Hydrolases/metabolism , Stomach Neoplasms/immunology , Stomach Neoplasms/metabolism , Animals , B7-H1 Antigen/genetics , COP9 Signalosome Complex/genetics , Cell Line, Tumor , Death-Associated Protein Kinases/genetics , Down-Regulation , Gene Expression Regulation, Neoplastic , Heterografts , Humans , I-kappa B Kinase/genetics , Intracellular Signaling Peptides and Proteins/genetics , Killer Cells, Natural/metabolism , Mice , Mice, Nude , Models, Biological , Peptide Hydrolases/genetics , Phosphorylation , Prognosis , Stomach Neoplasms/genetics , Tumor Escape/genetics , Tumor Escape/immunology , Ubiquitination , Up-Regulation
3.
Clin Res Hepatol Gastroenterol ; 46(6): 101886, 2022.
Article in English | MEDLINE | ID: mdl-35183792

ABSTRACT

BACKGROUND: Gastrointestinal stromal tumors (GISTs) are the most common mesenchymal tumors of the gastrointestinal tract. Casein kinase 2 (CK2) has been reported to be involved in several cellular processes in multiple cancers. However, the role of CK2 in GIST remains unclear. AIM: We aimed to investigate the combinatorial treatment of imatinib (IM) and CK2 inhibition on the progression of GISTs. METHODS: GIST biopsies and adjacent normal tissues were collected from patients. GIST882 and GIST48 cell lines were subjected to investigate the effect of IM and CK2 inhibition in GIST cells. CCK-8 assay, Caspase-3 activity assay, western blotting, and flow cytometry analysis were employed in the present investigation. RESULTS: Our results showed that CK2 was highly expressed in GIST biopsies, and inhibition of CK2 resulted in decrease in cell viability and increase in apoptosis of GIST cells. Moreover, the combination treatment with CX-4945 (CX) and IM resulted in a more significant decrease in cell viability and increase in cell apoptosis compared with mono-treatment. Mechanistically, the combination treatment influenced the activation of the PI3K/AKT pathway. The activation of the PI3K/AKT pathway reversed the synergistic impacts of the combined treatment on cell viability and apoptosis. CONCLUSION: Our results demonstrated that inhibition of CK2 combined with IM exhibited a synergistic anti-cancer effect on GIST cells through inactivation of the PI3K/AKT pathway.


Subject(s)
Antineoplastic Agents , Gastrointestinal Neoplasms , Gastrointestinal Stromal Tumors , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Apoptosis , Casein Kinase II/pharmacology , Cell Line, Tumor , Gastrointestinal Neoplasms/drug therapy , Gastrointestinal Neoplasms/pathology , Gastrointestinal Stromal Tumors/drug therapy , Gastrointestinal Stromal Tumors/pathology , Humans , Imatinib Mesylate/pharmacology , Imatinib Mesylate/therapeutic use , Phosphatidylinositol 3-Kinases/metabolism , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , Proto-Oncogene Proteins c-akt
4.
Onco Targets Ther ; 13: 3177-3186, 2020.
Article in English | MEDLINE | ID: mdl-32368077

ABSTRACT

BACKGROUND: Prefoldin (PFDN) subunits have recently been found to function importantly in various tumor types, while the role of PFDN subunit 1 (PFDN1) in gastric cancer (GC) remains largely unknown. Herein, we aimed to investigate the clinical significance, the biological role and the underlying mechanism of PFDN1 in GC development. MATERIALS AND METHODS: PFDN1 expression levels were measured in human GC specimens by quantitative real-time PCR (qRT-PCR), Western blot and immunohistochemistry. Furthermore, the effects of aberrant PFDN1 expression on GC cells behavior were assessed by wound-healing assay and transwell assay in vitro, and metastasis assay in nude mice, as well as Wnt/ß-catenin signaling-induced epithelial-mesenchymal transition (EMT)-related markers by qRT-PCR and Western blot. RESULTS: PFDN1 levels were significantly upregulated in GC tissues compared with those in matched adjacent normal tissues. PFDN1 upregulation correlated strongly with clinical metastasis and unfavorable prognosis for GC patients. In vitro and in vivo studies revealed that PFDN1 facilitated GC cell migration, invasion and metastasis. Mechanically, PFDN1 modulated GC cell behavior by activating Wnt/ß-catenin signaling-mediated EMT. CONCLUSION: These results suggested a central role of PFDN1 in GC metastatic development via the Wnt/ß-catenin pathway, thus providing a potential therapeutic target for patients with GC.

5.
Cancer Cell Int ; 18: 170, 2018.
Article in English | MEDLINE | ID: mdl-30386179

ABSTRACT

BACKGROUND: Cancer metastasis is the major reason for cancer related deaths, and the mechanism of cancer metastasis still unclear. RPLP1, a member of a group of proteins known as ribosomal proteins, is associated with tumorigenesis and primary cell immortalization and is involved in cellular transformation. However, the expression and potential function of RPLP1 in TNBC remain unclear. METHODS: The expression of RPLP1 in TNBC tissues and cell lines were detected with Real-Time PCR and western blotting. 81 cases of TNBC tissue samples and adjacent non-tumor tissue samples were tested by immunochemistry to determine the correlation between the RPLP1 expression and clinicopathological characteristics. In vitro, we determined the role and mechanistic pathways of RPLP1 in tumor metastasis in TNBC cell lines. RESULTS: In this study, we detected high levels of RPLP1 expression in TNBC samples and cell lines. RPLP1 is upregulated in triple-negative breast cancer (TNBC) tissues and cells, and high expression levels correlate with an increased risk of recurrence and metastasis. Furthermore, high RPLP1 expression was associated with a poor prognosis and was an independent prognostic marker for TNBC. In RPLP1-induced cancer metastasis, RPLP1 may increase cancer cell invasion, which is likely the result of its effect on the cancer cell epithelial-mesenchymal transition. CONCLUSIONS: Altogether, our findings indicate RPLP1 is a poor prognostic potential biomarker and anti-metastasis candidate therapeutic target in triple-negative breast cancer.

6.
J Mol Graph Model ; 84: 189-196, 2018 09.
Article in English | MEDLINE | ID: mdl-30015051

ABSTRACT

The D816X (X = V, H, Y or F) missense mutation constitutively activates c-Kit kinase in gastrointestinal stromal tumor (GIST) and has been observed to cause acquired resistance against first-line and second-line kinase inhibitors. In the present study, the allosteric mechanism of D816X-induced c-Kit conformational change is investigated at molecular level. The Asp816 residue is located at the activation loop (A-loop) of c-Kit and the mutation can eliminate a negative formal charge from the loop region by substituting the acidic asparagic acid residue with neutral valine, histidine, tyrosine or phenylalanine. Here, we classify the c-Kit kinase into four states in terms of its mutation (wild type or mutant) and conformation (DFG-in or DFG-out). The wild-type kinase is electrostatically stabilized in inactive DFG-out conformation, whereas the D816X mutation can promote the conformational conversion to active DFG-in and then activate the kinase. Structural analysis reveals that the Asp816 residue in DFG-out is surrounded by a number of polar and positively charged residues within its first and second shells of protein context, and kinase conformational change to DFG-in brings this residue into a negative electrostatic potential environment. Dynamics simulation characterizes that the c-Kit conformational conversion from DFG-out to DFG-in can cause local unfavorable effect to type-II inhibitor, while the mutation-induced global structural rearrangement would participate in the favorable interaction of c-Kit with type-I inhibitor.


Subject(s)
Drug Resistance, Neoplasm/genetics , Gastrointestinal Stromal Tumors/genetics , Gastrointestinal Stromal Tumors/metabolism , Mutation , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins c-kit/genetics , Proto-Oncogene Proteins c-kit/metabolism , Alleles , Amino Acid Substitution , Binding Sites , Cell Line, Tumor , Gastrointestinal Stromal Tumors/drug therapy , Gastrointestinal Stromal Tumors/pathology , Humans , Molecular Docking Simulation , Molecular Dynamics Simulation , Molecular Structure , Protein Binding , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/therapeutic use , Proto-Oncogene Proteins c-kit/chemistry , Static Electricity , Thermodynamics
7.
Int J Oncol ; 53(2): 685-693, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29901070

ABSTRACT

Thyroid cancer is a common endocrine cancer, of which papillary thyroid cancer (PTC) is the most common type. Neuregulin 1 (NRG1), a glycoprotein mediating cell­cell signaling, plays vital roles in cellular activities; however, its role in PTC progression remains poorly understood. In this study, we performed immunohistochemistry in 196 samples from patients and found that NRG1, a potential prognostic marker is highly expressed in PTC compared with adjacent normal tissues. Cell Counting kit­8 (CCK­8) and clone formation assays indicated that NRG1 is essential for PTC cell viability and proliferation, probably by regulating redox homeostasis, which was implied by ROS generation analysis and intracellular GSH activity assay. Western blot analysis and RT­qPCR revealed that NRG1 regulates ERK pathway and the pivotal regulator of cellular redox status, nuclear factor E2­related factor 2 (NRF2), which maintains moderate reactive oxygen species (ROS) levels through a set of antioxidant response element (ARE)­containing genes. The immunohistochemical scoring of 196 PTC samples and the analysis of the data of 490 patients from The Cancer Genome Atlas (TCGA) reveled a positive association between the expression of NRG1 and NRF2. Since the presence of NRG1 regulates redox homeostasis through NRF2, protecting PTC cells from the accumulation of ROS and ROS­induced cell death, NRG1 may thus prove to be a potential therapeutic target in the treatment of thyroid cancer.


Subject(s)
Carcinoma, Papillary/metabolism , NF-E2-Related Factor 2/genetics , NF-E2-Related Factor 2/metabolism , Neuregulin-1/metabolism , Thyroid Neoplasms/metabolism , Up-Regulation , Carcinoma, Papillary/genetics , Cell Line, Tumor , Cell Proliferation , Cell Survival , Female , Gene Expression Regulation, Neoplastic , Homeostasis , Humans , Male , Neuregulin-1/genetics , Oxidation-Reduction , Prognosis , Thyroid Cancer, Papillary , Thyroid Neoplasms/genetics
8.
Oncol Rep ; 39(5): 2185-2192, 2018 May.
Article in English | MEDLINE | ID: mdl-29512765

ABSTRACT

KMT5A (known as PR-Set7/9, SETD8 and SET8), a member of the SET domain containing methyltransferase family specifically targeting H4K20 for methylation, has been implicated in multiple biological processes. In the present study, we identified that KMT5A was elevated in 50 pairs of papillary thyroid cancer tissue samples and in cell lines K1 and TPC-1 by qRT-PCR and western blotting, as well as by immunohistochemical staining. CCK-8 assay and flow cytometric analysis revealed that inhibition of KMT5A attenuated proliferation and induced apoptosis. Transwell assays revealed that cell migration and invasion were suppressed in KMT5A-knockdown cells. Moreover, the inhibition of KMT5A arrested the cell cycle in the G1/S phase of papillary thyroid cancer cells. The TCGA data revealed that elevated KMT5A expression was significantly correlated with extrathyroidal extension, lymph node metastasis and advanced pathological stage of papillary thyroid cancer. Furthermore, we observed that inhibition of KMT5A suppressed the expression of SREBP1, SCD, FASN and ACC, key molecules involved in lipid metabolism and decreased the level of malondialdehyde in papillary thyroid cancer cells. In conclusion, KMT5A may be a novel oncogenic factor, specifically a regulator for lipid metabolism in papillary thyroid carcinoma.


Subject(s)
Carcinoma, Papillary/pathology , Histone-Lysine N-Methyltransferase/genetics , Histone-Lysine N-Methyltransferase/metabolism , Lipid Metabolism , Thyroid Neoplasms/pathology , Carcinoma, Papillary/enzymology , Carcinoma, Papillary/genetics , Carcinoma, Papillary/metabolism , Cell Line, Tumor , Cell Proliferation , Cell Survival , Female , Gene Knockdown Techniques , Humans , In Vitro Techniques , Lymphatic Metastasis , Male , Malondialdehyde/metabolism , Neoplasm Staging , Thyroid Cancer, Papillary , Thyroid Neoplasms/enzymology , Thyroid Neoplasms/genetics , Thyroid Neoplasms/metabolism
9.
PLoS One ; 11(12): e0167836, 2016.
Article in English | MEDLINE | ID: mdl-28030550

ABSTRACT

Hemorrhagic Fever with Renal Syndrome (HFRS) is considered as a globally distributed infectious disease, which results in many deaths annually in Hubei Province, China. The outbreak of HFRS is usually characterized with spatio-temporal heterogeneity and is seasonally distributed. Further, it might also be impacted by the influencing factors such as socio-economic and geographical environment. To better understand and predict the outbreak of HFRS in the Hubei Province, the spatio-temporal pattern and influencing factors were investigated in this study. Moran's I Index value was adopted in spatial global autocorrelation analysis to identify the overall spatio-temporal pattern of HFRS outbreak. Kulldorff scan statistical analysis was performed to further identify the changing trends of the clustering patterns of HFRS outbreak. Spearman's rank correlation analysis was used to explore the possible influencing factors on HFRS epidemics such as climate and geographic. The results demonstrated that HFRS outbreak in Hubei Province decreased from 2005 to 2012 in general while increasing slightly from 2012 to 2014. The spatial and temporal scan statistical analysis indicated that HFRS epidemic was temporally clustered in summer and autumn from 2005 to 2014 except 2008 and 2011. The seasonal epidemic pattern of HFRS in Hubei Province was characterized by a bimodal pattern (March to May and September to November) while peaks often occurring in the spring time. SEOV-type HFRS was presumed to influence more on the total number of HFRS incidence than HTNV-type HFRS do. The average humidity and human population density were the main influencing factors during these years. HFRS outbreaks were more in plains than in other areas of Hubei Province. We did not find that whether the terrain of the wetland (water system) plays a significant role in the outbreak of HFRS incidence. With a better understanding of rodent infection rate, socio-economic status and ecological environment characteristics, this study may help to reduce the outbreak of HFRS disease.


Subject(s)
Hemorrhagic Fever with Renal Syndrome/epidemiology , Spatio-Temporal Analysis , China/epidemiology , Cluster Analysis , Disease Outbreaks/statistics & numerical data , Humans , Seasons
10.
Article in English | MEDLINE | ID: mdl-27801870

ABSTRACT

Hemorrhagic fever with renal syndrome (HFRS) is considered a globally distributed infectious disease which results in many deaths annually in Hubei Province, China. In order to conduct a better analysis and accurately predict HFRS incidence in Hubei Province, a new model named Seasonal Difference-Geographically and Temporally Weighted Regression (SD-GTWR) was constructed. The SD-GTWR model, which integrates the analysis and relationship of seasonal difference, spatial and temporal characteristics of HFRS (HFRS was characterized by spatiotemporal heterogeneity and it is seasonally distributed), was designed to illustrate the latent relationships between the spatio-temporal pattern of the HFRS epidemic and its influencing factors. Experiments from the study demonstrated that SD-GTWR model is superior to traditional models such as GWR- based models in terms of the efficiency and the ability of providing influencing factor analysis.


Subject(s)
Disease Outbreaks/statistics & numerical data , Hemorrhagic Fever with Renal Syndrome/epidemiology , Seasons , China/epidemiology , Cluster Analysis , Hemorrhagic Fever with Renal Syndrome/prevention & control , Humans , Incidence , Linear Models , Spatio-Temporal Analysis
11.
Oncol Lett ; 12(6): 4435-4438, 2016 Dec.
Article in English | MEDLINE | ID: mdl-28101206

ABSTRACT

In this study, we present a case of a 52-year-old male with a chondrosarcoma of the left lamina of the thyroid cartilage. Pre-operative evaluations detected typical calcifications and delineated the extent of the tumor. The patient underwent a total laryngectomy to ensure the complete resection of the tumor. The tumor was histopathologically found to consist of chondrocytes in a hyaline cartilage matrix. The patient's post-operative course has been successful apart from the permanent tracheostomy. Herien, we discuss the methods and rationales for the diagnosis and management of and recovery from this rare tumor, and also provide a review of the literature.

12.
Int J Surg ; 12(7): 645-8, 2014.
Article in English | MEDLINE | ID: mdl-24879343

ABSTRACT

BACKGROUND: The aim of this study is to evaluate the safety and feasibility of laparoscopic common bile duct exploration and primary closure of choledochotomy for the patients with common bile duct stones (CBDS) who failed in endoscopic sphincterotomy (EST). METHODS: Between January 2007 and June 2012, a total of 78 patients who subjected to endoscopic retrograde cholangiopancreatography (ERCP) and EST, but failed in endoscopic stone extraction, were referred to us. The following day, laparoscopic cholecystectomy, laparoscopic common bile duct exploration (LCBDE) and primary closure of choledochotomy were performed in all patients. RESULTS: No intraoperative complications were experienced in the patients. 6 patients required conversion to open cholecystectomy due to impacted stones. The mean operative time was 145 min. The mean postoperative hospital stay was 6d. All the patients achieved successful stone clearance. 13 cases had slight bile leaks, which resolved spontaneously. None of the patients experienced biliary peritonitis, biliary fistula, pancreatitis, or cholangitis. CONCLUSION: If it is performed by experienced laparoscopic surgeons, primary closure following immediate laparoscopic common bile duct exploration (LCBDE) is safe and feasible for patients with CBDS who fail in endoscopic stone extraction.


Subject(s)
Choledocholithiasis/surgery , Common Bile Duct/surgery , Gallstones/surgery , Sphincterotomy, Endoscopic , Adult , Aged , Aged, 80 and over , Cholangiopancreatography, Endoscopic Retrograde , Cholecystectomy, Laparoscopic , Choledocholithiasis/diagnostic imaging , Feasibility Studies , Gallstones/diagnostic imaging , Humans , Laparoscopy , Male , Middle Aged , Treatment Outcome
13.
In Vitro Cell Dev Biol Anim ; 49(8): 576-82, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23771793

ABSTRACT

In this study, we aimed to study the role of growth factor receptor-bound protein 2 (Grb2) in palmitic acid-induced steatosis and other "fatty liver" symptoms in vitro. HepG2 cells, with or without stably suppressed Grb2 expression, were incubated with palmitic acid for 24 h to induce typical clinical "fatty liver" features, including steatosis, impaired glucose metabolism, oxidative stress, and apoptosis. MTT and Oil Red O assays were applied to test cell viability and fat deposition, respectively. Glucose uptake assay was used to evaluate the glucose utilization of cells. Quantitative polymerase chain reaction and Western blot were used to measure expressional changes of key markers of insulin signaling, lipid/glucose metabolism, oxidative stress, and apoptosis. After 24-h palmitic acid induction, increased fat accumulation, reduced glucose uptake, impaired insulin signaling, enhanced oxidative stress, and increased apoptosis were observed in HepG2 cells. Suppression of Grb2 in HepG2 significantly reduced fat accumulation, improved glucose metabolism, ameliorated oxidative stress, and restored the activity of insulin receptor substrate-1/Akt and MEK/ERK pathways. In addition, Grb2 deficiency attenuated hepatic apoptosis shown by reduced activation of caspase-3 and fluorescent staining. Modulation of Bcl-2 and Bak1 also contributed to reduced apoptosis. In conclusion, suppression of Grb2 expression in HepG2 cells improved hepatic steatosis, glucose metabolism, oxidative stress, and apoptosis induced by palmitic acid incubation partly though modulating the insulin signaling pathway.


Subject(s)
Fatty Liver/metabolism , GRB2 Adaptor Protein/metabolism , Insulin/metabolism , Palmitic Acid/pharmacology , Apoptosis/drug effects , Caspase 3/metabolism , Cell Survival/drug effects , Fatty Liver/chemically induced , Fatty Liver/pathology , GRB2 Adaptor Protein/genetics , Gene Expression Regulation/drug effects , Genes, bcl-2/genetics , Hep G2 Cells , Humans , In Vitro Techniques , Insulin/genetics , Lipid Metabolism/genetics , Oxidative Stress/drug effects , Signal Transduction/drug effects , bcl-2 Homologous Antagonist-Killer Protein/metabolism
14.
J Biomed Inform ; 44(4): 576-86, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21277997

ABSTRACT

There is a need to provide a more effective user interface to facilitate non-domain experts' health information seeking in authoritative online databases such as MEDLINE. We developed a new topic cluster based information navigation system called SimMed. Instead of offering a list of documents, SimMed presents users with a list of ranked clusters. Topically similar documents are grouped together to provide users with a better overview of the search results and to support exploration of similar literature within a cluster. We conducted an empirical user study to compare SimMed to a traditional document list based search interface. A total of 42 study participants were recruited to use both interfaces for health information exploration search tasks. The results showed that SimMed is more effective in terms of users' perceived topic knowledge changes and their engagement in user-system interactions. We also developed a new metric to assess users' efforts to find relevant citations. On average, users need significantly fewer clicks to find relevant information in SimMed than in the baseline system. Comments from study participants indicated that SimMed is more helpful in finding similar citations, providing related medical terms, and presenting better organized search results, particularly when the initial search is unsatisfactory. Findings from the study shed light on future health and biomedical information retrieval system and interface designs.


Subject(s)
Data Mining/methods , Medical Informatics Applications , User-Computer Interface , Algorithms , Cluster Analysis , Female , Humans , MEDLINE , Male , Surveys and Questionnaires , United States
15.
BMC Bioinformatics ; 7: 452, 2006 Oct 13.
Article in English | MEDLINE | ID: mdl-17038193

ABSTRACT

BACKGROUND: Microarray has been widely used to measure the relative amounts of every mRNA transcript from the genome in a single scan. Biologists have been accustomed to reading their experimental data directly from tables. However, microarray data are quite large and are stored in a series of files in a machine-readable format, so direct reading of the full data set is not feasible. The challenge is to design a user interface that allows biologists to usefully view large tables of raw microarray-based gene expression data. This paper presents one such interface--an electronic table (E-table) that uses fisheye distortion technology. RESULTS: The Fisheye Viewer for microarray-based gene expression data has been successfully developed to view MIAME data stored in the MAGE-ML format. The viewer can be downloaded from the project web site http://polaris.imt.uwm.edu:7777/fisheye/. The fisheye viewer was implemented in Java so that it could run on multiple platforms. We implemented the E-table by adapting JTable, a default table implementation in the Java Swing user interface library. Fisheye views use variable magnification to balance magnification for easy viewing and compression for maximizing the amount of data on the screen. CONCLUSION: This Fisheye Viewer is a lightweight but useful tool for biologists to quickly overview the raw microarray-based gene expression data in an E-table.


Subject(s)
Information Storage and Retrieval/methods , Oligonucleotide Array Sequence Analysis/methods , Software , User-Computer Interface , Gene Expression , Programming Languages , Statistics as Topic
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