1.Identification of prognosis-related key genes in hepatocellular carcinoma based on bioinformatics analysis.
Qian XIE ; Yingshan ZHU ; Ge HUANG ; Yue ZHAO
Journal of Central South University(Medical Sciences) 2025;50(2):167-180
OBJECTIVES:
Hepatocellular carcinoma is one of the most common primary malignant tumors with the third highest mortality rate worldwide. This study aims to identify key genes associated with hepatocellular carcinoma prognosis using the Gene Expression Omnibus (GEO) database and provide a theoretical basis for discovering novel prognostic biomarkers for hepatocellular carcinoma.
METHODS:
Hepatocellular carcinoma-related datasets were retrieved from the GEO database. Differentially expressed genes (DEGs) were identified using the GEO2R tool. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed using the Database for Annotation, Visualization, and Integrated Discovery (DAVID). A protein-protein interaction (PPI) network was constructed using the Search Tool for the Retrieval of Interacting Genes/Proteins (STRING), and key genes were identified using Cytoscape software. The University of Alabama at Birmingham Cancer Data Analysis Resource (UALCAN) was used to analyze the expression levels of key genes in normal and hepatocellular carcinoma tissues, as well as their associations with pathological grade, clinical stage, and patient survival. The Human Protein Atlas (THPA) was used to further validate the impact of key genes on overall survival. Expression levels of key genes in the blood of hepatocellular carcinoma patients were evaluated using the expression atlas of blood-based biomarkers in the early diagnosis of cancers (BBCancer).
RESULTS:
A total of 78 DEGs were identified from the GEO database. GO and KEGG analyses indicated that these genes may contribute to hepatocellular carcinoma progression by promoting cell division and regulating protein kinase activity. Sixteen key genes were screened via Cytoscape and validated using UALCAN and THPA. These genes were overexpressed in hepatocellular carcinoma tissues and were associated with disease progression and poor prognosis. Finally, BBCancer analysis showed that ASPM and NCAPG were also elevated in the blood of hepatocellular carcinoma patients.
CONCLUSIONS
This study identified 16 key genes as potential prognostic biomarkers for hepatocellular carcinoma, among which ASPM and NCAPG may serve as promising blood-based markers for hepatocellular carcinoma.
Humans
;
Carcinoma, Hepatocellular/mortality*
;
Liver Neoplasms/pathology*
;
Prognosis
;
Computational Biology/methods*
;
Protein Interaction Maps/genetics*
;
Biomarkers, Tumor/genetics*
;
Gene Expression Regulation, Neoplastic
;
Gene Expression Profiling
;
Gene Ontology
;
Databases, Genetic
2.Ferroptosis-related genes in osteoporosis: a bioinformatics analysis and in vitro study.
Yushuang XIA ; Bo WANG ; Pengfei PAN ; Xiangshun REN ; Lixi GAO ; Jian XIONG ; Yan MA
Journal of Zhejiang University. Medical sciences 2024;53(6):680-690
OBJECTIVES:
To explore ferroptosis-related genes in osteoporosis through bioinformatic analysis and in vitro study.
METHODS:
Osteoporosis-related genes were identified from dataset GSE35958 in the Gene Expression Omnibus database; and the ferroptosis-related genes were identified from the FerrDb database. These were intersected with the differentially expressed genes in GSE35958 to obtain ferroptosis-related genes in osteoporosis. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis were performed for the differentially expressed genes. And Spearman correlation and protein-protein interaction network analysis were performed. Then, the hub genes of ferroptosis in osteoporosis were screened by Degree, MNC, EPC, MCC and DMNC in Cytoscape software CytoHubba plugin; and analyzed with receiver operating characteristic (ROC) curves. The bone marrow mesenchymal stem cells from osteoporosis patients (osteoporosis group) and non-osteoporosis patients (control group) were subjected to quantitative reverse transcription polymerase chain reaction to detect the messenger RNA expression of ferroptosis hub genes in both groups.
RESULTS:
A total of 32 differentially expressed genes related to ferroptosis in osteoporosis were identified, including 26 up-regulated genes and 6 down-regulated genes. GO enrichment analysis showed that the identified genes were mainly involved in intercellular adhesion, lipid metabolism and cytokine response. KEGG enrichment analysis showed that the genes were mainly involved in signaling pathways of adhesive plaques, MAPK, PI3K-Akt, and Wnt. Spearman correlation analysis showed correlation among differentially expressed genes. Six hub genes for ferroptosis in osteoporosis were obtained, namely MAPK3, CDKN1A, MAP1LC3A, TNF, RELA, and TGF-β1. ROC curve analysis showed that these hub genes had good diagnostic performance in osteoporosis and may become potential biomarkers of osteoporosis. In vitro experiments confirmed significant differences in these hub genes between the control group and the osteoporosis group (all P<0.05).
CONCLUSIONS
This study has identified six ferroptosis-related hub genes in osteoporosis, which may be used as novel biomarkers for the early diagnosis and treatment of osteoporosis.
Osteoporosis/genetics*
;
Humans
;
Computational Biology
;
Ferroptosis/genetics*
;
Protein Interaction Maps/genetics*
;
Gene Ontology
;
Mesenchymal Stem Cells/metabolism*
;
Gene Expression Profiling
;
Databases, Genetic
3.Proteomics and peptidomics analysis of Sepiae Endoconcha.
Rui LIU ; Shuang WEI ; Xin-Zhi WANG ; Jian-Ming CHENG ; Hao WU
China Journal of Chinese Materia Medica 2020;45(16):3883-3889
Shotgun based proteomics and peptidomics analysis were used to investigate the proteins and peptides in marine traditional Chinese medicine(TCM) Sepiae Endoconcha(cuttlebone). Peptides were extracted from cuttlebone by acidified methanol, and then strong cation exchange(SCX) resin was used to enrich those peptides. Also, proteins from cuttlebone were extracted and digested by trypsin. nano-LC Q Exactive Orbitrap mass spectrometry was used to analyze proteins and peptides from cuttlebone. As a result, a total of 16 proteins and 168 peptides were identified by protein database search, and 328 peptides were identified by De novo sequencing. The identified proteins were hemocyanin, enolase, myosin, actin, calmodulin, etc., and the identified peptides were derived from actin, histone, and tubulin. All these proteins and peptides were important components in cuttlebone, which would provide important theoretical and research basis for marine TCM cuttlebone investigations.
Cations
;
Databases, Protein
;
Mass Spectrometry
;
Peptides
;
Proteomics
4.Necessity of Guidelines for Research in Forensic Science: DNA Identification
Korean Journal of Legal Medicine 2019;43(2):54-63
Forensic science is an academic field that utilizes scientific knowledge and the conducting of research in legal procedures. Recently, legal science has been receiving more attention since the use of DNA identification started, especially in criminal procedures, in accordance with the development of human genetics. DNA identification has been used to identify criminals by analyzing humanoriginated biological materials obtained from crime scenes, and, more recently, the breadth and effectiveness of their use has been increasing with the operation of DNA databases. The Korean government regulates the operation and utilization of the DNA database through the “Act on Use and Protection of DNA Identification Information.” Meanwhile, the actual study of human genetics is regulated by the “Bioethics and Safety Act.” Professional areas, such as forensic science, are not areas where regulation by the laws is appropriate. However, the core part of behavior has to be ruled by the laws, considering the impact of scientific achievements on society and individuals when they are utilized. Since most scientific research and performance utilization belong in the scientific and technological domains, regulation through experts' autonomous guidelines is more appropriate. For the regulation of biomedical research through ethical guidelines, some requirements should be satisfied: the ethical guideline should be made by suitable professionals; the ethical guideline should be scientifically and ethically reliable; the ethical guideline should be enforced by a trustworthy institution; and most importantly, the scientist community should be trustworthy.
Crime
;
Criminals
;
Databases, Nucleic Acid
;
DNA
;
Forensic Sciences
;
Genetics, Medical
;
Humans
;
Jurisprudence
5.Cytochrome C Oxidase Subunit 1, Internal Transcribed Spacer 1, Nicotinamide Adenine Dinucleotide Hydrogen Dehydrogenase Subunits 2 and 5 of Clonorchis sinensis Ancient DNA Retrieved from Joseon Dynasty Mummy Specimens
Jong Ha HONG ; Chang Seok OH ; Jong Yil CHAI ; Min SEO ; Dong Hoon SHIN
Journal of Korean Medical Science 2019;34(20):e149-
We analyzed Clonorchis sinensis ancient DNA (aDNA) acquired from the specimens of the Joseon mummies. The target regions were cytochrome C oxidase subunit 1 (CO1), internal transcribed spacer 1 (ITS1), nicotinamide adenine dinucleotide hydrogen (NADH) dehydrogenase subunits 2 (NAD2) and 5 (NAD5). The sequences of C. sinensis aDNA was completely or almost identical to modern C. sinensis sequences in GenBank. We also found that ITS1, NAD2 and NAD5 could be good markers for molecular diagnosis between C. sinensis and the other trematode parasite species. The current result could improve our knowledge about genetic history of C. sinensis.
Clonorchis sinensis
;
Cytochromes c
;
Cytochromes
;
Databases, Nucleic Acid
;
Diagnosis
;
DNA
;
Electron Transport Complex IV
;
Hydrogen
;
Mummies
;
NAD
;
Niacinamide
;
Oxidoreductases
;
Parasites
;
Republic of Korea
6.Molecular Prevalence of Cryptosporidium spp. in Breeding Kennel Dogs
Naoyuki ITOH ; Hazuki TANAKA ; Yuko IIJIMA ; Satoshi KAMESHIMA ; Yuya KIMURA
The Korean Journal of Parasitology 2019;57(2):197-200
Cryptosporidium is a common intestinal protozoan that can lead to diarrhea in humans and dogs. The predominant species of infection are C. hominis and C. parvum in humans, and C. canis in dogs. However, C. canis can infect immunocompromised humans. Considering the close contact with humans, dogs have the potential to be reservoirs for human cryptosporidiosis. Breeding kennels are the major supply source of puppies for pet shops. The present study is to determine the molecular prevalence and characteristics of Cryptosporidium spp. found in breeding kennel dogs. A total of 314 fecal samples were collected from young and adult dogs kept in 5 breeding kennels. A polymerase chain reaction targeting the small subunit rRNA gene was employed for the detection of Cryptosporidium spp. To determine the species, the DNA sequences were compared to GenBank data. Overall, 21.0% of the fecal samples were positive for Cryptosporidium spp. infection. Cryptosporidium spp. was detected in all 5 facilities. A sequencing analysis demonstrated that all isolates shared 99–100% similarity with C. canis. The results suggest that Cryptosporidium spp. infection is present at a high-level in breeding kennel dogs. However, because dominant species in this survey was C. canis, the importance of breeding kennel dogs as reservoirs for Cryptosporidium spp. transmission to humans is likely to be low in Japan.
Adult
;
Animals
;
Base Sequence
;
Breeding
;
Cryptosporidiosis
;
Cryptosporidium
;
Databases, Nucleic Acid
;
Diarrhea
;
Dogs
;
Genes, rRNA
;
Humans
;
Japan
;
Polymerase Chain Reaction
;
Prevalence
7.Mitochondrial DNA Sequence Variability of Spirometra Species in Asian Countries
Hyeong Kyu JEON ; Keeseon S EOM
The Korean Journal of Parasitology 2019;57(5):481-487
Mitochondrial DNA sequence variability of Spirometra erinaceieuropaei in GenBank was observed by reinvestigation of mitochondrial cox1 and cytb sequences. The DNA sequences were analyzed in this study, comprising complete DNA sequences of cox1 (n=239) and cytb (n=213) genes. The 10 complete mitochondrial DNA sequences of Spirometra species were compared with those of Korea, China and Japan. The sequences were analyzed for nucleotide composition, conserved sites, variable sites, singleton sites and parsimony-informative sites. Phylogenetic analyses was done using neighbor joining, maximum parsimony, Bayesian inference and maximum-likelihood on cox1 and cytb sequences of Spirometra species. These polymorphic sites identified 148 (cox1) and 83 (cytb) haplotypes within 239 and 213 isolates from 3 Asian countries. Phylogenetic tree topologies were presented high-level confidence values for the 2 major branches of 2 Spirometra species containing S. erinaceieuropaei and S. decipiens, and S. decipiens sub-clades including all sequences registered as S. erinaceieuropaei in cox1 and cytb genes. These results indicated that mitochondrial haplotypes of S. erinaceieuropaei and S. decipiens were found in the 3 Asian countries.
Asian Continental Ancestry Group
;
Base Sequence
;
China
;
Databases, Nucleic Acid
;
DNA, Mitochondrial
;
Haplotypes
;
Humans
;
Japan
;
Korea
;
Mitochondria
;
Spirometra
;
Trees
8.Molecular Detection of Coxiella burnetii in Cattle on Ulleung Island, Korea: A Population-based Study with Four Years of Follow Up
Min Goo SEO ; Oh Deog KWON ; Dongmi KWAK
The Korean Journal of Parasitology 2019;57(1):69-73
In a population-based study with 4 years of follow up, we evaluated the prevalence of Coxiella burnetii in cattle on Ulleung Island, Korea. In this study, the rates of C. burnetii infection in cattle on Ulleung Island were determined by PCR and were found to be 0.3–1.0% in the period 2011–2014. All 17 C. burnetii partial 16S rRNA gene sequences from PCR-positive cattle were identical and 2 geographic representatives were included in our analysis. The nucleotide sequences of the 2 samples showed high (98.4–100%) identity with C. burnetii sequences obtained from the GenBank. In this long-term tracking study, the number of cattle positive for C. burnetii on Ulleung Island was low. To prevent the transmission of C. burnetii on Ulleung Island, control strategy should include biosecurity improvement in surveillance, livestock management, administering suitable tests before purchasing animals to detect C. burnetii shedders, and restricting movements between herds.
Animals
;
Base Sequence
;
Cattle
;
Coxiella burnetii
;
Coxiella
;
Databases, Nucleic Acid
;
Follow-Up Studies
;
Genes, rRNA
;
Korea
;
Livestock
;
Phylogeny
;
Polymerase Chain Reaction
;
Prevalence
9.Lipid regulation mechanism and dosage form selection of Xixian Tongshuan Preparation based on molecular simulation methods.
Yin-Zhen LUO ; Bo-Wen ZHAO ; Xi CHEN ; Yu GU ; Yan-Ling ZHANG
China Journal of Chinese Materia Medica 2019;44(7):1436-1441
Atherosclerosis is the main cause of stroke, and dyslipidemia is the most important risk factor for atherosclerosis. In this paper, pharmacophore and molecular docking models of eight key lipid-lowering targets, namely NPC1 L1, HMG-CoA reductase, SQS, MTP, CETP, PPARα, LXRα and LXRβ, were used to screen out the small molecular database of traditional Chinese medicine(TCM), which was made up of ingredients of thirteen Chinese herbal medicines contained in Xixian Tongshuan Preparation. The screening results indicated that the preparation could showed an effect in regulating lipid on target NPC1 L1, HMG-CoA reductase, LXRβ and SQS through four groups of potential active compounds, namely prupersin A in peach kernel and suffruticoside A in gastrodiaelata, limocitrin-β-D-glucoside in Ligusticum chuanxiong, 2'-(2,3-dihydroxybenzoyl)-sweroside in Pinellia ternate and quercitrin in Panax notoginseng, 4-tert-butyl-2-[(5-tert-butyl-2-hydroxy-phenyl)methoxy-methyl]-6-(hydroxymethyl)phenol in Gastrodia elata. Moreover, the properties and extraction process of the most potentialactive compounds were consistent with the preparation process of Xixian Tongshuan Capsules, which indicated that the capsule had more advantages than the pill in the existing two dosage forms of Xixian Tongshuan Preparation. This study analyzed the pharmacodynamic basis and mechanism of Xixian Tongshuan Capsules in regulating lipid for treating stroke, and provided evidence for its further research and clinical application.
Databases, Chemical
;
Drugs, Chinese Herbal
;
pharmacology
;
Lipid Metabolism
;
Lipids
;
Medicine, Chinese Traditional
;
Molecular Docking Simulation
10.DNA Molecular Identification of Human Phenotypic Characteristics--New Progress Over the Past Five Years.
Hao Tian MENG ; Qiong LAN ; Bo Feng ZHU
Journal of Forensic Medicine 2019;35(5):512-518
Molecular identification of human externally visible characteristic (EVC), which is also called forensic DNA phenotyping (FDP), can serve as a "molecular witness" when the routine investigations can not determine the identity of a criminal and the DNA database find no match after comparison. FDP could assist in investigation of cases by inferring the externally visible phenotypic characteristics from DNA obtained from the biological materials left at crime scenes, or unknown corpses. In the last few years, studies on the selection of EVC related molecular markers have been reported frequently and some of the EVCs could already be inferred with a certain accuracy, such as hair color and iris color. Further fundamental research on molecular genetics of human external phenotypic characteristics, as well as the continuous innovation on molecular biological technology would promote the rapid development of DNA molecular identification of human phenotypic characteristics.
DNA/genetics*
;
Databases, Nucleic Acid
;
Eye Color/genetics*
;
Forensic Anthropology/trends*
;
Forensic Genetics/trends*
;
Hair Color/genetics*
;
Humans
;
Phenotype
;
Physical Appearance, Body/genetics*
;
Skin Pigmentation/genetics*

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