Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: PSMG3

Gene summary for PSMG3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PSMG3

Gene ID

84262

Gene nameproteasome assembly chaperone 3
Gene AliasC7orf48
Cytomap7p22.3
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

A0A024R806


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
84262PSMG3TumorHumanCervixCC1.47e-266.24e-010.1241
84262PSMG3sample3HumanCervixCC1.27e-215.28e-010.1387
84262PSMG3T3HumanCervixCC2.19e-205.33e-010.1389
84262PSMG3LZE2THumanEsophagusESCC2.46e-037.92e-010.082
84262PSMG3LZE4THumanEsophagusESCC4.95e-113.35e-010.0811
84262PSMG3LZE5THumanEsophagusESCC2.57e-022.17e-010.0514
84262PSMG3LZE7THumanEsophagusESCC1.83e-074.28e-010.0667
84262PSMG3LZE8THumanEsophagusESCC6.41e-063.33e-010.067
84262PSMG3LZE20THumanEsophagusESCC2.06e-104.36e-010.0662
84262PSMG3LZE22D1HumanEsophagusHGIN1.52e-082.80e-010.0595
84262PSMG3LZE22THumanEsophagusESCC3.77e-097.54e-010.068
84262PSMG3LZE24THumanEsophagusESCC1.31e-134.76e-010.0596
84262PSMG3LZE21THumanEsophagusESCC1.08e-023.45e-010.0655
84262PSMG3LZE6THumanEsophagusESCC2.63e-144.53e-010.0845
84262PSMG3P1T-EHumanEsophagusESCC2.26e-208.58e-010.0875
84262PSMG3P2T-EHumanEsophagusESCC5.16e-407.68e-010.1177
84262PSMG3P4T-EHumanEsophagusESCC5.39e-441.07e+000.1323
84262PSMG3P5T-EHumanEsophagusESCC1.18e-521.03e+000.1327
84262PSMG3P8T-EHumanEsophagusESCC5.22e-204.57e-010.0889
84262PSMG3P9T-EHumanEsophagusESCC9.61e-388.28e-010.1131
Page: 1 2 3 4 5 6 7 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:005113118EsophagusHGINchaperone-mediated protein complex assembly10/258723/187235.09e-047.38e-0310
GO:00432483EsophagusHGINproteasome assembly6/258712/187233.03e-032.88e-026
GO:004324811EsophagusESCCproteasome assembly11/855212/187231.26e-036.06e-0311
GO:005113119EsophagusESCCchaperone-mediated protein complex assembly17/855223/187235.73e-032.13e-0217
GO:00511316LiverCirrhoticchaperone-mediated protein complex assembly16/463423/187237.54e-061.15e-0416
GO:0043248LiverCirrhoticproteasome assembly9/463412/187233.59e-043.03e-039
GO:00432481LiverHCCproteasome assembly12/795812/187233.46e-053.45e-0412
GO:005113111LiverHCCchaperone-mediated protein complex assembly17/795823/187232.28e-031.13e-0217
GO:00432482Oral cavityOSCCproteasome assembly11/730512/187232.45e-041.57e-0311
GO:005113116Oral cavityOSCCchaperone-mediated protein complex assembly17/730523/187237.28e-043.98e-0317
GO:005113117Oral cavityLPchaperone-mediated protein complex assembly17/462323/187239.55e-072.43e-0517
GO:0051131110SkincSCCchaperone-mediated protein complex assembly16/486423/187231.47e-051.82e-0416
GO:00432484SkincSCCproteasome assembly10/486412/187235.36e-055.38e-0410
GO:0051131111ThyroidPTCchaperone-mediated protein complex assembly14/596823/187233.91e-031.87e-0214
GO:005113132ThyroidATCchaperone-mediated protein complex assembly14/629323/187236.70e-032.67e-0214
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
PSMG3SNVMissense_Mutationc.243C>Gp.Asn81Lysp.N81KQ9BT73protein_codingtolerated(0.07)probably_damaging(0.913)TCGA-D8-A27I-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadrimycin+cyclophosphamideSD
PSMG3SNVMissense_Mutationc.104N>Cp.Val35Alap.V35AQ9BT73protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
PSMG3SNVMissense_Mutationrs61740072c.38C>Tp.Thr13Metp.T13MQ9BT73protein_codingtolerated(0.1)possibly_damaging(0.544)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PSMG3SNVMissense_Mutationnovelc.263N>Tp.Gln88Leup.Q88LQ9BT73protein_codingdeleterious(0.04)benign(0.437)TCGA-AG-A02G-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapyfolinicPD
PSMG3SNVMissense_Mutationnovelc.161N>Tp.Ala54Valp.A54VQ9BT73protein_codingdeleterious(0.03)benign(0.053)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
PSMG3SNVMissense_Mutationnovelc.254N>Gp.Phe85Cysp.F85CQ9BT73protein_codingdeleterious(0.04)probably_damaging(0.988)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PSMG3SNVMissense_Mutationc.361N>Tp.Val121Leup.V121LQ9BT73protein_codingtolerated(0.05)benign(0.255)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PSMG3SNVMissense_Mutationc.240G>Tp.Lys80Asnp.K80NQ9BT73protein_codingdeleterious(0.01)probably_damaging(0.968)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
PSMG3SNVMissense_Mutationnovelc.254N>Cp.Phe85Serp.F85SQ9BT73protein_codingtolerated(0.16)possibly_damaging(0.521)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PSMG3SNVMissense_Mutationnovelc.36G>Tp.Lys12Asnp.K12NQ9BT73protein_codingtolerated(0.22)benign(0.094)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
Page: 1 2 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
Page: 1