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: MED30

Gene summary for MED30

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MED30

Gene ID

90390

Gene namemediator complex subunit 30
Gene AliasMED30S
Cytomap8q24.11
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96HR3


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
90390MED30LZE4THumanEsophagusESCC6.49e-288.87e-010.0811
90390MED30LZE7THumanEsophagusESCC4.20e-055.12e-010.0667
90390MED30LZE8THumanEsophagusESCC3.33e-134.69e-010.067
90390MED30LZE20THumanEsophagusESCC6.93e-114.83e-010.0662
90390MED30LZE22THumanEsophagusESCC4.25e-024.78e-010.068
90390MED30LZE24THumanEsophagusESCC1.05e-257.82e-010.0596
90390MED30LZE21THumanEsophagusESCC4.44e-054.11e-010.0655
90390MED30LZE6THumanEsophagusESCC4.23e-093.80e-010.0845
90390MED30P1T-EHumanEsophagusESCC7.46e-084.96e-010.0875
90390MED30P2T-EHumanEsophagusESCC5.29e-468.98e-010.1177
90390MED30P4T-EHumanEsophagusESCC3.08e-339.10e-010.1323
90390MED30P5T-EHumanEsophagusESCC1.76e-277.37e-010.1327
90390MED30P8T-EHumanEsophagusESCC2.39e-307.01e-010.0889
90390MED30P9T-EHumanEsophagusESCC6.02e-288.33e-010.1131
90390MED30P10T-EHumanEsophagusESCC5.54e-508.98e-010.116
90390MED30P11T-EHumanEsophagusESCC3.69e-114.99e-010.1426
90390MED30P12T-EHumanEsophagusESCC1.00e-458.42e-010.1122
90390MED30P15T-EHumanEsophagusESCC1.23e-367.97e-010.1149
90390MED30P16T-EHumanEsophagusESCC7.46e-571.19e+000.1153
90390MED30P17T-EHumanEsophagusESCC3.60e-097.00e-010.1278
Page: 1 2 3 4 5 6 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:009872714EsophagusESCCmaintenance of cell number90/8552134/187233.94e-075.43e-0690
GO:001982714EsophagusESCCstem cell population maintenance88/8552131/187235.23e-076.97e-0688
GO:00063673EsophagusESCCtranscription initiation from RNA polymerase II promoter56/855277/187231.30e-061.59e-0556
GO:000635211EsophagusESCCDNA-templated transcription, initiation86/8552130/187231.88e-062.19e-0586
GO:00602603EsophagusESCCregulation of transcription initiation from RNA polymerase II promoter25/855233/187234.30e-042.43e-0325
GO:200014212EsophagusESCCregulation of DNA-templated transcription, initiation29/855240/187235.32e-042.93e-0329
GO:20001443EsophagusESCCpositive regulation of DNA-templated transcription, initiation21/855231/187231.10e-023.70e-0221
GO:001982711LiverCirrhoticstem cell population maintenance48/4634131/187231.58e-031.03e-0248
GO:0006367LiverCirrhotictranscription initiation from RNA polymerase II promoter31/463477/187231.91e-031.20e-0231
GO:009872711LiverCirrhoticmaintenance of cell number48/4634134/187232.70e-031.58e-0248
GO:0060260LiverCirrhoticregulation of transcription initiation from RNA polymerase II promoter15/463433/187237.61e-033.60e-0215
GO:2000142LiverCirrhoticregulation of DNA-templated transcription, initiation17/463440/187231.04e-024.61e-0217
GO:00063671LiverHCCtranscription initiation from RNA polymerase II promoter52/795877/187237.87e-069.27e-0552
GO:0006352LiverHCCDNA-templated transcription, initiation78/7958130/187234.19e-054.11e-0478
GO:00987272LiverHCCmaintenance of cell number77/7958134/187233.32e-042.33e-0377
GO:20001421LiverHCCregulation of DNA-templated transcription, initiation28/795840/187234.01e-042.71e-0328
GO:00602601LiverHCCregulation of transcription initiation from RNA polymerase II promoter24/795833/187234.24e-042.85e-0324
GO:00198272LiverHCCstem cell population maintenance75/7958131/187234.58e-043.04e-0375
GO:2000144LiverHCCpositive regulation of DNA-templated transcription, initiation21/795831/187234.01e-031.76e-0221
GO:0060261LiverHCCpositive regulation of transcription initiation from RNA polymerase II promoter17/795825/187238.94e-033.45e-0217
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0491928EsophagusESCCThyroid hormone signaling pathway78/4205121/84656.79e-042.23e-031.14e-0378
hsa04919113EsophagusESCCThyroid hormone signaling pathway78/4205121/84656.79e-042.23e-031.14e-0378
hsa0491912LiverHCCThyroid hormone signaling pathway75/4020121/84658.76e-043.38e-031.88e-0375
hsa0491913LiverHCCThyroid hormone signaling pathway75/4020121/84658.76e-043.38e-031.88e-0375
hsa0491926Oral cavityOSCCThyroid hormone signaling pathway73/3704121/84651.63e-045.52e-042.81e-0473
hsa04919112Oral cavityOSCCThyroid hormone signaling pathway73/3704121/84651.63e-045.52e-042.81e-0473
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
MED30TUFColorectumCRCARID3A,SOX4,BICC1, etc.4.77e-02The 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.
∗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
MED30SNVMissense_Mutationnovelc.132N>Gp.Ile44Metp.I44MQ96HR3protein_codingdeleterious(0)probably_damaging(0.982)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MED30SNVMissense_Mutationnovelc.270N>Tp.Arg90Serp.R90SQ96HR3protein_codingdeleterious(0)possibly_damaging(0.503)TCGA-VS-A9UU-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MED30SNVMissense_Mutationrs764507160c.247C>Tp.Arg83Cysp.R83CQ96HR3protein_codingdeleterious(0)probably_damaging(0.981)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
MED30SNVMissense_Mutationc.104N>Ap.Arg35Hisp.R35HQ96HR3protein_codingdeleterious(0)probably_damaging(0.989)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MED30SNVMissense_Mutationc.302A>Tp.Glu101Valp.E101VQ96HR3protein_codingdeleterious(0)probably_damaging(0.939)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
MED30SNVMissense_Mutationnovelc.367T>Ap.Ser123Thrp.S123TQ96HR3protein_codingtolerated(0.72)benign(0.078)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MED30SNVMissense_Mutationnovelc.453N>Cp.Gln151Hisp.Q151HQ96HR3protein_codingtolerated(0.55)possibly_damaging(0.477)TCGA-AJ-A3TW-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MED30SNVMissense_Mutationc.252N>Tp.Gln84Hisp.Q84HQ96HR3protein_codingtolerated(0.06)benign(0.025)TCGA-BS-A0UJ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MED30SNVMissense_Mutationc.523N>Ap.Ala175Thrp.A175TQ96HR3protein_codingtolerated(1)possibly_damaging(0.851)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MED30SNVMissense_Mutationnovelc.212N>Tp.Tyr71Phep.Y71FQ96HR3protein_codingtolerated(0.54)benign(0.239)TCGA-DD-AAVV-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
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