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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: MED6

Gene summary for MED6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MED6

Gene ID

10001

Gene namemediator complex subunit 6
Gene AliasARC33
Cytomap14q24.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O75586


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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
10001MED6LZE2THumanEsophagusESCC4.73e-033.49e-010.082
10001MED6LZE4THumanEsophagusESCC3.33e-143.15e-010.0811
10001MED6LZE5THumanEsophagusESCC1.48e-053.23e-010.0514
10001MED6LZE7THumanEsophagusESCC2.56e-051.66e-010.0667
10001MED6LZE8THumanEsophagusESCC9.77e-061.35e-010.067
10001MED6LZE20THumanEsophagusESCC4.10e-174.07e-010.0662
10001MED6LZE22THumanEsophagusESCC8.47e-114.96e-010.068
10001MED6LZE24THumanEsophagusESCC6.43e-224.07e-010.0596
10001MED6LZE21THumanEsophagusESCC8.02e-042.34e-010.0655
10001MED6LZE6THumanEsophagusESCC1.55e-082.45e-010.0845
10001MED6P1T-EHumanEsophagusESCC1.05e-092.82e-010.0875
10001MED6P2T-EHumanEsophagusESCC6.53e-133.17e-010.1177
10001MED6P4T-EHumanEsophagusESCC2.18e-294.58e-010.1323
10001MED6P5T-EHumanEsophagusESCC1.13e-173.16e-010.1327
10001MED6P8T-EHumanEsophagusESCC3.68e-173.90e-010.0889
10001MED6P9T-EHumanEsophagusESCC8.16e-122.06e-010.1131
10001MED6P10T-EHumanEsophagusESCC1.20e-275.72e-010.116
10001MED6P11T-EHumanEsophagusESCC3.97e-246.71e-010.1426
10001MED6P12T-EHumanEsophagusESCC2.32e-295.76e-010.1122
10001MED6P15T-EHumanEsophagusESCC9.11e-436.94e-010.1149
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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.

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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).
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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:001982711LiverCirrhoticstem cell population maintenance48/4634131/187231.58e-031.03e-0248
GO:009872711LiverCirrhoticmaintenance of cell number48/4634134/187232.70e-031.58e-0248
GO:00987272LiverHCCmaintenance of cell number77/7958134/187233.32e-042.33e-0377
GO:00198272LiverHCCstem cell population maintenance75/7958131/187234.58e-043.04e-0375
GO:00987277Oral cavityOSCCmaintenance of cell number81/7305134/187233.96e-075.90e-0681
GO:00198276Oral cavityOSCCstem cell population maintenance79/7305131/187236.28e-078.96e-0679
GO:001982715SkincSCCstem cell population maintenance58/4864131/187234.20e-066.24e-0558
GO:009872715SkincSCCmaintenance of cell number58/4864134/187239.83e-061.29e-0458
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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.
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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
MED6SNVMissense_Mutationc.616N>Gp.Gln206Glup.Q206Eprotein_codingtolerated(0.71)benign(0.075)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
MED6SNVMissense_Mutationrs770531881c.413N>Ap.Arg138Glnp.R138Qprotein_codingdeleterious(0)possibly_damaging(0.63)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MED6SNVMissense_Mutationnovelc.718N>Ap.Glu240Lysp.E240Kprotein_codingdeleterious(0.01)benign(0.341)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MED6SNVMissense_Mutationrs770531881c.413G>Ap.Arg138Glnp.R138Qprotein_codingdeleterious(0)possibly_damaging(0.63)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
MED6SNVMissense_Mutationc.513N>Gp.Ile171Metp.I171Mprotein_codingtolerated(0.13)benign(0.062)TCGA-DM-A28F-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
MED6SNVMissense_Mutationc.572N>Cp.Lys191Thrp.K191Tprotein_codingtolerated(0.22)benign(0.021)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MED6SNVMissense_Mutationrs569651170c.107N>Tp.Arg36Ilep.R36Iprotein_codingdeleterious(0)possibly_damaging(0.872)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MED6SNVMissense_Mutationrs770531881c.413G>Ap.Arg138Glnp.R138Qprotein_codingdeleterious(0)possibly_damaging(0.63)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MED6SNVMissense_Mutationnovelc.239N>Ap.Ile80Asnp.I80Nprotein_codingdeleterious(0)probably_damaging(0.974)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
MED6SNVMissense_Mutationrs778827209c.245N>Ap.Arg82Glnp.R82Qprotein_codingdeleterious(0)benign(0.178)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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
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