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: MED10

Gene summary for MED10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MED10

Gene ID

84246

Gene namemediator complex subunit 10
Gene AliasL6
Cytomap5p15.31
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9BTT4


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
84246MED10LZE2DHumanEsophagusHGIN1.25e-062.39e-010.0642
84246MED10LZE4THumanEsophagusESCC4.70e-307.42e-010.0811
84246MED10LZE7THumanEsophagusESCC1.80e-239.39e-010.0667
84246MED10LZE8THumanEsophagusESCC1.66e-133.30e-010.067
84246MED10LZE20THumanEsophagusESCC2.67e-113.38e-010.0662
84246MED10LZE22D1HumanEsophagusHGIN3.31e-032.57e-010.0595
84246MED10LZE22THumanEsophagusESCC3.18e-089.90e-010.068
84246MED10LZE24THumanEsophagusESCC3.55e-247.21e-010.0596
84246MED10LZE21THumanEsophagusESCC2.56e-025.44e-010.0655
84246MED10LZE6THumanEsophagusESCC4.13e-241.09e+000.0845
84246MED10P1T-EHumanEsophagusESCC8.76e-201.32e+000.0875
84246MED10P2T-EHumanEsophagusESCC4.50e-438.24e-010.1177
84246MED10P4T-EHumanEsophagusESCC6.95e-791.79e+000.1323
84246MED10P5T-EHumanEsophagusESCC5.20e-491.21e+000.1327
84246MED10P8T-EHumanEsophagusESCC7.72e-601.52e+000.0889
84246MED10P9T-EHumanEsophagusESCC5.74e-439.84e-010.1131
84246MED10P10T-EHumanEsophagusESCC2.79e-961.93e+000.116
84246MED10P11T-EHumanEsophagusESCC7.77e-321.22e+000.1426
84246MED10P12T-EHumanEsophagusESCC8.44e-621.40e+000.1122
84246MED10P15T-EHumanEsophagusESCC1.64e-326.84e-010.1149
Page: 1 2 3 4 5 6 7 

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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00525479BreastPrecancerregulation of peptidase activity71/1080461/187232.72e-146.94e-1271
GO:00525489BreastPrecancerregulation of endopeptidase activity67/1080432/187231.06e-132.36e-1167
GO:00458619BreastPrecancernegative regulation of proteolysis50/1080351/187232.99e-092.39e-0750
GO:00513468BreastPrecancernegative regulation of hydrolase activity50/1080379/187233.85e-082.34e-0650
GO:00104668BreastPrecancernegative regulation of peptidase activity38/1080262/187231.46e-077.82e-0638
GO:00109519BreastPrecancernegative regulation of endopeptidase activity37/1080252/187231.55e-078.05e-0637
GO:00018196BreastPrecancerpositive regulation of cytokine production52/1080467/187234.18e-061.29e-0452
GO:19049519BreastPrecancerpositive regulation of establishment of protein localization36/1080319/187239.30e-051.75e-0336
GO:00069009BreastPrecancervesicle budding from membrane12/108061/187231.61e-042.69e-0312
GO:00512229BreastPrecancerpositive regulation of protein transport31/1080303/187231.44e-031.50e-0231
GO:00507086BreastPrecancerregulation of protein secretion28/1080268/187231.76e-031.74e-0228
GO:00718064BreastPrecancerprotein transmembrane transport10/108059/187231.86e-031.81e-0210
GO:0032732BreastPrecancerpositive regulation of interleukin-1 production11/108073/187232.96e-032.55e-0211
GO:00716926BreastPrecancerprotein localization to extracellular region34/1080368/187234.65e-033.58e-0234
GO:00093067BreastPrecancerprotein secretion33/1080359/187235.65e-034.08e-0233
GO:00355927BreastPrecancerestablishment of protein localization to extracellular region33/1080360/187235.89e-034.21e-0233
GO:00481992BreastPrecancervesicle targeting, to, from or within Golgi5/108021/187235.93e-034.21e-025
GO:005254714BreastIDCregulation of peptidase activity96/1434461/187237.58e-206.15e-1796
GO:005254814BreastIDCregulation of endopeptidase activity88/1434432/187231.20e-174.85e-1588
GO:004586114BreastIDCnegative regulation of proteolysis70/1434351/187238.21e-142.22e-1170
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 

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
MED10SNVMissense_Mutationc.17N>Tp.Asp6Valp.D6VQ9BTT4protein_codingdeleterious(0.01)probably_damaging(0.987)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
MED10deletionFrame_Shift_Delnovelc.275delNp.Asn92MetfsTer11p.N92Mfs*11Q9BTT4protein_codingTCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MED10SNVMissense_Mutationnovelc.260N>Tp.Arg87Metp.R87MQ9BTT4protein_codingdeleterious(0)possibly_damaging(0.609)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
MED10SNVMissense_Mutationnovelc.341N>Ap.Ser114Tyrp.S114YQ9BTT4protein_codingdeleterious(0.04)benign(0.27)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MED10SNVMissense_Mutationnovelc.109C>Tp.Leu37Phep.L37FQ9BTT4protein_codingtolerated(0.11)probably_damaging(0.992)TCGA-FI-A2F4-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MED10deletionFrame_Shift_Delc.388delGp.Glu130ArgfsTer14p.E130Rfs*14Q9BTT4protein_codingTCGA-A5-A7WJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MED10SNVMissense_Mutationnovelc.258G>Tp.Glu86Aspp.E86DQ9BTT4protein_codingtolerated(0.09)probably_damaging(0.983)TCGA-55-7911-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MED10SNVMissense_Mutationnovelc.394N>Tp.His132Tyrp.H132YQ9BTT4protein_codingtolerated(0.27)benign(0.026)TCGA-NC-A5HG-01Lunglung squamous cell carcinomaMale<65III/IVChemotherapycisplatinCR
MED10SNVMissense_Mutationrs773128691c.151A>Gp.Ile51Valp.I51VQ9BTT4protein_codingtolerated(0.27)benign(0.001)TCGA-4P-AA8J-01Oral cavityhead & neck squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
MED10SNVMissense_Mutationc.191N>Ap.Pro64Glnp.P64QQ9BTT4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EJ-7125-01Prostateprostate adenocarcinomaMale<657UnknownUnknownSD
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