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: MED17

Gene summary for MED17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MED17

Gene ID

9440

Gene namemediator complex subunit 17
Gene AliasCRSP6
Cytomap11q21
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9NVC6


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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
9440MED17HTA11_3410_2000001011HumanColorectumAD4.20e-021.14e-010.0155
9440MED17HTA11_2487_2000001011HumanColorectumSER3.61e-021.49e-01-0.1808
9440MED17HTA11_1938_2000001011HumanColorectumAD6.93e-062.39e-01-0.0811
9440MED17HTA11_78_2000001011HumanColorectumAD4.09e-041.94e-01-0.1088
9440MED17HTA11_347_2000001011HumanColorectumAD2.73e-153.40e-01-0.1954
9440MED17HTA11_2112_2000001011HumanColorectumSER1.12e-034.20e-01-0.2196
9440MED17HTA11_696_2000001011HumanColorectumAD4.25e-051.54e-01-0.1464
9440MED17HTA11_866_2000001011HumanColorectumAD9.11e-041.48e-01-0.1001
9440MED17HTA11_1391_2000001011HumanColorectumAD4.26e-123.33e-01-0.059
9440MED17HTA11_546_2000001011HumanColorectumAD4.48e-052.41e-01-0.0842
9440MED17HTA11_7862_2000001011HumanColorectumAD3.00e-022.12e-01-0.0179
9440MED17HTA11_866_3004761011HumanColorectumAD5.32e-061.84e-010.096
9440MED17HTA11_7696_3000711011HumanColorectumAD5.85e-061.73e-010.0674
9440MED17HTA11_6818_2000001021HumanColorectumAD7.70e-072.73e-010.0588
9440MED17HTA11_99999970781_79442HumanColorectumMSS2.03e-092.50e-010.294
9440MED17HTA11_99999965062_69753HumanColorectumMSI-H1.88e-067.18e-010.3487
9440MED17HTA11_99999965104_69814HumanColorectumMSS4.44e-082.84e-010.281
9440MED17HTA11_99999971662_82457HumanColorectumMSS1.39e-132.86e-010.3859
9440MED17LZE4THumanEsophagusESCC6.40e-047.27e-030.0811
9440MED17LZE7THumanEsophagusESCC2.45e-091.76e-010.0667
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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: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:00063522Oral cavityOSCCDNA-templated transcription, initiation74/7305130/187232.56e-052.39e-0474
GO:00063672Oral cavityOSCCtranscription initiation from RNA polymerase II promoter46/730577/187231.82e-041.24e-0346
GO:20001423Oral cavityOSCCregulation of DNA-templated transcription, initiation26/730540/187237.79e-044.23e-0326
GO:20001442Oral cavityOSCCpositive regulation of DNA-templated transcription, initiation21/730531/187231.13e-035.75e-0321
GO:00602602Oral cavityOSCCregulation of transcription initiation from RNA polymerase II promoter21/730533/187233.63e-031.51e-0221
GO:00602611Oral cavityOSCCpositive regulation of transcription initiation from RNA polymerase II promoter16/730525/187231.00e-023.49e-0216
GO:000636711Oral cavityLPtranscription initiation from RNA polymerase II promoter31/462377/187231.83e-031.38e-0231
GO:20001441Oral cavityLPpositive regulation of DNA-templated transcription, initiation15/462331/187233.59e-032.39e-0215
GO:200014211Oral cavityLPregulation of DNA-templated transcription, initiation18/462340/187234.00e-032.59e-0218
GO:00063521Oral cavityLPDNA-templated transcription, initiation45/4623130/187237.03e-033.96e-0245
GO:006026011Oral cavityLPregulation of transcription initiation from RNA polymerase II promoter15/462333/187237.43e-034.13e-0215
GO:20001422Oral cavityEOLPregulation of DNA-templated transcription, initiation11/221840/187235.53e-032.86e-0211
GO:000635212SkincSCCDNA-templated transcription, initiation57/4864130/187237.28e-061.01e-0457
GO:00063674SkincSCCtranscription initiation from RNA polymerase II promoter37/486477/187232.53e-052.87e-0437
GO:20001425SkincSCCregulation of DNA-templated transcription, initiation18/486440/187237.10e-033.40e-0218
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04919ColorectumADThyroid hormone signaling pathway51/2092121/84651.71e-051.73e-041.10e-0451
hsa049191ColorectumADThyroid hormone signaling pathway51/2092121/84651.71e-051.73e-041.10e-0451
hsa049192ColorectumSERThyroid hormone signaling pathway40/1580121/84651.02e-041.06e-037.67e-0440
hsa049193ColorectumSERThyroid hormone signaling pathway40/1580121/84651.02e-041.06e-037.67e-0440
hsa049194ColorectumMSSThyroid hormone signaling pathway46/1875121/84655.04e-054.97e-043.05e-0446
hsa049195ColorectumMSSThyroid hormone signaling pathway46/1875121/84655.04e-054.97e-043.05e-0446
hsa049196ColorectumMSI-HThyroid hormone signaling pathway21/797121/84654.18e-034.10e-023.44e-0221
hsa049197ColorectumMSI-HThyroid hormone signaling pathway21/797121/84654.18e-034.10e-023.44e-0221
hsa0491928EsophagusESCCThyroid hormone signaling pathway78/4205121/84656.79e-042.23e-031.14e-0378
hsa04919113EsophagusESCCThyroid hormone signaling pathway78/4205121/84656.79e-042.23e-031.14e-0378
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
hsa0491927Oral cavityEOLPThyroid hormone signaling pathway32/1218121/84653.38e-041.42e-038.35e-0432
hsa0491935Oral cavityEOLPThyroid hormone signaling pathway32/1218121/84653.38e-041.42e-038.35e-0432
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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
MED17SNVMissense_Mutationnovelc.191N>Cp.Glu64Alap.E64AQ9NVC6protein_codingtolerated(0.09)benign(0.052)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MED17SNVMissense_Mutationrs150314692c.566N>Ap.Arg189Glnp.R189QQ9NVC6protein_codingtolerated(0.07)possibly_damaging(0.617)TCGA-BI-A0VS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MED17SNVMissense_Mutationnovelc.457C>Gp.Leu153Valp.L153VQ9NVC6protein_codingdeleterious(0)probably_damaging(0.934)TCGA-C5-A1M7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MED17SNVMissense_Mutationc.1070N>Gp.Phe357Cysp.F357CQ9NVC6protein_codingtolerated(0.07)benign(0.132)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MED17SNVMissense_Mutationc.46N>Ap.Glu16Lysp.E16KQ9NVC6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MED17SNVMissense_Mutationc.1550A>Gp.Gln517Argp.Q517RQ9NVC6protein_codingdeleterious(0)benign(0.444)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MED17SNVMissense_Mutationnovelc.714A>Tp.Glu238Aspp.E238DQ9NVC6protein_codingtolerated(0.47)benign(0.001)TCGA-AA-3842-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPD
MED17SNVMissense_Mutationrs745485844c.1342A>Gp.Ile448Valp.I448VQ9NVC6protein_codingdeleterious(0.03)possibly_damaging(0.813)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MED17SNVMissense_Mutationc.610C>Tp.Leu204Phep.L204FQ9NVC6protein_codingdeleterious(0.01)probably_damaging(0.99)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
MED17SNVMissense_Mutationnovelc.1925T>Gp.Leu642Argp.L642RQ9NVC6protein_codingdeleterious(0)probably_damaging(0.986)TCGA-2E-A9G8-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxolCR
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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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