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: MED15

Gene summary for MED15

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MED15

Gene ID

51586

Gene namemediator complex subunit 15
Gene AliasARC105
Cytomap22q11.21
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q6PKB8


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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
51586MED15CCI_2HumanCervixCC2.13e-078.43e-010.5249
51586MED15CCI_3HumanCervixCC1.12e-086.39e-010.516
51586MED15sample3HumanCervixCC9.44e-031.93e-010.1387
51586MED15T3HumanCervixCC2.89e-041.86e-010.1389
51586MED15LZE4THumanEsophagusESCC1.17e-061.52e-010.0811
51586MED15LZE7THumanEsophagusESCC5.47e-178.17e-010.0667
51586MED15LZE8THumanEsophagusESCC4.07e-084.14e-010.067
51586MED15LZE22D1HumanEsophagusHGIN5.21e-041.37e-010.0595
51586MED15LZE22THumanEsophagusESCC1.59e-083.22e-010.068
51586MED15LZE24THumanEsophagusESCC4.94e-175.00e-010.0596
51586MED15LZE21THumanEsophagusESCC4.49e-044.66e-010.0655
51586MED15LZE6THumanEsophagusESCC4.85e-062.07e-010.0845
51586MED15P1T-EHumanEsophagusESCC2.11e-096.57e-010.0875
51586MED15P2T-EHumanEsophagusESCC1.10e-285.25e-010.1177
51586MED15P4T-EHumanEsophagusESCC6.70e-173.46e-010.1323
51586MED15P5T-EHumanEsophagusESCC3.25e-355.07e-010.1327
51586MED15P8T-EHumanEsophagusESCC3.79e-294.71e-010.0889
51586MED15P9T-EHumanEsophagusESCC1.11e-164.73e-010.1131
51586MED15P10T-EHumanEsophagusESCC3.99e-254.08e-010.116
51586MED15P11T-EHumanEsophagusESCC1.50e-191.02e+000.1426
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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.

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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
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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
MED15SNVMissense_Mutationnovelc.718C>Gp.Arg240Glyp.R240GQ96RN5protein_codingtolerated_low_confidence(0.31)possibly_damaging(0.799)TCGA-AC-A6IX-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MED15SNVMissense_Mutationrs755070537c.1481N>Tp.Thr494Metp.T494MQ96RN5protein_codingtolerated(0.17)possibly_damaging(0.781)TCGA-AR-A1AV-01Breastbreast invasive carcinomaMale>=65I/IIChemotherapycytoxanSD
MED15SNVMissense_Mutationnovelc.1938N>Cp.Met646Ilep.M646IQ96RN5protein_codingtolerated(0.14)probably_damaging(0.954)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
MED15deletionIn_Frame_Delnovelc.750_776delACAGCAGCAGCAGCAGCAGCAGCAGCAp.Gln254_Gln262delp.Q254_Q262delQ96RN5protein_codingTCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
MED15SNVMissense_Mutationrs763744861c.208N>Tp.His70Tyrp.H70YQ96RN5protein_codingtolerated(0.46)benign(0.001)TCGA-EK-A2R8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MED15SNVMissense_Mutationc.1814C>Tp.Pro605Leup.P605LQ96RN5protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-A6-2684-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MED15SNVMissense_Mutationc.817N>Tp.Pro273Serp.P273SQ96RN5protein_codingtolerated_low_confidence(0.58)benign(0.007)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MED15SNVMissense_Mutationc.1021N>Gp.Thr341Alap.T341AQ96RN5protein_codingtolerated_low_confidence(0.8)benign(0)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MED15SNVMissense_Mutationnovelc.796N>Ap.Ala266Thrp.A266TQ96RN5protein_codingtolerated_low_confidence(0.35)benign(0.174)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MED15SNVMissense_Mutationc.1273N>Ap.Val425Ilep.V425IQ96RN5protein_codingdeleterious_low_confidence(0.05)probably_damaging(0.983)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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