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: MED14

Gene summary for MED14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MED14

Gene ID

9282

Gene namemediator complex subunit 14
Gene AliasCRSP150
CytomapXp11.4
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O60244


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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
9282MED14HCC1_MengHumanLiverHCC6.00e-32-4.58e-030.0246
9282MED14HCC2_MengHumanLiverHCC6.34e-061.81e-020.0107
9282MED14S027HumanLiverHCC4.35e-055.60e-010.2446
9282MED14S028HumanLiverHCC1.41e-115.72e-010.2503
9282MED14S029HumanLiverHCC8.03e-126.98e-010.2581
9282MED14RNA-P17T-P17T-4HumanLungIAC5.63e-035.73e-010.343
9282MED14RNA-P17T-P17T-8HumanLungIAC6.26e-045.10e-010.3329
9282MED14RNA-P6T2-P6T2-3HumanLungIAC1.40e-041.93e-01-0.013
9282MED14C21HumanOral cavityOSCC6.27e-093.82e-010.2678
9282MED14C30HumanOral cavityOSCC2.96e-155.76e-010.3055
9282MED14C43HumanOral cavityOSCC1.88e-183.01e-010.1704
9282MED14C51HumanOral cavityOSCC3.85e-032.92e-010.2674
9282MED14C07HumanOral cavityOSCC1.38e-024.53e-010.2491
9282MED14LP15HumanOral cavityLP2.09e-036.75e-010.2174
9282MED14EOLP-1HumanOral cavityEOLP8.45e-031.79e-01-0.0202
9282MED14SYSMH1HumanOral cavityOSCC1.35e-031.14e-010.1127
9282MED14SYSMH2HumanOral cavityOSCC4.90e-041.89e-010.2326
9282MED14SYSMH3HumanOral cavityOSCC1.71e-103.65e-010.2442
9282MED14HTA12-23-1HumanPancreasPDAC1.93e-025.14e-010.3405
9282MED14HTA12-26-1HumanPancreasPDAC3.34e-075.65e-010.3728
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
GO:00987274LungIACmaintenance of cell number25/2061134/187235.73e-034.18e-0225
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: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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0491912LiverHCCThyroid hormone signaling pathway75/4020121/84658.76e-043.38e-031.88e-0375
hsa0491913LiverHCCThyroid hormone signaling pathway75/4020121/84658.76e-043.38e-031.88e-0375
hsa0491914LungIACThyroid hormone signaling pathway27/1053121/84651.61e-039.49e-036.30e-0327
hsa0491915LungIACThyroid hormone signaling pathway27/1053121/84651.61e-039.49e-036.30e-0327
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
MED14SNVMissense_Mutationc.2083N>Ap.Glu695Lysp.E695KO60244protein_codingtolerated(0.51)benign(0.262)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MED14SNVMissense_Mutationnovelc.1369G>Tp.Asp457Tyrp.D457YO60244protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MED14SNVMissense_Mutationc.842N>Tp.Arg281Metp.R281MO60244protein_codingdeleterious(0)benign(0.376)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MED14SNVMissense_Mutationnovelc.4336C>Tp.Leu1446Phep.L1446FO60244protein_codingtolerated(0.1)probably_damaging(0.979)TCGA-AN-A0FF-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MED14SNVMissense_Mutationnovelc.3505N>Gp.Trp1169Glyp.W1169GO60244protein_codingdeleterious(0.01)possibly_damaging(0.885)TCGA-BH-A0C3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinPD
MED14SNVMissense_Mutationnovelc.3505T>Gp.Trp1169Glyp.W1169GO60244protein_codingdeleterious(0.01)possibly_damaging(0.885)TCGA-BH-A1EY-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MED14SNVMissense_Mutationnovelc.4040N>Tp.Pro1347Leup.P1347LO60244protein_codingtolerated(0.27)possibly_damaging(0.467)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
MED14SNVMissense_Mutationnovelc.614N>Ap.Thr205Asnp.T205NO60244protein_codingdeleterious(0)benign(0.049)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MED14insertionNonsense_Mutationnovelc.1653_1654insACTCATTTTTAATATGAGAAAGAACTAAGATACAp.Val552ThrfsTer4p.V552Tfs*4O60244protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
MED14insertionFrame_Shift_Insnovelc.2907_2908insTGTAGGCAAGGCTCTTTGGCACATCCTTTAGTTTTGGTTTACGp.Asn970CysfsTer25p.N970Cfs*25O60244protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
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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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