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: MED29

Gene summary for MED29

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MED29

Gene ID

55588

Gene namemediator complex subunit 29
Gene AliasIXL
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9NX70


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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
55588MED29LZE4THumanEsophagusESCC6.43e-114.22e-010.0811
55588MED29LZE5THumanEsophagusESCC1.56e-084.45e-010.0514
55588MED29LZE7THumanEsophagusESCC8.21e-134.33e-010.0667
55588MED29LZE8THumanEsophagusESCC6.31e-132.20e-010.067
55588MED29LZE20THumanEsophagusESCC6.53e-113.83e-010.0662
55588MED29LZE21D1HumanEsophagusHGIN1.02e-046.12e-010.0632
55588MED29LZE24THumanEsophagusESCC3.38e-265.96e-010.0596
55588MED29LZE21THumanEsophagusESCC5.15e-062.91e-010.0655
55588MED29LZE6THumanEsophagusESCC3.57e-074.00e-010.0845
55588MED29P1T-EHumanEsophagusESCC4.34e-381.95e+000.0875
55588MED29P2T-EHumanEsophagusESCC1.37e-356.10e-010.1177
55588MED29P4T-EHumanEsophagusESCC2.22e-275.17e-010.1323
55588MED29P5T-EHumanEsophagusESCC9.76e-335.71e-010.1327
55588MED29P8T-EHumanEsophagusESCC1.60e-478.40e-010.0889
55588MED29P9T-EHumanEsophagusESCC2.82e-121.92e-010.1131
55588MED29P10T-EHumanEsophagusESCC1.97e-376.05e-010.116
55588MED29P11T-EHumanEsophagusESCC3.99e-239.34e-010.1426
55588MED29P12T-EHumanEsophagusESCC9.62e-354.98e-010.1122
55588MED29P15T-EHumanEsophagusESCC6.29e-325.25e-010.1149
55588MED29P16T-EHumanEsophagusESCC2.96e-233.38e-010.1153
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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
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
MED29SNVMissense_Mutationrs765711223c.63N>Cp.Lys21Asnp.K21Nprotein_codingdeleterious_low_confidence(0.02)benign(0)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MED29SNVMissense_Mutationc.225C>Gp.Phe75Leup.F75Lprotein_codingtolerated(0.5)probably_damaging(0.992)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MED29SNVMissense_Mutationc.285G>Cp.Leu95Phep.L95Fprotein_codingdeleterious(0.01)probably_damaging(0.94)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MED29SNVMissense_Mutationc.116N>Gp.Ser39Trpp.S39Wprotein_codingdeleterious(0.03)possibly_damaging(0.877)TCGA-VS-A9UC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
MED29SNVMissense_Mutationnovelc.290A>Gp.Lys97Argp.K97Rprotein_codingtolerated(0.21)benign(0.027)TCGA-AA-3972-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
MED29SNVMissense_Mutationc.274C>Ap.Leu92Ilep.L92Iprotein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-AA-A024-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MED29SNVMissense_Mutationnovelc.218N>Gp.Gln73Argp.Q73Rprotein_codingdeleterious(0)probably_damaging(0.992)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MED29SNVMissense_Mutationnovelc.356C>Tp.Pro119Leup.P119Lprotein_codingtolerated(0.09)benign(0.003)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
MED29SNVMissense_Mutationc.390C>Ap.Phe130Leup.F130Lprotein_codingdeleterious(0.01)possibly_damaging(0.514)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
MED29SNVMissense_Mutationnovelc.565N>Gp.Ile189Valp.I189Vprotein_codingtolerated(0.47)probably_damaging(0.981)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
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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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