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: TMED4

Gene summary for TMED4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMED4

Gene ID

222068

Gene nametransmembrane p24 trafficking protein 4
Gene AliasERS25
Cytomap7p13
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q7Z7H5


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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
222068TMED4HTA11_2487_2000001011HumanColorectumSER5.05e-043.76e-01-0.1808
222068TMED4HTA11_1938_2000001011HumanColorectumAD6.23e-054.73e-01-0.0811
222068TMED4HTA11_78_2000001011HumanColorectumAD9.34e-064.37e-01-0.1088
222068TMED4HTA11_347_2000001011HumanColorectumAD1.72e-165.89e-01-0.1954
222068TMED4HTA11_696_2000001011HumanColorectumAD3.13e-103.94e-01-0.1464
222068TMED4HTA11_1391_2000001011HumanColorectumAD2.65e-074.46e-01-0.059
222068TMED4HTA11_546_2000001011HumanColorectumAD3.15e-023.07e-01-0.0842
222068TMED4HTA11_866_3004761011HumanColorectumAD7.38e-104.42e-010.096
222068TMED4HTA11_99999970781_79442HumanColorectumMSS2.10e-073.91e-010.294
222068TMED4HTA11_99999965062_69753HumanColorectumMSI-H7.93e-039.28e-010.3487
222068TMED4HTA11_99999965104_69814HumanColorectumMSS4.23e-064.30e-010.281
222068TMED4HTA11_99999971662_82457HumanColorectumMSS1.17e-145.83e-010.3859
222068TMED4HTA11_99999974143_84620HumanColorectumMSS3.38e-084.06e-010.3005
222068TMED4A002-C-116HumanColorectumFAP2.00e-05-9.70e-02-0.0452
222068TMED4AEH-subject1HumanEndometriumAEH1.80e-08-3.59e-01-0.3059
222068TMED4AEH-subject2HumanEndometriumAEH8.06e-13-3.77e-01-0.2525
222068TMED4AEH-subject3HumanEndometriumAEH3.11e-14-3.47e-01-0.2576
222068TMED4AEH-subject4HumanEndometriumAEH2.17e-05-3.17e-01-0.2657
222068TMED4AEH-subject5HumanEndometriumAEH8.71e-08-3.86e-01-0.2953
222068TMED4EEC-subject1HumanEndometriumEEC2.53e-14-3.27e-01-0.2682
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
GO:00431229EndometriumAEHregulation of I-kappaB kinase/NF-kappaB signaling52/2100249/187236.58e-061.59e-0452
GO:00431238EndometriumAEHpositive regulation of I-kappaB kinase/NF-kappaB signaling41/2100186/187231.59e-053.32e-0441
GO:00072498EndometriumAEHI-kappaB kinase/NF-kappaB signaling55/2100281/187232.60e-054.88e-0455
GO:00068886EndometriumAEHendoplasmic reticulum to Golgi vesicle-mediated transport29/2100130/187232.11e-042.59e-0329
GO:00070305EndometriumAEHGolgi organization32/2100157/187235.73e-045.69e-0332
GO:004312216EndometriumEECregulation of I-kappaB kinase/NF-kappaB signaling53/2168249/187237.59e-061.73e-0453
GO:004819313EndometriumEECGolgi vesicle transport60/2168296/187239.91e-062.17e-0460
GO:004312314EndometriumEECpositive regulation of I-kappaB kinase/NF-kappaB signaling42/2168186/187231.47e-052.87e-0442
GO:000724915EndometriumEECI-kappaB kinase/NF-kappaB signaling57/2168281/187231.60e-053.12e-0457
GO:000688812EndometriumEECendoplasmic reticulum to Golgi vesicle-mediated transport29/2168130/187233.63e-043.95e-0329
GO:000703012EndometriumEECGolgi organization32/2168157/187239.87e-048.76e-0332
GO:004819317EsophagusHGINGolgi vesicle transport83/2587296/187238.59e-118.89e-0983
GO:00068889EsophagusHGINendoplasmic reticulum to Golgi vesicle-mediated transport40/2587130/187234.67e-072.07e-0540
GO:004312220EsophagusHGINregulation of I-kappaB kinase/NF-kappaB signaling63/2587249/187238.91e-073.61e-0563
GO:000724918EsophagusHGINI-kappaB kinase/NF-kappaB signaling67/2587281/187233.84e-061.29e-0467
GO:004312317EsophagusHGINpositive regulation of I-kappaB kinase/NF-kappaB signaling49/2587186/187234.22e-061.40e-0449
GO:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:000688815EsophagusESCCendoplasmic reticulum to Golgi vesicle-mediated transport102/8552130/187231.73e-149.22e-13102
GO:004312318EsophagusESCCpositive regulation of I-kappaB kinase/NF-kappaB signaling132/8552186/187232.07e-128.58e-11132
GO:0043122110EsophagusESCCregulation of I-kappaB kinase/NF-kappaB signaling167/8552249/187236.11e-122.32e-10167
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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
TMED4SNVMissense_Mutationrs778062787c.643N>Tp.Arg215Cysp.R215CQ7Z7H5protein_codingdeleterious(0)possibly_damaging(0.901)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMED4deletionFrame_Shift_Delnovelc.189_196delNNNNNNNNp.Gln64GlyfsTer43p.Q64Gfs*43Q7Z7H5protein_codingTCGA-BH-A0HB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
TMED4SNVMissense_Mutationrs761985992c.443C>Tp.Ala148Valp.A148VQ7Z7H5protein_codingdeleterious(0.03)possibly_damaging(0.6)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMED4SNVMissense_Mutationrs752654966c.554N>Ap.Arg185Glnp.R185QQ7Z7H5protein_codingdeleterious(0.01)probably_damaging(0.982)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMED4SNVMissense_Mutationrs545808069c.560N>Tp.Thr187Metp.T187MQ7Z7H5protein_codingdeleterious(0.02)probably_damaging(0.93)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
TMED4SNVMissense_Mutationnovelc.672N>Tp.Lys224Asnp.K224NQ7Z7H5protein_codingdeleterious(0)probably_damaging(0.972)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMED4SNVMissense_Mutationc.304T>Cp.Phe102Leup.F102LQ7Z7H5protein_codingdeleterious(0.03)probably_damaging(0.942)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMED4SNVMissense_Mutationnovelc.451N>Tp.Asp151Tyrp.D151YQ7Z7H5protein_codingdeleterious(0)benign(0.413)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMED4SNVMissense_Mutationc.639N>Cp.Gln213Hisp.Q213HQ7Z7H5protein_codingdeleterious(0)probably_damaging(0.989)TCGA-69-7978-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
TMED4SNVMissense_Mutationnovelc.475N>Ap.Arg159Serp.R159SQ7Z7H5protein_codingdeleterious(0.03)benign(0.233)TCGA-18-3416-01Lunglung squamous cell carcinomaMale>=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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