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: TMED8

Gene summary for TMED8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMED8

Gene ID

283578

Gene nametransmembrane p24 trafficking protein family member 8
Gene AliasFAM15B
Cytomap14q24.3
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q6PL24


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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
283578TMED8LZE4THumanEsophagusESCC1.89e-021.24e-010.0811
283578TMED8LZE24THumanEsophagusESCC9.08e-048.57e-020.0596
283578TMED8P2T-EHumanEsophagusESCC1.05e-101.87e-010.1177
283578TMED8P4T-EHumanEsophagusESCC2.04e-031.01e-010.1323
283578TMED8P8T-EHumanEsophagusESCC2.76e-151.10e-010.0889
283578TMED8P10T-EHumanEsophagusESCC2.99e-172.50e-010.116
283578TMED8P11T-EHumanEsophagusESCC1.18e-062.38e-010.1426
283578TMED8P12T-EHumanEsophagusESCC6.78e-031.24e-010.1122
283578TMED8P15T-EHumanEsophagusESCC1.62e-091.97e-010.1149
283578TMED8P16T-EHumanEsophagusESCC9.58e-131.79e-010.1153
283578TMED8P17T-EHumanEsophagusESCC6.38e-042.41e-010.1278
283578TMED8P20T-EHumanEsophagusESCC4.41e-101.44e-010.1124
283578TMED8P21T-EHumanEsophagusESCC2.02e-039.32e-020.1617
283578TMED8P22T-EHumanEsophagusESCC3.43e-071.29e-010.1236
283578TMED8P23T-EHumanEsophagusESCC2.54e-049.07e-020.108
283578TMED8P24T-EHumanEsophagusESCC1.60e-051.08e-010.1287
283578TMED8P26T-EHumanEsophagusESCC1.55e-061.25e-010.1276
283578TMED8P27T-EHumanEsophagusESCC3.77e-082.01e-010.1055
283578TMED8P30T-EHumanEsophagusESCC3.18e-062.14e-010.137
283578TMED8P31T-EHumanEsophagusESCC1.85e-039.91e-020.1251
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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
∗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
TMED8SNVMissense_Mutationnovelc.881A>Gp.Asp294Glyp.D294GQ6PL24protein_codingtolerated(0.06)possibly_damaging(0.904)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
TMED8SNVMissense_Mutationrs556223514c.815G>Ap.Arg272Hisp.R272HQ6PL24protein_codingtolerated(0.13)benign(0.255)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMED8SNVMissense_Mutationnovelc.872G>Cp.Gly291Alap.G291AQ6PL24protein_codingdeleterious(0)probably_damaging(1)TCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
TMED8SNVMissense_Mutationc.513C>Gp.Phe171Leup.F171LQ6PL24protein_codingtolerated(0.11)benign(0.1)TCGA-BH-A1FU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TMED8SNVMissense_Mutationc.157G>Tp.Ala53Serp.A53SQ6PL24protein_codingtolerated_low_confidence(0.16)benign(0.025)TCGA-D8-A1JJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
TMED8SNVMissense_Mutationnovelc.784N>Cp.Glu262Glnp.E262QQ6PL24protein_codingdeleterious(0)probably_damaging(0.993)TCGA-C5-A7CK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TMED8SNVMissense_Mutationc.188N>Tp.Ser63Leup.S63LQ6PL24protein_codingtolerated_low_confidence(0.07)benign(0.003)TCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
TMED8SNVMissense_Mutationnovelc.829N>Tp.Met277Leup.M277LQ6PL24protein_codingtolerated(0.26)benign(0.026)TCGA-ZJ-A8QR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMED8SNVMissense_Mutationrs774060958c.626N>Tp.Ala209Valp.A209VQ6PL24protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
TMED8SNVMissense_Mutationrs746380848c.845G>Ap.Arg282Glnp.R282QQ6PL24protein_codingtolerated(0.09)possibly_damaging(0.572)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<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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