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: TMEM220

Gene summary for TMEM220

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM220

Gene ID

388335

Gene nametransmembrane protein 220
Gene AliasTMEM220
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q6QAJ8


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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
388335TMEM220HTA11_347_2000001011HumanColorectumAD7.37e-093.22e-01-0.1954
388335TMEM220HTA11_2112_2000001011HumanColorectumSER4.01e-034.10e-01-0.2196
388335TMEM220HTA11_83_2000001011HumanColorectumSER2.82e-043.64e-01-0.1526
388335TMEM220HTA11_4255_2000001011HumanColorectumSER3.83e-022.39e-010.0446
388335TMEM220A002-C-116HumanColorectumFAP3.61e-02-1.17e-01-0.0452
388335TMEM220LZE22D1HumanEsophagusHGIN2.61e-051.74e-010.0595
388335TMEM220P1T-EHumanEsophagusESCC3.14e-062.14e-010.0875
388335TMEM220P2T-EHumanEsophagusESCC3.81e-233.90e-010.1177
388335TMEM220P4T-EHumanEsophagusESCC2.35e-021.44e-010.1323
388335TMEM220P9T-EHumanEsophagusESCC7.33e-082.26e-010.1131
388335TMEM220P11T-EHumanEsophagusESCC4.19e-092.20e-010.1426
388335TMEM220P16T-EHumanEsophagusESCC1.17e-386.62e-010.1153
388335TMEM220P17T-EHumanEsophagusESCC5.37e-031.61e-010.1278
388335TMEM220P19T-EHumanEsophagusESCC3.80e-093.30e-010.1662
388335TMEM220P21T-EHumanEsophagusESCC6.43e-078.58e-020.1617
388335TMEM220P23T-EHumanEsophagusESCC8.27e-122.24e-010.108
388335TMEM220P24T-EHumanEsophagusESCC1.54e-041.01e-010.1287
388335TMEM220P27T-EHumanEsophagusESCC3.27e-021.05e-010.1055
388335TMEM220P32T-EHumanEsophagusESCC3.85e-079.71e-020.1666
388335TMEM220P36T-EHumanEsophagusESCC1.73e-031.82e-010.1187
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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
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
∗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
TMEM220SNVMissense_Mutationc.93G>Cp.Glu31Aspp.E31DQ6QAJ8protein_codingtolerated(0.43)benign(0.167)TCGA-AA-3968-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TMEM220insertionFrame_Shift_Insnovelc.115dupAp.Ile39AsnfsTer12p.I39Nfs*12Q6QAJ8protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
TMEM220SNVMissense_Mutationrs748517844c.250N>Tp.Arg84Cysp.R84CQ6QAJ8protein_codingdeleterious(0)benign(0.235)TCGA-4E-A92E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM220SNVMissense_Mutationnovelc.445N>Tp.Arg149Trpp.R149WQ6QAJ8protein_codingdeleterious(0)probably_damaging(0.942)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
TMEM220SNVMissense_Mutationnovelc.365N>Tp.Arg122Ilep.R122IQ6QAJ8protein_codingtolerated(0.21)probably_damaging(0.982)TCGA-E6-A1M0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
TMEM220SNVMissense_Mutationc.221N>Tp.Ala74Valp.A74VQ6QAJ8protein_codingtolerated(0.14)benign(0.436)TCGA-55-7570-01Lunglung 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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