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: TMEM17

Gene summary for TMEM17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM17

Gene ID

200728

Gene nametransmembrane protein 17
Gene AliasTMEM17
Cytomap2p15
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q86X19


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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
200728TMEM17LZE4THumanEsophagusESCC6.19e-102.55e-010.0811
200728TMEM17P2T-EHumanEsophagusESCC5.95e-295.31e-010.1177
200728TMEM17P4T-EHumanEsophagusESCC8.00e-039.25e-020.1323
200728TMEM17P9T-EHumanEsophagusESCC1.11e-039.89e-020.1131
200728TMEM17P10T-EHumanEsophagusESCC1.96e-051.19e-010.116
200728TMEM17P11T-EHumanEsophagusESCC1.72e-041.62e-010.1426
200728TMEM17P12T-EHumanEsophagusESCC4.17e-051.23e-010.1122
200728TMEM17P15T-EHumanEsophagusESCC1.35e-041.19e-010.1149
200728TMEM17P16T-EHumanEsophagusESCC4.30e-102.75e-010.1153
200728TMEM17P20T-EHumanEsophagusESCC3.20e-071.62e-010.1124
200728TMEM17P21T-EHumanEsophagusESCC7.98e-132.47e-010.1617
200728TMEM17P22T-EHumanEsophagusESCC8.84e-059.91e-020.1236
200728TMEM17P24T-EHumanEsophagusESCC1.88e-048.99e-020.1287
200728TMEM17P26T-EHumanEsophagusESCC2.74e-221.56e-010.1276
200728TMEM17P27T-EHumanEsophagusESCC4.44e-081.38e-010.1055
200728TMEM17P28T-EHumanEsophagusESCC9.67e-183.45e-010.1149
200728TMEM17P30T-EHumanEsophagusESCC2.89e-135.11e-010.137
200728TMEM17P31T-EHumanEsophagusESCC3.78e-131.61e-010.1251
200728TMEM17P32T-EHumanEsophagusESCC9.44e-071.80e-010.1666
200728TMEM17P36T-EHumanEsophagusESCC1.55e-041.43e-010.1187
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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
∗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:00026837CervixCCnegative regulation of immune system process94/2311434/187232.63e-081.87e-0694
GO:190370610CervixCCregulation of hemopoiesis80/2311367/187232.14e-079.55e-0680
GO:19021056CervixCCregulation of leukocyte differentiation61/2311279/187235.16e-061.29e-0461
GO:19021064CervixCCnegative regulation of leukocyte differentiation29/2311102/187231.02e-052.29e-0429
GO:19037074CervixCCnegative regulation of hemopoiesis29/2311106/187232.29e-054.01e-0429
GO:19031314CervixCCmononuclear cell differentiation76/2311426/187235.66e-045.42e-0376
GO:20011983CervixCCregulation of dendritic cell differentiation6/231113/187232.78e-031.87e-026
GO:190370613CervixHSIL_HPVregulation of hemopoiesis35/737367/187231.35e-066.21e-0535
GO:000268312CervixHSIL_HPVnegative regulation of immune system process39/737434/187231.51e-066.60e-0539
GO:190210512CervixHSIL_HPVregulation of leukocyte differentiation28/737279/187235.84e-062.13e-0428
GO:190210612CervixHSIL_HPVnegative regulation of leukocyte differentiation11/737102/187232.24e-032.26e-0211
GO:190370712CervixHSIL_HPVnegative regulation of hemopoiesis11/737106/187233.04e-032.80e-0211
GO:190313112CervixHSIL_HPVmononuclear cell differentiation29/737426/187233.10e-032.84e-0229
GO:0007029ColorectumADendoplasmic reticulum organization31/391887/187231.08e-031.00e-0231
GO:1903706ColorectumADregulation of hemopoiesis99/3918367/187233.08e-032.28e-0299
GO:0071786ColorectumADendoplasmic reticulum tubular network organization9/391818/187235.82e-033.67e-029
GO:00070291ColorectumSERendoplasmic reticulum organization23/289787/187235.77e-034.23e-0223
GO:19037061ColorectumMSSregulation of hemopoiesis89/3467367/187233.39e-032.56e-0289
GO:1903131ColorectumFAPmononuclear cell differentiation79/2622426/187235.00e-033.33e-0279
GO:19037063ColorectumFAPregulation of hemopoiesis69/2622367/187236.01e-033.78e-0269
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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
TMEM17SNVMissense_Mutationrs150884514c.47G>Ap.Arg16Glnp.R16QQ86X19protein_codingtolerated(0.56)possibly_damaging(0.462)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TMEM17SNVMissense_Mutationc.394N>Ap.Glu132Lysp.E132KQ86X19protein_codingdeleterious(0.03)benign(0.272)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
TMEM17SNVMissense_Mutationrs763067703c.376N>Ap.Leu126Ilep.L126IQ86X19protein_codingtolerated(0.08)probably_damaging(0.998)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TMEM17SNVMissense_Mutationrs561991904c.515G>Ap.Arg172Hisp.R172HQ86X19protein_codingtolerated(0.37)benign(0)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM17SNVMissense_Mutationnovelc.563N>Cp.Met188Thrp.M188TQ86X19protein_codingtolerated_low_confidence(0.61)benign(0.001)TCGA-AJ-A3NE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM17SNVMissense_Mutationnovelc.425C>Tp.Ala142Valp.A142VQ86X19protein_codingdeleterious(0.02)possibly_damaging(0.878)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM17SNVMissense_Mutationnovelc.39C>Ap.Asn13Lysp.N13KQ86X19protein_codingtolerated(0.15)benign(0.245)TCGA-B5-A0JZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
TMEM17SNVMissense_Mutationrs150163358c.539N>Ap.Arg180Glnp.R180QQ86X19protein_codingtolerated(0.6)benign(0)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM17SNVMissense_Mutationnovelc.575N>Ap.Arg192Lysp.R192KQ86X19protein_codingtolerated_low_confidence(0.25)benign(0.142)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM17SNVMissense_Mutationnovelc.562N>Gp.Met188Valp.M188VQ86X19protein_codingtolerated_low_confidence(0.66)benign(0)TCGA-EY-A1G8-01Endometriumuterine corpus endometrioid 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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