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: TMEM53

Gene summary for TMEM53

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM53

Gene ID

79639

Gene nametransmembrane protein 53
Gene AliasNET4
Cytomap1p34.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q6P2H8


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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
79639TMEM53P36T-EHumanEsophagusESCC2.01e-029.39e-020.1187
79639TMEM53P37T-EHumanEsophagusESCC5.89e-163.34e-010.1371
79639TMEM53P39T-EHumanEsophagusESCC4.24e-183.19e-010.0894
79639TMEM53P40T-EHumanEsophagusESCC1.19e-042.18e-010.109
79639TMEM53P42T-EHumanEsophagusESCC1.87e-031.38e-010.1175
79639TMEM53P47T-EHumanEsophagusESCC9.44e-071.44e-010.1067
79639TMEM53P48T-EHumanEsophagusESCC9.44e-071.43e-010.0959
79639TMEM53P49T-EHumanEsophagusESCC3.49e-034.21e-010.1768
79639TMEM53P52T-EHumanEsophagusESCC2.03e-091.85e-010.1555
79639TMEM53P54T-EHumanEsophagusESCC7.51e-224.86e-010.0975
79639TMEM53P57T-EHumanEsophagusESCC4.44e-082.01e-010.0926
79639TMEM53P61T-EHumanEsophagusESCC9.60e-051.48e-010.099
79639TMEM53P62T-EHumanEsophagusESCC7.83e-213.49e-010.1302
79639TMEM53P65T-EHumanEsophagusESCC2.07e-081.71e-010.0978
79639TMEM53P74T-EHumanEsophagusESCC6.84e-164.21e-010.1479
79639TMEM53P75T-EHumanEsophagusESCC2.51e-335.64e-010.1125
79639TMEM53P76T-EHumanEsophagusESCC1.30e-152.73e-010.1207
79639TMEM53P79T-EHumanEsophagusESCC9.67e-182.94e-010.1154
79639TMEM53P80T-EHumanEsophagusESCC8.38e-173.76e-010.155
79639TMEM53P82T-EHumanEsophagusESCC1.45e-136.64e-010.1072
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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
∗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
TMEM53SNVMissense_Mutationnovelc.313G>Cp.Glu105Glnp.E105QQ6P2H8protein_codingtolerated(0.38)benign(0.342)TCGA-BH-A1ET-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TMEM53SNVMissense_Mutationrs769914658c.742N>Ap.Val248Metp.V248MQ6P2H8protein_codingtolerated(0.12)probably_damaging(0.931)TCGA-C8-A12X-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TMEM53SNVMissense_Mutationc.30N>Gp.Ile10Metp.I10MQ6P2H8protein_codingdeleterious(0)possibly_damaging(0.65)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
TMEM53SNVMissense_Mutationrs765679820c.712N>Tp.Arg238Cysp.R238CQ6P2H8protein_codingdeleterious(0.02)benign(0.007)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
TMEM53SNVMissense_Mutationnovelc.433N>Ap.Ala145Thrp.A145TQ6P2H8protein_codingdeleterious(0.03)benign(0.234)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TMEM53SNVMissense_Mutationnovelc.479N>Tp.Ala160Valp.A160VQ6P2H8protein_codingtolerated(0.71)benign(0.014)TCGA-AP-A05O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
TMEM53SNVMissense_Mutationrs541061866c.661N>Ap.Glu221Lysp.E221KQ6P2H8protein_codingtolerated(0.92)benign(0.007)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
TMEM53SNVMissense_Mutationnovelc.193N>Ap.Val65Ilep.V65IQ6P2H8protein_codingdeleterious(0.05)probably_damaging(0.954)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM53SNVMissense_Mutationnovelc.491G>Ap.Arg164Hisp.R164HQ6P2H8protein_codingtolerated(0.29)benign(0.001)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
TMEM53SNVMissense_Mutationrs572228119c.689N>Ap.Arg230Hisp.R230HQ6P2H8protein_codingtolerated(0.69)benign(0.017)TCGA-AX-A0J1-01Endometriumuterine 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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