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: TMEM63A

Gene summary for TMEM63A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM63A

Gene ID

9725

Gene nametransmembrane protein 63A
Gene AliasHLD19
Cytomap1q42.12
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A024R3T3


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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
9725TMEM63AA002-C-114HumanColorectumFAP9.19e-17-7.66e-02-0.1561
9725TMEM63AA015-C-104HumanColorectumFAP2.68e-23-9.11e-02-0.1899
9725TMEM63AA001-C-014HumanColorectumFAP2.46e-08-1.11e-010.0135
9725TMEM63AA002-C-016HumanColorectumFAP1.75e-18-2.75e-010.0521
9725TMEM63AA015-C-002HumanColorectumFAP1.92e-10-2.80e-01-0.0763
9725TMEM63AA001-C-203HumanColorectumFAP4.84e-077.28e-02-0.0481
9725TMEM63AA002-C-116HumanColorectumFAP2.32e-24-2.30e-01-0.0452
9725TMEM63AA014-C-008HumanColorectumFAP7.05e-13-1.57e-01-0.191
9725TMEM63AA018-E-020HumanColorectumFAP9.32e-17-1.85e-01-0.2034
9725TMEM63AF034HumanColorectumFAP1.54e-15-9.67e-02-0.0665
9725TMEM63AF072BHumanColorectumFAP2.50e-05-2.97e-030.257
9725TMEM63ACRC-3-11773HumanColorectumCRC2.42e-041.68e-010.2564
9725TMEM63ALZE7THumanEsophagusESCC3.66e-022.01e-010.0667
9725TMEM63ALZE20THumanEsophagusESCC5.20e-032.52e-020.0662
9725TMEM63ALZE24THumanEsophagusESCC1.40e-064.69e-020.0596
9725TMEM63AP1T-EHumanEsophagusESCC5.19e-062.14e-010.0875
9725TMEM63AP2T-EHumanEsophagusESCC7.25e-302.86e-010.1177
9725TMEM63AP5T-EHumanEsophagusESCC1.20e-06-4.36e-020.1327
9725TMEM63AP8T-EHumanEsophagusESCC2.30e-121.60e-010.0889
9725TMEM63AP9T-EHumanEsophagusESCC1.13e-045.22e-020.1131
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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
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
TMEM63ASNVMissense_Mutationnovelc.1096G>Tp.Asp366Tyrp.D366YO94886protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM63ASNVMissense_Mutationrs376648031c.2086G>Ap.Ala696Thrp.A696TO94886protein_codingtolerated(1)benign(0)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM63ASNVMissense_Mutationrs760750326c.1751N>Ap.Arg584Hisp.R584HO94886protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
TMEM63AinsertionNonsense_Mutationnovelc.975_976insTCTGAGAGAATAATTGTTCCCTCTGAGCTCTTGGGGACCTAAGp.Arg326SerfsTer14p.R326Sfs*14O94886protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
TMEM63AinsertionFrame_Shift_Insnovelc.790_791insGCAAp.Tyr264CysfsTer18p.Y264Cfs*18O94886protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
TMEM63AinsertionIn_Frame_Insnovelc.789_790insAAGTGTCAGAGCCTTCAGp.Cys263_Tyr264insLysCysGlnSerLeuGlnp.C263_Y264insKCQSLQO94886protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
TMEM63AdeletionFrame_Shift_Delc.505delGp.Asp169ThrfsTer15p.D169Tfs*15O94886protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TMEM63ASNVMissense_Mutationnovelc.1523T>Cp.Ile508Thrp.I508TO94886protein_codingtolerated(0.47)benign(0.124)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMEM63ASNVMissense_Mutationnovelc.2362C>Ap.Pro788Thrp.P788TO94886protein_codingtolerated(0.53)benign(0.025)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TMEM63ASNVMissense_Mutationrs753026260c.1474C>Tp.His492Tyrp.H492YO94886protein_codingdeleterious(0)probably_damaging(0.997)TCGA-UC-A7PG-06Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
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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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