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
9725TMEM63AHTA11_3410_2000001011HumanColorectumAD4.65e-02-1.88e-010.0155
9725TMEM63AHTA11_866_3004761011HumanColorectumAD4.21e-023.68e-010.096
9725TMEM63AHTA11_10711_2000001011HumanColorectumAD9.08e-034.21e-010.0338
9725TMEM63AHTA11_7696_3000711011HumanColorectumAD3.94e-085.62e-010.0674
9725TMEM63AHTA11_99999965062_69753HumanColorectumMSI-H1.47e-029.66e-010.3487
9725TMEM63AHTA11_99999965104_69814HumanColorectumMSS1.88e-087.20e-010.281
9725TMEM63AF007HumanColorectumFAP2.86e-02-1.91e-010.1176
9725TMEM63AA015-C-203HumanColorectumFAP3.37e-21-1.92e-01-0.1294
9725TMEM63AA015-C-204HumanColorectumFAP1.68e-04-1.37e-01-0.0228
9725TMEM63AA014-C-040HumanColorectumFAP3.28e-031.54e-01-0.1184
9725TMEM63AA002-C-201HumanColorectumFAP2.14e-12-2.47e-010.0324
9725TMEM63AA002-C-203HumanColorectumFAP4.81e-024.17e-030.2786
9725TMEM63AA001-C-119HumanColorectumFAP1.51e-082.42e-01-0.1557
9725TMEM63AA001-C-108HumanColorectumFAP3.12e-146.62e-02-0.0272
9725TMEM63AA002-C-021HumanColorectumFAP2.92e-022.53e-010.1171
9725TMEM63AA002-C-205HumanColorectumFAP1.79e-19-5.96e-02-0.1236
9725TMEM63AA001-C-104HumanColorectumFAP5.46e-032.02e-010.0184
9725TMEM63AA015-C-005HumanColorectumFAP3.17e-021.28e-01-0.0336
9725TMEM63AA015-C-006HumanColorectumFAP1.66e-14-1.95e-02-0.0994
9725TMEM63AA015-C-106HumanColorectumFAP8.64e-096.51e-02-0.0511
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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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