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: TMEM30A

Gene summary for TMEM30A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM30A

Gene ID

55754

Gene nametransmembrane protein 30A
Gene AliasC6orf67
Cytomap6q14.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9NV96


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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
55754TMEM30ALZE2THumanEsophagusESCC2.01e-033.80e-010.082
55754TMEM30ALZE4THumanEsophagusESCC1.11e-133.95e-010.0811
55754TMEM30ALZE7THumanEsophagusESCC1.20e-035.85e-010.0667
55754TMEM30ALZE8THumanEsophagusESCC3.37e-083.47e-020.067
55754TMEM30ALZE20THumanEsophagusESCC2.02e-051.27e-010.0662
55754TMEM30ALZE24THumanEsophagusESCC1.31e-156.09e-010.0596
55754TMEM30ALZE21THumanEsophagusESCC9.15e-047.20e-020.0655
55754TMEM30ALZE6THumanEsophagusESCC2.45e-031.92e-010.0845
55754TMEM30AP1T-EHumanEsophagusESCC5.06e-072.98e-010.0875
55754TMEM30AP2T-EHumanEsophagusESCC1.92e-336.57e-010.1177
55754TMEM30AP4T-EHumanEsophagusESCC4.09e-206.67e-010.1323
55754TMEM30AP5T-EHumanEsophagusESCC2.83e-163.70e-010.1327
55754TMEM30AP8T-EHumanEsophagusESCC3.52e-409.84e-010.0889
55754TMEM30AP9T-EHumanEsophagusESCC1.06e-072.12e-010.1131
55754TMEM30AP10T-EHumanEsophagusESCC3.91e-357.01e-010.116
55754TMEM30AP11T-EHumanEsophagusESCC1.60e-169.80e-010.1426
55754TMEM30AP12T-EHumanEsophagusESCC1.69e-337.10e-010.1122
55754TMEM30AP15T-EHumanEsophagusESCC3.74e-319.14e-010.1149
55754TMEM30AP16T-EHumanEsophagusESCC2.63e-347.43e-010.1153
55754TMEM30AP17T-EHumanEsophagusESCC8.79e-085.30e-010.1278
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:190495133Oral cavityNEOLPpositive regulation of establishment of protein localization61/2005319/187234.85e-061.03e-0461
GO:009031631Oral cavityNEOLPpositive regulation of intracellular protein transport36/2005160/187231.18e-052.15e-0436
GO:001097521Oral cavityNEOLPregulation of neuron projection development77/2005445/187231.44e-052.53e-0477
GO:005122233Oral cavityNEOLPpositive regulation of protein transport57/2005303/187231.62e-052.79e-0457
GO:003134631Oral cavityNEOLPpositive regulation of cell projection organization60/2005353/187232.01e-042.17e-0360
GO:001574811Oral cavityNEOLPorganophosphate ester transport25/2005140/187237.16e-033.63e-0225
GO:003238610ProstateBPHregulation of intracellular transport106/3107337/187238.77e-126.70e-10106
GO:190495117ProstateBPHpositive regulation of establishment of protein localization101/3107319/187231.77e-111.24e-09101
GO:003315716ProstateBPHregulation of intracellular protein transport76/3107229/187235.05e-102.56e-0876
GO:005122217ProstateBPHpositive regulation of protein transport93/3107303/187236.94e-103.25e-0893
GO:003238816ProstateBPHpositive regulation of intracellular transport68/3107202/187232.08e-098.35e-0868
GO:00903169ProstateBPHpositive regulation of intracellular protein transport55/3107160/187233.09e-088.91e-0755
GO:00109759ProstateBPHregulation of neuron projection development118/3107445/187235.85e-081.57e-06118
GO:00313469ProstateBPHpositive regulation of cell projection organization98/3107353/187237.34e-081.88e-0698
GO:00325275ProstateBPHprotein exit from endoplasmic reticulum18/310748/187234.06e-042.96e-0318
GO:00109762ProstateBPHpositive regulation of neuron projection development44/3107163/187235.23e-043.68e-0344
GO:00708613ProstateBPHregulation of protein exit from endoplasmic reticulum11/310727/187232.50e-031.34e-0211
GO:00360104ProstateBPHprotein localization to endosome9/310724/187231.14e-024.64e-029
GO:003238614ProstateTumorregulation of intracellular transport111/3246337/187231.83e-121.65e-10111
GO:190495118ProstateTumorpositive regulation of establishment of protein localization106/3246319/187233.13e-122.70e-10106
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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
TMEM30ASNVMissense_Mutationnovelc.549A>Cp.Leu183Phep.L183FQ9NV96protein_codingtolerated(0.75)benign(0.405)TCGA-A7-A56D-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TMEM30ASNVMissense_Mutationrs766839161c.808C>Tp.Arg270Cysp.R270CQ9NV96protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM30ASNVMissense_Mutationnovelc.149T>Gp.Val50Glyp.V50GQ9NV96protein_codingdeleterious(0)possibly_damaging(0.885)TCGA-LL-A8F5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
TMEM30AdeletionFrame_Shift_Delnovelc.216delNp.Asn73ThrfsTer27p.N73Tfs*27Q9NV96protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TMEM30ASNVMissense_Mutationnovelc.14N>Gp.Tyr5Cysp.Y5CQ9NV96protein_codingtolerated_low_confidence(0.1)benign(0.005)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMEM30ASNVMissense_Mutationc.851C>Tp.Pro284Leup.P284LQ9NV96protein_codingtolerated(0.14)benign(0.371)TCGA-A6-2681-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TMEM30ASNVMissense_Mutationc.200N>Ap.Gly67Aspp.G67DQ9NV96protein_codingdeleterious(0.04)possibly_damaging(0.829)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TMEM30ASNVMissense_Mutationrs766839161c.808C>Tp.Arg270Cysp.R270CQ9NV96protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TMEM30ASNVMissense_Mutationrs778890689c.920N>Ap.Arg307Glnp.R307QQ9NV96protein_codingtolerated(0.06)benign(0.393)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TMEM30ASNVMissense_Mutationc.769T>Gp.Phe257Valp.F257VQ9NV96protein_codingdeleterious(0)possibly_damaging(0.79)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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