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:003601012Oral cavityLPprotein localization to endosome14/462324/187234.52e-044.30e-0314
GO:007086112Oral cavityLPregulation of protein exit from endoplasmic reticulum14/462327/187232.14e-031.57e-0214
GO:0070863Oral cavityLPpositive regulation of protein exit from endoplasmic reticulum9/462315/187233.82e-032.48e-029
GO:003134615Oral cavityLPpositive regulation of cell projection organization109/4623353/187234.59e-032.93e-02109
GO:001097612Oral cavityLPpositive regulation of neuron projection development55/4623163/187235.74e-033.44e-0255
GO:003238622Oral cavityEOLPregulation of intracellular transport91/2218337/187231.51e-146.47e-1291
GO:003315722Oral cavityEOLPregulation of intracellular protein transport63/2218229/187237.28e-119.09e-0963
GO:005122225Oral cavityEOLPpositive regulation of protein transport72/2218303/187234.20e-092.41e-0772
GO:003238822Oral cavityEOLPpositive regulation of intracellular transport54/2218202/187234.95e-092.74e-0754
GO:190495125Oral cavityEOLPpositive regulation of establishment of protein localization73/2218319/187231.80e-087.94e-0773
GO:003252721Oral cavityEOLPprotein exit from endoplasmic reticulum20/221848/187231.68e-075.43e-0620
GO:009031622Oral cavityEOLPpositive regulation of intracellular protein transport42/2218160/187234.18e-071.19e-0542
GO:003134621Oral cavityEOLPpositive regulation of cell projection organization74/2218353/187236.00e-071.56e-0574
GO:001097515Oral cavityEOLPregulation of neuron projection development86/2218445/187232.75e-066.05e-0586
GO:007086121Oral cavityEOLPregulation of protein exit from endoplasmic reticulum12/221827/187232.32e-053.50e-0412
GO:001097621Oral cavityEOLPpositive regulation of neuron projection development35/2218163/187233.25e-043.03e-0335
GO:00157483Oral cavityEOLPorganophosphate ester transport28/2218140/187233.66e-032.05e-0228
GO:003238631Oral cavityNEOLPregulation of intracellular transport77/2005337/187237.66e-118.58e-0977
GO:003315731Oral cavityNEOLPregulation of intracellular protein transport53/2005229/187234.28e-081.77e-0653
GO:003238831Oral cavityNEOLPpositive regulation of intracellular transport45/2005202/187231.35e-063.46e-0545
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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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