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:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:0033157110EsophagusESCCregulation of intracellular protein transport169/8552229/187233.31e-183.23e-16169
GO:0032388110EsophagusESCCpositive regulation of intracellular transport152/8552202/187237.89e-187.36e-16152
GO:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:009031617EsophagusESCCpositive regulation of intracellular protein transport122/8552160/187232.45e-151.49e-13122
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:003252714EsophagusESCCprotein exit from endoplasmic reticulum37/855248/187238.99e-068.65e-0537
GO:003134616EsophagusESCCpositive regulation of cell projection organization201/8552353/187231.19e-051.11e-04201
GO:001097516EsophagusESCCregulation of neuron projection development240/8552445/187232.48e-041.53e-03240
GO:00360106EsophagusESCCprotein localization to endosome18/855224/187233.43e-031.41e-0218
GO:00109764EsophagusESCCpositive regulation of neuron projection development91/8552163/187235.72e-032.13e-0291
GO:00708615EsophagusESCCregulation of protein exit from endoplasmic reticulum19/855227/187238.35e-032.95e-0219
GO:003238611LiverCirrhoticregulation of intracellular transport147/4634337/187231.84e-141.72e-12147
GO:003315711LiverCirrhoticregulation of intracellular protein transport108/4634229/187231.23e-131.04e-11108
GO:190495112LiverCirrhoticpositive regulation of establishment of protein localization135/4634319/187233.20e-122.28e-10135
GO:005122212LiverCirrhoticpositive regulation of protein transport126/4634303/187236.85e-113.77e-09126
GO:003238811LiverCirrhoticpositive regulation of intracellular transport92/4634202/187238.60e-114.66e-0992
GO:009031611LiverCirrhoticpositive regulation of intracellular protein transport77/4634160/187231.17e-106.21e-0977
GO:00325271LiverCirrhoticprotein exit from endoplasmic reticulum29/463448/187231.63e-074.30e-0629
GO:00708611LiverCirrhoticregulation of protein exit from endoplasmic reticulum17/463427/187232.89e-053.65e-0417
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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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