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: TMEM30B

Gene summary for TMEM30B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM30B

Gene ID

161291

Gene nametransmembrane protein 30B
Gene AliasCDC50B
Cytomap14q23.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q3MIR4


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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
161291TMEM30BLZE7THumanEsophagusESCC5.81e-05-2.11e-010.0667
161291TMEM30BLZE8THumanEsophagusESCC1.04e-02-3.08e-010.067
161291TMEM30BLZE24THumanEsophagusESCC1.13e-095.78e-010.0596
161291TMEM30BP1T-EHumanEsophagusESCC1.56e-031.35e-010.0875
161291TMEM30BP2T-EHumanEsophagusESCC2.32e-253.88e-020.1177
161291TMEM30BP4T-EHumanEsophagusESCC3.82e-093.93e-010.1323
161291TMEM30BP5T-EHumanEsophagusESCC1.90e-10-8.04e-020.1327
161291TMEM30BP8T-EHumanEsophagusESCC1.17e-206.48e-010.0889
161291TMEM30BP9T-EHumanEsophagusESCC2.43e-12-9.14e-020.1131
161291TMEM30BP10T-EHumanEsophagusESCC1.98e-173.87e-010.116
161291TMEM30BP12T-EHumanEsophagusESCC3.96e-175.03e-010.1122
161291TMEM30BP15T-EHumanEsophagusESCC1.07e-187.72e-010.1149
161291TMEM30BP16T-EHumanEsophagusESCC1.98e-134.72e-020.1153
161291TMEM30BP19T-EHumanEsophagusESCC4.81e-04-1.23e-010.1662
161291TMEM30BP20T-EHumanEsophagusESCC9.92e-082.70e-010.1124
161291TMEM30BP21T-EHumanEsophagusESCC1.21e-08-2.90e-010.1617
161291TMEM30BP22T-EHumanEsophagusESCC2.82e-143.88e-020.1236
161291TMEM30BP23T-EHumanEsophagusESCC7.40e-042.93e-010.108
161291TMEM30BP24T-EHumanEsophagusESCC3.70e-09-5.06e-020.1287
161291TMEM30BP26T-EHumanEsophagusESCC2.29e-308.44e-010.1276
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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
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
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:00708615EsophagusESCCregulation of protein exit from endoplasmic reticulum19/855227/187238.35e-032.95e-0219
GO:003238615Oral cavityOSCCregulation of intracellular transport218/7305337/187236.91e-221.41e-19218
GO:003315718Oral cavityOSCCregulation of intracellular protein transport155/7305229/187231.05e-181.28e-16155
GO:190495119Oral cavityOSCCpositive regulation of establishment of protein localization196/7305319/187232.89e-162.20e-14196
GO:005122219Oral cavityOSCCpositive regulation of protein transport187/7305303/187237.37e-165.49e-14187
GO:003238818Oral cavityOSCCpositive regulation of intracellular transport134/7305202/187232.82e-151.88e-13134
GO:009031610Oral cavityOSCCpositive regulation of intracellular protein transport110/7305160/187232.10e-141.19e-12110
GO:00325276Oral cavityOSCCprotein exit from endoplasmic reticulum36/730548/187234.31e-076.36e-0636
GO:00708614Oral cavityOSCCregulation of protein exit from endoplasmic reticulum20/730527/187232.32e-041.51e-0320
GO:003238616Oral cavityLPregulation of intracellular transport145/4623337/187238.58e-148.27e-12145
GO:003238819Oral cavityLPpositive regulation of intracellular transport97/4623202/187234.79e-134.30e-1197
GO:003315719Oral cavityLPregulation of intracellular protein transport106/4623229/187237.85e-136.68e-11106
GO:1904951110Oral cavityLPpositive regulation of establishment of protein localization132/4623319/187233.06e-112.00e-09132
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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
TMEM30BSNVMissense_Mutationnovelc.1042N>Ap.Asp348Asnp.D348NQ3MIR4protein_codingtolerated(0.15)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMEM30BSNVMissense_Mutationc.172N>Gp.Asn58Aspp.N58DQ3MIR4protein_codingtolerated(0.31)benign(0.291)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TMEM30BSNVMissense_Mutationnovelc.1031A>Gp.Asp344Glyp.D344GQ3MIR4protein_codingtolerated(0.15)possibly_damaging(0.85)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMEM30BSNVMissense_Mutationrs756178430c.296N>Tp.Ser99Leup.S99LQ3MIR4protein_codingdeleterious(0.03)benign(0.14)TCGA-FU-A3NI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMEM30BSNVMissense_Mutationc.893N>Ap.Gly298Aspp.G298DQ3MIR4protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TMEM30BSNVMissense_Mutationnovelc.939N>Tp.Lys313Asnp.K313NQ3MIR4protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TMEM30BSNVMissense_Mutationc.617N>Ap.Phe206Tyrp.F206YQ3MIR4protein_codingtolerated(0.14)benign(0.193)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TMEM30BSNVMissense_Mutationnovelc.1036N>Ap.Asp346Asnp.D346NQ3MIR4protein_codingtolerated(1)benign(0)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
TMEM30BSNVMissense_Mutationnovelc.583N>Ap.Gly195Serp.G195SQ3MIR4protein_codingdeleterious(0)possibly_damaging(0.457)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
TMEM30BSNVMissense_Mutationnovelc.812N>Gp.Gln271Argp.Q271RQ3MIR4protein_codingtolerated(0.28)benign(0.001)TCGA-BS-A0UJ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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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