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: TMEM120A

Gene summary for TMEM120A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM120A

Gene ID

83862

Gene nametransmembrane protein 120A
Gene AliasNET29
Cytomap7q11.23
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

A0A087X266


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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
83862TMEM120AHTA11_2487_2000001011HumanColorectumSER2.36e-115.45e-01-0.1808
83862TMEM120AHTA11_347_2000001011HumanColorectumAD2.87e-184.66e-01-0.1954
83862TMEM120AHTA11_411_2000001011HumanColorectumSER2.23e-051.13e+00-0.2602
83862TMEM120AHTA11_2112_2000001011HumanColorectumSER2.30e-056.66e-01-0.2196
83862TMEM120AHTA11_3361_2000001011HumanColorectumAD3.18e-063.55e-01-0.1207
83862TMEM120AHTA11_83_2000001011HumanColorectumSER1.01e-054.58e-01-0.1526
83862TMEM120AHTA11_696_2000001011HumanColorectumAD1.59e-154.51e-01-0.1464
83862TMEM120AHTA11_866_2000001011HumanColorectumAD2.86e-031.84e-01-0.1001
83862TMEM120AHTA11_1391_2000001011HumanColorectumAD1.06e-093.73e-01-0.059
83862TMEM120AHTA11_2992_2000001011HumanColorectumSER4.18e-044.63e-01-0.1706
83862TMEM120AHTA11_5212_2000001011HumanColorectumAD2.35e-064.87e-01-0.2061
83862TMEM120AHTA11_5216_2000001011HumanColorectumSER2.52e-077.73e-01-0.1462
83862TMEM120AHTA11_6818_2000001011HumanColorectumAD3.25e-023.30e-010.0112
83862TMEM120AHTA11_7469_2000001011HumanColorectumAD2.87e-035.04e-01-0.0124
83862TMEM120AHTA11_99999971662_82457HumanColorectumMSS7.81e-134.10e-010.3859
83862TMEM120AHTA11_99999974143_84620HumanColorectumMSS3.71e-062.73e-010.3005
83862TMEM120ALZE4THumanEsophagusESCC7.14e-071.76e-010.0811
83862TMEM120ALZE7THumanEsophagusESCC6.07e-031.09e-010.0667
83862TMEM120ALZE8THumanEsophagusESCC3.36e-049.65e-020.067
83862TMEM120ALZE20THumanEsophagusESCC9.10e-062.08e-010.0662
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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
GO:0045444ColorectumSERfat cell differentiation51/2897229/187233.96e-033.26e-0251
GO:00454449EsophagusESCCfat cell differentiation135/8552229/187233.38e-052.78e-04135
GO:000961216EsophagusESCCresponse to mechanical stimulus124/8552216/187233.30e-041.94e-03124
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:00454442LiverCirrhoticfat cell differentiation73/4634229/187238.57e-033.97e-0273
GO:00454441LiverHCCfat cell differentiation120/7958229/187231.52e-038.05e-03120
GO:00096124LiverHCCresponse to mechanical stimulus113/7958216/187232.20e-031.10e-02113
GO:0051291LiverHCCprotein heterooligomerization17/795825/187238.94e-033.45e-0217
GO:000961210Oral cavityOSCCresponse to mechanical stimulus115/7305216/187231.43e-051.44e-04115
GO:00454448Oral cavityOSCCfat cell differentiation120/7305229/187232.48e-052.32e-04120
GO:0051259Oral cavityOSCCprotein complex oligomerization121/7305238/187231.29e-049.21e-04121
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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
TMEM120ASNVMissense_Mutationnovelc.408C>Gp.Phe136Leup.F136Lprotein_codingdeleterious(0)probably_damaging(0.991)TCGA-A2-A0CL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
TMEM120ASNVMissense_Mutationrs782555331c.454C>Tp.Arg152Cysp.R152Cprotein_codingtolerated(0.06)probably_damaging(0.999)TCGA-B6-A1KN-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TMEM120ASNVMissense_Mutationnovelc.484N>Ap.Ala162Thrp.A162Tprotein_codingtolerated(0.22)benign(0.06)TCGA-GM-A2DB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
TMEM120AdeletionFrame_Shift_Delnovelc.960delAp.Glu321LysfsTer3p.E321Kfs*3protein_codingTCGA-EK-A2PI-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
TMEM120ASNVMissense_Mutationnovelc.566N>Cp.Ile189Thrp.I189Tprotein_codingdeleterious(0)possibly_damaging(0.842)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM120ASNVMissense_Mutationnovelc.554N>Gp.Asn185Serp.N185Sprotein_codingdeleterious(0)benign(0.041)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM120ASNVMissense_Mutationnovelc.725N>Ap.Ser242Asnp.S242Nprotein_codingtolerated(0.08)possibly_damaging(0.886)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM120ASNVMissense_Mutationrs781856159c.1096N>Tp.Arg366Cysp.R366Cprotein_codingdeleterious_low_confidence(0.03)unknown(0)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TMEM120ASNVMissense_Mutationrs782572304c.697G>Ap.Val233Metp.V233Mprotein_codingdeleterious(0)probably_damaging(0.93)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM120ASNVMissense_Mutationrs782444597c.947N>Tp.Ala316Valp.A316Vprotein_codingdeleterious_low_confidence(0.02)benign(0.034)TCGA-AJ-A8CT-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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