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: TFB2M

Gene summary for TFB2M

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TFB2M

Gene ID

64216

Gene nametranscription factor B2, mitochondrial
Gene AliasHkp1
Cytomap1q44
Gene Typeprotein-coding
GO ID

GO:0000154

UniProtAcc

Q9H5Q4


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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
64216TFB2MLZE4THumanEsophagusESCC6.92e-032.18e-010.0811
64216TFB2MLZE24THumanEsophagusESCC1.31e-092.00e-010.0596
64216TFB2MP2T-EHumanEsophagusESCC2.05e-362.44e-010.1177
64216TFB2MP4T-EHumanEsophagusESCC1.84e-052.61e-010.1323
64216TFB2MP5T-EHumanEsophagusESCC2.43e-113.26e-010.1327
64216TFB2MP8T-EHumanEsophagusESCC5.99e-092.05e-010.0889
64216TFB2MP9T-EHumanEsophagusESCC9.14e-041.93e-010.1131
64216TFB2MP10T-EHumanEsophagusESCC1.46e-232.96e-010.116
64216TFB2MP11T-EHumanEsophagusESCC1.65e-094.70e-010.1426
64216TFB2MP12T-EHumanEsophagusESCC1.41e-153.35e-010.1122
64216TFB2MP15T-EHumanEsophagusESCC1.10e-132.43e-010.1149
64216TFB2MP16T-EHumanEsophagusESCC7.22e-244.66e-010.1153
64216TFB2MP17T-EHumanEsophagusESCC1.12e-052.36e-020.1278
64216TFB2MP20T-EHumanEsophagusESCC3.71e-081.54e-010.1124
64216TFB2MP21T-EHumanEsophagusESCC9.00e-235.61e-010.1617
64216TFB2MP22T-EHumanEsophagusESCC7.31e-203.35e-010.1236
64216TFB2MP23T-EHumanEsophagusESCC9.32e-196.87e-010.108
64216TFB2MP24T-EHumanEsophagusESCC2.70e-081.26e-010.1287
64216TFB2MP26T-EHumanEsophagusESCC6.16e-204.66e-010.1276
64216TFB2MP27T-EHumanEsophagusESCC8.30e-182.34e-010.1055
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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
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
∗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:0022613111EsophagusESCCribonucleoprotein complex biogenesis365/8552463/187231.74e-491.11e-45365
GO:0042254111EsophagusESCCribosome biogenesis252/8552299/187233.27e-441.04e-40252
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:0016072110EsophagusESCCrRNA metabolic process197/8552236/187231.31e-331.18e-30197
GO:0006364110EsophagusESCCrRNA processing189/8552225/187234.88e-333.87e-30189
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:014005313EsophagusESCCmitochondrial gene expression93/8552108/187231.96e-182.03e-1693
GO:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
GO:00009592EsophagusESCCmitochondrial RNA metabolic process39/855249/187231.20e-061.49e-0539
GO:000635211EsophagusESCCDNA-templated transcription, initiation86/8552130/187231.88e-062.19e-0586
GO:00015101EsophagusESCCRNA methylation58/855283/187236.87e-066.94e-0558
GO:0000154EsophagusESCCrRNA modification26/855237/187232.16e-039.62e-0326
GO:002261322LiverHCCribonucleoprotein complex biogenesis355/7958463/187237.76e-524.92e-48355
GO:004225422LiverHCCribosome biogenesis246/7958299/187234.99e-461.58e-42246
GO:00344702LiverHCCncRNA processing293/7958395/187234.26e-386.76e-35293
GO:001607212LiverHCCrRNA metabolic process193/7958236/187231.26e-351.14e-32193
GO:000636421LiverHCCrRNA processing185/7958225/187238.14e-356.45e-32185
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
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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
TFB2MSNVMissense_Mutationnovelc.244G>Ap.Glu82Lysp.E82KQ9H5Q4protein_codingtolerated(0.45)benign(0.015)TCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TFB2MSNVMissense_Mutationnovelc.98N>Cp.Arg33Prop.R33PQ9H5Q4protein_codingtolerated(0.06)probably_damaging(0.916)TCGA-AR-A0TS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TFB2MSNVMissense_Mutationc.784N>Ap.Val262Ilep.V262IQ9H5Q4protein_codingdeleterious(0.04)benign(0.076)TCGA-AR-A24V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TFB2MSNVMissense_Mutationnovelc.410N>Ap.Gly137Glup.G137EQ9H5Q4protein_codingtolerated(0.46)benign(0.042)TCGA-BH-A0B9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
TFB2MinsertionFrame_Shift_Insnovelc.69_70insACTAGAGACGGGATTTCGCCGTGTTGGCCAGGATGGTCTCp.Cys24ThrfsTer19p.C24Tfs*19Q9H5Q4protein_codingTCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TFB2MinsertionNonsense_Mutationnovelc.161_162insCTAGAGACGGGATTp.Glu54AspfsTer2p.E54Dfs*2Q9H5Q4protein_codingTCGA-BH-A0GY-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyotxanSD
TFB2MSNVMissense_Mutationrs777902650c.95C>Gp.Thr32Argp.T32RQ9H5Q4protein_codingtolerated(0.83)benign(0.001)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
TFB2MSNVMissense_Mutationnovelc.759N>Gp.Ile253Metp.I253MQ9H5Q4protein_codingdeleterious(0)benign(0.047)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
TFB2MSNVMissense_Mutationrs778994953c.1102N>Gp.Gln368Glup.Q368EQ9H5Q4protein_codingtolerated(1)benign(0.001)TCGA-EA-A43B-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TFB2MSNVMissense_Mutationc.674N>Ap.Val225Glup.V225EQ9H5Q4protein_codingdeleterious(0)possibly_damaging(0.659)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=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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