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: TFDP1

Gene summary for TFDP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TFDP1

Gene ID

7027

Gene nametranscription factor Dp-1
Gene AliasDILC
Cytomap13q34
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

A0A024RDY4


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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
7027TFDP1LZE8THumanEsophagusESCC6.63e-031.35e-010.067
7027TFDP1LZE24THumanEsophagusESCC2.26e-022.38e-020.0596
7027TFDP1P2T-EHumanEsophagusESCC1.34e-297.15e-010.1177
7027TFDP1P4T-EHumanEsophagusESCC6.35e-299.09e-010.1323
7027TFDP1P5T-EHumanEsophagusESCC3.39e-265.33e-010.1327
7027TFDP1P8T-EHumanEsophagusESCC5.43e-275.61e-010.0889
7027TFDP1P9T-EHumanEsophagusESCC4.59e-051.59e-010.1131
7027TFDP1P10T-EHumanEsophagusESCC2.01e-235.35e-010.116
7027TFDP1P11T-EHumanEsophagusESCC7.15e-086.76e-010.1426
7027TFDP1P12T-EHumanEsophagusESCC8.80e-224.38e-010.1122
7027TFDP1P15T-EHumanEsophagusESCC3.02e-122.49e-010.1149
7027TFDP1P16T-EHumanEsophagusESCC2.59e-266.11e-010.1153
7027TFDP1P17T-EHumanEsophagusESCC7.25e-093.35e-010.1278
7027TFDP1P19T-EHumanEsophagusESCC7.53e-055.84e-010.1662
7027TFDP1P20T-EHumanEsophagusESCC1.10e-133.12e-010.1124
7027TFDP1P21T-EHumanEsophagusESCC1.56e-276.01e-010.1617
7027TFDP1P22T-EHumanEsophagusESCC2.03e-102.32e-010.1236
7027TFDP1P23T-EHumanEsophagusESCC3.24e-112.89e-010.108
7027TFDP1P24T-EHumanEsophagusESCC2.03e-153.28e-010.1287
7027TFDP1P26T-EHumanEsophagusESCC8.84e-112.67e-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
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:004477216EsophagusESCCmitotic cell cycle phase transition281/8552424/187234.63e-184.45e-16281
GO:000734615EsophagusESCCregulation of mitotic cell cycle293/8552457/187238.00e-165.64e-14293
GO:005105215EsophagusESCCregulation of DNA metabolic process232/8552359/187232.40e-131.13e-11232
GO:007189716EsophagusESCCDNA biosynthetic process127/8552180/187231.04e-113.85e-10127
GO:190198713EsophagusESCCregulation of cell cycle phase transition242/8552390/187233.86e-111.26e-09242
GO:2000278110EsophagusESCCregulation of DNA biosynthetic process81/8552106/187239.81e-112.96e-0981
GO:190199013EsophagusESCCregulation of mitotic cell cycle phase transition191/8552299/187231.35e-103.94e-09191
GO:004578710EsophagusESCCpositive regulation of cell cycle196/8552313/187239.27e-102.24e-08196
GO:004593116EsophagusESCCpositive regulation of mitotic cell cycle83/8552121/187232.78e-074.08e-0683
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:000008214EsophagusESCCG1/S transition of mitotic cell cycle134/8552214/187234.04e-075.55e-06134
GO:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
GO:004484314EsophagusESCCcell cycle G1/S phase transition148/8552241/187235.68e-077.48e-06148
GO:19019896EsophagusESCCpositive regulation of cell cycle phase transition77/8552115/187233.20e-063.58e-0577
GO:00510918EsophagusESCCpositive regulation of DNA-binding transcription factor activity155/8552260/187233.83e-064.14e-05155
GO:00900689EsophagusESCCpositive regulation of cell cycle process142/8552236/187234.79e-065.08e-05142
GO:19019925EsophagusESCCpositive regulation of mitotic cell cycle phase transition62/855293/187233.47e-052.83e-0462
GO:00432761EsophagusESCCanoikis26/855234/187232.53e-041.55e-0326
GO:200004513EsophagusESCCregulation of G1/S transition of mitotic cell cycle82/8552142/187232.49e-031.08e-0282
GO:190280613EsophagusESCCregulation of cell cycle G1/S phase transition95/8552168/187232.91e-031.22e-0295
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0411023EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa043507EsophagusESCCTGF-beta signaling pathway69/4205108/84651.92e-035.54e-032.84e-0369
hsa0411033EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa0435014EsophagusESCCTGF-beta signaling pathway69/4205108/84651.92e-035.54e-032.84e-0369
hsa041108Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
hsa043506Oral cavityOSCCTGF-beta signaling pathway60/3704108/84658.66e-031.97e-021.00e-0260
hsa0411015Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
hsa0435013Oral cavityOSCCTGF-beta signaling pathway60/3704108/84658.66e-031.97e-021.00e-0260
hsa0411022Oral cavityLPCell cycle70/2418157/84651.17e-058.27e-055.33e-0570
hsa0411032Oral cavityLPCell cycle70/2418157/84651.17e-058.27e-055.33e-0570
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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
TFDP1MESCervixADJNPW,PCNA,NOXO1, etc.6.26e-01The 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.
TFDP1ASCColorectumADJCDK2,COPS6,CDC26, etc.1.28e-01The 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.
TFDP1AT2LLungIACUHRF1,CEACAM5,PLAT, etc.5.00e-01The 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.
TFDP1STMPancreasHealthyOLFM4,SNRK,TNFSF13, etc.9.89e-02The 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.
TFDP1ICAFStomachHealthyRFWD3,VRK1,TYMS, etc.7.25e-01The 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.
∗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
TFDP1SNVMissense_Mutationc.204N>Cp.Gln68Hisp.Q68HQ14186protein_codingdeleterious(0.02)probably_damaging(0.993)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TFDP1SNVMissense_Mutationc.1073N>Tp.Arg358Metp.R358MQ14186protein_codingtolerated(0.27)possibly_damaging(0.635)TCGA-BH-A0RX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
TFDP1SNVMissense_Mutationc.1073G>Ap.Arg358Lysp.R358KQ14186protein_codingtolerated(0.31)benign(0.077)TCGA-BH-A203-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TFDP1SNVMissense_Mutationc.69N>Gp.Ser23Argp.S23RQ14186protein_codingtolerated(0.09)benign(0.198)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TFDP1insertionNonsense_Mutationnovelc.68_69insGTTCTTGCTCCACGGCTCTTTTCCTTGATAp.Ser23delinsArgPheLeuLeuHisGlySerPheProTerTyrp.S23delinsRFLLHGSFP*YQ14186protein_codingTCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TFDP1SNVMissense_Mutationrs763010822c.1066G>Ap.Gly356Serp.G356SQ14186protein_codingtolerated(0.15)benign(0.03)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TFDP1SNVMissense_Mutationnovelc.950A>Cp.Glu317Alap.E317AQ14186protein_codingtolerated(0.08)possibly_damaging(0.887)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
TFDP1SNVMissense_Mutationc.883N>Tp.Asp295Tyrp.D295YQ14186protein_codingdeleterious(0)probably_damaging(0.998)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TFDP1SNVMissense_Mutationnovelc.509N>Gp.Tyr170Cysp.Y170CQ14186protein_codingdeleterious(0)possibly_damaging(0.857)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TFDP1SNVMissense_Mutationc.43N>Cp.Lys15Glnp.K15QQ14186protein_codingtolerated(0.06)probably_damaging(0.994)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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