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: TFIP11

Gene summary for TFIP11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TFIP11

Gene ID

24144

Gene nametuftelin interacting protein 11
Gene AliasNTR1
Cytomap22q12.1
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

A0A024R1I7


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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
24144TFIP11LZE4THumanEsophagusESCC3.12e-052.42e-010.0811
24144TFIP11LZE7THumanEsophagusESCC3.08e-072.44e-010.0667
24144TFIP11LZE8THumanEsophagusESCC3.24e-026.48e-020.067
24144TFIP11LZE20THumanEsophagusESCC1.98e-031.84e-010.0662
24144TFIP11LZE24THumanEsophagusESCC8.39e-092.86e-010.0596
24144TFIP11LZE21THumanEsophagusESCC8.45e-031.97e-010.0655
24144TFIP11P1T-EHumanEsophagusESCC3.81e-063.42e-010.0875
24144TFIP11P2T-EHumanEsophagusESCC9.56e-242.47e-010.1177
24144TFIP11P4T-EHumanEsophagusESCC2.38e-232.77e-010.1323
24144TFIP11P5T-EHumanEsophagusESCC4.37e-128.98e-020.1327
24144TFIP11P8T-EHumanEsophagusESCC6.48e-161.71e-010.0889
24144TFIP11P9T-EHumanEsophagusESCC3.28e-071.58e-010.1131
24144TFIP11P10T-EHumanEsophagusESCC1.49e-151.99e-010.116
24144TFIP11P11T-EHumanEsophagusESCC2.12e-093.71e-010.1426
24144TFIP11P12T-EHumanEsophagusESCC6.94e-223.31e-010.1122
24144TFIP11P15T-EHumanEsophagusESCC3.52e-153.10e-010.1149
24144TFIP11P16T-EHumanEsophagusESCC1.63e-222.52e-010.1153
24144TFIP11P17T-EHumanEsophagusESCC1.43e-033.02e-010.1278
24144TFIP11P20T-EHumanEsophagusESCC8.84e-132.11e-010.1124
24144TFIP11P21T-EHumanEsophagusESCC3.68e-097.72e-020.1617
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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
∗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:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0000375111EsophagusESCCRNA splicing, via transesterification reactions248/8552324/187233.05e-301.49e-27248
GO:0000377111EsophagusESCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile244/8552320/187232.52e-291.07e-26244
GO:0000398111EsophagusESCCmRNA splicing, via spliceosome244/8552320/187232.52e-291.07e-26244
GO:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:0071826111EsophagusESCCribonucleoprotein complex subunit organization166/8552227/187232.94e-172.42e-15166
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:005105215EsophagusESCCregulation of DNA metabolic process232/8552359/187232.40e-131.13e-11232
GO:000072319EsophagusESCCtelomere maintenance99/8552131/187232.68e-121.08e-1099
GO:003298416EsophagusESCCprotein-containing complex disassembly151/8552224/187233.45e-111.15e-09151
GO:004339320EsophagusESCCregulation of protein binding135/8552196/187233.69e-111.22e-09135
GO:2001020110EsophagusESCCregulation of response to DNA damage stimulus145/8552219/187235.97e-101.50e-08145
GO:0051100111EsophagusESCCnegative regulation of binding109/8552162/187232.10e-084.03e-07109
GO:00063024EsophagusESCCdouble-strand break repair152/8552251/187231.33e-061.62e-05152
GO:003209116EsophagusESCCnegative regulation of protein binding65/855294/187233.46e-063.82e-0565
GO:003220014EsophagusESCCtelomere organization99/8552159/187231.77e-051.57e-0499
GO:00062826EsophagusESCCregulation of DNA repair82/8552130/187234.65e-053.66e-0482
GO:200102112EsophagusESCCnegative regulation of response to DNA damage stimulus54/855281/187231.09e-047.64e-0454
GO:0031333110EsophagusESCCnegative regulation of protein-containing complex assembly86/8552141/187231.74e-041.14e-0386
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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
TFIP11SNVMissense_Mutationc.1015G>Ap.Asp339Asnp.D339NQ9UBB9protein_codingtolerated(0.08)benign(0.08)TCGA-A2-A0D3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
TFIP11SNVMissense_Mutationc.1918G>Ap.Asp640Asnp.D640NQ9UBB9protein_codingtolerated(0.13)benign(0.305)TCGA-A8-A07B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TFIP11SNVMissense_Mutationrs753047577c.1960N>Gp.Leu654Valp.L654VQ9UBB9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TFIP11SNVMissense_Mutationrs147540948c.727N>Ap.Val243Metp.V243MQ9UBB9protein_codingdeleterious(0.03)possibly_damaging(0.781)TCGA-AC-A62X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TFIP11insertionFrame_Shift_Insnovelc.2159-1_2159insCAAAGGGCCAGGCATGGTGGCTCACACCTGTAp.Gly720AlafsTer63p.G720Afs*63Q9UBB9protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TFIP11SNVMissense_Mutationnovelc.716N>Tp.Ser239Phep.S239FQ9UBB9protein_codingtolerated(0.7)benign(0.003)TCGA-VS-A8EB-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownPD
TFIP11SNVMissense_Mutationc.1844N>Gp.Lys615Argp.K615RQ9UBB9protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TFIP11SNVMissense_Mutationrs759307498c.301N>Ap.Glu101Lysp.E101KQ9UBB9protein_codingtolerated(0.16)benign(0.04)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TFIP11SNVMissense_Mutationrs541912807c.1469N>Ap.Arg490Glnp.R490QQ9UBB9protein_codingdeleterious(0.04)probably_damaging(0.99)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TFIP11SNVMissense_Mutationrs752321351c.590N>Ap.Arg197Hisp.R197HQ9UBB9protein_codingdeleterious(0.01)possibly_damaging(0.635)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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