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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: TERF2

Gene summary for TERF2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TERF2

Gene ID

7014

Gene nametelomeric repeat binding factor 2
Gene AliasTRBF2
Cytomap16q22.1
Gene Typeprotein-coding
GO ID

GO:0000012

UniProtAcc

Q15554


Top

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
7014TERF2HTA11_3361_2000001011HumanColorectumAD2.61e-035.02e-01-0.1207
7014TERF2HTA11_7663_2000001011HumanColorectumSER6.87e-071.04e+000.0131
7014TERF2A015-C-203HumanColorectumFAP3.93e-06-1.60e-01-0.1294
7014TERF2A002-C-201HumanColorectumFAP4.26e-03-1.69e-010.0324
7014TERF2A002-C-203HumanColorectumFAP2.05e-04-1.70e-010.2786
7014TERF2A001-C-108HumanColorectumFAP4.16e-04-1.15e-01-0.0272
7014TERF2A002-C-205HumanColorectumFAP1.94e-05-1.66e-01-0.1236
7014TERF2A015-C-006HumanColorectumFAP9.31e-04-1.75e-01-0.0994
7014TERF2A002-C-114HumanColorectumFAP2.35e-04-1.87e-01-0.1561
7014TERF2A015-C-104HumanColorectumFAP2.65e-08-1.33e-01-0.1899
7014TERF2A001-C-014HumanColorectumFAP5.24e-07-2.30e-010.0135
7014TERF2A002-C-016HumanColorectumFAP3.23e-06-2.17e-010.0521
7014TERF2A002-C-116HumanColorectumFAP1.62e-07-1.91e-01-0.0452
7014TERF2A014-C-008HumanColorectumFAP7.14e-03-1.98e-01-0.191
7014TERF2A018-E-020HumanColorectumFAP3.68e-05-1.94e-01-0.2034
7014TERF2F034HumanColorectumFAP1.39e-05-2.06e-01-0.0665
7014TERF2F072BHumanColorectumFAP2.88e-03-1.69e-010.257
7014TERF2CRC-1-8810HumanColorectumCRC2.34e-02-1.45e-010.6257
7014TERF2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC4.26e-046.19e-02-0.1883
7014TERF2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC2.42e-03-1.31e-03-0.1916
Page: 1 2 

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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0008088ColorectumFAPaxo-dendritic transport19/262275/187236.44e-034.01e-0219
GO:00510545ColorectumCRCpositive regulation of DNA metabolic process46/2078201/187231.26e-067.21e-0546
GO:00307054ColorectumCRCcytoskeleton-dependent intracellular transport45/2078195/187231.29e-067.21e-0545
GO:00510525ColorectumCRCregulation of DNA metabolic process70/2078359/187231.75e-068.92e-0570
GO:20002785ColorectumCRCregulation of DNA biosynthetic process27/2078106/187232.59e-057.16e-0427
GO:20010205ColorectumCRCregulation of response to DNA damage stimulus45/2078219/187233.13e-058.09e-0445
GO:00106394ColorectumCRCnegative regulation of organelle organization63/2078348/187236.09e-051.35e-0363
GO:00062823ColorectumCRCregulation of DNA repair30/2078130/187237.15e-051.52e-0330
GO:20012525ColorectumCRCpositive regulation of chromosome organization21/207882/187231.82e-043.20e-0321
GO:00330443ColorectumCRCregulation of chromosome organization37/2078187/187233.34e-045.10e-0337
GO:00322045ColorectumCRCregulation of telomere maintenance19/207880/187239.89e-041.18e-0219
GO:0010970ColorectumCRCtransport along microtubule30/2078155/187231.67e-031.73e-0230
GO:00007235ColorectumCRCtelomere maintenance26/2078131/187232.29e-032.20e-0226
GO:00080881ColorectumCRCaxo-dendritic transport17/207875/187233.04e-032.71e-0217
GO:00070044ColorectumCRCtelomere maintenance via telomerase16/207869/187233.12e-032.75e-0216
GO:00322065ColorectumCRCpositive regulation of telomere maintenance13/207852/187233.71e-033.12e-0213
GO:0032768ColorectumCRCregulation of monooxygenase activity14/207859/187234.42e-033.47e-0214
GO:00322102ColorectumCRCregulation of telomere maintenance via telomerase13/207853/187234.42e-033.47e-0213
GO:00017014ColorectumCRCin utero embryonic development57/2078367/187235.54e-034.19e-0257
GO:19043565ColorectumCRCregulation of telomere maintenance via telomere lengthening14/207861/187236.06e-034.46e-0214
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
TERF2SNVMissense_Mutationc.1005N>Cp.Lys335Asnp.K335NQ15554protein_codingtolerated(0.05)benign(0.196)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TERF2insertionNonsense_Mutationnovelc.978_979insGGCTGAGGCAGGCAGATTACCTGp.Met327GlyfsTer2p.M327Gfs*2Q15554protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
TERF2insertionFrame_Shift_Insnovelc.666dupAp.His223ThrfsTer14p.H223Tfs*14Q15554protein_codingTCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TERF2SNVMissense_Mutationnovelc.851A>Cp.Lys284Thrp.K284TQ15554protein_codingdeleterious(0.03)possibly_damaging(0.864)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
TERF2SNVMissense_Mutationc.1365C>Ap.Ser455Argp.S455RQ15554protein_codingdeleterious(0.02)benign(0.343)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TERF2SNVMissense_Mutationc.701N>Tp.Arg234Ilep.R234IQ15554protein_codingdeleterious(0)probably_damaging(0.927)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TERF2SNVMissense_Mutationc.1336C>Tp.Pro446Serp.P446SQ15554protein_codingtolerated(0.3)benign(0.185)TCGA-EI-6513-01Colorectumrectum adenocarcinomaMale<65III/IVUnknownUnknownSD
TERF2SNVMissense_Mutationnovelc.727N>Ap.Glu243Lysp.E243KQ15554protein_codingdeleterious(0)benign(0.036)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
TERF2SNVMissense_Mutationc.968C>Tp.Thr323Ilep.T323IQ15554protein_codingdeleterious(0)benign(0.011)TCGA-G5-6641-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
TERF2deletionFrame_Shift_Delc.259delGp.Glu87ArgfsTer72p.E87Rfs*72Q15554protein_codingTCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 

Top

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
Page: 1