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: IFT80

Gene summary for IFT80

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IFT80

Gene ID

57560

Gene nameintraflagellar transport 80
Gene AliasATD2
Cytomap3q25.33
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q9P2H3


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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
57560IFT80LZE2THumanEsophagusESCC4.97e-033.37e-010.082
57560IFT80LZE4THumanEsophagusESCC2.25e-092.55e-010.0811
57560IFT80LZE20THumanEsophagusESCC2.87e-029.40e-020.0662
57560IFT80LZE21D1HumanEsophagusHGIN3.55e-043.69e-010.0632
57560IFT80LZE24THumanEsophagusESCC5.80e-153.54e-010.0596
57560IFT80P2T-EHumanEsophagusESCC1.52e-396.54e-010.1177
57560IFT80P4T-EHumanEsophagusESCC7.59e-132.48e-010.1323
57560IFT80P5T-EHumanEsophagusESCC4.07e-061.05e-010.1327
57560IFT80P8T-EHumanEsophagusESCC2.58e-153.55e-010.0889
57560IFT80P9T-EHumanEsophagusESCC6.41e-061.17e-010.1131
57560IFT80P10T-EHumanEsophagusESCC9.87e-203.88e-010.116
57560IFT80P11T-EHumanEsophagusESCC1.78e-051.67e-010.1426
57560IFT80P12T-EHumanEsophagusESCC6.65e-111.85e-010.1122
57560IFT80P15T-EHumanEsophagusESCC7.08e-193.61e-010.1149
57560IFT80P16T-EHumanEsophagusESCC1.85e-213.01e-010.1153
57560IFT80P20T-EHumanEsophagusESCC2.82e-082.01e-010.1124
57560IFT80P21T-EHumanEsophagusESCC1.18e-101.41e-010.1617
57560IFT80P22T-EHumanEsophagusESCC6.44e-132.73e-010.1236
57560IFT80P23T-EHumanEsophagusESCC7.35e-081.46e-010.108
57560IFT80P24T-EHumanEsophagusESCC2.24e-061.27e-010.1287
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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
∗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:199077818EsophagusHGINprotein localization to cell periphery71/2587333/187231.05e-042.24e-0371
GO:000164917EsophagusHGINosteoblast differentiation50/2587229/187235.88e-048.30e-0350
GO:003011116EsophagusHGINregulation of Wnt signaling pathway65/2587328/187231.53e-031.77e-0265
GO:001605516EsophagusHGINWnt signaling pathway83/2587444/187232.27e-032.33e-0283
GO:019873816EsophagusHGINcell-cell signaling by wnt83/2587446/187232.58e-032.55e-0283
GO:000150316EsophagusHGINossification75/2587408/187235.49e-034.49e-0275
GO:199077819EsophagusESCCprotein localization to cell periphery217/8552333/187234.08e-131.88e-11217
GO:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:003011117EsophagusESCCregulation of Wnt signaling pathway194/8552328/187235.39e-077.14e-06194
GO:000164918EsophagusESCCosteoblast differentiation140/8552229/187231.63e-061.95e-05140
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:005067318EsophagusESCCepithelial cell proliferation238/8552437/187231.19e-048.20e-04238
GO:005067817EsophagusESCCregulation of epithelial cell proliferation206/8552381/187235.51e-043.02e-03206
GO:00603485EsophagusESCCbone development115/8552205/187231.67e-037.72e-03115
GO:00301788EsophagusESCCnegative regulation of Wnt signaling pathway97/8552170/187231.81e-038.31e-0397
GO:00487367EsophagusESCCappendage development98/8552172/187231.83e-038.37e-0398
GO:00601737EsophagusESCClimb development98/8552172/187231.83e-038.37e-0398
GO:00355671EsophagusESCCnon-canonical Wnt signaling pathway45/855272/187232.97e-031.24e-0245
GO:19055153EsophagusESCCnon-motile cilium assembly39/855261/187233.08e-031.28e-0239
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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
IFT80SNVMissense_Mutationnovelc.1078N>Gp.Thr360Alap.T360AQ9P2H3protein_codingtolerated(0.14)benign(0.001)TCGA-A7-A5ZW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
IFT80SNVMissense_Mutationc.1707N>Gp.Asn569Lysp.N569KQ9P2H3protein_codingdeleterious(0.05)benign(0.154)TCGA-AO-A124-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
IFT80SNVMissense_Mutationc.1462N>Tp.Leu488Phep.L488FQ9P2H3protein_codingdeleterious(0.02)probably_damaging(0.957)TCGA-BH-A0C7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
IFT80SNVMissense_Mutationc.1594N>Cp.Trp532Argp.W532RQ9P2H3protein_codingdeleterious(0)probably_damaging(0.909)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IFT80SNVMissense_Mutationnovelc.1729G>Ap.Asp577Asnp.D577NQ9P2H3protein_codingtolerated(0.07)probably_damaging(0.999)TCGA-EW-A3E8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
IFT80SNVMissense_Mutationrs760611602c.2188G>Ap.Glu730Lysp.E730KQ9P2H3protein_codingdeleterious(0)benign(0.44)TCGA-EA-A3HQ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IFT80SNVMissense_Mutationnovelc.698N>Ap.Thr233Asnp.T233NQ9P2H3protein_codingdeleterious(0)possibly_damaging(0.599)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IFT80SNVMissense_Mutationc.961C>Tp.Arg321Cysp.R321CQ9P2H3protein_codingdeleterious(0)possibly_damaging(0.65)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
IFT80SNVMissense_Mutationc.12N>Cp.Lys4Asnp.K4NQ9P2H3protein_codingdeleterious(0.02)possibly_damaging(0.563)TCGA-A6-4105-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
IFT80SNVMissense_Mutationc.872G>Ap.Gly291Glup.G291EQ9P2H3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-5660-01Colorectumcolon adenocarcinomaMale>=65III/IVAncillaryleucovorinSD
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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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