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: IFIT1

Gene summary for IFIT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IFIT1

Gene ID

3434

Gene nameinterferon induced protein with tetratricopeptide repeats 1
Gene AliasC56
Cytomap10q23.31
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

P09914


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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
3434IFIT1P107T-EHumanEsophagusESCC3.27e-371.62e+000.171
3434IFIT1P128T-EHumanEsophagusESCC3.68e-031.58e+000.1241
3434IFIT1P130T-EHumanEsophagusESCC3.17e-179.39e-010.1676
3434IFIT1HCC1_MengHumanLiverHCC8.88e-07-8.01e-020.0246
3434IFIT1HCC2_MengHumanLiverHCC1.47e-02-4.61e-050.0107
3434IFIT1cirrhotic1HumanLiverCirrhotic1.18e-021.09e-010.0202
3434IFIT1cirrhotic2HumanLiverCirrhotic4.99e-032.11e-010.0201
3434IFIT1HCC2HumanLiverHCC1.93e-032.16e+000.5341
3434IFIT1Pt13.bHumanLiverHCC2.27e-022.76e-020.0251
3434IFIT1S029HumanLiverHCC9.87e-122.05e+000.2581
3434IFIT1C04HumanOral cavityOSCC5.71e-251.61e+000.2633
3434IFIT1C21HumanOral cavityOSCC7.37e-229.99e-010.2678
3434IFIT1C30HumanOral cavityOSCC5.15e-452.33e+000.3055
3434IFIT1C46HumanOral cavityOSCC1.36e-042.82e-010.1673
3434IFIT1C51HumanOral cavityOSCC1.19e-047.96e-010.2674
3434IFIT1C57HumanOral cavityOSCC1.33e-064.83e-010.1679
3434IFIT1C06HumanOral cavityOSCC4.54e-049.76e-010.2699
3434IFIT1C08HumanOral cavityOSCC2.12e-055.27e-010.1919
3434IFIT1LN22HumanOral cavityOSCC1.69e-045.68e-010.1733
3434IFIT1LN46HumanOral cavityOSCC5.31e-281.98e+000.1666
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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.

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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:001603214BreastIDCviral process75/1434415/187231.98e-124.02e-1075
GO:001905814BreastIDCviral life cycle61/1434317/187231.61e-112.77e-0961
GO:001907914BreastIDCviral genome replication32/1434131/187232.82e-092.46e-0732
GO:004440314BreastIDCbiological process involved in symbiotic interaction52/1434290/187236.55e-095.03e-0752
GO:005079214BreastIDCregulation of viral process36/1434164/187236.55e-095.03e-0736
GO:005109814BreastIDCregulation of binding57/1434363/187231.59e-078.76e-0657
GO:190390014BreastIDCregulation of viral life cycle30/1434148/187237.25e-073.35e-0530
GO:005170114BreastIDCbiological process involved in interaction with host35/1434203/187234.72e-061.63e-0435
GO:004506913BreastIDCregulation of viral genome replication20/143485/187234.77e-061.63e-0420
GO:004852413BreastIDCpositive regulation of viral process17/143465/187235.31e-061.75e-0417
GO:00450706BreastIDCpositive regulation of viral genome replication9/143430/187232.89e-044.39e-039
GO:00096157BreastIDCresponse to virus47/1434367/187233.53e-045.16e-0347
GO:004852512BreastIDCnegative regulation of viral process17/143492/187235.58e-047.10e-0317
GO:005110014BreastIDCnegative regulation of binding25/1434162/187235.98e-047.54e-0325
GO:00450713BreastIDCnegative regulation of viral genome replication11/143456/187233.08e-032.61e-0211
GO:001603224BreastDCISviral process73/1390415/187233.40e-126.88e-1073
GO:001905824BreastDCISviral life cycle59/1390317/187234.05e-115.74e-0959
GO:001907923BreastDCISviral genome replication30/1390131/187232.12e-081.45e-0630
GO:005079222BreastDCISregulation of viral process34/1390164/187233.58e-082.30e-0634
GO:004440323BreastDCISbiological process involved in symbiotic interaction49/1390290/187234.70e-082.89e-0649
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa051609EsophagusESCCHepatitis C107/4205157/84651.75e-061.08e-055.55e-06107
hsa0516016EsophagusESCCHepatitis C107/4205157/84651.75e-061.08e-055.55e-06107
hsa051605LiverCirrhoticHepatitis C63/2530157/84653.67e-031.49e-029.20e-0363
hsa0516012LiverCirrhoticHepatitis C63/2530157/84653.67e-031.49e-029.20e-0363
hsa0516021LiverHCCHepatitis C94/4020157/84651.11e-034.10e-032.28e-0394
hsa0516031LiverHCCHepatitis C94/4020157/84651.11e-034.10e-032.28e-0394
hsa051608Oral cavityOSCCHepatitis C103/3704157/84652.17e-081.96e-079.99e-08103
hsa0516015Oral cavityOSCCHepatitis C103/3704157/84652.17e-081.96e-079.99e-08103
hsa0516024Oral cavityLPHepatitis C73/2418157/84651.14e-061.36e-058.74e-0673
hsa0516034Oral cavityLPHepatitis C73/2418157/84651.14e-061.36e-058.74e-0673
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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
IFIT1SNVMissense_Mutationrs747305726c.970N>Cp.Ser324Prop.S324PP09914protein_codingtolerated(0.07)benign(0.035)TCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IFIT1SNVMissense_Mutationc.1413G>Cp.Glu471Aspp.E471DP09914protein_codingtolerated(0.07)benign(0.006)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
IFIT1SNVMissense_Mutationnovelc.897N>Tp.Met299Ilep.M299IP09914protein_codingtolerated(0.21)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IFIT1SNVMissense_Mutationc.497N>Tp.Lys166Metp.K166MP09914protein_codingdeleterious(0.03)probably_damaging(0.989)TCGA-B6-A0WV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IFIT1SNVMissense_Mutationnovelc.1232N>Tp.Ala411Valp.A411VP09914protein_codingtolerated(0.28)benign(0)TCGA-PE-A5DD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
IFIT1insertionIn_Frame_Insnovelc.152_153insAATTTTGTCAAATGCTTTTCCTGCATCAATp.Ser51delinsArgIleLeuSerAsnAlaPheProAlaSerIlep.S51delinsRILSNAFPASIP09914protein_codingTCGA-A8-A09E-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
IFIT1insertionFrame_Shift_Insnovelc.792_793insCATGACAACCAAGCAAATGTGAGGAGTCTGGTGACCTGp.Gly265HisfsTer23p.G265Hfs*23P09914protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
IFIT1deletionIn_Frame_Delc.462_464delNNNp.Lys155delp.K155delP09914protein_codingTCGA-C8-A1HJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IFIT1deletionFrame_Shift_Delc.822delNp.Lys276ArgfsTer16p.K276Rfs*16P09914protein_codingTCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IFIT1SNVMissense_Mutationc.404N>Tp.Arg135Ilep.R135IP09914protein_codingdeleterious(0)benign(0.325)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
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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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