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
3434IFIT1GSM4909308HumanBreastIDC2.62e-041.88e-010.158
3434IFIT1NCCBC5HumanBreastDCIS3.77e-115.33e-010.2046
3434IFIT1P1HumanBreastIDC5.56e-043.43e-010.1527
3434IFIT1P2HumanBreastIDC1.19e-125.53e-010.21
3434IFIT1LZE20THumanEsophagusESCC1.06e-021.02e-010.0662
3434IFIT1LZE24THumanEsophagusESCC7.62e-311.71e+000.0596
3434IFIT1P1T-EHumanEsophagusESCC6.19e-044.50e-010.0875
3434IFIT1P2T-EHumanEsophagusESCC5.50e-205.77e-010.1177
3434IFIT1P4T-EHumanEsophagusESCC6.55e-052.99e-010.1323
3434IFIT1P8T-EHumanEsophagusESCC4.19e-135.85e-010.0889
3434IFIT1P9T-EHumanEsophagusESCC9.99e-351.09e+000.1131
3434IFIT1P11T-EHumanEsophagusESCC3.14e-361.73e+000.1426
3434IFIT1P15T-EHumanEsophagusESCC3.17e-104.24e-010.1149
3434IFIT1P17T-EHumanEsophagusESCC1.28e-097.94e-010.1278
3434IFIT1P20T-EHumanEsophagusESCC4.22e-067.02e-010.1124
3434IFIT1P21T-EHumanEsophagusESCC6.45e-135.27e-010.1617
3434IFIT1P23T-EHumanEsophagusESCC2.32e-094.39e-010.108
3434IFIT1P24T-EHumanEsophagusESCC3.30e-167.04e-010.1287
3434IFIT1P27T-EHumanEsophagusESCC7.51e-134.76e-010.1055
3434IFIT1P28T-EHumanEsophagusESCC6.65e-371.18e+000.1149
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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:005109827SkincSCCregulation of binding152/4864363/187232.21e-111.10e-09152
GO:000961522SkincSCCresponse to virus152/4864367/187235.88e-112.75e-09152
GO:004440328SkincSCCbiological process involved in symbiotic interaction126/4864290/187236.39e-112.97e-09126
GO:0048524111SkincSCCpositive regulation of viral process40/486465/187231.60e-095.97e-0840
GO:005170129SkincSCCbiological process involved in interaction with host91/4864203/187234.30e-091.45e-0791
GO:0050792112SkincSCCregulation of viral process77/4864164/187235.38e-091.78e-0777
GO:0045069111SkincSCCregulation of viral genome replication46/486485/187233.08e-088.30e-0746
GO:003434014SkincSCCresponse to type I interferon35/486458/187233.43e-089.08e-0735
GO:007135713SkincSCCcellular response to type I interferon32/486452/187236.87e-081.72e-0632
GO:1903900112SkincSCCregulation of viral life cycle68/4864148/187231.17e-072.77e-0668
GO:00516076SkincSCCdefense response to virus107/4864265/187231.84e-074.02e-06107
GO:01405466SkincSCCdefense response to symbiont107/4864265/187231.84e-074.02e-06107
GO:004507016SkincSCCpositive regulation of viral genome replication21/486430/187235.52e-071.06e-0521
GO:004339325SkincSCCregulation of protein binding79/4864196/187237.59e-061.04e-0479
GO:005110025SkincSCCnegative regulation of binding67/4864162/187231.34e-051.68e-0467
GO:003209117SkincSCCnegative regulation of protein binding43/486494/187232.68e-053.03e-0443
GO:00450719SkincSCCnegative regulation of viral genome replication27/486456/187232.84e-042.27e-0327
GO:000283122SkincSCCregulation of response to biotic stimulus112/4864327/187235.00e-043.76e-03112
GO:007135911SkincSCCcellular response to dsRNA13/486422/187231.03e-036.94e-0313
GO:004852517SkincSCCnegative regulation of viral process37/486492/187231.94e-031.17e-0237
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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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