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: IFIT2

Gene summary for IFIT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IFIT2

Gene ID

3433

Gene nameinterferon induced protein with tetratricopeptide repeats 2
Gene AliasG10P2
Cytomap10q23.31
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

P09913


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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
3433IFIT2LZE24THumanEsophagusESCC4.05e-141.45e+000.0596
3433IFIT2LZE6THumanEsophagusESCC1.01e-023.24e-010.0845
3433IFIT2P2T-EHumanEsophagusESCC2.10e-065.54e-010.1177
3433IFIT2P8T-EHumanEsophagusESCC3.25e-098.04e-010.0889
3433IFIT2P9T-EHumanEsophagusESCC2.11e-086.29e-010.1131
3433IFIT2P11T-EHumanEsophagusESCC3.04e-057.71e-010.1426
3433IFIT2P17T-EHumanEsophagusESCC1.74e-037.43e-010.1278
3433IFIT2P20T-EHumanEsophagusESCC1.54e-041.66e+000.1124
3433IFIT2P21T-EHumanEsophagusESCC2.56e-027.58e-010.1617
3433IFIT2P24T-EHumanEsophagusESCC1.61e-098.29e-010.1287
3433IFIT2P27T-EHumanEsophagusESCC1.03e-043.13e-010.1055
3433IFIT2P28T-EHumanEsophagusESCC8.33e-119.40e-010.1149
3433IFIT2P31T-EHumanEsophagusESCC6.90e-221.15e+000.1251
3433IFIT2P36T-EHumanEsophagusESCC2.77e-021.42e-010.1187
3433IFIT2P40T-EHumanEsophagusESCC1.49e-078.07e-010.109
3433IFIT2P52T-EHumanEsophagusESCC2.36e-091.58e+000.1555
3433IFIT2P56T-EHumanEsophagusESCC4.66e-037.52e-010.1613
3433IFIT2P61T-EHumanEsophagusESCC2.55e-072.59e-010.099
3433IFIT2P62T-EHumanEsophagusESCC1.39e-076.30e-010.1302
3433IFIT2P74T-EHumanEsophagusESCC3.46e-021.02e-010.1479
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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
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:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:0008637110EsophagusESCCapoptotic mitochondrial changes83/8552107/187231.43e-115.08e-1083
GO:004339320EsophagusESCCregulation of protein binding135/8552196/187233.69e-111.22e-09135
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:0051100111EsophagusESCCnegative regulation of binding109/8552162/187232.10e-084.03e-07109
GO:003209116EsophagusESCCnegative regulation of protein binding65/855294/187233.46e-063.82e-0565
GO:00354555EsophagusESCCresponse to interferon-alpha17/855221/187231.03e-035.19e-0317
GO:005109812LiverCirrhoticregulation of binding148/4634363/187239.14e-125.97e-10148
GO:004339312LiverCirrhoticregulation of protein binding83/4634196/187234.44e-081.42e-0683
GO:00086377LiverCirrhoticapoptotic mitochondrial changes47/4634107/187231.10e-051.57e-0447
GO:00096155LiverCirrhoticresponse to virus126/4634367/187232.10e-052.77e-04126
GO:00511006LiverCirrhoticnegative regulation of binding63/4634162/187234.54e-055.31e-0463
GO:00320914LiverCirrhoticnegative regulation of protein binding40/463494/187231.14e-041.14e-0340
GO:0035455LiverCirrhoticresponse to interferon-alpha11/463421/187235.89e-032.95e-0211
GO:0051607LiverCirrhoticdefense response to virus84/4634265/187236.02e-033.00e-0284
GO:0140546LiverCirrhoticdefense response to symbiont84/4634265/187236.02e-033.00e-0284
GO:005109822LiverHCCregulation of binding225/7958363/187233.78e-142.37e-12225
GO:004339322LiverHCCregulation of protein binding129/7958196/187233.27e-111.26e-09129
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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
IFIT2SNVMissense_Mutationc.586N>Ap.Asp196Asnp.D196NP09913protein_codingtolerated(0.26)benign(0.003)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
IFIT2SNVMissense_Mutationnovelc.1354G>Cp.Asp452Hisp.D452HP09913protein_codingtolerated(0.58)benign(0.293)TCGA-LL-A73Y-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
IFIT2insertionFrame_Shift_Insnovelc.289_290insGp.Asn99LysfsTer27p.N99Kfs*27P09913protein_codingTCGA-AC-A5XU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyletrozoleSD
IFIT2insertionNonsense_Mutationnovelc.557_558insTTAACTCTTp.Asp186_Asn187insTerp.D186_N187ins*P09913protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IFIT2SNVMissense_Mutationc.730N>Tp.Pro244Serp.P244SP09913protein_codingtolerated(0.22)possibly_damaging(0.514)TCGA-EK-A2RO-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IFIT2SNVMissense_Mutationc.1213N>Gp.Ser405Alap.S405AP09913protein_codingdeleterious(0.03)benign(0.192)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IFIT2SNVMissense_Mutationnovelc.1250N>Cp.Lys417Thrp.K417TP09913protein_codingdeleterious(0.04)benign(0.015)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
IFIT2SNVMissense_Mutationc.901C>Gp.Leu301Valp.L301VP09913protein_codingtolerated(0.27)benign(0)TCGA-AY-A8YK-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuCR
IFIT2SNVMissense_Mutationc.199N>Cp.Asn67Hisp.N67HP09913protein_codingtolerated(0.14)benign(0.037)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
IFIT2SNVMissense_Mutationrs537050168c.751N>Tp.Arg251Cysp.R251CP09913protein_codingtolerated(0.16)benign(0.019)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
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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
3433IFIT2CLINICALLY ACTIONABLEIFN12433283
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