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: IFI44L

Gene summary for IFI44L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IFI44L

Gene ID

10964

Gene nameinterferon induced protein 44 like
Gene AliasC1orf29
Cytomap1p31.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q53G44


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
10964IFI44LCA_HPV_1HumanCervixCC8.07e-349.30e-010.0264
10964IFI44LCA_HPV_2HumanCervixCC3.05e-195.30e-010.0391
10964IFI44LCCI_2HumanCervixCC8.49e-044.65e-010.5249
10964IFI44LCCI_3HumanCervixCC2.65e-024.06e-010.516
10964IFI44LTumorHumanCervixCC2.97e-305.61e-010.1241
10964IFI44Lsample3HumanCervixCC4.71e-397.18e-010.1387
10964IFI44LH2HumanCervixHSIL_HPV1.52e-052.85e-010.0632
10964IFI44LT3HumanCervixCC1.22e-437.07e-010.1389
10964IFI44LLZE5THumanEsophagusESCC1.05e-045.21e-010.0514
10964IFI44LLZE8THumanEsophagusESCC5.65e-031.61e-010.067
10964IFI44LLZE20THumanEsophagusESCC5.40e-125.67e-010.0662
10964IFI44LLZE24THumanEsophagusESCC5.89e-309.82e-010.0596
10964IFI44LP1T-EHumanEsophagusESCC7.34e-068.08e-010.0875
10964IFI44LP2T-EHumanEsophagusESCC6.15e-581.26e+000.1177
10964IFI44LP5T-EHumanEsophagusESCC2.36e-133.69e-010.1327
10964IFI44LP8T-EHumanEsophagusESCC7.10e-266.57e-010.0889
10964IFI44LP9T-EHumanEsophagusESCC5.53e-349.52e-010.1131
10964IFI44LP11T-EHumanEsophagusESCC4.57e-201.01e+000.1426
10964IFI44LP15T-EHumanEsophagusESCC1.23e-125.13e-010.1149
10964IFI44LP17T-EHumanEsophagusESCC3.27e-161.04e+000.1278
Page: 1 2 3 4 5 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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.

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:00096158CervixCCresponse to virus73/2311367/187232.22e-053.95e-0473
GO:00516072CervixCCdefense response to virus46/2311265/187231.04e-024.97e-0246
GO:01405462CervixCCdefense response to symbiont46/2311265/187231.04e-024.97e-0246
GO:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:00096155LiverCirrhoticresponse to virus126/4634367/187232.10e-052.77e-04126
GO:0051607LiverCirrhoticdefense response to virus84/4634265/187236.02e-033.00e-0284
GO:0140546LiverCirrhoticdefense response to symbiont84/4634265/187236.02e-033.00e-0284
GO:000961511LiverHCCresponse to virus210/7958367/187237.32e-091.86e-07210
GO:00516071LiverHCCdefense response to virus151/7958265/187231.27e-061.85e-05151
GO:01405461LiverHCCdefense response to symbiont151/7958265/187231.27e-061.85e-05151
GO:000961515Oral cavityOSCCresponse to virus215/7305367/187231.63e-149.41e-13215
GO:00516074Oral cavityOSCCdefense response to virus154/7305265/187231.96e-105.63e-09154
GO:01405464Oral cavityOSCCdefense response to symbiont154/7305265/187231.96e-105.63e-09154
GO:000961516Oral cavityLPresponse to virus143/4623367/187237.42e-103.52e-08143
GO:005160711Oral cavityLPdefense response to virus97/4623265/187239.31e-061.74e-0497
GO:014054611Oral cavityLPdefense response to symbiont97/4623265/187239.31e-061.74e-0497
GO:000961521Oral cavityEOLPresponse to virus81/2218367/187231.71e-087.66e-0781
GO:005160721Oral cavityEOLPdefense response to virus55/2218265/187232.16e-053.35e-0455
Page: 1 2 

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
IFI44LSNVMissense_Mutationc.1213N>Cp.Ala405Prop.A405PQ53G44protein_codingdeleterious(0.02)possibly_damaging(0.9)TCGA-D8-A147-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
IFI44LinsertionFrame_Shift_Insnovelc.262_263insTACTTTCAGTGAGTTCTTTATTCACTGACTCAATTp.Gln88LeufsTer21p.Q88Lfs*21Q53G44protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IFI44LSNVMissense_Mutationrs768684222c.47G>Ap.Arg16Hisp.R16HQ53G44protein_codingdeleterious(0)benign(0.4)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IFI44LSNVMissense_Mutationrs546691087c.377G>Ap.Arg126Glnp.R126QQ53G44protein_codingtolerated(0.64)benign(0)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IFI44LSNVMissense_Mutationrs761494321c.686N>Ap.Ala229Aspp.A229DQ53G44protein_codingdeleterious(0)possibly_damaging(0.883)TCGA-AA-3861-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IFI44LSNVMissense_Mutationrs756569805c.703N>Gp.Ile235Valp.I235VQ53G44protein_codingtolerated(0.52)benign(0)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
IFI44LSNVMissense_Mutationc.1303N>Tp.Asp435Tyrp.D435YQ53G44protein_codingdeleterious(0)probably_damaging(0.992)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
IFI44LSNVMissense_Mutationc.976N>Gp.Asn326Aspp.N326DQ53G44protein_codingdeleterious(0.01)benign(0.313)TCGA-CM-4744-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IFI44LSNVMissense_Mutationc.344G>Ap.Arg115Hisp.R115HQ53G44protein_codingtolerated(0.53)benign(0)TCGA-CM-6161-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
IFI44LSNVMissense_Mutationc.136N>Tp.Arg46Cysp.R46CQ53G44protein_codingtolerated(0.34)benign(0)TCGA-AG-3883-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 

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