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: LITAF

Gene summary for LITAF

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LITAF

Gene ID

9516

Gene namelipopolysaccharide induced TNF factor
Gene AliasPIG7
Cytomap16p13.13
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q99732


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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
9516LITAFGSM4909282HumanBreastIDC7.18e-255.58e-01-0.0288
9516LITAFGSM4909285HumanBreastIDC1.49e-07-2.49e-010.21
9516LITAFGSM4909286HumanBreastIDC3.13e-27-6.25e-010.1081
9516LITAFGSM4909293HumanBreastIDC1.30e-04-1.64e-010.1581
9516LITAFGSM4909294HumanBreastIDC2.13e-08-3.37e-010.2022
9516LITAFGSM4909296HumanBreastIDC8.48e-19-4.90e-010.1524
9516LITAFGSM4909297HumanBreastIDC6.74e-30-5.66e-010.1517
9516LITAFGSM4909302HumanBreastIDC2.99e-05-2.96e-010.1545
9516LITAFGSM4909304HumanBreastIDC3.19e-04-3.01e-010.1636
9516LITAFGSM4909307HumanBreastIDC1.10e-03-3.33e-010.1569
9516LITAFGSM4909309HumanBreastIDC1.39e-02-1.66e-010.0483
9516LITAFGSM4909311HumanBreastIDC1.06e-34-5.71e-010.1534
9516LITAFGSM4909312HumanBreastIDC9.52e-14-2.54e-010.1552
9516LITAFGSM4909315HumanBreastIDC1.03e-07-4.31e-010.21
9516LITAFGSM4909316HumanBreastIDC6.35e-07-5.27e-010.21
9516LITAFGSM4909318HumanBreastIDC5.34e-03-5.10e-010.2031
9516LITAFGSM4909319HumanBreastIDC2.10e-50-3.83e-010.1563
9516LITAFGSM4909320HumanBreastIDC6.47e-17-7.18e-010.1575
9516LITAFGSM4909321HumanBreastIDC4.24e-22-3.71e-010.1559
9516LITAFNCCBC14HumanBreastDCIS3.36e-15-2.60e-010.2021
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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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:000756813BreastIDCaging52/1434339/187231.14e-065.10e-0552
GO:003249612BreastIDCresponse to lipopolysaccharide47/1434343/187237.13e-051.43e-0347
GO:000223712BreastIDCresponse to molecule of bacterial origin49/1434363/187237.40e-051.47e-0349
GO:00431227BreastIDCregulation of I-kappaB kinase/NF-kappaB signaling34/1434249/187237.18e-048.77e-0334
GO:000724914BreastIDCI-kappaB kinase/NF-kappaB signaling37/1434281/187238.58e-049.98e-0337
GO:00431236BreastIDCpositive regulation of I-kappaB kinase/NF-kappaB signaling26/1434186/187232.06e-031.95e-0226
GO:007122211BreastIDCcellular response to lipopolysaccharide28/1434209/187232.68e-032.39e-0228
GO:007121611BreastIDCcellular response to biotic stimulus31/1434246/187234.23e-033.31e-0231
GO:007121911BreastIDCcellular response to molecule of bacterial origin28/1434221/187235.88e-034.24e-0228
GO:000756823BreastDCISaging50/1390339/187232.38e-068.46e-0550
GO:003249621BreastDCISresponse to lipopolysaccharide46/1390343/187236.83e-051.35e-0346
GO:000223722BreastDCISresponse to molecule of bacterial origin48/1390363/187236.84e-051.35e-0348
GO:004312214BreastDCISregulation of I-kappaB kinase/NF-kappaB signaling32/1390249/187231.67e-031.66e-0232
GO:000724923BreastDCISI-kappaB kinase/NF-kappaB signaling35/1390281/187231.80e-031.74e-0235
GO:007122221BreastDCIScellular response to lipopolysaccharide27/1390209/187233.43e-032.86e-0227
GO:007121621BreastDCIScellular response to biotic stimulus30/1390246/187234.99e-033.72e-0230
GO:004312313BreastDCISpositive regulation of I-kappaB kinase/NF-kappaB signaling24/1390186/187235.66e-034.09e-0224
GO:007121921BreastDCIScellular response to molecule of bacterial origin27/1390221/187237.29e-034.92e-0227
GO:0043123ColorectumADpositive regulation of I-kappaB kinase/NF-kappaB signaling60/3918186/187231.91e-042.56e-0360
GO:0043122ColorectumADregulation of I-kappaB kinase/NF-kappaB signaling76/3918249/187232.17e-042.85e-0376
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04142ColorectumSERLysosome38/1580132/84652.87e-032.03e-021.47e-0238
hsa041421ColorectumSERLysosome38/1580132/84652.87e-032.03e-021.47e-0238
hsa0414222EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa0414232EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa041424LiverCirrhoticLysosome68/2530132/84651.34e-071.97e-061.21e-0668
hsa0414211LiverCirrhoticLysosome68/2530132/84651.34e-071.97e-061.21e-0668
hsa041422LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa041423LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa041425Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
hsa0414212Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
hsa0414221Oral cavityLPLysosome67/2418132/84655.13e-087.77e-075.01e-0767
hsa0414231Oral cavityLPLysosome67/2418132/84655.13e-087.77e-075.01e-0767
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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
LITAFinsertionIn_Frame_Insnovelc.318_319insGCCCCCACCCGCTTAATGCTAGGAGCACCACGCTCCp.Gln106_Leu107insAlaProThrArgLeuMetLeuGlyAlaProArgSerp.Q106_L107insAPTRLMLGAPRSQ99732protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
LITAFSNVMissense_Mutationrs864622744c.479N>Ap.Arg160Hisp.R160HQ99732protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LITAFSNVMissense_Mutationc.370N>Ap.Leu124Metp.L124MQ99732protein_codingdeleterious(0.01)probably_damaging(0.985)TCGA-AP-A0LE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LITAFSNVMissense_Mutationnovelc.376G>Tp.Gly126Trpp.G126WQ99732protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LITAFSNVMissense_Mutationrs748017885c.478N>Tp.Arg160Cysp.R160CQ99732protein_codingdeleterious(0.02)benign(0.156)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
LITAFSNVMissense_Mutationnovelc.107N>Ap.Pro36Hisp.P36HQ99732protein_codingdeleterious(0.02)benign(0.005)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LITAFSNVMissense_Mutationnovelc.383T>Cp.Ile128Thrp.I128TQ99732protein_codingtolerated(0.07)benign(0.038)TCGA-BG-A220-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LITAFSNVMissense_Mutationc.454N>Gp.Arg152Glyp.R152GQ99732protein_codingtolerated(0.14)benign(0.024)TCGA-BS-A0UJ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LITAFSNVMissense_Mutationnovelc.148G>Tp.Gly50Trpp.G50WQ99732protein_codingtolerated(0.07)probably_damaging(0.962)TCGA-EY-A215-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LITAFSNVMissense_Mutationrs753060675c.55G>Ap.Ala19Thrp.A19TQ99732protein_codingdeleterious(0.01)benign(0.278)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
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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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