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: FABP4

Gene summary for FABP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FABP4

Gene ID

2167

Gene namefatty acid binding protein 4
Gene AliasA-FABP
Cytomap8q21.13
Gene Typeprotein-coding
GO ID

GO:0001659

UniProtAcc

E7DVW4


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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
2167FABP4TumorHumanCervixCC9.00e-073.05e-010.1241
2167FABP4sample3HumanCervixCC1.72e-031.73e-010.1387
2167FABP4L1HumanCervixCC2.01e-137.48e-010.0802
2167FABP4T3HumanCervixCC1.72e-032.23e-010.1389
2167FABP4LZE6THumanEsophagusESCC4.94e-091.80e+000.0845
2167FABP4P128T-EHumanEsophagusESCC5.10e-051.33e+000.1241
2167FABP4HCC1_MengHumanLiverHCC4.51e-031.16e-020.0246
2167FABP4cirrhotic2HumanLiverCirrhotic4.09e-092.11e-010.0201
2167FABP4cirrhotic3HumanLiverCirrhotic5.63e-041.41e-010.0215
2167FABP4Pt13.aHumanLiverHCC2.15e-217.53e-010.021
2167FABP4Pt13.bHumanLiverHCC2.20e-339.97e-010.0251
2167FABP4Pt13.cHumanLiverHCC8.87e-168.83e-010.0076
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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
∗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:00321035CervixCCpositive regulation of response to external stimulus95/2311427/187235.44e-095.03e-0795
GO:005134810CervixCCnegative regulation of transferase activity60/2311268/187232.77e-068.02e-0560
GO:004593610CervixCCnegative regulation of phosphate metabolic process88/2311441/187232.92e-068.27e-0588
GO:001056310CervixCCnegative regulation of phosphorus metabolic process88/2311442/187233.21e-068.77e-0588
GO:00454445CervixCCfat cell differentiation53/2311229/187233.72e-069.75e-0553
GO:00313494CervixCCpositive regulation of defense response60/2311278/187239.38e-062.11e-0460
GO:004232610CervixCCnegative regulation of phosphorylation77/2311385/187231.09e-052.38e-0477
GO:00346129CervixCCresponse to tumor necrosis factor55/2311253/187231.75e-053.32e-0455
GO:00713569CervixCCcellular response to tumor necrosis factor51/2311229/187231.75e-053.32e-0451
GO:000193310CervixCCnegative regulation of protein phosphorylation69/2311342/187232.29e-054.01e-0469
GO:00507273CervixCCregulation of inflammatory response75/2311386/187233.95e-056.18e-0475
GO:000646910CervixCCnegative regulation of protein kinase activity47/2311212/187234.13e-056.36e-0447
GO:00336739CervixCCnegative regulation of kinase activity50/2311237/187239.22e-051.21e-0350
GO:00507294CervixCCpositive regulation of inflammatory response34/2311142/187239.51e-051.25e-0334
GO:001003810CervixCCresponse to metal ion67/2311373/187239.67e-048.10e-0367
GO:0050873CervixCCbrown fat cell differentiation13/231150/187236.42e-033.58e-0213
GO:0010563111EsophagusESCCnegative regulation of phosphorus metabolic process274/8552442/187232.32e-129.41e-11274
GO:0045936111EsophagusESCCnegative regulation of phosphate metabolic process273/8552441/187233.18e-121.25e-10273
GO:0051348111EsophagusESCCnegative regulation of transferase activity177/8552268/187231.08e-114.00e-10177
GO:0042326111EsophagusESCCnegative regulation of phosphorylation237/8552385/187231.86e-105.33e-09237
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0332021LiverCirrhoticPPAR signaling pathway32/253075/84651.24e-023.92e-022.42e-0232
hsa0332031LiverCirrhoticPPAR signaling pathway32/253075/84651.24e-023.92e-022.42e-0232
hsa033204LiverHCCPPAR signaling pathway48/402075/84652.83e-039.37e-035.21e-0348
hsa033205LiverHCCPPAR signaling pathway48/402075/84652.83e-039.37e-035.21e-0348
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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
FABP4SNVMissense_Mutationc.226N>Tp.Ala76Serp.A76SP15090protein_codingdeleterious(0.02)benign(0.036)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
FABP4SNVMissense_Mutationc.109G>Ap.Ala37Thrp.A37TP15090protein_codingtolerated(0.83)possibly_damaging(0.5)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FABP4SNVMissense_Mutationc.288N>Tp.Gln96Hisp.Q96HP15090protein_codingdeleterious(0)probably_damaging(0.998)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
FABP4SNVMissense_Mutationc.11N>Ap.Ala4Aspp.A4DP15090protein_codingtolerated(0.16)benign(0.026)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
FABP4SNVMissense_Mutationnovelc.169N>Gp.Thr57Alap.T57AP15090protein_codingtolerated(0.12)benign(0.007)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FABP4SNVMissense_Mutationnovelc.98T>Cp.Val33Alap.V33AP15090protein_codingtolerated(0.14)benign(0.045)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FABP4SNVMissense_Mutationnovelc.373T>Cp.Ser125Prop.S125PP15090protein_codingdeleterious(0.01)possibly_damaging(0.747)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
FABP4SNVMissense_Mutationc.266N>Tp.Gly89Valp.G89VP15090protein_codingdeleterious(0.01)possibly_damaging(0.497)TCGA-62-A46S-01Lunglung adenocarcinomaMale>=65I/IITargeted Molecular therapytarcevaPD
FABP4SNVMissense_Mutationc.266N>Tp.Gly89Valp.G89VP15090protein_codingdeleterious(0.01)possibly_damaging(0.497)TCGA-86-A4D0-01Lunglung adenocarcinomaMale<65I/IIChemotherapyetoposideCR
FABP4SNVMissense_Mutationnovelc.142G>Cp.Asp48Hisp.D48HP15090protein_codingdeleterious(0)probably_damaging(0.969)TCGA-94-8490-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
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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
2167FABP4DRUGGABLE GENOMEPMID27109571-Compound-25
2167FABP4DRUGGABLE GENOMEPMID27109571-Compound-16
2167FABP4DRUGGABLE GENOMEPMID27109571-Compound-18
2167FABP4DRUGGABLE GENOMEPMID27109571-Compound-22
2167FABP4DRUGGABLE GENOMEPMID27109571-Compound-10
2167FABP4DRUGGABLE GENOMEPMID27109571-Compound-17
2167FABP4DRUGGABLE GENOMEPMID27109571-Compound-9
2167FABP4DRUGGABLE GENOMEPMID27109571-Compound-14
2167FABP4DRUGGABLE GENOMEPMID27109571-Compound-28
2167FABP4DRUGGABLE GENOMEPMID27109571-Compound-23
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