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: HABP4

Gene summary for HABP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HABP4

Gene ID

22927

Gene namehyaluronan binding protein 4
Gene AliasIHABP-4
Cytomap9q22.32
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q5JVS0


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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
22927HABP4HCC1_MengHumanLiverHCC2.67e-15-3.20e-020.0246
22927HABP4HCC1HumanLiverHCC2.68e-044.41e+000.5336
22927HABP4HCC2HumanLiverHCC3.55e-032.26e+000.5341
22927HABP4S014HumanLiverHCC1.61e-208.39e-010.2254
22927HABP4S015HumanLiverHCC1.06e-138.64e-010.2375
22927HABP4S016HumanLiverHCC1.86e-187.42e-010.2243
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:004348422LiverHCCregulation of RNA splicing113/7958148/187234.32e-174.15e-15113
GO:000641722LiverHCCregulation of translation287/7958468/187238.79e-178.08e-15287
GO:000641322LiverHCCtranslational initiation94/7958118/187231.39e-161.24e-1494
GO:005109822LiverHCCregulation of binding225/7958363/187233.78e-142.37e-12225
GO:004572712LiverHCCpositive regulation of translation97/7958136/187238.51e-123.55e-1097
GO:003425022LiverHCCpositive regulation of cellular amide metabolic process110/7958162/187235.14e-111.92e-09110
GO:000644622LiverHCCregulation of translational initiation62/795879/187236.85e-112.48e-0962
GO:007149622LiverHCCcellular response to external stimulus191/7958320/187233.40e-101.13e-08191
GO:007121421LiverHCCcellular response to abiotic stimulus183/7958331/187231.59e-062.26e-05183
GO:010400421LiverHCCcellular response to environmental stimulus183/7958331/187231.59e-062.26e-05183
GO:00069971LiverHCCnucleus organization82/7958133/187236.32e-067.72e-0582
GO:003312012LiverHCCpositive regulation of RNA splicing29/795837/187239.37e-061.09e-0429
GO:005110012LiverHCCnegative regulation of binding94/7958162/187234.69e-054.50e-0494
GO:00459481LiverHCCpositive regulation of translational initiation22/795830/187236.14e-043.82e-0322
GO:00712601LiverHCCcellular response to mechanical stimulus48/795881/187231.72e-038.96e-0348
GO:00096124LiverHCCresponse to mechanical stimulus113/7958216/187232.20e-031.10e-02113
GO:005110112LiverHCCregulation of DNA binding64/7958118/187236.60e-032.68e-0264
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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
HABP4SNVMissense_Mutationnovelc.725N>Ap.Gly242Glup.G242EQ5JVS0protein_codingdeleterious(0.02)possibly_damaging(0.879)TCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HABP4SNVMissense_Mutationc.608N>Ap.Arg203Lysp.R203KQ5JVS0protein_codingtolerated(0.13)benign(0.006)TCGA-C8-A130-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
HABP4SNVMissense_Mutationrs780353636c.401N>Ap.Arg134Hisp.R134HQ5JVS0protein_codingdeleterious(0.01)possibly_damaging(0.894)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HABP4SNVMissense_Mutationc.1156G>Cp.Glu386Glnp.E386QQ5JVS0protein_codingdeleterious(0.05)probably_damaging(0.982)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
HABP4SNVMissense_Mutationc.1130N>Ap.Gly377Glup.G377EQ5JVS0protein_codingdeleterious(0)probably_damaging(0.949)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HABP4SNVMissense_Mutationrs771229420c.898C>Gp.Gln300Glup.Q300EQ5JVS0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-VS-A8QC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelPD
HABP4SNVMissense_Mutationnovelc.586N>Tp.Gly196Cysp.G196CQ5JVS0protein_codingdeleterious(0.01)probably_damaging(0.978)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HABP4deletionIn_Frame_Delc.899_901delNNNp.Glu301delp.E301delQ5JVS0protein_codingTCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
HABP4SNVMissense_Mutationnovelc.502N>Tp.Pro168Serp.P168SQ5JVS0protein_codingtolerated(0.57)benign(0)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HABP4SNVMissense_Mutationnovelc.502N>Tp.Pro168Serp.P168SQ5JVS0protein_codingtolerated(0.57)benign(0)TCGA-A5-A0GG-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
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