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: C4BPB

Gene summary for C4BPB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C4BPB

Gene ID

725

Gene namecomplement component 4 binding protein beta
Gene AliasC4BP
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0002250

UniProtAcc

P20851


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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
725C4BPBNAFLD1HumanLiverNAFLD5.50e-089.54e-01-0.04
725C4BPBS43HumanLiverCirrhotic1.05e-14-3.91e-01-0.0187
725C4BPBHCC1_MengHumanLiverHCC1.06e-851.85e-010.0246
725C4BPBHCC2_MengHumanLiverHCC2.25e-14-3.79e-010.0107
725C4BPBcirrhotic1HumanLiverCirrhotic4.22e-09-1.54e-010.0202
725C4BPBcirrhotic2HumanLiverCirrhotic5.53e-08-1.90e-010.0201
725C4BPBcirrhotic3HumanLiverCirrhotic4.75e-04-2.83e-010.0215
725C4BPBHCC1HumanLiverHCC1.71e-073.40e+000.5336
725C4BPBHCC2HumanLiverHCC7.69e-163.76e+000.5341
725C4BPBPt13.aHumanLiverHCC2.00e-133.59e-010.021
725C4BPBPt13.bHumanLiverHCC3.55e-302.74e-010.0251
725C4BPBPt14.bHumanLiverHCC1.06e-091.34e-010.018
725C4BPBPt14.dHumanLiverHCC2.78e-039.84e-020.0143
725C4BPBS016HumanLiverHCC3.40e-05-4.05e-010.2243
725C4BPBS027HumanLiverHCC3.16e-141.58e+000.2446
725C4BPBS028HumanLiverHCC6.19e-251.35e+000.2503
725C4BPBS029HumanLiverHCC4.26e-332.05e+000.2581
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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:00098967LiverNAFLDpositive regulation of catabolic process108/1882492/187232.68e-153.14e-12108
GO:00421767LiverNAFLDregulation of protein catabolic process83/1882391/187232.94e-111.01e-0883
GO:00420607LiverNAFLDwound healing84/1882422/187236.56e-101.37e-0784
GO:00075994LiverNAFLDhemostasis49/1882222/187239.23e-087.59e-0649
GO:00075964LiverNAFLDblood coagulation48/1882217/187231.16e-078.81e-0648
GO:00508174LiverNAFLDcoagulation48/1882222/187232.40e-071.61e-0548
GO:00457327LiverNAFLDpositive regulation of protein catabolic process48/1882231/187238.22e-074.45e-0548
GO:00508787LiverNAFLDregulation of body fluid levels60/1882379/187232.61e-044.23e-0360
GO:0045916LiverNAFLDnegative regulation of complement activation6/188212/187235.54e-047.46e-036
GO:0030449LiverNAFLDregulation of complement activation8/188221/187236.29e-048.21e-038
GO:0002921LiverNAFLDnegative regulation of humoral immune response6/188216/187233.37e-032.93e-026
GO:004217612LiverCirrhoticregulation of protein catabolic process181/4634391/187237.94e-212.77e-18181
GO:000989612LiverCirrhoticpositive regulation of catabolic process215/4634492/187231.13e-203.56e-18215
GO:004573212LiverCirrhoticpositive regulation of protein catabolic process112/4634231/187233.89e-154.21e-13112
GO:004206012LiverCirrhoticwound healing155/4634422/187232.12e-087.56e-07155
GO:000759611LiverCirrhoticblood coagulation79/4634217/187238.06e-058.81e-0479
GO:000759911LiverCirrhotichemostasis80/4634222/187231.08e-041.10e-0380
GO:005081711LiverCirrhoticcoagulation79/4634222/187231.90e-041.76e-0379
GO:005087812LiverCirrhoticregulation of body fluid levels118/4634379/187232.65e-031.55e-02118
GO:000989622LiverHCCpositive regulation of catabolic process335/7958492/187233.83e-311.87e-28335
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04610LiverNAFLDComplement and coagulation cascades35/104386/84652.48e-112.04e-091.64e-0935
hsa046101LiverNAFLDComplement and coagulation cascades35/104386/84652.48e-112.04e-091.64e-0935
hsa046102LiverCirrhoticComplement and coagulation cascades48/253086/84654.41e-075.44e-063.35e-0648
hsa05133LiverCirrhoticPertussis37/253076/84654.17e-042.57e-031.58e-0337
hsa046103LiverCirrhoticComplement and coagulation cascades48/253086/84654.41e-075.44e-063.35e-0648
hsa051331LiverCirrhoticPertussis37/253076/84654.17e-042.57e-031.58e-0337
hsa046104LiverHCCComplement and coagulation cascades57/402086/84653.19e-041.45e-038.04e-0457
hsa051332LiverHCCPertussis48/402076/84654.17e-031.27e-027.06e-0348
hsa046105LiverHCCComplement and coagulation cascades57/402086/84653.19e-041.45e-038.04e-0457
hsa051333LiverHCCPertussis48/402076/84654.17e-031.27e-027.06e-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
C4BPBSNVMissense_Mutationnovelc.208G>Tp.Asp70Tyrp.D70YP20851protein_codingdeleterious(0.01)possibly_damaging(0.776)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
C4BPBSNVMissense_Mutationc.357N>Gp.Ser119Argp.S119RP20851protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
C4BPBSNVMissense_Mutationnovelc.461A>Cp.Asn154Thrp.N154TP20851protein_codingtolerated(0.09)benign(0.006)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
C4BPBSNVMissense_Mutationnovelc.126N>Tp.Gln42Hisp.Q42HP20851protein_codingtolerated(0.12)benign(0.262)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
C4BPBSNVMissense_Mutationnovelc.95N>Ap.Ser32Asnp.S32NP20851protein_codingdeleterious(0.01)possibly_damaging(0.595)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C4BPBSNVMissense_Mutationc.74A>Gp.Glu25Glyp.E25GP20851protein_codingdeleterious(0.01)possibly_damaging(0.847)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C4BPBSNVMissense_Mutationc.306A>Cp.Lys102Asnp.K102NP20851protein_codingtolerated(0.35)benign(0.081)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C4BPBSNVMissense_Mutationrs769703116c.353N>Ap.Arg118Glnp.R118QP20851protein_codingtolerated(0.11)benign(0.044)TCGA-AX-A063-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C4BPBSNVMissense_Mutationnovelc.383N>Tp.Ala128Valp.A128VP20851protein_codingtolerated(0.41)benign(0.007)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C4BPBSNVMissense_Mutationnovelc.443G>Ap.Gly148Aspp.G148DP20851protein_codingdeleterious(0)possibly_damaging(0.574)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
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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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