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: C4BPA

Gene summary for C4BPA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C4BPA

Gene ID

722

Gene namecomplement component 4 binding protein alpha
Gene AliasC4BP
Cytomap1q32.2
Gene Typeprotein-coding
GO ID

GO:0002250

UniProtAcc

P04003


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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
722C4BPANAFLD1HumanLiverNAFLD7.85e-127.29e-01-0.04
722C4BPAS43HumanLiverCirrhotic8.38e-03-1.83e-01-0.0187
722C4BPAHCC1_MengHumanLiverHCC2.88e-91-2.36e-010.0246
722C4BPAHCC2_MengHumanLiverHCC9.38e-18-4.39e-010.0107
722C4BPAcirrhotic1HumanLiverCirrhotic7.78e-14-4.17e-010.0202
722C4BPAcirrhotic2HumanLiverCirrhotic7.32e-13-4.10e-010.0201
722C4BPAcirrhotic3HumanLiverCirrhotic2.29e-04-4.20e-010.0215
722C4BPAHCC1HumanLiverHCC1.25e-205.01e+000.5336
722C4BPAHCC2HumanLiverHCC6.19e-113.73e+000.5341
722C4BPAPt13.aHumanLiverHCC3.76e-271.88e-010.021
722C4BPAPt13.bHumanLiverHCC9.07e-382.43e-010.0251
722C4BPAPt14.dHumanLiverHCC5.10e-10-1.94e-010.0143
722C4BPAS016HumanLiverHCC3.67e-07-4.82e-010.2243
722C4BPAS027HumanLiverHCC4.22e-171.89e+000.2446
722C4BPAS028HumanLiverHCC4.27e-331.67e+000.2503
722C4BPAS029HumanLiverHCC1.66e-432.63e+000.2581
722C4BPATD9HumanLungIAC2.13e-03-4.97e-010.088
722C4BPARNA-P17T-P17T-2HumanLungIAC2.10e-06-1.10e+000.3371
722C4BPARNA-P17T-P17T-4HumanLungIAC8.48e-04-1.17e+000.343
722C4BPARNA-P17T-P17T-6HumanLungIAC1.13e-05-9.19e-010.3385
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:00457327LiverNAFLDpositive regulation of protein catabolic process48/1882231/187238.22e-074.45e-0548
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:000989622LiverHCCpositive regulation of catabolic process335/7958492/187233.83e-311.87e-28335
GO:004217622LiverHCCregulation of protein catabolic process267/7958391/187232.45e-257.38e-23267
GO:004573222LiverHCCpositive regulation of protein catabolic process163/7958231/187234.00e-184.69e-16163
GO:0050777LiverHCCnegative regulation of immune response101/7958194/187234.40e-031.90e-02101
GO:00098968LungIACpositive regulation of catabolic process114/2061492/187234.93e-151.25e-11114
GO:00421768LungIACregulation of protein catabolic process97/2061391/187236.32e-151.25e-1197
GO:00457328LungIACpositive regulation of protein catabolic process61/2061231/187234.44e-111.39e-0861
GO:004217613LungAISregulation of protein catabolic process92/1849391/187231.34e-153.91e-1292
GO:000989613LungAISpositive regulation of catabolic process103/1849492/187239.59e-141.86e-10103
GO:004573213LungAISpositive regulation of protein catabolic process60/1849231/187231.47e-122.14e-0960
GO:004217633LungMIACregulation of protein catabolic process47/967391/187236.27e-082.15e-0547
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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
C4BPASNVMissense_Mutationnovelc.1453N>Tp.Arg485Trpp.R485WP04003protein_codingtolerated(0.19)possibly_damaging(0.67)TCGA-A1-A0SN-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyacSD
C4BPASNVMissense_Mutationrs868450380c.1180G>Ap.Glu394Lysp.E394KP04003protein_codingtolerated(0.86)benign(0.013)TCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
C4BPASNVMissense_Mutationc.1507N>Cp.Glu503Glnp.E503QP04003protein_codingtolerated(0.1)possibly_damaging(0.596)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
C4BPASNVMissense_Mutationc.352N>Cp.Glu118Glnp.E118QP04003protein_codingdeleterious(0.01)possibly_damaging(0.616)TCGA-AR-A1AL-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyanastrozoleSD
C4BPASNVMissense_Mutationrs867500835c.359N>Ap.Arg120Hisp.R120HP04003protein_codingtolerated(0.17)benign(0)TCGA-E2-A1LS-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCyclophosphamideSD
C4BPASNVMissense_Mutationrs764249458c.1172A>Gp.Tyr391Cysp.Y391CP04003protein_codingdeleterious(0.01)probably_damaging(0.975)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
C4BPASNVMissense_Mutationrs762693425c.1298C>Tp.Ala433Valp.A433VP04003protein_codingtolerated(0.16)possibly_damaging(0.734)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
C4BPASNVMissense_Mutationc.1598C>Ap.Pro533Glnp.P533QP04003protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
C4BPASNVMissense_Mutationrs867500835c.359G>Ap.Arg120Hisp.R120HP04003protein_codingtolerated(0.17)benign(0)TCGA-NH-A8F7-06ColorectumNANANANANANANA
C4BPASNVMissense_Mutationc.503C>Ap.Pro168Glnp.P168QP04003protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-3726-01Colorectumrectum adenocarcinomaFemale<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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