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: C8A

Gene summary for C8A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C8A

Gene ID

731

Gene namecomplement C8 alpha chain
Gene AliasC8A
Cytomap1p32.2
Gene Typeprotein-coding
GO ID

GO:0002250

UniProtAcc

P07357


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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
731C8ANAFLD1HumanLiverNAFLD6.58e-141.25e+00-0.04
731C8AS41HumanLiverCirrhotic3.82e-024.49e-01-0.0343
731C8AS43HumanLiverCirrhotic1.26e-06-2.58e-01-0.0187
731C8AHCC1_MengHumanLiverHCC3.82e-88-9.69e-020.0246
731C8AHCC2_MengHumanLiverHCC9.13e-08-3.28e-010.0107
731C8Acirrhotic1HumanLiverCirrhotic3.17e-07-3.17e-010.0202
731C8Acirrhotic2HumanLiverCirrhotic1.83e-07-3.15e-010.0201
731C8Acirrhotic3HumanLiverCirrhotic6.73e-03-3.23e-010.0215
731C8APt13.aHumanLiverHCC2.91e-05-3.03e-010.021
731C8APt13.bHumanLiverHCC2.20e-03-2.86e-010.0251
731C8APt14.dHumanLiverHCC3.45e-02-2.26e-010.0143
731C8AS015HumanLiverHCC1.45e-034.05e-010.2375
731C8AS027HumanLiverHCC4.12e-091.10e+000.2446
731C8AS028HumanLiverHCC7.54e-167.56e-010.2503
731C8AS029HumanLiverHCC7.57e-271.43e+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:001593122ThyroidATCnucleobase-containing compound transport122/6293222/187234.30e-111.41e-09122
GO:000170126ThyroidATCin utero embryonic development183/6293367/187236.62e-112.11e-09183
GO:007190025ThyroidATCregulation of protein serine/threonine kinase activity176/6293359/187238.35e-102.17e-08176
GO:003019812ThyroidATCextracellular matrix organization152/6293301/187238.63e-102.24e-08152
GO:000646925ThyroidATCnegative regulation of protein kinase activity114/6293212/187231.06e-092.69e-08114
GO:004306212ThyroidATCextracellular structure organization152/6293302/187231.17e-092.94e-08152
GO:004522912ThyroidATCexternal encapsulating structure organization152/6293304/187232.11e-095.08e-08152
GO:003367325ThyroidATCnegative regulation of kinase activity122/6293237/187239.19e-091.94e-07122
GO:000931426ThyroidATCresponse to radiation210/6293456/187231.69e-083.39e-07210
GO:007145325ThyroidATCcellular response to oxygen levels94/6293177/187236.62e-081.17e-0694
GO:0031667210ThyroidATCresponse to nutrient levels212/6293474/187232.37e-073.70e-06212
GO:003629425ThyroidATCcellular response to decreased oxygen levels85/6293161/187233.86e-075.65e-0685
GO:005123532ThyroidATCmaintenance of location152/6293327/187237.84e-071.04e-05152
GO:006053724ThyroidATCmuscle tissue development181/6293403/187231.27e-061.62e-05181
GO:001076116ThyroidATCfibroblast migration32/629347/187231.42e-061.77e-0532
GO:005165133ThyroidATCmaintenance of location in cell105/6293214/187231.92e-062.31e-05105
GO:000961225ThyroidATCresponse to mechanical stimulus105/6293216/187233.29e-063.70e-05105
GO:007145624ThyroidATCcellular response to hypoxia78/6293151/187233.44e-063.86e-0578
GO:000836122ThyroidATCregulation of cell size89/6293181/187231.01e-051.00e-0489
GO:000736915ThyroidATCgastrulation90/6293185/187231.54e-051.43e-0490
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0517114LiverNAFLDCoronavirus disease - COVID-19111/1043232/84651.01e-413.32e-392.67e-39111
hsa04610LiverNAFLDComplement and coagulation cascades35/104386/84652.48e-112.04e-091.64e-0935
hsa0481010LiverNAFLDRegulation of actin cytoskeleton50/1043229/84653.01e-057.59e-046.11e-0450
hsa0517115LiverNAFLDCoronavirus disease - COVID-19111/1043232/84651.01e-413.32e-392.67e-39111
hsa046101LiverNAFLDComplement and coagulation cascades35/104386/84652.48e-112.04e-091.64e-0935
hsa0481011LiverNAFLDRegulation of actin cytoskeleton50/1043229/84653.01e-057.59e-046.11e-0450
hsa0517122LiverCirrhoticCoronavirus disease - COVID-19136/2530232/84653.28e-201.82e-181.12e-18136
hsa0502014LiverCirrhoticPrion disease152/2530273/84651.84e-198.78e-185.41e-18152
hsa046102LiverCirrhoticComplement and coagulation cascades48/253086/84654.41e-075.44e-063.35e-0648
hsa0481021LiverCirrhoticRegulation of actin cytoskeleton100/2530229/84655.28e-065.50e-053.39e-05100
hsa0517132LiverCirrhoticCoronavirus disease - COVID-19136/2530232/84653.28e-201.82e-181.12e-18136
hsa0502015LiverCirrhoticPrion disease152/2530273/84651.84e-198.78e-185.41e-18152
hsa046103LiverCirrhoticComplement and coagulation cascades48/253086/84654.41e-075.44e-063.35e-0648
hsa0481031LiverCirrhoticRegulation of actin cytoskeleton100/2530229/84655.28e-065.50e-053.39e-05100
hsa0502022LiverHCCPrion disease195/4020273/84653.26e-161.56e-148.67e-15195
hsa0517142LiverHCCCoronavirus disease - COVID-19167/4020232/84651.50e-144.19e-132.33e-13167
hsa046104LiverHCCComplement and coagulation cascades57/402086/84653.19e-041.45e-038.04e-0457
hsa0481041LiverHCCRegulation of actin cytoskeleton134/4020229/84654.48e-041.94e-031.08e-03134
hsa0502032LiverHCCPrion disease195/4020273/84653.26e-161.56e-148.67e-15195
hsa0517152LiverHCCCoronavirus disease - COVID-19167/4020232/84651.50e-144.19e-132.33e-13167
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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
C8ASNVMissense_Mutationrs749738757c.281C>Tp.Ala94Valp.A94VP07357protein_codingtolerated(0.29)benign(0.119)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
C8ASNVMissense_Mutationnovelc.979T>Cp.Tyr327Hisp.Y327HP07357protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
C8ASNVMissense_Mutationc.555G>Cp.Trp185Cysp.W185CP07357protein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A2LH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
C8ASNVMissense_Mutationrs753968787c.332N>Ap.Arg111Hisp.R111HP07357protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-BH-A0E9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
C8AinsertionFrame_Shift_Insnovelc.1083_1084insGAACAAAGAGAGCp.Met362GlufsTer28p.M362Efs*28P07357protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
C8AdeletionFrame_Shift_Delnovelc.1446_1456delNNNNNNNNNNNp.Arg484GlyfsTer36p.R484Gfs*36P07357protein_codingTCGA-S3-AA10-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
C8ASNVMissense_Mutationc.403N>Ap.Ala135Thrp.A135TP07357protein_codingtolerated(0.57)benign(0.001)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
C8ASNVMissense_Mutationrs143726641c.1742N>Tp.Thr581Metp.T581MP07357protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AA-3856-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
C8ASNVMissense_Mutationc.1111N>Tp.Asp371Tyrp.D371YP07357protein_codingtolerated(0.06)possibly_damaging(0.663)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
C8ASNVMissense_Mutationc.370N>Ap.Gly124Serp.G124SP07357protein_codingtolerated(0.18)possibly_damaging(0.723)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
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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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