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: C1QA

Gene summary for C1QA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C1QA

Gene ID

712

Gene namecomplement C1q A chain
Gene AliasC1QA
Cytomap1p36.12
Gene Typeprotein-coding
GO ID

GO:0001774

UniProtAcc

A0A024RAG6


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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
712C1QAGSM4909287HumanBreastIDC1.85e-031.66e-010.2057
712C1QANCCBC11HumanBreastDCIS3.48e-097.76e-010.1232
712C1QANCCBC14HumanBreastDCIS7.58e-073.87e-010.2021
712C1QANCCBC3HumanBreastDCIS1.79e-521.20e+000.1198
712C1QANCCBC5HumanBreastDCIS1.34e-146.50e-010.2046
712C1QAP2HumanBreastIDC1.18e-021.88e-010.21
712C1QAHCC1_MengHumanLiverHCC3.17e-284.00e-020.0246
712C1QAcirrhotic2HumanLiverCirrhotic5.59e-108.81e-020.0201
712C1QAcirrhotic3HumanLiverCirrhotic6.50e-07-9.00e-060.0215
712C1QAHCC2HumanLiverHCC6.27e-101.37e+000.5341
712C1QAPt13.aHumanLiverHCC9.40e-281.07e+000.021
712C1QAPt13.bHumanLiverHCC5.26e-194.53e-010.0251
712C1QAPt13.cHumanLiverHCC1.54e-481.64e+000.0076
712C1QAPt14.dHumanLiverHCC4.32e-371.17e+000.0143
712C1QAC21HumanOral cavityOSCC2.44e-912.94e+000.2678
712C1QAC30HumanOral cavityOSCC3.41e-248.55e-010.3055
712C1QAC38HumanOral cavityOSCC2.16e-036.46e-010.172
712C1QAC51HumanOral cavityOSCC4.10e-166.56e-010.2674
712C1QAC57HumanOral cavityOSCC4.49e-021.73e-010.1679
712C1QAC07HumanOral cavityOSCC3.06e-034.95e-010.2491
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:001003814BreastIDCresponse to metal ion65/1434373/187232.95e-103.42e-0865
GO:007099714BreastIDCneuron death57/1434361/187231.31e-077.38e-0657
GO:000756813BreastIDCaging52/1434339/187231.14e-065.10e-0552
GO:190121414BreastIDCregulation of neuron death48/1434319/187235.01e-061.69e-0448
GO:190121614BreastIDCpositive regulation of neuron death19/143497/187231.22e-042.25e-0319
GO:004206311BreastIDCgliogenesis39/1434301/187238.63e-041.00e-0239
GO:00100011BreastIDCglial cell differentiation31/1434225/187231.04e-031.15e-0231
GO:00069596BreastIDChumoral immune response40/1434317/187231.25e-031.33e-0240
GO:0010039BreastIDCresponse to iron ion8/143432/187232.32e-032.10e-028
GO:00022532BreastIDCactivation of immune response43/1434375/187235.16e-033.84e-0243
GO:001003824BreastDCISresponse to metal ion65/1390373/187238.03e-119.88e-0965
GO:007099724BreastDCISneuron death57/1390361/187234.56e-082.84e-0657
GO:190121421BreastDCISregulation of neuron death48/1390319/187232.13e-067.79e-0548
GO:000756823BreastDCISaging50/1390339/187232.38e-068.46e-0550
GO:190121622BreastDCISpositive regulation of neuron death20/139097/187232.45e-055.68e-0420
GO:00420632BreastDCISgliogenesis39/1390301/187234.76e-046.25e-0339
GO:00100012BreastDCISglial cell differentiation31/1390225/187236.24e-047.87e-0331
GO:00100391BreastDCISresponse to iron ion8/139032/187231.90e-031.81e-028
GO:000225311BreastDCISactivation of immune response43/1390375/187232.96e-032.54e-0243
GO:000695911BreastDCIShumoral immune response37/1390317/187234.16e-033.29e-0237
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0502023BreastIDCPrion disease102/867273/84653.70e-344.01e-323.00e-32102
hsa0517124BreastIDCCoronavirus disease - COVID-1986/867232/84651.50e-289.72e-277.27e-2786
hsa0502033BreastIDCPrion disease102/867273/84653.70e-344.01e-323.00e-32102
hsa0517134BreastIDCCoronavirus disease - COVID-1986/867232/84651.50e-289.72e-277.27e-2786
hsa0502043BreastDCISPrion disease100/846273/84651.44e-331.55e-311.14e-31100
hsa0502053BreastDCISPrion disease100/846273/84651.44e-331.55e-311.14e-31100
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
hsa05133LiverCirrhoticPertussis37/253076/84654.17e-042.57e-031.58e-0337
hsa04936LiverCirrhoticAlcoholic liver disease60/2530142/84651.07e-035.85e-033.61e-0360
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
hsa051331LiverCirrhoticPertussis37/253076/84654.17e-042.57e-031.58e-0337
hsa049361LiverCirrhoticAlcoholic liver disease60/2530142/84651.07e-035.85e-033.61e-0360
hsa0502022LiverHCCPrion disease195/4020273/84653.26e-161.56e-148.67e-15195
hsa0517142LiverHCCCoronavirus disease - COVID-19167/4020232/84651.50e-144.19e-132.33e-13167
hsa049362LiverHCCAlcoholic liver disease89/4020142/84651.73e-048.53e-044.75e-0489
hsa046104LiverHCCComplement and coagulation cascades57/402086/84653.19e-041.45e-038.04e-0457
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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
C1QASNVMissense_Mutationc.302G>Ap.Gly101Aspp.G101DP02745protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A25D-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
C1QASNVMissense_Mutationnovelc.317N>Tp.Pro106Leup.P106LP02745protein_codingdeleterious(0.01)possibly_damaging(0.446)TCGA-VS-A9V5-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
C1QASNVMissense_Mutationrs568891417c.388N>Ap.Val130Metp.V130MP02745protein_codingtolerated(0.08)benign(0.104)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C1QASNVMissense_Mutationc.554N>Ap.Arg185Hisp.R185HP02745protein_codingtolerated(0.1)benign(0.011)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C1QASNVMissense_Mutationc.185N>Tp.Gly62Valp.G62VP02745protein_codingdeleterious(0)possibly_damaging(0.869)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
C1QASNVMissense_Mutationnovelc.361C>Tp.Arg121Trpp.R121WP02745protein_codingdeleterious(0)possibly_damaging(0.803)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
C1QASNVMissense_Mutationnovelc.577N>Cp.Thr193Prop.T193PP02745protein_codingdeleterious(0.04)benign(0.007)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C1QASNVMissense_Mutationc.21G>Tp.Trp7Cysp.W7CP02745protein_codingdeleterious(0.01)probably_damaging(0.96)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C1QASNVMissense_Mutationnovelc.277N>Ap.Ala93Thrp.A93TP02745protein_codingtolerated(0.58)benign(0.021)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C1QASNVMissense_Mutationnovelc.417N>Ap.Asn139Lysp.N139KP02745protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AP-A1DK-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
712C1QADRUGGABLE GENOME, CELL SURFACEIMMUNE GLOBULIN
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