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: FANCC

Gene summary for FANCC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FANCC

Gene ID

2176

Gene nameFA complementation group C
Gene AliasFA3
Cytomap9q22.32
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A024R9N2


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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
2176FANCCCCI_1HumanCervixCC3.73e-229.27e-010.528
2176FANCCCCI_2HumanCervixCC1.66e-201.40e+000.5249
2176FANCCCCI_3HumanCervixCC1.78e-341.51e+000.516
2176FANCCRNA-P17T-P17T-4HumanLungIAC1.13e-066.54e-010.343
2176FANCCRNA-P17T-P17T-6HumanLungIAC1.48e-034.04e-010.3385
2176FANCCRNA-P17T-P17T-8HumanLungIAC1.77e-076.15e-010.3329
2176FANCCRNA-P23T2-P23T2-4HumanLungMIAC3.47e-026.90e-01-0.0272
2176FANCCRNA-P6T2-P6T2-1HumanLungIAC1.26e-042.01e-01-0.0166
2176FANCCRNA-P6T2-P6T2-3HumanLungIAC1.03e-052.18e-01-0.013
2176FANCCRNA-P6T2-P6T2-4HumanLungIAC2.01e-021.65e-01-0.0121
2176FANCCHTA12-23-1HumanPancreasPDAC1.44e-056.13e-010.3405
2176FANCCHTA12-25-1HumanPancreasPDAC3.07e-086.03e-010.313
2176FANCCHTA12-26-1HumanPancreasPDAC1.01e-136.52e-010.3728
2176FANCCHTA12-29-1HumanPancreasPDAC5.38e-408.10e-010.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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:000697910CervixCCresponse to oxidative stress102/2311446/187232.99e-104.36e-08102
GO:000030210CervixCCresponse to reactive oxygen species56/2311222/187231.00e-075.25e-0656
GO:006219710CervixCCcellular response to chemical stress76/2311337/187231.01e-075.25e-0676
GO:000226210CervixCCmyeloid cell homeostasis43/2311157/187232.66e-071.12e-0543
GO:004887210CervixCChomeostasis of number of cells61/2311272/187232.17e-066.55e-0561
GO:00988699CervixCCcellular oxidant detoxification30/2311101/187232.72e-067.93e-0530
GO:003459910CervixCCcellular response to oxidative stress63/2311288/187233.58e-069.50e-0563
GO:19907489CervixCCcellular detoxification30/2311116/187235.34e-057.94e-0430
GO:00972379CervixCCcellular response to toxic substance31/2311124/187238.09e-051.10e-0331
GO:003461410CervixCCcellular response to reactive oxygen species35/2311155/187232.59e-042.85e-0335
GO:00096369CervixCCresponse to toxic substance52/2311262/187233.34e-043.52e-0352
GO:00725939CervixCCreactive oxygen species metabolic process47/2311239/187237.74e-046.87e-0347
GO:00987549CervixCCdetoxification33/2311152/187237.97e-047.00e-0333
GO:00987275CervixCCmaintenance of cell number30/2311134/187237.98e-047.00e-0330
GO:00198274CervixCCstem cell population maintenance29/2311131/187231.17e-039.47e-0329
GO:0006801CervixCCsuperoxide metabolic process17/231174/187237.73e-034.10e-0217
GO:00069798LungIACresponse to oxidative stress82/2061446/187231.99e-069.18e-0582
GO:00022628LungIACmyeloid cell homeostasis37/2061157/187235.42e-062.09e-0437
GO:00621978LungIACcellular response to chemical stress64/2061337/187238.92e-063.01e-0464
GO:00488728LungIAChomeostasis of number of cells54/2061272/187231.20e-053.64e-0454
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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
FANCCSNVMissense_Mutationrs768508859c.1081N>Tp.Arg361Trpp.R361WQ00597protein_codingdeleterious(0.01)benign(0.417)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
FANCCSNVMissense_Mutationc.19N>Tp.Asp7Tyrp.D7YQ00597protein_codingtolerated(1)possibly_damaging(0.459)TCGA-A2-A04V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
FANCCSNVMissense_Mutationrs369636116c.1664N>Ap.Arg555Glnp.R555QQ00597protein_codingtolerated(0.59)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FANCCinsertionIn_Frame_Insnovelc.848_849insTTGCCTGTCGAGAGTGGTGCTGGTp.Gln283delinsHisCysLeuSerArgValValLeuValp.Q283delinsHCLSRVVLVQ00597protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
FANCCinsertionIn_Frame_Insnovelc.1128_1129insCTGGTGp.Arg376_Glu377insLeuValp.R376_E377insLVQ00597protein_codingTCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FANCCinsertionFrame_Shift_Insnovelc.1127_1128insGTGGCCACATGGGACTGCTTGTGCATTCAGCTp.Glu377TrpfsTer11p.E377Wfs*11Q00597protein_codingTCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FANCCSNVMissense_Mutationc.175N>Gp.Thr59Alap.T59AQ00597protein_codingtolerated(0.67)benign(0.003)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FANCCSNVMissense_Mutationrs371897078c.1162N>Ap.Gly388Argp.G388RQ00597protein_codingtolerated(0.39)benign(0.012)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FANCCSNVMissense_Mutationrs369636116c.1664G>Ap.Arg555Glnp.R555QQ00597protein_codingtolerated(0.59)benign(0.001)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FANCCSNVMissense_Mutationc.1337N>Ap.Val446Glup.V446EQ00597protein_codingtolerated(0.06)possibly_damaging(0.601)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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
2176FANCCCLINICALLY ACTIONABLE, DNA REPAIRMITOMYCINMITOMYCIN16243825
2176FANCCCLINICALLY ACTIONABLE, DNA REPAIRCHLORAMBUCILCHLORAMBUCIL16243825
2176FANCCCLINICALLY ACTIONABLE, DNA REPAIRCISPLATINCISPLATIN16243825
2176FANCCCLINICALLY ACTIONABLE, DNA REPAIRMELPHALANMELPHALAN16243825
2176FANCCCLINICALLY ACTIONABLE, DNA REPAIRGEMCITABINEGEMCITABINE16243825
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