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: CFB

Gene summary for CFB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CFB

Gene ID

629

Gene namecomplement factor B
Gene AliasAHUS4
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0002252

UniProtAcc

A0A1U9X7H8


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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
629CFBAEH-subject1HumanEndometriumAEH4.00e-103.37e-01-0.3059
629CFBAEH-subject2HumanEndometriumAEH1.88e-124.81e-01-0.2525
629CFBAEH-subject4HumanEndometriumAEH2.45e-125.08e-01-0.2657
629CFBEEC-subject1HumanEndometriumEEC5.15e-031.24e-01-0.2682
629CFBEEC-subject2HumanEndometriumEEC1.01e-184.13e-01-0.2607
629CFBEEC-subject4HumanEndometriumEEC3.99e-082.70e-01-0.2571
629CFBEEC-subject5HumanEndometriumEEC1.44e-021.33e-01-0.249
629CFBGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.07e-105.61e-01-0.1869
629CFBGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.64e-106.21e-01-0.1875
629CFBGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC5.07e-033.04e-01-0.1883
629CFBGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.66e-022.00e-01-0.1934
629CFBGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.10e-114.85e-01-0.1917
629CFBGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.17e-115.78e-01-0.1916
629CFBGSM6177623_NYU_UCEC3_VisHumanEndometriumEEC5.40e-051.85e-01-0.1269
629CFBLZE3DHumanEsophagusHGIN3.03e-024.58e-010.0668
629CFBLZE5THumanEsophagusESCC2.72e-075.11e-010.0514
629CFBLZE8THumanEsophagusESCC7.47e-184.79e-010.067
629CFBLZE20THumanEsophagusESCC6.34e-099.97e-010.0662
629CFBLZE22THumanEsophagusESCC1.34e-068.28e-010.068
629CFBLZE24THumanEsophagusESCC3.28e-168.57e-010.0596
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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:0006959StomachGChumoral immune response42/1159317/187232.59e-061.10e-0442
GO:0002253StomachGCactivation of immune response36/1159375/187236.03e-034.55e-0236
GO:0006956StomachGCcomplement activation16/1159130/187236.54e-034.83e-0216
GO:00069591StomachCAG with IMhumoral immune response39/1050317/187233.43e-061.36e-0439
GO:00069561StomachCAG with IMcomplement activation15/1050130/187236.22e-034.75e-0215
GO:00069592StomachCSGhumoral immune response40/1034317/187239.26e-074.76e-0540
GO:00069562StomachCSGcomplement activation15/1034130/187235.42e-034.35e-0215
GO:00022531StomachCSGactivation of immune response33/1034375/187235.70e-034.54e-0233
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0517126EndometriumAEHCoronavirus disease - COVID-1999/1197232/84655.19e-273.37e-252.47e-2599
hsa05171112EndometriumAEHCoronavirus disease - COVID-1999/1197232/84655.19e-273.37e-252.47e-2599
hsa0517127EndometriumEECCoronavirus disease - COVID-1999/1237232/84657.43e-264.89e-243.65e-2499
hsa0517136EndometriumEECCoronavirus disease - COVID-1999/1237232/84657.43e-264.89e-243.65e-2499
hsa05171211EsophagusESCCCoronavirus disease - COVID-19156/4205232/84653.18e-082.68e-071.37e-07156
hsa05171310EsophagusESCCCoronavirus disease - COVID-19156/4205232/84653.18e-082.68e-071.37e-07156
hsa0517122LiverCirrhoticCoronavirus disease - COVID-19136/2530232/84653.28e-201.82e-181.12e-18136
hsa046102LiverCirrhoticComplement and coagulation cascades48/253086/84654.41e-075.44e-063.35e-0648
hsa0517132LiverCirrhoticCoronavirus disease - COVID-19136/2530232/84653.28e-201.82e-181.12e-18136
hsa046103LiverCirrhoticComplement and coagulation cascades48/253086/84654.41e-075.44e-063.35e-0648
hsa0517142LiverHCCCoronavirus disease - COVID-19167/4020232/84651.50e-144.19e-132.33e-13167
hsa046104LiverHCCComplement and coagulation cascades57/402086/84653.19e-041.45e-038.04e-0457
hsa0517152LiverHCCCoronavirus disease - COVID-19167/4020232/84651.50e-144.19e-132.33e-13167
hsa046105LiverHCCComplement and coagulation cascades57/402086/84653.19e-041.45e-038.04e-0457
hsa0517116LungIACCoronavirus disease - COVID-19102/1053232/84655.89e-341.91e-311.27e-31102
hsa0517117LungIACCoronavirus disease - COVID-19102/1053232/84655.89e-341.91e-311.27e-31102
hsa0517123LungAISCoronavirus disease - COVID-1998/961232/84652.82e-349.14e-325.85e-3298
hsa0517133LungAISCoronavirus disease - COVID-1998/961232/84652.82e-349.14e-325.85e-3298
hsa0517163LungMIACCoronavirus disease - COVID-1979/507232/84654.83e-407.02e-385.08e-3879
hsa0517173LungMIACCoronavirus disease - COVID-1979/507232/84654.83e-407.02e-385.08e-3879
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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
CFBSNVMissense_Mutationrs534739758c.957A>Tp.Lys319Asnp.K319NP00751protein_codingtolerated(0.18)benign(0.034)TCGA-A2-A3XV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
CFBSNVMissense_Mutationnovelc.871N>Gp.Lys291Glup.K291EP00751protein_codingtolerated(1)benign(0)TCGA-A8-A085-01Breastbreast invasive carcinomaMale<65I/IIHormone TherapytamoxiphenSD
CFBdeletionFrame_Shift_Delc.706_722delNNNNNNNNNNNNNNNNNp.Ser236HisfsTer7p.S236Hfs*7P00751protein_codingTCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CFBinsertionIn_Frame_Insnovelc.872_873insGACGGGp.Lys291_Cys292insThrGlyp.K291_C292insTGP00751protein_codingTCGA-A8-A085-01Breastbreast invasive carcinomaMale<65I/IIHormone TherapytamoxiphenSD
CFBSNVMissense_Mutationc.1887N>Cp.Lys629Asnp.K629NP00751protein_codingtolerated(0.15)benign(0.119)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CFBSNVMissense_Mutationnovelc.1204A>Tp.Ile402Phep.I402FP00751protein_codingdeleterious(0)probably_damaging(0.974)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CFBSNVMissense_Mutationc.1052N>Tp.Ser351Leup.S351LP00751protein_codingdeleterious(0.01)benign(0.058)TCGA-AA-3867-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
CFBSNVMissense_Mutationc.248N>Ap.Ser83Asnp.S83NP00751protein_codingdeleterious(0.04)probably_damaging(0.968)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CFBSNVMissense_Mutationc.169N>Ap.Ala57Thrp.A57TP00751protein_codingtolerated(0.37)benign(0.037)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
CFBSNVMissense_Mutationnovelc.273N>Tp.Lys91Asnp.K91NP00751protein_codingtolerated(0.11)benign(0.006)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<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
629CFBDRUGGABLE GENOME, PROTEASE, ENZYMEinhibitor252166853
629CFBDRUGGABLE GENOME, PROTEASE, ENZYMEinhibitor404859157
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