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: CFI

Gene summary for CFI

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CFI

Gene ID

3426

Gene namecomplement factor I
Gene AliasAHUS3
Cytomap4q25
Gene Typeprotein-coding
GO ID

GO:0002250

UniProtAcc

A8K3L0


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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
3426CFILZE8THumanEsophagusESCC1.53e-093.85e-010.067
3426CFIP2T-EHumanEsophagusESCC1.28e-086.77e-020.1177
3426CFIP4T-EHumanEsophagusESCC3.87e-025.70e-020.1323
3426CFIP8T-EHumanEsophagusESCC3.59e-132.83e-010.0889
3426CFIP9T-EHumanEsophagusESCC1.00e-077.65e-020.1131
3426CFIP11T-EHumanEsophagusESCC6.77e-113.80e-010.1426
3426CFIP17T-EHumanEsophagusESCC3.53e-024.10e-010.1278
3426CFIP24T-EHumanEsophagusESCC4.02e-021.93e-010.1287
3426CFIP32T-EHumanEsophagusESCC8.55e-132.72e-010.1666
3426CFIP36T-EHumanEsophagusESCC1.65e-032.95e-010.1187
3426CFIP37T-EHumanEsophagusESCC3.55e-112.30e-010.1371
3426CFIP40T-EHumanEsophagusESCC1.49e-021.46e-010.109
3426CFIP44T-EHumanEsophagusESCC1.27e-144.56e-010.1096
3426CFIP47T-EHumanEsophagusESCC9.86e-061.17e-010.1067
3426CFIP48T-EHumanEsophagusESCC8.15e-039.76e-020.0959
3426CFIP52T-EHumanEsophagusESCC9.26e-052.47e-010.1555
3426CFIP57T-EHumanEsophagusESCC1.17e-093.56e-010.0926
3426CFIP61T-EHumanEsophagusESCC8.21e-132.31e-010.099
3426CFIP62T-EHumanEsophagusESCC5.25e-163.99e-010.1302
3426CFIP74T-EHumanEsophagusESCC1.26e-175.65e-010.1479
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa046102LiverCirrhoticComplement and coagulation cascades48/253086/84654.41e-075.44e-063.35e-0648
hsa046103LiverCirrhoticComplement and coagulation cascades48/253086/84654.41e-075.44e-063.35e-0648
hsa046104LiverHCCComplement and coagulation cascades57/402086/84653.19e-041.45e-038.04e-0457
hsa046105LiverHCCComplement 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
CFISNVMissense_Mutationnovelc.1225N>Ap.His409Asnp.H409Nprotein_codingtolerated(0.31)benign(0)TCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CFISNVMissense_Mutationnovelc.958N>Ap.Asp320Asnp.D320Nprotein_codingtolerated(0.2)benign(0.041)TCGA-AN-A0XV-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CFISNVMissense_Mutationrs189153845c.333N>Cp.Lys111Asnp.K111Nprotein_codingtolerated(0.35)benign(0.001)TCGA-LL-A441-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
CFISNVMissense_Mutationnovelc.1234C>Gp.Leu412Valp.L412Vprotein_codingtolerated(0.39)benign(0)TCGA-LL-A8F5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CFISNVMissense_Mutationnovelc.1707A>Cp.Lys569Asnp.K569Nprotein_codingdeleterious(0)probably_damaging(0.911)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CFISNVMissense_Mutationrs758017357c.1315G>Ap.Ala439Thrp.A439Tprotein_codingdeleterious(0)probably_damaging(0.973)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CFISNVMissense_Mutationnovelc.351G>Tp.Lys117Asnp.K117Nprotein_codingtolerated(0.53)benign(0.01)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
CFISNVMissense_Mutationnovelc.1394N>Gp.Ser465Cysp.S465Cprotein_codingdeleterious(0)probably_damaging(0.99)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CFISNVMissense_Mutationrs754851037c.1366C>Tp.Arg456Cysp.R456Cprotein_codingtolerated(0.09)possibly_damaging(0.684)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CFISNVMissense_Mutationrs777190530c.1190N>Ap.Arg397Hisp.R397Hprotein_codingtolerated(0.54)benign(0.005)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
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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
3426CFIENZYME, DRUGGABLE GENOME, PROTEASETGFBETA117320177
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