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: CFHR1

Gene summary for CFHR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CFHR1

Gene ID

3078

Gene namecomplement factor H related 1
Gene AliasCFHL
Cytomap1q31.3
Gene Typeprotein-coding
GO ID

GO:0001906

UniProtAcc

Q03591


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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
3078CFHR1S41HumanLiverCirrhotic4.09e-132.31e-01-0.0343
3078CFHR1HCC1_MengHumanLiverHCC7.77e-1174.31e-010.0246
3078CFHR1cirrhotic1HumanLiverCirrhotic2.35e-06-2.19e-010.0202
3078CFHR1cirrhotic2HumanLiverCirrhotic1.08e-03-2.16e-010.0201
3078CFHR1cirrhotic3HumanLiverCirrhotic1.27e-07-2.08e-010.0215
3078CFHR1HCC1HumanLiverHCC1.42e-334.74e+000.5336
3078CFHR1HCC2HumanLiverHCC7.77e-052.03e+000.5341
3078CFHR1Pt13.aHumanLiverHCC3.33e-847.22e-010.021
3078CFHR1Pt13.bHumanLiverHCC5.88e-954.95e-010.0251
3078CFHR1Pt13.cHumanLiverHCC1.04e-072.95e-010.0076
3078CFHR1Pt14.aHumanLiverHCC1.47e-081.13e-010.0169
3078CFHR1Pt14.bHumanLiverHCC6.16e-326.23e-010.018
3078CFHR1Pt14.dHumanLiverHCC1.06e-332.87e-010.0143
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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:004440312LiverCirrhoticbiological process involved in symbiotic interaction131/4634290/187232.00e-141.84e-12131
GO:005109812LiverCirrhoticregulation of binding148/4634363/187239.14e-125.97e-10148
GO:005170211LiverCirrhoticbiological process involved in interaction with symbiont48/463494/187233.41e-081.14e-0648
GO:004339312LiverCirrhoticregulation of protein binding83/4634196/187234.44e-081.42e-0683
GO:00511006LiverCirrhoticnegative regulation of binding63/4634162/187234.54e-055.31e-0463
GO:00320914LiverCirrhoticnegative regulation of protein binding40/463494/187231.14e-041.14e-0340
GO:0019835LiverCirrhoticcytolysis17/463432/187235.24e-044.14e-0317
GO:005109822LiverHCCregulation of binding225/7958363/187233.78e-142.37e-12225
GO:004440322LiverHCCbiological process involved in symbiotic interaction183/7958290/187239.13e-134.59e-11183
GO:004339322LiverHCCregulation of protein binding129/7958196/187233.27e-111.26e-09129
GO:00517022LiverHCCbiological process involved in interaction with symbiont60/795894/187232.41e-052.54e-0460
GO:005110012LiverHCCnegative regulation of binding94/7958162/187234.69e-054.50e-0494
GO:003209112LiverHCCnegative regulation of protein binding59/795894/187235.79e-055.34e-0459
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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
CFHR1SNVMissense_Mutationc.905G>Ap.Arg302Glnp.R302QQ03591protein_codingtolerated(0.3)benign(0.119)TCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
CFHR1SNVMissense_Mutationc.628N>Tp.Pro210Serp.P210SQ03591protein_codingtolerated(0.09)probably_damaging(0.999)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CFHR1SNVMissense_Mutationc.860A>Gp.Lys287Argp.K287RQ03591protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AR-A1AH-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPD
CFHR1SNVMissense_Mutationc.990A>Cp.Arg330Serp.R330SQ03591protein_codingdeleterious_low_confidence(0.02)benign(0.206)TCGA-C5-A7UE-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CFHR1SNVMissense_Mutationrs368662175c.809N>Ap.Arg270Glnp.R270QQ03591protein_codingtolerated(0.08)benign(0.074)TCGA-VS-A94W-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CFHR1SNVMissense_Mutationc.457N>Tp.Val153Leup.V153LQ03591protein_codingtolerated(0.06)possibly_damaging(0.819)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CFHR1SNVMissense_Mutationc.510N>Cp.Glu170Aspp.E170DQ03591protein_codingtolerated(0.29)benign(0.11)TCGA-AD-6548-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CFHR1SNVMissense_Mutationnovelc.269C>Ap.Pro90Hisp.P90HQ03591protein_codingtolerated(0.05)probably_damaging(0.999)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CFHR1SNVMissense_Mutationnovelc.611C>Ap.Ser204Tyrp.S204YQ03591protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CFHR1SNVMissense_Mutationrs750664416c.790N>Tp.His264Tyrp.H264YQ03591protein_codingtolerated(0.08)benign(0.389)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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