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: CYP7B1

Gene summary for CYP7B1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYP7B1

Gene ID

9420

Gene namecytochrome P450 family 7 subfamily B member 1
Gene AliasCBAS3
Cytomap8q12.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q05C57


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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
9420CYP7B1NAFLD1HumanLiverNAFLD7.74e-067.32e-01-0.04
9420CYP7B1S41HumanLiverCirrhotic6.52e-075.96e-01-0.0343
9420CYP7B1S43HumanLiverCirrhotic2.61e-022.11e-01-0.0187
9420CYP7B1HCC1_MengHumanLiverHCC8.28e-514.79e-030.0246
9420CYP7B1HCC2_MengHumanLiverHCC1.51e-07-9.87e-020.0107
9420CYP7B1cirrhotic1HumanLiverCirrhotic3.36e-02-1.13e-010.0202
9420CYP7B1Pt13.bHumanLiverHCC1.52e-02-1.67e-020.0251
9420CYP7B1S016HumanLiverHCC9.85e-082.91e-010.2243
9420CYP7B1S028HumanLiverHCC5.93e-052.57e-010.2503
9420CYP7B1S029HumanLiverHCC3.15e-042.55e-010.2581
9420CYP7B1RNA-P25T1-P25T1-1HumanLungAIS1.67e-115.31e-01-0.2116
9420CYP7B1RNA-P25T1-P25T1-3HumanLungAIS9.09e-034.46e-01-0.2107
9420CYP7B1RNA-P25T1-P25T1-4HumanLungAIS2.81e-064.57e-01-0.2119
9420CYP7B1RNA-P3T-P3T-1HumanLungIAC1.44e-064.94e-010.1829
9420CYP7B1RNA-P3T-P3T-2HumanLungIAC2.34e-054.93e-010.1835
9420CYP7B1RNA-P3T-P3T-4HumanLungIAC3.36e-054.67e-010.1859
9420CYP7B1RNA-P6T2-P6T2-1HumanLungIAC4.20e-042.36e-01-0.0166
9420CYP7B1RNA-P6T2-P6T2-2HumanLungIAC1.53e-073.04e-01-0.0132
9420CYP7B1RNA-P6T2-P6T2-3HumanLungIAC1.43e-021.73e-01-0.013
9420CYP7B1RNA-P6T2-P6T2-4HumanLungIAC1.62e-063.04e-01-0.0121
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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
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
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
∗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:00160535LiverNAFLDorganic acid biosynthetic process77/1882316/187231.03e-136.69e-1177
GO:00463945LiverNAFLDcarboxylic acid biosynthetic process75/1882314/187236.37e-133.39e-1075
GO:00485457LiverNAFLDresponse to steroid hormone75/1882339/187233.44e-111.12e-0875
GO:00082023LiverNAFLDsteroid metabolic process69/1882319/187235.90e-101.28e-0769
GO:00550883LiverNAFLDlipid homeostasis44/1882167/187231.48e-092.54e-0744
GO:00713836LiverNAFLDcellular response to steroid hormone stimulus48/1882204/187231.50e-081.83e-0648
GO:0008206LiverNAFLDbile acid metabolic process19/188249/187239.82e-087.76e-0619
GO:00305226LiverNAFLDintracellular receptor signaling pathway55/1882265/187231.39e-071.03e-0555
GO:00723303LiverNAFLDmonocarboxylic acid biosynthetic process46/1882214/187235.06e-073.07e-0546
GO:00426323LiverNAFLDcholesterol homeostasis26/188296/187231.83e-067.86e-0526
GO:00550923LiverNAFLDsterol homeostasis26/188297/187232.26e-069.51e-0526
GO:0008203LiverNAFLDcholesterol metabolic process32/1882137/187234.28e-061.66e-0432
GO:0006699LiverNAFLDbile acid biosynthetic process14/188236/187234.59e-061.75e-0414
GO:0016125LiverNAFLDsterol metabolic process34/1882152/187236.02e-062.11e-0434
GO:1902652LiverNAFLDsecondary alcohol metabolic process33/1882147/187237.57e-062.56e-0433
GO:00060666LiverNAFLDalcohol metabolic process62/1882353/187239.01e-062.96e-0462
GO:00097556LiverNAFLDhormone-mediated signaling pathway39/1882190/187231.15e-053.58e-0439
GO:00066943LiverNAFLDsteroid biosynthetic process34/1882173/187231.01e-042.02e-0334
GO:00434016LiverNAFLDsteroid hormone mediated signaling pathway28/1882136/187231.78e-043.14e-0328
GO:00487327LiverNAFLDgland development67/1882436/187232.83e-044.53e-0367
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00120LiverNAFLDPrimary bile acid biosynthesis9/104317/84656.10e-051.33e-031.07e-039
hsa001201LiverNAFLDPrimary bile acid biosynthesis9/104317/84656.10e-051.33e-031.07e-039
hsa001202LiverHCCPrimary bile acid biosynthesis14/402017/84653.49e-031.12e-026.22e-0314
hsa001203LiverHCCPrimary bile acid biosynthesis14/402017/84653.49e-031.12e-026.22e-0314
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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
CYP7B1SNVMissense_Mutationc.533C>Ap.Ala178Glup.A178EO75881protein_codingtolerated(1)benign(0.003)TCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CYP7B1SNVMissense_Mutationc.602N>Cp.Ile201Thrp.I201TO75881protein_codingtolerated(0.62)benign(0.001)TCGA-BH-A0RX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
CYP7B1SNVMissense_Mutationnovelc.1085N>Cp.Leu362Prop.L362PO75881protein_codingdeleterious(0)probably_damaging(0.994)TCGA-BH-A1FU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CYP7B1SNVMissense_Mutationnovelc.946N>Ap.Ala316Thrp.A316TO75881protein_codingtolerated(0.14)benign(0.292)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CYP7B1SNVMissense_Mutationnovelc.376N>Cp.Ser126Argp.S126RO75881protein_codingtolerated(0.06)benign(0.038)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CYP7B1SNVMissense_Mutationc.922N>Tp.Leu308Phep.L308FO75881protein_codingdeleterious(0.01)possibly_damaging(0.706)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CYP7B1insertionFrame_Shift_Insrs747514385c.314_315insAp.Asn105LysfsTer3p.N105Kfs*3O75881protein_codingTCGA-XS-A8TJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CYP7B1SNVMissense_Mutationc.955N>Tp.Arg319Cysp.R319CO75881protein_codingdeleterious(0)probably_damaging(0.977)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CYP7B1SNVMissense_Mutationnovelc.967N>Tp.Asp323Tyrp.D323YO75881protein_codingtolerated(0.1)probably_damaging(0.916)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CYP7B1SNVMissense_Mutationnovelc.1315N>Ap.Leu439Ilep.L439IO75881protein_codingtolerated(0.2)benign(0.119)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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
9420CYP7B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450DIAZOXIDEDIAZOXIDE8301566
9420CYP7B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450MITOMYCIN-C8162589
9420CYP7B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450ACETAMINOPHENACETAMINOPHEN2242029
9420CYP7B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450ADRIAMYCINADRIAMYCIN8162589
9420CYP7B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450ANTI-DIABETIC AGENT15207658
9420CYP7B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450DDD7587937
9420CYP7B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450SAPONIN9342944
9420CYP7B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450GINKGOGINKGO15901353
9420CYP7B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450SR 42338461036
9420CYP7B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450LYCOPENELYCOPENE14640578
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