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: CYP17A1

Gene summary for CYP17A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYP17A1

Gene ID

1586

Gene namecytochrome P450 family 17 subfamily A member 1
Gene AliasCPT7
Cytomap10q24.32
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P05093


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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
1586CYP17A1HCC2HumanLiverHCC1.60e-676.54e+000.5341
1586CYP17A1S014HumanLiverHCC9.63e-211.27e+000.2254
1586CYP17A1S015HumanLiverHCC4.07e-201.01e+000.2375
1586CYP17A1S016HumanLiverHCC3.32e-311.11e+000.2243
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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:00082022LiverHCCsteroid metabolic process188/7958319/187231.96e-095.63e-08188
GO:00066942LiverHCCsteroid biosynthetic process104/7958173/187232.13e-062.91e-05104
GO:004218021LiverHCCcellular ketone metabolic process123/7958211/187232.52e-063.37e-05123
GO:00082091LiverHCCandrogen metabolic process21/795830/187232.15e-031.08e-0221
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04917LiverHCCProlactin signaling pathway43/402070/84651.30e-023.19e-021.78e-0243
hsa049171LiverHCCProlactin signaling pathway43/402070/84651.30e-023.19e-021.78e-0243
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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
CYP17A1SNVMissense_Mutationnovelc.1220A>Cp.His407Prop.H407PP05093protein_codingtolerated(0.12)benign(0.334)TCGA-A2-A1G4-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyadriamycinSD
CYP17A1SNVMissense_Mutationc.1463N>Ap.Ser488Tyrp.S488YP05093protein_codingdeleterious(0)possibly_damaging(0.722)TCGA-BH-A0BT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
CYP17A1SNVMissense_Mutationc.151A>Gp.Asn51Aspp.N51DP05093protein_codingdeleterious(0.02)benign(0.012)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CYP17A1SNVMissense_Mutationc.1046N>Ap.Arg349Hisp.R349HP05093protein_codingtolerated(0.61)benign(0.003)TCGA-EK-A2RO-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CYP17A1SNVMissense_Mutationc.59N>Ap.Arg20Lysp.R20KP05093protein_codingtolerated(0.94)benign(0.01)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
CYP17A1SNVMissense_Mutationc.1486N>Tp.Arg496Cysp.R496CP05093protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CYP17A1SNVMissense_Mutationrs104894154c.374N>Ap.Arg125Glnp.R125QP05093protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CYP17A1SNVMissense_Mutationnovelc.602N>Gp.Tyr201Cysp.Y201CP05093protein_codingdeleterious(0.03)probably_damaging(0.992)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CYP17A1SNVMissense_Mutationc.40N>Cp.Tyr14Hisp.Y14HP05093protein_codingdeleterious(0.02)probably_damaging(0.936)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CYP17A1SNVMissense_Mutationrs371825363c.1345N>Tp.Arg449Cysp.R449CP05093protein_codingdeleterious(0)probably_damaging(1)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=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
1586CYP17A1DRUGGABLE GENOME, CYTOCHROME P450, ENZYME, CLINICALLY ACTIONABLEinhibitor252166838GALETERONE
1586CYP17A1DRUGGABLE GENOME, CYTOCHROME P450, ENZYME, CLINICALLY ACTIONABLEglucocorticoids25157341
1586CYP17A1DRUGGABLE GENOME, CYTOCHROME P450, ENZYME, CLINICALLY ACTIONABLETAK-700ORTERONEL
1586CYP17A1DRUGGABLE GENOME, CYTOCHROME P450, ENZYME, CLINICALLY ACTIONABLEGALETERONEGALETERONE
1586CYP17A1DRUGGABLE GENOME, CYTOCHROME P450, ENZYME, CLINICALLY ACTIONABLEORTERONELORTERONEL
1586CYP17A1DRUGGABLE GENOME, CYTOCHROME P450, ENZYME, CLINICALLY ACTIONABLEinhibitorCHEMBL271227ABIRATERONE ACETATE
1586CYP17A1DRUGGABLE GENOME, CYTOCHROME P450, ENZYME, CLINICALLY ACTIONABLEinhibitor178103356ABIRATERONE
1586CYP17A1DRUGGABLE GENOME, CYTOCHROME P450, ENZYME, CLINICALLY ACTIONABLEABIRATERONEABIRATERONE
1586CYP17A1DRUGGABLE GENOME, CYTOCHROME P450, ENZYME, CLINICALLY ACTIONABLEinhibitorORTERONELORTERONEL
1586CYP17A1DRUGGABLE GENOME, CYTOCHROME P450, ENZYME, CLINICALLY ACTIONABLECFG920CFG-920
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