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: CYP1B1

Gene summary for CYP1B1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYP1B1

Gene ID

1545

Gene namecytochrome P450 family 1 subfamily B member 1
Gene AliasASGD6
Cytomap2p22.2
Gene Typeprotein-coding
GO ID

GO:0000302

UniProtAcc

Q16678


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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
1545CYP1B1P2T-EHumanEsophagusESCC2.61e-021.78e-010.1177
1545CYP1B1P8T-EHumanEsophagusESCC7.36e-053.07e-010.0889
1545CYP1B1P9T-EHumanEsophagusESCC2.12e-065.85e-010.1131
1545CYP1B1P47T-EHumanEsophagusESCC1.14e-032.65e-010.1067
1545CYP1B1P62T-EHumanEsophagusESCC2.43e-117.02e-010.1302
1545CYP1B1P107T-EHumanEsophagusESCC1.15e-074.89e-010.171
1545CYP1B1P130T-EHumanEsophagusESCC2.91e-261.13e+000.1676
1545CYP1B1P5_S10_cSCCHumanSkincSCC1.58e-08-3.32e-01-0.299
1545CYP1B1P2_cSCCHumanSkincSCC9.16e-111.03e+00-0.024
1545CYP1B1cSCC_p1HumanSkincSCC3.98e-12-3.54e-01-0.1916
1545CYP1B1cSCC_p10HumanSkincSCC1.95e-05-3.17e-01-0.2095
1545CYP1B1cSCC_p11HumanSkincSCC8.14e-13-3.54e-01-0.2102
1545CYP1B1cSCC_p7HumanSkincSCC2.04e-10-3.44e-01-0.2332
1545CYP1B1cSCC_p8HumanSkincSCC1.55e-09-3.37e-01-0.1971
1545CYP1B1cSCC_p9HumanSkincSCC5.40e-11-3.50e-01-0.1991
1545CYP1B1male-WTAHumanThyroidPTC9.44e-264.72e-010.1037
1545CYP1B1PTC01HumanThyroidPTC5.33e-411.51e+000.1899
1545CYP1B1PTC05HumanThyroidPTC4.48e-201.24e+000.2065
1545CYP1B1PTC06HumanThyroidPTC1.28e-753.09e+000.2057
1545CYP1B1PTC07HumanThyroidPTC1.12e-391.07e+000.2044
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0097193111EsophagusESCCintrinsic apoptotic signaling pathway222/8552288/187235.87e-282.02e-25222
GO:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:0062197111EsophagusESCCcellular response to chemical stress234/8552337/187235.37e-195.97e-17234
GO:0034599111EsophagusESCCcellular response to oxidative stress197/8552288/187233.76e-152.15e-13197
GO:0000302111EsophagusESCCresponse to reactive oxygen species150/8552222/187233.06e-111.02e-09150
GO:0042542111EsophagusESCCresponse to hydrogen peroxide102/8552146/187232.64e-095.81e-08102
GO:0008631110EsophagusESCCintrinsic apoptotic signaling pathway in response to oxidative stress38/855245/187238.42e-081.43e-0638
GO:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:003461420EsophagusESCCcellular response to reactive oxygen species103/8552155/187231.34e-072.17e-06103
GO:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
GO:00703018EsophagusESCCcellular response to hydrogen peroxide68/855298/187231.70e-062.03e-0568
GO:200037718EsophagusESCCregulation of reactive oxygen species metabolic process100/8552157/187233.87e-064.17e-05100
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:000941020EsophagusESCCresponse to xenobiotic stimulus253/8552462/187234.55e-053.58e-04253
GO:00301984EsophagusESCCextracellular matrix organization171/8552301/187236.08e-054.67e-04171
GO:00430624EsophagusESCCextracellular structure organization171/8552302/187237.73e-055.76e-04171
GO:00452294EsophagusESCCexternal encapsulating structure organization172/8552304/187237.80e-055.80e-04172
GO:000963620EsophagusESCCresponse to toxic substance150/8552262/187231.00e-047.12e-04150
GO:007259318EsophagusESCCreactive oxygen species metabolic process137/8552239/187231.82e-041.16e-03137
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05208211EsophagusESCCChemical carcinogenesis - reactive oxygen species168/4205223/84651.83e-156.81e-143.49e-14168
hsa05208310EsophagusESCCChemical carcinogenesis - reactive oxygen species168/4205223/84651.83e-156.81e-143.49e-14168
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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
CYP1B1SNVMissense_Mutationnovelc.7A>Cp.Thr3Prop.T3PQ16678protein_codingdeleterious_low_confidence(0.01)benign(0.193)TCGA-A2-A0ET-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
CYP1B1SNVMissense_Mutationnovelc.5G>Cp.Gly2Alap.G2AQ16678protein_codingtolerated_low_confidence(1)benign(0)TCGA-A2-A0ET-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
CYP1B1SNVMissense_Mutationc.1444C>Gp.Leu482Valp.L482VQ16678protein_codingdeleterious(0.04)possibly_damaging(0.744)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CYP1B1SNVMissense_Mutationrs201181935c.1290N>Gp.Asp430Glup.D430EQ16678protein_codingdeleterious(0)probably_damaging(0.916)TCGA-B6-A0I1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CYP1B1SNVMissense_Mutationnovelc.191N>Ap.Ala64Glup.A64EQ16678protein_codingdeleterious(0.04)possibly_damaging(0.815)TCGA-BH-A0DQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CYP1B1SNVMissense_Mutationnovelc.440N>Tp.Ala147Valp.A147VQ16678protein_codingtolerated(0.92)benign(0.006)TCGA-UL-AAZ6-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyherceptinSD
CYP1B1SNVMissense_Mutationnovelc.1250A>Gp.Asp417Glyp.D417GQ16678protein_codingtolerated(0.12)benign(0.229)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CYP1B1SNVMissense_Mutationnovelc.245G>Ap.Gly82Aspp.G82DQ16678protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CYP1B1SNVMissense_Mutationc.776N>Ap.Arg259Hisp.R259HQ16678protein_codingdeleterious(0.01)probably_damaging(0.952)TCGA-A6-6654-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyoxaliplatinSD
CYP1B1SNVMissense_Mutationc.312N>Ap.His104Glnp.H104QQ16678protein_codingdeleterious(0.01)benign(0.157)TCGA-A6-6780-01Colorectumcolon 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
1545CYP1B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450, CLINICALLY ACTIONABLEAMINOGLUTETHIMIDEAMINOGLUTETHIMIDE18256205
1545CYP1B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450, CLINICALLY ACTIONABLEANASTROZOLEANASTROZOLE18256205
1545CYP1B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450, CLINICALLY ACTIONABLEFORMESTANEFORMESTANE18256205
1545CYP1B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450, CLINICALLY ACTIONABLEpaclitaxelPACLITAXEL21151855,24599932
1545CYP1B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450, CLINICALLY ACTIONABLEADJUVANT7787697
1545CYP1B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450, CLINICALLY ACTIONABLEfluorouracilFLUOROURACIL24958282
1545CYP1B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450, CLINICALLY ACTIONABLEPINOCEMBRINPINOCEMBRIN
1545CYP1B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450, CLINICALLY ACTIONABLEdocetaxelDOCETAXEL21151855
1545CYP1B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450, CLINICALLY ACTIONABLEFADROZOLEFADROZOLE18256205
1545CYP1B1ENZYME, DRUGGABLE GENOME, CYTOCHROME P450, CLINICALLY ACTIONABLETOREMIFENETOREMIFENE8262671
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