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: CYP4F3

Gene summary for CYP4F3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYP4F3

Gene ID

4051

Gene namecytochrome P450 family 4 subfamily F member 3
Gene AliasCPF3
Cytomap19p13.12
Gene Typeprotein-coding
GO ID

GO:0001676

UniProtAcc

A0A024R7J8


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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
4051CYP4F3LZE2THumanEsophagusESCC9.54e-068.15e-010.082
4051CYP4F3LZE4THumanEsophagusESCC6.89e-319.92e-010.0811
4051CYP4F3LZE7THumanEsophagusESCC1.62e-043.16e-010.0667
4051CYP4F3LZE21THumanEsophagusESCC9.73e-052.52e-010.0655
4051CYP4F3P4T-EHumanEsophagusESCC1.78e-102.58e-010.1323
4051CYP4F3P9T-EHumanEsophagusESCC5.10e-378.06e-010.1131
4051CYP4F3P10T-EHumanEsophagusESCC1.66e-029.55e-020.116
4051CYP4F3P15T-EHumanEsophagusESCC1.55e-174.27e-010.1149
4051CYP4F3P22T-EHumanEsophagusESCC4.31e-061.51e-010.1236
4051CYP4F3P28T-EHumanEsophagusESCC8.08e-194.47e-010.1149
4051CYP4F3P30T-EHumanEsophagusESCC6.77e-421.57e+000.137
4051CYP4F3P39T-EHumanEsophagusESCC4.12e-113.14e-010.0894
4051CYP4F3P42T-EHumanEsophagusESCC7.97e-063.33e-010.1175
4051CYP4F3P48T-EHumanEsophagusESCC9.56e-082.54e-010.0959
4051CYP4F3P49T-EHumanEsophagusESCC3.75e-077.88e-010.1768
4051CYP4F3P52T-EHumanEsophagusESCC4.44e-082.52e-010.1555
4051CYP4F3P82T-EHumanEsophagusESCC4.14e-031.65e-010.1072
4051CYP4F3P83T-EHumanEsophagusESCC1.27e-094.07e-010.1738
4051CYP4F3P94T-EHumanEsophagusESCC6.05e-032.93e-010.0879
4051CYP4F3P107T-EHumanEsophagusESCC1.37e-031.50e-010.171
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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
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:190166112EsophagusESCCquinone metabolic process34/855240/187233.00e-074.27e-0634
GO:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:00067661EsophagusESCCvitamin metabolic process67/8552106/187232.03e-041.28e-0367
GO:00723297EsophagusESCCmonocarboxylic acid catabolic process74/8552122/187236.03e-043.27e-0374
GO:00421805EsophagusESCCcellular ketone metabolic process120/8552211/187236.70e-043.55e-03120
GO:00442827EsophagusESCCsmall molecule catabolic process201/8552376/187231.35e-036.41e-03201
GO:00160427EsophagusESCClipid catabolic process168/8552320/187237.97e-032.84e-02168
GO:00463953LiverNAFLDcarboxylic acid catabolic process73/1882236/187234.16e-191.22e-1573
GO:00160544LiverNAFLDorganic acid catabolic process73/1882240/187231.20e-182.34e-1573
GO:00442825LiverNAFLDsmall molecule catabolic process91/1882376/187238.96e-161.31e-1291
GO:00066316LiverNAFLDfatty acid metabolic process92/1882390/187233.38e-153.29e-1292
GO:00723295LiverNAFLDmonocarboxylic acid catabolic process39/1882122/187232.40e-118.77e-0939
GO:00160426LiverNAFLDlipid catabolic process63/1882320/187231.35e-071.02e-0563
GO:00335596LiverNAFLDunsaturated fatty acid metabolic process24/1882116/187234.64e-046.74e-0324
GO:00016763LiverNAFLDlong-chain fatty acid metabolic process23/1882112/187236.73e-048.66e-0323
GO:01202545LiverNAFLDolefinic compound metabolic process28/1882153/187231.28e-031.45e-0228
GO:00421803LiverNAFLDcellular ketone metabolic process35/1882211/187232.09e-032.06e-0235
GO:00066906LiverNAFLDicosanoid metabolic process22/1882123/187235.33e-034.11e-0222
GO:000663112LiverCirrhoticfatty acid metabolic process165/4634390/187231.29e-141.26e-12165
GO:004428211LiverCirrhoticsmall molecule catabolic process151/4634376/187232.20e-111.34e-09151
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
CYP4F3SNVMissense_Mutationc.1467N>Gp.Phe489Leup.F489LQ08477protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
CYP4F3SNVMissense_Mutationrs746952049c.437N>Ap.Arg146Hisp.R146HQ08477protein_codingtolerated(0.25)benign(0.178)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CYP4F3SNVMissense_Mutationc.1495N>Tp.Arg499Cysp.R499CQ08477protein_codingdeleterious(0.03)benign(0.12)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CYP4F3SNVMissense_Mutationc.1042N>Ap.Pro348Thrp.P348TQ08477protein_codingdeleterious(0.01)benign(0.417)TCGA-A6-6142-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfluorouracilPD
CYP4F3SNVMissense_Mutationc.1469N>Ap.Arg490Hisp.R490HQ08477protein_codingtolerated(0.07)benign(0.082)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
CYP4F3SNVMissense_Mutationrs113330239c.827N>Ap.Arg276Hisp.R276HQ08477protein_codingtolerated(0.2)benign(0.024)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CYP4F3SNVMissense_Mutationc.948G>Tp.Glu316Aspp.E316DQ08477protein_codingdeleterious(0.01)benign(0.151)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CYP4F3SNVMissense_Mutationnovelc.1531G>Ap.Gly511Argp.G511RQ08477protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CYP4F3SNVMissense_Mutationc.394N>Ap.Leu132Metp.L132MQ08477protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CYP4F3SNVMissense_Mutationnovelc.1356G>Tp.Glu452Aspp.E452DQ08477protein_codingtolerated(0.5)benign(0.001)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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