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: FADS3

Gene summary for FADS3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FADS3

Gene ID

3995

Gene namefatty acid desaturase 3
Gene AliasCYB5RP
Cytomap11q12.2
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

A0A024R564


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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
3995FADS3LZE7THumanEsophagusESCC1.29e-052.29e-010.0667
3995FADS3P2T-EHumanEsophagusESCC5.19e-031.03e-010.1177
3995FADS3P4T-EHumanEsophagusESCC2.63e-173.89e-010.1323
3995FADS3P5T-EHumanEsophagusESCC4.72e-326.24e-010.1327
3995FADS3P10T-EHumanEsophagusESCC2.94e-132.81e-010.116
3995FADS3P11T-EHumanEsophagusESCC8.82e-207.17e-010.1426
3995FADS3P12T-EHumanEsophagusESCC7.35e-111.70e-010.1122
3995FADS3P15T-EHumanEsophagusESCC5.80e-051.99e-010.1149
3995FADS3P16T-EHumanEsophagusESCC5.31e-132.51e-010.1153
3995FADS3P17T-EHumanEsophagusESCC1.36e-032.49e-010.1278
3995FADS3P19T-EHumanEsophagusESCC2.78e-116.77e-010.1662
3995FADS3P20T-EHumanEsophagusESCC1.52e-041.88e-010.1124
3995FADS3P21T-EHumanEsophagusESCC5.41e-336.53e-010.1617
3995FADS3P22T-EHumanEsophagusESCC1.40e-082.05e-010.1236
3995FADS3P24T-EHumanEsophagusESCC2.18e-142.65e-010.1287
3995FADS3P27T-EHumanEsophagusESCC1.49e-041.82e-010.1055
3995FADS3P28T-EHumanEsophagusESCC9.62e-255.21e-010.1149
3995FADS3P30T-EHumanEsophagusESCC2.36e-021.27e-010.137
3995FADS3P31T-EHumanEsophagusESCC8.16e-061.56e-010.1251
3995FADS3P32T-EHumanEsophagusESCC8.31e-183.90e-010.1666
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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
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:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:00066652EsophagusESCCsphingolipid metabolic process96/8552155/187233.21e-052.66e-0496
GO:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:00463948EsophagusESCCcarboxylic acid biosynthetic process175/8552314/187231.98e-041.26e-03175
GO:00160538EsophagusESCCorganic acid biosynthetic process175/8552316/187233.04e-041.82e-03175
GO:000663112LiverCirrhoticfatty acid metabolic process165/4634390/187231.29e-141.26e-12165
GO:001605312LiverCirrhoticorganic acid biosynthetic process139/4634316/187234.28e-143.83e-12139
GO:004639412LiverCirrhoticcarboxylic acid biosynthetic process137/4634314/187231.40e-131.14e-11137
GO:007233011LiverCirrhoticmonocarboxylic acid biosynthetic process93/4634214/187231.43e-096.16e-0893
GO:000663311LiverCirrhoticfatty acid biosynthetic process70/4634163/187232.57e-076.41e-0670
GO:0006643LiverCirrhoticmembrane lipid metabolic process69/4634203/187231.89e-031.19e-0269
GO:003355911LiverCirrhoticunsaturated fatty acid metabolic process43/4634116/187232.09e-031.29e-0243
GO:001605321LiverHCCorganic acid biosynthetic process200/7958316/187235.24e-143.22e-12200
GO:000663122LiverHCCfatty acid metabolic process238/7958390/187238.24e-144.84e-12238
GO:004639421LiverHCCcarboxylic acid biosynthetic process198/7958314/187231.19e-136.78e-12198
GO:007233021LiverHCCmonocarboxylic acid biosynthetic process129/7958214/187231.08e-072.09e-06129
GO:000663321LiverHCCfatty acid biosynthetic process96/7958163/187231.71e-051.85e-0496
GO:00066431LiverHCCmembrane lipid metabolic process115/7958203/187233.17e-053.22e-04115
GO:0006665LiverHCCsphingolipid metabolic process85/7958155/187231.27e-036.92e-0385
GO:00066432Oral cavityOSCCmembrane lipid metabolic process111/7305203/187234.02e-064.69e-05111
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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
FADS3SNVMissense_Mutationc.1181N>Cp.Arg394Thrp.R394TQ9Y5Q0protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
FADS3SNVMissense_Mutationnovelc.653N>Ap.Arg218Hisp.R218HQ9Y5Q0protein_codingtolerated(0.15)benign(0.381)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FADS3SNVMissense_Mutationnovelc.1246N>Ap.Glu416Lysp.E416KQ9Y5Q0protein_codingtolerated(0.38)benign(0.069)TCGA-VS-A9V3-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
FADS3SNVMissense_Mutationrs763877655c.1321N>Ap.Ala441Thrp.A441TQ9Y5Q0protein_codingtolerated(0.05)possibly_damaging(0.84)TCGA-AA-3941-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FADS3SNVMissense_Mutationc.605N>Cp.Phe202Serp.F202SQ9Y5Q0protein_codingdeleterious(0)possibly_damaging(0.808)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FADS3SNVMissense_Mutationc.1267N>Ap.Ala423Thrp.A423TQ9Y5Q0protein_codingdeleterious(0)probably_damaging(0.985)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
FADS3SNVMissense_Mutationc.254N>Ap.Arg85Hisp.R85HQ9Y5Q0protein_codingdeleterious(0.03)benign(0.381)TCGA-D5-6924-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FADS3SNVMissense_Mutationrs767888295c.607N>Ap.Val203Metp.V203MQ9Y5Q0protein_codingdeleterious(0.01)probably_damaging(0.921)TCGA-G4-6306-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FADS3SNVMissense_Mutationc.1099N>Ap.Val367Metp.V367MQ9Y5Q0protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
FADS3SNVMissense_Mutationnovelc.675N>Tp.Lys225Asnp.K225NQ9Y5Q0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<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
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