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: DECR1

Gene summary for DECR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DECR1

Gene ID

1666

Gene name2,4-dienoyl-CoA reductase 1
Gene AliasDECR
Cytomap8q21.3
Gene Typeprotein-coding
GO ID

GO:0001659

UniProtAcc

Q16698


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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
1666DECR1HTA11_347_2000001011HumanColorectumAD9.91e-115.55e-01-0.1954
1666DECR1HTA11_99999965104_69814HumanColorectumMSS8.48e-034.84e-010.281
1666DECR1A001-C-207HumanColorectumFAP2.55e-02-1.54e-010.1278
1666DECR1A015-C-203HumanColorectumFAP2.31e-16-3.69e-01-0.1294
1666DECR1A015-C-204HumanColorectumFAP9.07e-05-2.14e-01-0.0228
1666DECR1A014-C-040HumanColorectumFAP1.85e-02-3.70e-01-0.1184
1666DECR1A002-C-201HumanColorectumFAP2.23e-07-2.44e-010.0324
1666DECR1A002-C-203HumanColorectumFAP1.33e-03-2.32e-010.2786
1666DECR1A001-C-119HumanColorectumFAP4.18e-05-4.02e-01-0.1557
1666DECR1A001-C-108HumanColorectumFAP1.29e-08-2.57e-01-0.0272
1666DECR1A002-C-205HumanColorectumFAP3.74e-15-3.54e-01-0.1236
1666DECR1A015-C-005HumanColorectumFAP1.89e-03-2.55e-01-0.0336
1666DECR1A015-C-006HumanColorectumFAP9.84e-11-3.13e-01-0.0994
1666DECR1A015-C-106HumanColorectumFAP1.33e-07-3.28e-01-0.0511
1666DECR1A002-C-114HumanColorectumFAP1.91e-12-3.34e-01-0.1561
1666DECR1A015-C-104HumanColorectumFAP8.49e-15-3.22e-01-0.1899
1666DECR1A001-C-014HumanColorectumFAP1.36e-05-1.96e-010.0135
1666DECR1A002-C-016HumanColorectumFAP4.84e-08-2.39e-010.0521
1666DECR1A015-C-002HumanColorectumFAP1.34e-06-3.06e-01-0.0763
1666DECR1A002-C-116HumanColorectumFAP5.34e-19-3.73e-01-0.0452
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:001939522LiverHCCfatty acid oxidation72/7958103/187231.63e-083.92e-0772
GO:000906221LiverHCCfatty acid catabolic process70/7958100/187232.34e-085.44e-0770
GO:003444021LiverHCClipid oxidation73/7958108/187231.17e-072.25e-0673
GO:007232921LiverHCCmonocarboxylic acid catabolic process80/7958122/187232.18e-073.91e-0680
GO:000663521LiverHCCfatty acid beta-oxidation52/795874/187231.22e-061.80e-0552
GO:003025821LiverHCClipid modification123/7958212/187233.50e-064.58e-05123
GO:001604221LiverHCClipid catabolic process175/7958320/187236.50e-067.88e-05175
GO:010610611LiverHCCcold-induced thermogenesis76/7958144/187238.07e-033.18e-0276
GO:012016111LiverHCCregulation of cold-induced thermogenesis76/7958144/187238.07e-033.18e-0276
GO:199084511LiverHCCadaptive thermogenesis81/7958157/187231.32e-024.72e-0281
GO:00090627Oral cavityOSCCfatty acid catabolic process59/7305100/187233.99e-053.48e-0459
GO:00066317Oral cavityOSCCfatty acid metabolic process186/7305390/187232.65e-041.69e-03186
GO:00723296Oral cavityOSCCmonocarboxylic acid catabolic process66/7305122/187235.02e-042.95e-0366
GO:00193957Oral cavityOSCCfatty acid oxidation57/7305103/187235.58e-043.23e-0357
GO:00344406Oral cavityOSCClipid oxidation59/7305108/187237.01e-043.89e-0359
GO:00066357Oral cavityOSCCfatty acid beta-oxidation42/730574/187231.47e-037.09e-0342
GO:00442826Oral cavityOSCCsmall molecule catabolic process174/7305376/187232.25e-031.00e-02174
GO:00442426Oral cavityOSCCcellular lipid catabolic process104/7305214/187232.61e-031.15e-02104
GO:01061065Oral cavityOSCCcold-induced thermogenesis71/7305144/187237.51e-032.75e-0271
GO:01201615Oral cavityOSCCregulation of cold-induced thermogenesis71/7305144/187237.51e-032.75e-0271
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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
DECR1SNVMissense_Mutationc.129N>Gp.Phe43Leup.F43LQ16698protein_codingdeleterious(0.04)benign(0.01)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DECR1SNVMissense_Mutationnovelc.171N>Gp.Phe57Leup.F57LQ16698protein_codingtolerated(0.73)benign(0.021)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DECR1SNVMissense_Mutationc.272N>Cp.Arg91Prop.R91PQ16698protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0AW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
DECR1SNVMissense_Mutationc.470C>Tp.Ser157Phep.S157FQ16698protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AA-3814-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DECR1SNVMissense_Mutationc.737N>Cp.Lys246Thrp.K246TQ16698protein_codingdeleterious(0.01)benign(0.224)TCGA-AA-A01D-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
DECR1SNVMissense_Mutationnovelc.776N>Cp.Glu259Alap.E259AQ16698protein_codingtolerated(0.07)benign(0.043)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
DECR1SNVMissense_Mutationrs781613500c.53G>Tp.Gly18Valp.G18VQ16698protein_codingtolerated_low_confidence(0.4)benign(0)TCGA-D5-6534-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
DECR1SNVMissense_Mutationc.205N>Gp.Thr69Alap.T69AQ16698protein_codingdeleterious(0)probably_damaging(0.912)TCGA-D5-6929-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinum+SD
DECR1SNVMissense_Mutationnovelc.944N>Tp.Arg315Ilep.R315IQ16698protein_codingtolerated(0.07)benign(0.017)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
DECR1SNVMissense_Mutationnovelc.568N>Ap.Ala190Thrp.A190TQ16698protein_codingtolerated(0.07)possibly_damaging(0.554)TCGA-F5-6814-01Colorectumrectum 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
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