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: DHRS7B

Gene summary for DHRS7B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DHRS7B

Gene ID

25979

Gene namedehydrogenase/reductase 7B
Gene AliasCGI-93
Cytomap17p11.2
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

A0A0C4DGQ8


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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
25979DHRS7BHTA11_347_2000001011HumanColorectumAD7.54e-155.46e-01-0.1954
25979DHRS7BHTA11_83_2000001011HumanColorectumSER3.69e-023.97e-01-0.1526
25979DHRS7BHTA11_1391_2000001011HumanColorectumAD3.19e-023.21e-01-0.059
25979DHRS7BA015-C-203HumanColorectumFAP3.06e-16-3.59e-01-0.1294
25979DHRS7BA001-C-108HumanColorectumFAP4.27e-05-1.85e-01-0.0272
25979DHRS7BA002-C-205HumanColorectumFAP7.97e-05-2.70e-01-0.1236
25979DHRS7BA015-C-006HumanColorectumFAP2.03e-04-3.65e-01-0.0994
25979DHRS7BA015-C-106HumanColorectumFAP6.15e-04-1.53e-01-0.0511
25979DHRS7BA002-C-114HumanColorectumFAP1.88e-10-4.28e-01-0.1561
25979DHRS7BA015-C-104HumanColorectumFAP2.64e-12-3.20e-01-0.1899
25979DHRS7BA001-C-014HumanColorectumFAP2.75e-04-2.56e-010.0135
25979DHRS7BA002-C-016HumanColorectumFAP2.21e-06-2.61e-010.0521
25979DHRS7BA015-C-002HumanColorectumFAP4.21e-02-3.32e-01-0.0763
25979DHRS7BA001-C-203HumanColorectumFAP3.17e-04-1.47e-01-0.0481
25979DHRS7BA002-C-116HumanColorectumFAP2.02e-13-2.89e-01-0.0452
25979DHRS7BA018-E-020HumanColorectumFAP2.70e-04-2.94e-01-0.2034
25979DHRS7BF034HumanColorectumFAP5.86e-08-2.58e-01-0.0665
25979DHRS7BCRC-3-11773HumanColorectumCRC2.47e-09-3.24e-010.2564
25979DHRS7BLZE7THumanEsophagusESCC1.40e-021.16e-010.0667
25979DHRS7BLZE24THumanEsophagusESCC3.11e-133.89e-010.0596
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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
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:0018904ColorectumADether metabolic process14/391827/187233.72e-044.29e-0314
GO:0006662ColorectumADglycerol ether metabolic process12/391822/187235.38e-045.74e-0312
GO:0046485ColorectumADether lipid metabolic process10/391820/187233.67e-032.60e-0210
GO:00066621ColorectumSERglycerol ether metabolic process9/289722/187233.66e-033.06e-029
GO:00189041ColorectumSERether metabolic process10/289727/187235.18e-033.95e-0210
GO:00189042ColorectumFAPether metabolic process10/262227/187232.46e-031.95e-0210
GO:00066622ColorectumFAPglycerol ether metabolic process8/262222/187237.51e-034.47e-028
GO:00464851ColorectumCRCether lipid metabolic process7/207820/187234.30e-033.47e-027
GO:00189043ColorectumCRCether metabolic process8/207827/187237.26e-034.98e-028
GO:0008611Oral cavityLPether lipid biosynthetic process7/462311/187237.01e-033.96e-027
GO:0046504Oral cavityLPglycerol ether biosynthetic process7/462311/187237.01e-033.96e-027
GO:0097384Oral cavityLPcellular lipid biosynthetic process7/462311/187237.01e-033.96e-027
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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
DHRS7BSNVMissense_Mutationc.556C>Ap.Gln186Lysp.Q186KQ6IAN0protein_codingtolerated(0.24)benign(0.005)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
DHRS7BSNVMissense_Mutationnovelc.734C>Tp.Ser245Phep.S245FQ6IAN0protein_codingdeleterious(0)probably_damaging(0.968)TCGA-EA-A43B-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DHRS7BSNVMissense_Mutationc.901N>Gp.Arg301Glyp.R301GQ6IAN0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DHRS7BSNVMissense_Mutationnovelc.305N>Ap.Thr102Asnp.T102NQ6IAN0protein_codingtolerated(0.51)benign(0.005)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DHRS7BSNVMissense_Mutationrs758778438c.251N>Ap.Arg84Glnp.R84QQ6IAN0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
DHRS7BSNVMissense_Mutationnovelc.356N>Ap.Ser119Tyrp.S119YQ6IAN0protein_codingtolerated(0.83)benign(0.357)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
DHRS7BSNVMissense_Mutationnovelc.806N>Ap.Pro269Hisp.P269HQ6IAN0protein_codingdeleterious(0)probably_damaging(0.915)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
DHRS7BSNVMissense_Mutationc.260N>Tp.Gly87Valp.G87VQ6IAN0protein_codingdeleterious(0.05)benign(0.038)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DHRS7BSNVMissense_Mutationc.902N>Ap.Arg301Glnp.R301QQ6IAN0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DHRS7BSNVMissense_Mutationnovelc.838N>Ap.Val280Metp.V280MQ6IAN0protein_codingdeleterious(0.02)possibly_damaging(0.648)TCGA-AP-A1DK-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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