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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: DHRS7

Gene summary for DHRS7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DHRS7

Gene ID

51635

Gene namedehydrogenase/reductase 7
Gene AliasCGI-86
Cytomap14q23.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9Y394


Top

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
51635DHRS7CA_HPV_1HumanCervixCC1.98e-06-1.31e-010.0264
51635DHRS7CCI_1HumanCervixCC3.71e-06-5.57e-010.528
51635DHRS7CCI_2HumanCervixCC3.48e-02-4.70e-010.5249
51635DHRS7CCI_3HumanCervixCC5.77e-04-4.70e-010.516
51635DHRS7CCII_1HumanCervixCC1.79e-16-5.77e-010.3249
51635DHRS7H2HumanCervixHSIL_HPV1.12e-02-2.27e-010.0632
51635DHRS7L1HumanCervixCC2.30e-10-4.45e-010.0802
51635DHRS7T1HumanCervixCC8.12e-12-4.65e-010.0918
51635DHRS7LZE4THumanEsophagusESCC4.02e-321.22e+000.0811
51635DHRS7LZE5THumanEsophagusESCC6.46e-049.43e-010.0514
51635DHRS7LZE7THumanEsophagusESCC5.70e-061.83e-010.0667
51635DHRS7LZE8THumanEsophagusESCC7.21e-061.71e-010.067
51635DHRS7LZE20THumanEsophagusESCC3.42e-095.88e-010.0662
51635DHRS7LZE22D1HumanEsophagusHGIN1.21e-031.33e-010.0595
51635DHRS7LZE22THumanEsophagusESCC6.63e-067.58e-010.068
51635DHRS7LZE24THumanEsophagusESCC4.58e-177.45e-010.0596
51635DHRS7LZE21THumanEsophagusESCC1.78e-052.00e-010.0655
51635DHRS7LZE6THumanEsophagusESCC5.19e-126.91e-010.0845
51635DHRS7P2T-EHumanEsophagusESCC2.14e-516.94e-010.1177
51635DHRS7P4T-EHumanEsophagusESCC1.72e-471.21e+000.1323
Page: 1 2 3 4 5 6 7 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

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
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
DHRS7SNVMissense_Mutationrs756832644c.526C>Tp.His176Tyrp.H176YQ9Y394protein_codingtolerated(0.08)benign(0.134)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DHRS7insertionNonsense_Mutationnovelc.444_445insAAATTATAAGGCCAATAGGAAAAGAATp.Met148_Asp149insLysLeuTerGlyGlnTerGluLysAsnp.M148_D149insKL*GQ*EKNQ9Y394protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DHRS7SNVMissense_Mutationrs766188972c.397N>Ap.Asp133Asnp.D133NQ9Y394protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DHRS7SNVMissense_Mutationc.942N>Tp.Lys314Asnp.K314NQ9Y394protein_codingdeleterious(0.03)benign(0.006)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DHRS7SNVMissense_Mutationrs763203291c.238T>Ap.Ser80Thrp.S80TQ9Y394protein_codingdeleterious(0.04)probably_damaging(1)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
DHRS7SNVMissense_Mutationc.994N>Gp.Lys332Glup.K332EQ9Y394protein_codingtolerated_low_confidence(0.48)benign(0.024)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
DHRS7insertionFrame_Shift_Insnovelc.444_445insATATp.Asp149IlefsTer2p.D149Ifs*2Q9Y394protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
DHRS7SNVMissense_Mutationrs768199302c.812G>Ap.Arg271Glnp.R271QQ9Y394protein_codingtolerated(0.32)benign(0.033)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
DHRS7SNVMissense_Mutationnovelc.710T>Cp.Val237Alap.V237AQ9Y394protein_codingdeleterious(0)probably_damaging(0.933)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
DHRS7SNVMissense_Mutationnovelc.569G>Tp.Ser190Ilep.S190IQ9Y394protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
Page: 1 2 3 4 5 

Top

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
Page: 1