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: DHRS1

Gene summary for DHRS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DHRS1

Gene ID

115817

Gene namedehydrogenase/reductase 1
Gene AliasSDR19C1
Cytomap14q12
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q96LJ7


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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
115817DHRS1HTA11_2487_2000001011HumanColorectumSER7.17e-083.97e-01-0.1808
115817DHRS1HTA11_1938_2000001011HumanColorectumAD5.73e-054.43e-01-0.0811
115817DHRS1HTA11_78_2000001011HumanColorectumAD2.48e-053.65e-01-0.1088
115817DHRS1HTA11_347_2000001011HumanColorectumAD1.54e-195.53e-01-0.1954
115817DHRS1HTA11_411_2000001011HumanColorectumSER2.79e-046.53e-01-0.2602
115817DHRS1HTA11_83_2000001011HumanColorectumSER2.75e-044.22e-01-0.1526
115817DHRS1HTA11_696_2000001011HumanColorectumAD7.36e-114.67e-01-0.1464
115817DHRS1HTA11_866_2000001011HumanColorectumAD1.13e-042.28e-01-0.1001
115817DHRS1HTA11_1391_2000001011HumanColorectumAD2.15e-135.22e-01-0.059
115817DHRS1HTA11_2992_2000001011HumanColorectumSER3.93e-044.61e-01-0.1706
115817DHRS1HTA11_5212_2000001011HumanColorectumAD1.18e-086.19e-01-0.2061
115817DHRS1HTA11_10623_2000001011HumanColorectumAD6.67e-043.39e-01-0.0177
115817DHRS1HTA11_7696_3000711011HumanColorectumAD6.72e-042.03e-010.0674
115817DHRS1HTA11_99999970781_79442HumanColorectumMSS1.43e-022.56e-010.294
115817DHRS1HTA11_99999971662_82457HumanColorectumMSS2.20e-103.70e-010.3859
115817DHRS1HTA11_99999974143_84620HumanColorectumMSS3.42e-032.42e-010.3005
115817DHRS1LZE5THumanEsophagusESCC6.39e-042.19e-010.0514
115817DHRS1LZE7THumanEsophagusESCC5.45e-047.88e-020.0667
115817DHRS1LZE24THumanEsophagusESCC1.74e-112.68e-010.0596
115817DHRS1LZE21THumanEsophagusESCC4.08e-051.95e-010.0655
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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
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
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:0008202ColorectumADsteroid metabolic process85/3918319/187238.07e-034.75e-0285
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00060818EsophagusESCCcellular aldehyde metabolic process40/855260/187238.30e-044.28e-0340
GO:00060667Oral cavityOSCCalcohol metabolic process179/7305353/187234.54e-065.21e-05179
GO:00060817Oral cavityOSCCcellular aldehyde metabolic process36/730560/187237.94e-044.27e-0336
GO:00067203Oral cavityOSCCisoprenoid metabolic process59/7305116/187236.18e-032.33e-0259
GO:000608114Oral cavityLPcellular aldehyde metabolic process26/462360/187231.19e-039.62e-0326
GO:000606613Oral cavityLPalcohol metabolic process111/4623353/187232.24e-031.62e-02111
GO:0042445StomachGChormone metabolic process29/1159218/187238.22e-051.75e-0329
GO:0034754StomachGCcellular hormone metabolic process19/1159137/187237.88e-041.01e-0219
GO:00347541StomachSIMcellular hormone metabolic process14/708137/187236.96e-041.00e-0214
GO:00082021StomachSIMsteroid metabolic process22/708319/187235.09e-034.32e-0222
GO:0120178StomachSIMsteroid hormone biosynthetic process6/70843/187235.29e-034.41e-026
GO:0006694StomachSIMsteroid biosynthetic process14/708173/187236.13e-034.87e-0214
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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
DHRS1SNVMissense_Mutationrs766291638c.352N>Ap.Asp118Asnp.D118NQ96LJ7protein_codingtolerated(0.08)benign(0.105)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
DHRS1SNVMissense_Mutationrs559917499c.781N>Tp.Arg261Cysp.R261CQ96LJ7protein_codingdeleterious(0)benign(0.085)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
DHRS1SNVMissense_Mutationrs372828362c.824N>Gp.Tyr275Cysp.Y275CQ96LJ7protein_codingdeleterious(0.02)probably_damaging(0.94)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DHRS1SNVMissense_Mutationc.430G>Tp.Gly144Trpp.G144WQ96LJ7protein_codingdeleterious(0)probably_damaging(1)TCGA-DM-A1DA-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
DHRS1SNVMissense_Mutationc.664N>Cp.Ala222Prop.A222PQ96LJ7protein_codingtolerated(0.24)benign(0)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
DHRS1SNVMissense_Mutationrs773895645c.853G>Ap.Val285Metp.V285MQ96LJ7protein_codingtolerated(0.33)benign(0.015)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
DHRS1SNVMissense_Mutationnovelc.259G>Tp.Asp87Tyrp.D87YQ96LJ7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DHRS1SNVMissense_Mutationnovelc.284C>Tp.Ala95Valp.A95VQ96LJ7protein_codingdeleterious(0.01)benign(0.042)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
DHRS1SNVMissense_Mutationrs776201819c.463N>Ap.Leu155Metp.L155MQ96LJ7protein_codingtolerated(0.05)benign(0.316)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DHRS1SNVMissense_Mutationrs779104077c.898N>Tp.Arg300Cysp.R300CQ96LJ7protein_codingdeleterious(0.02)possibly_damaging(0.871)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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