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: HSD17B1

Gene summary for HSD17B1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HSD17B1

Gene ID

3292

Gene namehydroxysteroid 17-beta dehydrogenase 1
Gene Alias17-beta-HSD
Cytomap17q21.2
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

P14061


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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
3292HSD17B1LZE4THumanEsophagusESCC2.61e-071.87e-010.0811
3292HSD17B1P2T-EHumanEsophagusESCC2.51e-051.49e-010.1177
3292HSD17B1P4T-EHumanEsophagusESCC7.59e-113.06e-010.1323
3292HSD17B1P5T-EHumanEsophagusESCC5.00e-295.68e-010.1327
3292HSD17B1P8T-EHumanEsophagusESCC6.64e-111.01e-010.0889
3292HSD17B1P9T-EHumanEsophagusESCC5.28e-041.92e-010.1131
3292HSD17B1P12T-EHumanEsophagusESCC1.69e-022.64e-020.1122
3292HSD17B1P15T-EHumanEsophagusESCC2.10e-026.50e-020.1149
3292HSD17B1P16T-EHumanEsophagusESCC3.87e-033.75e-020.1153
3292HSD17B1P21T-EHumanEsophagusESCC9.51e-112.40e-010.1617
3292HSD17B1P22T-EHumanEsophagusESCC2.73e-498.56e-010.1236
3292HSD17B1P23T-EHumanEsophagusESCC4.40e-052.12e-010.108
3292HSD17B1P24T-EHumanEsophagusESCC1.81e-082.32e-010.1287
3292HSD17B1P26T-EHumanEsophagusESCC3.90e-153.21e-010.1276
3292HSD17B1P27T-EHumanEsophagusESCC3.07e-081.47e-010.1055
3292HSD17B1P28T-EHumanEsophagusESCC4.39e-234.17e-010.1149
3292HSD17B1P30T-EHumanEsophagusESCC6.24e-042.13e-010.137
3292HSD17B1P31T-EHumanEsophagusESCC3.13e-071.08e-010.1251
3292HSD17B1P32T-EHumanEsophagusESCC2.65e-243.65e-010.1666
3292HSD17B1P37T-EHumanEsophagusESCC8.23e-082.31e-010.1371
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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
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
∗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:00991163EsophagusESCCtRNA 5'-end processing14/855216/187236.78e-043.56e-0314
GO:00442427EsophagusESCCcellular lipid catabolic process121/8552214/187238.63e-044.43e-03121
GO:0090646EsophagusESCCmitochondrial tRNA processing11/855212/187231.26e-036.06e-0311
GO:00442827EsophagusESCCsmall molecule catabolic process201/8552376/187231.35e-036.41e-03201
GO:00512623EsophagusESCCprotein tetramerization54/855287/187231.50e-037.06e-0354
GO:00603485EsophagusESCCbone development115/8552205/187231.67e-037.72e-03115
GO:007124117EsophagusESCCcellular response to inorganic substance125/8552226/187232.17e-039.67e-03125
GO:00066946EsophagusESCCsteroid biosynthetic process98/8552173/187232.34e-031.03e-0298
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:00302586EsophagusESCClipid modification116/8552212/187234.90e-031.89e-02116
GO:19016174EsophagusESCCorganic hydroxy compound biosynthetic process128/8552237/187235.86e-032.16e-02128
GO:00090836EsophagusESCCbranched-chain amino acid catabolic process12/855215/187237.31e-032.63e-0212
GO:00160427EsophagusESCClipid catabolic process168/8552320/187237.97e-032.84e-02168
GO:00090815EsophagusESCCbranched-chain amino acid metabolic process14/855219/187231.27e-024.21e-0214
GO:00066374EsophagusESCCacyl-CoA metabolic process55/855296/187231.45e-024.71e-0255
GO:00353834EsophagusESCCthioester metabolic process55/855296/187231.45e-024.71e-0255
GO:00066316LiverNAFLDfatty acid metabolic process92/1882390/187233.38e-153.29e-1292
GO:00160535LiverNAFLDorganic acid biosynthetic process77/1882316/187231.03e-136.69e-1177
GO:00463945LiverNAFLDcarboxylic acid biosynthetic process75/1882314/187236.37e-133.39e-1075
GO:00082023LiverNAFLDsteroid metabolic process69/1882319/187235.90e-101.28e-0769
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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
HSD17B1SNVMissense_Mutationnovelc.367N>Ap.Leu123Metp.L123Mprotein_codingdeleterious(0.04)possibly_damaging(0.697)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HSD17B1SNVMissense_Mutationc.400N>Ap.Gly134Serp.G134Sprotein_codingtolerated(0.13)benign(0.206)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HSD17B1SNVMissense_Mutationc.144N>Tp.Glu48Aspp.E48Dprotein_codingtolerated(0.07)possibly_damaging(0.717)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HSD17B1SNVMissense_Mutationc.609G>Tp.Glu203Aspp.E203Dprotein_codingtolerated(0.62)benign(0)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
HSD17B1SNVMissense_Mutationrs773613890c.530N>Gp.Phe177Cysp.F177Cprotein_codingdeleterious(0)probably_damaging(0.975)TCGA-AX-A2H2-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HSD17B1SNVMissense_Mutationc.320N>Tp.Ala107Valp.A107Vprotein_codingdeleterious(0.02)possibly_damaging(0.571)TCGA-BG-A0M4-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinSD
HSD17B1SNVMissense_Mutationnovelc.337N>Ap.Asp113Asnp.D113Nprotein_codingdeleterious(0.04)benign(0.359)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HSD17B1SNVMissense_Mutationnovelc.283G>Tp.Gly95Cysp.G95Cprotein_codingdeleterious(0)probably_damaging(0.998)TCGA-EO-A3KX-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HSD17B1SNVMissense_Mutationc.404N>Gp.Ser135Trpp.S135Wprotein_codingtolerated(0.05)benign(0.35)TCGA-44-A47A-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HSD17B1SNVMissense_Mutationc.868C>Tp.Pro290Serp.P290Sprotein_codingtolerated(0.15)benign(0.023)TCGA-86-A4JF-01Lunglung adenocarcinomaMale<65I/IIChemotherapyunknownPD
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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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