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: HSD17B2

Gene summary for HSD17B2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HSD17B2

Gene ID

3294

Gene namehydroxysteroid 17-beta dehydrogenase 2
Gene AliasEDH17B2
Cytomap16q23.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P37059


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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
3294HSD17B2HTA11_2487_2000001011HumanColorectumSER4.16e-121.19e+00-0.1808
3294HSD17B2HTA11_347_2000001011HumanColorectumAD2.89e-022.87e-01-0.1954
3294HSD17B2HTA11_83_2000001011HumanColorectumSER8.22e-056.85e-01-0.1526
3294HSD17B2HTA11_866_3004761011HumanColorectumAD4.95e-03-2.72e-010.096
3294HSD17B2HTA11_7696_3000711011HumanColorectumAD1.42e-04-2.67e-010.0674
3294HSD17B2HTA11_99999970781_79442HumanColorectumMSS1.74e-07-2.71e-010.294
3294HSD17B2HTA11_99999971662_82457HumanColorectumMSS7.48e-08-2.73e-010.3859
3294HSD17B2HTA11_99999974143_84620HumanColorectumMSS1.86e-11-2.91e-010.3005
3294HSD17B2A002-C-010HumanColorectumFAP5.95e-10-2.77e-010.242
3294HSD17B2A015-C-203HumanColorectumFAP5.75e-10-2.61e-01-0.1294
3294HSD17B2A002-C-201HumanColorectumFAP3.07e-04-2.47e-010.0324
3294HSD17B2A002-C-203HumanColorectumFAP1.12e-07-2.74e-010.2786
3294HSD17B2A001-C-108HumanColorectumFAP2.47e-04-1.80e-01-0.0272
3294HSD17B2A002-C-205HumanColorectumFAP4.43e-06-2.62e-01-0.1236
3294HSD17B2A015-C-005HumanColorectumFAP9.16e-03-2.55e-01-0.0336
3294HSD17B2A015-C-006HumanColorectumFAP1.57e-05-2.91e-01-0.0994
3294HSD17B2A015-C-106HumanColorectumFAP2.49e-07-2.21e-01-0.0511
3294HSD17B2A002-C-114HumanColorectumFAP5.24e-03-2.23e-01-0.1561
3294HSD17B2A015-C-104HumanColorectumFAP3.85e-09-2.45e-01-0.1899
3294HSD17B2A001-C-014HumanColorectumFAP2.48e-06-2.20e-010.0135
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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
∗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:0001701ColorectumADin utero embryonic development110/3918367/187232.36e-054.62e-04110
GO:0001890ColorectumADplacenta development51/3918144/187233.99e-057.16e-0451
GO:0061458ColorectumADreproductive system development116/3918427/187231.11e-031.01e-02116
GO:0048608ColorectumADreproductive structure development114/3918424/187231.78e-031.47e-02114
GO:0008202ColorectumADsteroid metabolic process85/3918319/187238.07e-034.75e-0285
GO:00018901ColorectumSERplacenta development43/2897144/187239.10e-063.03e-0443
GO:00017011ColorectumSERin utero embryonic development77/2897367/187232.77e-032.48e-0277
GO:00614581ColorectumSERreproductive system development87/2897427/187233.69e-033.07e-0287
GO:00486081ColorectumSERreproductive structure development85/2897424/187236.33e-034.56e-0285
GO:00018902ColorectumMSSplacenta development51/3467144/187231.10e-063.77e-0551
GO:00614582ColorectumMSSreproductive system development115/3467427/187239.86e-062.39e-04115
GO:00486082ColorectumMSSreproductive structure development113/3467424/187231.94e-054.18e-04113
GO:00017012ColorectumMSSin utero embryonic development99/3467367/187233.71e-057.10e-0499
GO:00017013ColorectumFAPin utero embryonic development81/2622367/187231.58e-054.10e-0481
GO:00018903ColorectumFAPplacenta development38/2622144/187236.22e-051.21e-0338
GO:00614583ColorectumFAPreproductive system development85/2622427/187234.30e-045.13e-0385
GO:00486083ColorectumFAPreproductive structure development84/2622424/187235.40e-046.10e-0384
GO:00614584ColorectumCRCreproductive system development73/2078427/187231.13e-042.22e-0373
GO:00486084ColorectumCRCreproductive structure development72/2078424/187231.55e-042.80e-0372
GO:00018904ColorectumCRCplacenta development30/2078144/187234.81e-046.91e-0330
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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
HSD17B2SNVMissense_Mutationc.46N>Ap.Pro16Thrp.P16TP37059protein_codingtolerated(1)benign(0)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
HSD17B2SNVMissense_Mutationc.761N>Tp.Gly254Valp.G254VP37059protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HSD17B2SNVMissense_Mutationc.653N>Ap.Ser218Asnp.S218NP37059protein_codingdeleterious(0)probably_damaging(0.997)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
HSD17B2deletionFrame_Shift_Delnovelc.477delAp.Gly160AspfsTer5p.G160Dfs*5P37059protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
HSD17B2SNVMissense_Mutationrs752344353c.334G>Ap.Gly112Argp.G112RP37059protein_codingdeleterious(0)probably_damaging(0.989)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
HSD17B2SNVMissense_Mutationc.338N>Cp.Val113Alap.V113AP37059protein_codingdeleterious(0.05)probably_damaging(0.96)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HSD17B2SNVMissense_Mutationc.124N>Ap.Ala42Thrp.A42TP37059protein_codingtolerated(0.12)benign(0.005)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HSD17B2SNVMissense_Mutationrs369773984c.391N>Tp.Arg131Cysp.R131CP37059protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HSD17B2SNVMissense_Mutationrs373965697c.392N>Ap.Arg131Hisp.R131HP37059protein_codingtolerated(0.12)benign(0.243)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
HSD17B2SNVMissense_Mutationrs369773984c.391N>Tp.Arg131Cysp.R131CP37059protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-AZ-6599-01Colorectumcolon 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
3294HSD17B2DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, ENZYMEinhibitor385612198
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