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: HSD17B4

Gene summary for HSD17B4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HSD17B4

Gene ID

3295

Gene namehydroxysteroid 17-beta dehydrogenase 4
Gene AliasDBP
Cytomap5q23.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A0S2Z4J1


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
3295HSD17B4HTA11_3410_2000001011HumanColorectumAD2.22e-03-1.63e-010.0155
3295HSD17B4A002-C-010HumanColorectumFAP3.50e-02-1.46e-010.242
3295HSD17B4A015-C-203HumanColorectumFAP1.05e-21-3.48e-01-0.1294
3295HSD17B4A015-C-204HumanColorectumFAP1.85e-03-3.21e-01-0.0228
3295HSD17B4A014-C-040HumanColorectumFAP1.14e-02-4.26e-01-0.1184
3295HSD17B4A002-C-201HumanColorectumFAP1.89e-09-4.16e-010.0324
3295HSD17B4A002-C-203HumanColorectumFAP3.37e-04-2.03e-010.2786
3295HSD17B4A001-C-119HumanColorectumFAP8.72e-06-4.27e-01-0.1557
3295HSD17B4A001-C-108HumanColorectumFAP8.64e-14-2.80e-01-0.0272
3295HSD17B4A002-C-205HumanColorectumFAP1.32e-17-4.64e-01-0.1236
3295HSD17B4A001-C-104HumanColorectumFAP9.69e-04-1.30e-010.0184
3295HSD17B4A015-C-005HumanColorectumFAP1.71e-02-2.46e-01-0.0336
3295HSD17B4A015-C-006HumanColorectumFAP4.58e-12-4.31e-01-0.0994
3295HSD17B4A015-C-106HumanColorectumFAP1.35e-10-2.75e-01-0.0511
3295HSD17B4A002-C-114HumanColorectumFAP4.40e-11-3.77e-01-0.1561
3295HSD17B4A015-C-104HumanColorectumFAP1.31e-24-3.61e-01-0.1899
3295HSD17B4A001-C-014HumanColorectumFAP1.81e-14-3.40e-010.0135
3295HSD17B4A002-C-016HumanColorectumFAP8.34e-20-3.86e-010.0521
3295HSD17B4A015-C-002HumanColorectumFAP8.75e-09-4.14e-01-0.0763
3295HSD17B4A001-C-203HumanColorectumFAP4.21e-11-2.50e-01-0.0481
Page: 1 2 3 4 5 6 7 8 

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
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:00725217LiverNAFLDpurine-containing compound metabolic process74/1882416/187237.73e-074.27e-0574
GO:00091507LiverNAFLDpurine ribonucleotide metabolic process67/1882368/187231.10e-065.44e-0567
GO:00061637LiverNAFLDpurine nucleotide metabolic process70/1882396/187231.93e-068.23e-0570
GO:00067904LiverNAFLDsulfur compound metabolic process58/1882339/187233.79e-059.38e-0458
GO:00338653LiverNAFLDnucleoside bisphosphate metabolic process28/1882128/187235.89e-051.30e-0328
GO:00338753LiverNAFLDribonucleoside bisphosphate metabolic process28/1882128/187235.89e-051.30e-0328
GO:00340323LiverNAFLDpurine nucleoside bisphosphate metabolic process28/1882128/187235.89e-051.30e-0328
GO:00020647LiverNAFLDepithelial cell development41/1882220/187237.39e-051.53e-0341
GO:0006637LiverNAFLDacyl-CoA metabolic process21/188296/187234.72e-046.74e-0321
GO:0035383LiverNAFLDthioester metabolic process21/188296/187234.72e-046.74e-0321
GO:00424452LiverNAFLDhormone metabolic process36/1882218/187231.98e-031.98e-0236
GO:0008210LiverNAFLDestrogen metabolic process10/188238/187233.49e-033.00e-0210
GO:00600092LiverNAFLDSertoli cell development5/188212/187234.41e-033.57e-025
GO:000820211LiverCirrhoticsteroid metabolic process143/4634319/187232.79e-153.18e-13143
GO:000663112LiverCirrhoticfatty acid metabolic process165/4634390/187231.29e-141.26e-12165
GO:000675312LiverCirrhoticnucleoside phosphate metabolic process190/4634497/187231.10e-116.96e-10190
GO:000911712LiverCirrhoticnucleotide metabolic process187/4634489/187231.55e-119.63e-10187
GO:004428211LiverCirrhoticsmall molecule catabolic process151/4634376/187232.20e-111.34e-09151
GO:001969312LiverCirrhoticribose phosphate metabolic process156/4634396/187235.83e-113.23e-09156
GO:000925912LiverCirrhoticribonucleotide metabolic process151/4634385/187231.72e-108.70e-09151
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa01212ColorectumCRCFatty acid metabolism14/109157/84651.17e-024.99e-023.38e-0214
hsa012121ColorectumCRCFatty acid metabolism14/109157/84651.17e-024.99e-023.38e-0214
hsa012129EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa041467EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa0121214EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa0414612EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa00120LiverNAFLDPrimary bile acid biosynthesis9/104317/84656.10e-051.33e-031.07e-039
hsa012126LiverNAFLDFatty acid metabolism17/104357/84653.43e-045.93e-034.78e-0317
hsa04146LiverNAFLDPeroxisome19/104382/84654.37e-034.10e-023.30e-0219
hsa001201LiverNAFLDPrimary bile acid biosynthesis9/104317/84656.10e-051.33e-031.07e-039
hsa0121211LiverNAFLDFatty acid metabolism17/104357/84653.43e-045.93e-034.78e-0317
hsa041461LiverNAFLDPeroxisome19/104382/84654.37e-034.10e-023.30e-0219
hsa012122LiverCirrhoticFatty acid metabolism32/253057/84653.12e-052.47e-041.52e-0432
hsa041462LiverCirrhoticPeroxisome36/253082/84654.79e-031.74e-021.07e-0236
hsa01040LiverCirrhoticBiosynthesis of unsaturated fatty acids14/253027/84651.36e-024.25e-022.62e-0214
hsa012123LiverCirrhoticFatty acid metabolism32/253057/84653.12e-052.47e-041.52e-0432
hsa041463LiverCirrhoticPeroxisome36/253082/84654.79e-031.74e-021.07e-0236
hsa010401LiverCirrhoticBiosynthesis of unsaturated fatty acids14/253027/84651.36e-024.25e-022.62e-0214
hsa012124LiverHCCFatty acid metabolism45/402057/84651.05e-061.10e-056.09e-0645
hsa041464LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
Page: 1 2 

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
HSD17B4SNVMissense_Mutationc.736C>Gp.Leu246Valp.L246VP51659protein_codingtolerated(0.36)benign(0.166)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
HSD17B4SNVMissense_Mutationnovelc.1919C>Gp.Thr640Argp.T640RP51659protein_codingtolerated(0.34)benign(0.006)TCGA-AC-A5EH-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HSD17B4SNVMissense_Mutationc.1783G>Ap.Gly595Argp.G595RP51659protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0AV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
HSD17B4SNVMissense_Mutationc.1147N>Gp.Pro383Alap.P383AP51659protein_codingdeleterious(0.05)benign(0.071)TCGA-BH-A0AW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
HSD17B4SNVMissense_Mutationc.1066A>Gp.Lys356Glup.K356EP51659protein_codingtolerated(0.33)benign(0.024)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
HSD17B4SNVMissense_Mutationc.662N>Gp.Ala221Glyp.A221GP51659protein_codingdeleterious(0)probably_damaging(0.973)TCGA-E9-A22G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
HSD17B4SNVMissense_Mutationc.1268N>Tp.Ser423Leup.S423LP51659protein_codingdeleterious(0.05)benign(0.109)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
HSD17B4deletionFrame_Shift_Delc.1648delNp.Gly550ValfsTer107p.G550Vfs*107P51659protein_codingTCGA-AN-A0XP-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
HSD17B4insertionFrame_Shift_Insnovelc.1744_1745insGATTATGGTGGAGGGAAGTTCCCGCTAGTGCGAGGTCTp.Lys582ArgfsTer88p.K582Rfs*88P51659protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
HSD17B4deletionFrame_Shift_Delnovelc.922delNp.Ser308AlafsTer13p.S308Afs*13P51659protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
Page: 1 2 3 4 5 6 7 8 9 

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