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: HSD17B10

Gene summary for HSD17B10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HSD17B10

Gene ID

3028

Gene namehydroxysteroid 17-beta dehydrogenase 10
Gene Alias17b-HSD10
CytomapXp11.22
Gene Typeprotein-coding
GO ID

GO:0000959

UniProtAcc

Q99714


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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
3028HSD17B10GSM4909281HumanBreastIDC2.85e-053.74e-010.21
3028HSD17B10GSM4909282HumanBreastIDC5.05e-084.44e-01-0.0288
3028HSD17B10GSM4909290HumanBreastIDC1.29e-023.31e-010.2096
3028HSD17B10GSM4909291HumanBreastIDC1.72e-033.70e-010.1753
3028HSD17B10GSM4909294HumanBreastIDC2.23e-022.16e-010.2022
3028HSD17B10GSM4909296HumanBreastIDC2.31e-143.42e-010.1524
3028HSD17B10GSM4909297HumanBreastIDC3.30e-084.56e-020.1517
3028HSD17B10GSM4909301HumanBreastIDC1.20e-032.53e-010.1577
3028HSD17B10GSM4909306HumanBreastIDC4.49e-084.14e-010.1564
3028HSD17B10GSM4909307HumanBreastIDC8.26e-094.24e-010.1569
3028HSD17B10GSM4909308HumanBreastIDC4.64e-225.79e-010.158
3028HSD17B10GSM4909311HumanBreastIDC4.25e-30-4.33e-020.1534
3028HSD17B10GSM4909312HumanBreastIDC1.36e-115.78e-020.1552
3028HSD17B10GSM4909316HumanBreastIDC1.30e-023.07e-010.21
3028HSD17B10GSM4909319HumanBreastIDC5.95e-31-6.37e-020.1563
3028HSD17B10GSM4909320HumanBreastIDC2.93e-052.51e-010.1575
3028HSD17B10GSM4909321HumanBreastIDC3.58e-162.75e-010.1559
3028HSD17B10brca1HumanBreastPrecancer1.05e-124.99e-01-0.0338
3028HSD17B10brca2HumanBreastPrecancer1.33e-083.66e-01-0.024
3028HSD17B10NCCBC14HumanBreastDCIS3.85e-02-7.12e-020.2021
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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.

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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:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:01400533Oral cavityOSCCmitochondrial gene expression78/7305108/187232.37e-129.86e-1178
GO:00311232Oral cavityOSCCRNA 3'-end processing75/7305116/187231.93e-083.79e-0775
GO:00080332Oral cavityOSCCtRNA processing78/7305127/187232.56e-074.00e-0678
GO:00063991Oral cavityOSCCtRNA metabolic process101/7305179/187231.65e-062.15e-05101
GO:00094511Oral cavityOSCCRNA modification95/7305167/187232.05e-062.62e-0595
GO:00421804Oral cavityOSCCcellular ketone metabolic process111/7305211/187233.94e-053.45e-04111
GO:00090627Oral cavityOSCCfatty acid catabolic process59/7305100/187233.99e-053.48e-0459
GO:00991162Oral cavityOSCCtRNA 5'-end processing14/730516/187239.15e-056.93e-0414
GO:00064001Oral cavityOSCCtRNA modification53/730590/187231.04e-047.70e-0453
GO:00344712Oral cavityOSCCncRNA 5'-end processing17/730521/187231.07e-047.89e-0417
GO:0051259Oral cavityOSCCprotein complex oligomerization121/7305238/187231.29e-049.21e-04121
GO:00009662Oral cavityOSCCRNA 5'-end processing18/730523/187231.47e-041.04e-0318
GO:00160537Oral cavityOSCCorganic acid biosynthetic process155/7305316/187231.64e-041.13e-03155
GO:00463947Oral cavityOSCCcarboxylic acid biosynthetic process154/7305314/187231.73e-041.19e-03154
GO:00066317Oral cavityOSCCfatty acid metabolic process186/7305390/187232.65e-041.69e-03186
GO:00723296Oral cavityOSCCmonocarboxylic acid catabolic process66/7305122/187235.02e-042.95e-0366
GO:00193957Oral cavityOSCCfatty acid oxidation57/7305103/187235.58e-043.23e-0357
GO:00066945Oral cavityOSCCsteroid biosynthetic process89/7305173/187235.77e-043.30e-0389
GO:00344406Oral cavityOSCClipid oxidation59/7305108/187237.01e-043.89e-0359
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501016BreastPrecancerAlzheimer disease103/684384/84651.03e-294.66e-283.57e-28103
hsa0502216BreastPrecancerPathways of neurodegeneration - multiple diseases112/684476/84656.96e-272.44e-251.87e-25112
hsa0501017BreastPrecancerAlzheimer disease103/684384/84651.03e-294.66e-283.57e-28103
hsa0502217BreastPrecancerPathways of neurodegeneration - multiple diseases112/684476/84656.96e-272.44e-251.87e-25112
hsa0501023BreastIDCAlzheimer disease107/867384/84651.70e-237.88e-225.90e-22107
hsa0502223BreastIDCPathways of neurodegeneration - multiple diseases116/867476/84653.63e-201.18e-188.82e-19116
hsa0501033BreastIDCAlzheimer disease107/867384/84651.70e-237.88e-225.90e-22107
hsa0502233BreastIDCPathways of neurodegeneration - multiple diseases116/867476/84653.63e-201.18e-188.82e-19116
hsa0501043BreastDCISAlzheimer disease105/846384/84653.23e-231.49e-211.10e-21105
hsa0502243BreastDCISPathways of neurodegeneration - multiple diseases114/846476/84654.74e-201.53e-181.13e-18114
hsa0501053BreastDCISAlzheimer disease105/846384/84653.23e-231.49e-211.10e-21105
hsa0502253BreastDCISPathways of neurodegeneration - multiple diseases114/846476/84654.74e-201.53e-181.13e-18114
hsa05010ColorectumADAlzheimer disease174/2092384/84651.82e-199.26e-185.91e-18174
hsa05022ColorectumADPathways of neurodegeneration - multiple diseases201/2092476/84654.54e-181.27e-168.09e-17201
hsa00280ColorectumADValine, leucine and isoleucine degradation25/209248/84653.97e-053.41e-042.18e-0425
hsa050101ColorectumADAlzheimer disease174/2092384/84651.82e-199.26e-185.91e-18174
hsa050221ColorectumADPathways of neurodegeneration - multiple diseases201/2092476/84654.54e-181.27e-168.09e-17201
hsa002801ColorectumADValine, leucine and isoleucine degradation25/209248/84653.97e-053.41e-042.18e-0425
hsa050102ColorectumSERAlzheimer disease146/1580384/84656.52e-202.40e-181.75e-18146
hsa050222ColorectumSERPathways of neurodegeneration - multiple diseases168/1580476/84656.23e-192.07e-171.50e-17168
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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
HSD17B10SNVMissense_Mutationc.101N>Ap.Gly34Glup.G34EQ99714protein_codingdeleterious(0)possibly_damaging(0.907)TCGA-A2-A0YL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
HSD17B10SNVMissense_Mutationnovelc.352N>Tp.Leu118Phep.L118FQ99714protein_codingdeleterious(0.02)benign(0.05)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HSD17B10SNVMissense_Mutationc.297N>Tp.Lys99Asnp.K99NQ99714protein_codingdeleterious(0)probably_damaging(0.952)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HSD17B10SNVMissense_Mutationc.299N>Tp.Thr100Metp.T100MQ99714protein_codingdeleterious(0.02)probably_damaging(0.993)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HSD17B10SNVMissense_Mutationc.16N>Tp.Arg6Trpp.R6WQ99714protein_codingdeleterious(0)probably_damaging(0.948)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HSD17B10SNVMissense_Mutationrs12847788c.35N>Cp.Val12Alap.V12AQ99714protein_codingtolerated(0.05)probably_damaging(0.992)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HSD17B10SNVMissense_Mutationnovelc.548C>Tp.Ala183Valp.A183VQ99714protein_codingdeleterious(0)probably_damaging(0.989)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HSD17B10SNVMissense_Mutationnovelc.239G>Ap.Gly80Glup.G80EQ99714protein_codingtolerated(1)benign(0)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HSD17B10SNVMissense_Mutationnovelc.664N>Tp.Pro222Serp.P222SQ99714protein_codingdeleterious(0)probably_damaging(0.954)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HSD17B10SNVMissense_Mutationc.716C>Tp.Ala239Valp.A239VQ99714protein_codingtolerated(0.25)benign(0.001)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
3028HSD17B10DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, ENZYMEPYRENEPYRENE
3028HSD17B10DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, ENZYMECID 1245272CHEMBL408850
3028HSD17B10DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, ENZYMEMYRICETINMYRICETIN
3028HSD17B10DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, ENZYMEBILIRUBINBILIRUBIN
3028HSD17B10DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, ENZYME3-HYDROXY-3',4'-DIMETHOXYFLAVONE3-HYDROXY-3',4'-DIMETHOXYFLAVONE
3028HSD17B10DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, ENZYMETERAZOSIN HYDROCHLORIDETERAZOSIN HYDROCHLORIDE
3028HSD17B10DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, ENZYMEPYRROLIDINE DITHIOCARBAMATEPYRROLIDINE DITHIOCARBAMATE
3028HSD17B10DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, ENZYMEPRAZOSIN HYDROCHLORIDEPRAZOSIN HYDROCHLORIDE
3028HSD17B10DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, ENZYMEMETHYL 7-DESHYDROXYPYROGALLIN-4-CARBOXYLATEMETHYL 7-DESHYDROXYPYROGALLIN-4-CARBOXYLATE
3028HSD17B10DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, ENZYMESKF-82526CHEMBL1161520
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