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: HSD17B8

Gene summary for HSD17B8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HSD17B8

Gene ID

7923

Gene namehydroxysteroid 17-beta dehydrogenase 8
Gene AliasD6S2245E
Cytomap6p21.32
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

A0A1U9X7U3


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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
7923HSD17B8LZE4THumanEsophagusESCC3.03e-103.02e-010.0811
7923HSD17B8LZE7THumanEsophagusESCC4.82e-021.26e-010.0667
7923HSD17B8LZE20THumanEsophagusESCC5.22e-032.05e-010.0662
7923HSD17B8LZE22THumanEsophagusESCC2.99e-032.75e-010.068
7923HSD17B8LZE24THumanEsophagusESCC1.62e-226.40e-010.0596
7923HSD17B8LZE21THumanEsophagusESCC8.29e-042.78e-010.0655
7923HSD17B8P1T-EHumanEsophagusESCC2.13e-083.76e-010.0875
7923HSD17B8P2T-EHumanEsophagusESCC4.75e-256.77e-010.1177
7923HSD17B8P4T-EHumanEsophagusESCC3.30e-369.05e-010.1323
7923HSD17B8P5T-EHumanEsophagusESCC1.71e-306.53e-010.1327
7923HSD17B8P8T-EHumanEsophagusESCC3.21e-153.79e-010.0889
7923HSD17B8P9T-EHumanEsophagusESCC2.05e-113.65e-010.1131
7923HSD17B8P10T-EHumanEsophagusESCC1.73e-244.19e-010.116
7923HSD17B8P11T-EHumanEsophagusESCC2.26e-032.89e-010.1426
7923HSD17B8P12T-EHumanEsophagusESCC7.17e-296.47e-010.1122
7923HSD17B8P15T-EHumanEsophagusESCC2.75e-132.94e-010.1149
7923HSD17B8P16T-EHumanEsophagusESCC2.17e-224.52e-010.1153
7923HSD17B8P17T-EHumanEsophagusESCC5.32e-124.98e-010.1278
7923HSD17B8P20T-EHumanEsophagusESCC7.68e-112.04e-010.1124
7923HSD17B8P21T-EHumanEsophagusESCC1.43e-122.45e-010.1617
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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
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
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:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:00463948EsophagusESCCcarboxylic acid biosynthetic process175/8552314/187231.98e-041.26e-03175
GO:00160538EsophagusESCCorganic acid biosynthetic process175/8552316/187233.04e-041.82e-03175
GO:00512623EsophagusESCCprotein tetramerization54/855287/187231.50e-037.06e-0354
GO:00066946EsophagusESCCsteroid biosynthetic process98/8552173/187232.34e-031.03e-0298
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:000820211LiverCirrhoticsteroid metabolic process143/4634319/187232.79e-153.18e-13143
GO:000663112LiverCirrhoticfatty acid metabolic process165/4634390/187231.29e-141.26e-12165
GO:001605312LiverCirrhoticorganic acid biosynthetic process139/4634316/187234.28e-143.83e-12139
GO:004639412LiverCirrhoticcarboxylic acid biosynthetic process137/4634314/187231.40e-131.14e-11137
GO:007233011LiverCirrhoticmonocarboxylic acid biosynthetic process93/4634214/187231.43e-096.16e-0893
GO:00066941LiverCirrhoticsteroid biosynthetic process77/4634173/187231.02e-083.91e-0777
GO:000663311LiverCirrhoticfatty acid biosynthetic process70/4634163/187232.57e-076.41e-0670
GO:00082101LiverCirrhoticestrogen metabolic process18/463438/187232.05e-031.27e-0218
GO:004244511LiverCirrhotichormone metabolic process73/4634218/187232.22e-031.36e-0273
GO:0008209LiverCirrhoticandrogen metabolic process15/463430/187232.45e-031.47e-0215
GO:001605321LiverHCCorganic acid biosynthetic process200/7958316/187235.24e-143.22e-12200
GO:000663122LiverHCCfatty acid metabolic process238/7958390/187238.24e-144.84e-12238
GO:004639421LiverHCCcarboxylic acid biosynthetic process198/7958314/187231.19e-136.78e-12198
GO:00082022LiverHCCsteroid metabolic process188/7958319/187231.96e-095.63e-08188
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa012129EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa0121214EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa012122LiverCirrhoticFatty acid metabolism32/253057/84653.12e-052.47e-041.52e-0432
hsa012123LiverCirrhoticFatty acid metabolism32/253057/84653.12e-052.47e-041.52e-0432
hsa012124LiverHCCFatty acid metabolism45/402057/84651.05e-061.10e-056.09e-0645
hsa00061LiverHCCFatty acid biosynthesis14/402018/84658.82e-032.36e-021.32e-0214
hsa012125LiverHCCFatty acid metabolism45/402057/84651.05e-061.10e-056.09e-0645
hsa000611LiverHCCFatty acid biosynthesis14/402018/84658.82e-032.36e-021.32e-0214
hsa012128Oral cavityOSCCFatty acid metabolism35/370457/84655.37e-031.29e-026.55e-0335
hsa0121213Oral cavityOSCCFatty acid metabolism35/370457/84655.37e-031.29e-026.55e-0335
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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
HSD17B8SNVMissense_Mutationnovelc.314N>Cp.Gly105Alap.G105AQ92506protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E9-A54Y-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
HSD17B8SNVMissense_Mutationnovelc.554G>Tp.Arg185Leup.R185LQ92506protein_codingtolerated(0.26)benign(0.364)TCGA-OL-A6VO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
HSD17B8SNVMissense_Mutationc.775C>Ap.Leu259Ilep.L259IQ92506protein_codingtolerated(0.06)benign(0.363)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HSD17B8SNVMissense_Mutationc.511G>Ap.Ala171Thrp.A171TQ92506protein_codingdeleterious(0)benign(0.364)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
HSD17B8SNVMissense_Mutationnovelc.622C>Gp.Gln208Glup.Q208EQ92506protein_codingtolerated(0.9)benign(0)TCGA-AP-A1DO-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HSD17B8SNVMissense_Mutationrs767608627c.547G>Ap.Ala183Thrp.A183TQ92506protein_codingdeleterious(0.05)benign(0.031)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HSD17B8SNVMissense_Mutationrs144565618c.578G>Ap.Arg193Hisp.R193HQ92506protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
HSD17B8SNVMissense_Mutationc.286C>Tp.Pro96Serp.P96SQ92506protein_codingdeleterious(0.05)probably_damaging(0.94)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HSD17B8SNVMissense_Mutationnovelc.407A>Gp.Gln136Argp.Q136RQ92506protein_codingdeleterious(0.04)probably_damaging(1)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
HSD17B8SNVMissense_Mutationnovelc.314G>Ap.Gly105Aspp.G105DQ92506protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A3FA-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
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