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: HSD17B7

Gene summary for HSD17B7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HSD17B7

Gene ID

51478

Gene namehydroxysteroid 17-beta dehydrogenase 7
Gene AliasPRAP
Cytomap1q23.3
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

P56937


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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
51478HSD17B7LZE4THumanEsophagusESCC1.58e-165.39e-010.0811
51478HSD17B7LZE7THumanEsophagusESCC2.33e-084.76e-010.0667
51478HSD17B7LZE8THumanEsophagusESCC6.16e-031.52e-010.067
51478HSD17B7LZE20THumanEsophagusESCC1.70e-031.82e-010.0662
51478HSD17B7LZE22D1HumanEsophagusHGIN2.38e-022.04e-010.0595
51478HSD17B7LZE22THumanEsophagusESCC8.61e-076.15e-010.068
51478HSD17B7LZE24THumanEsophagusESCC1.20e-204.41e-010.0596
51478HSD17B7LZE21THumanEsophagusESCC1.60e-055.32e-010.0655
51478HSD17B7LZE6THumanEsophagusESCC2.53e-021.57e-010.0845
51478HSD17B7P1T-EHumanEsophagusESCC4.15e-154.32e-010.0875
51478HSD17B7P2T-EHumanEsophagusESCC9.91e-244.37e-010.1177
51478HSD17B7P4T-EHumanEsophagusESCC9.24e-419.58e-010.1323
51478HSD17B7P5T-EHumanEsophagusESCC3.63e-316.63e-010.1327
51478HSD17B7P8T-EHumanEsophagusESCC1.51e-162.09e-010.0889
51478HSD17B7P9T-EHumanEsophagusESCC7.72e-275.22e-010.1131
51478HSD17B7P10T-EHumanEsophagusESCC1.51e-387.10e-010.116
51478HSD17B7P11T-EHumanEsophagusESCC7.35e-083.34e-010.1426
51478HSD17B7P12T-EHumanEsophagusESCC1.92e-264.69e-010.1122
51478HSD17B7P15T-EHumanEsophagusESCC3.83e-183.90e-010.1149
51478HSD17B7P16T-EHumanEsophagusESCC7.10e-233.93e-010.1153
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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
∗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:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00161263EsophagusESCCsterol biosynthetic process46/855264/187231.91e-051.67e-0446
GO:00066953EsophagusESCCcholesterol biosynthetic process41/855257/187235.25e-054.06e-0441
GO:19026533EsophagusESCCsecondary alcohol biosynthetic process41/855257/187235.25e-054.06e-0441
GO:19026524EsophagusESCCsecondary alcohol metabolic process87/8552147/187236.58e-043.50e-0387
GO:00461653EsophagusESCCalcohol biosynthetic process83/8552140/187238.04e-044.16e-0383
GO:00066946EsophagusESCCsteroid biosynthetic process98/8552173/187232.34e-031.03e-0298
GO:00082034EsophagusESCCcholesterol metabolic process79/8552137/187233.11e-031.29e-0279
GO:00161254EsophagusESCCsterol metabolic process86/8552152/187234.37e-031.73e-0286
GO:19016174EsophagusESCCorganic hydroxy compound biosynthetic process128/8552237/187235.86e-032.16e-02128
GO:000820211LiverCirrhoticsteroid metabolic process143/4634319/187232.79e-153.18e-13143
GO:19026521LiverCirrhoticsecondary alcohol metabolic process75/4634147/187235.62e-123.91e-1075
GO:00082031LiverCirrhoticcholesterol metabolic process70/4634137/187232.59e-111.55e-0970
GO:00161251LiverCirrhoticsterol metabolic process75/4634152/187234.54e-112.61e-0975
GO:000606612LiverCirrhoticalcohol metabolic process141/4634353/187231.57e-108.03e-09141
GO:00066941LiverCirrhoticsteroid biosynthetic process77/4634173/187231.02e-083.91e-0777
GO:0016126LiverCirrhoticsterol biosynthetic process37/463464/187231.74e-086.32e-0737
GO:0006695LiverCirrhoticcholesterol biosynthetic process34/463457/187232.22e-087.77e-0734
GO:1902653LiverCirrhoticsecondary alcohol biosynthetic process34/463457/187232.22e-087.77e-0734
GO:0046165LiverCirrhoticalcohol biosynthetic process55/4634140/187239.74e-051.03e-0355
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa001005EsophagusESCCSteroid biosynthesis18/420520/84651.78e-046.79e-043.48e-0418
hsa0010012EsophagusESCCSteroid biosynthesis18/420520/84651.78e-046.79e-043.48e-0418
hsa00100LiverCirrhoticSteroid biosynthesis12/253020/84654.92e-031.76e-021.09e-0212
hsa001001LiverCirrhoticSteroid biosynthesis12/253020/84654.92e-031.76e-021.09e-0212
hsa001002LiverHCCSteroid biosynthesis15/402020/84651.17e-022.97e-021.65e-0215
hsa001003LiverHCCSteroid biosynthesis15/402020/84651.17e-022.97e-021.65e-0215
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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
HSD17B7SNVMissense_Mutationc.781C>Tp.Pro261Serp.P261SP56937protein_codingdeleterious(0.03)probably_damaging(0.947)TCGA-C8-A26X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
HSD17B7SNVMissense_Mutationnovelc.725T>Cp.Leu242Prop.L242PP56937protein_codingdeleterious(0)probably_damaging(0.982)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HSD17B7SNVMissense_Mutationc.649T>Gp.Tyr217Aspp.Y217DP56937protein_codingdeleterious(0)probably_damaging(0.914)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
HSD17B7SNVMissense_Mutationnovelc.971N>Tp.Arg324Metp.R324MP56937protein_codingdeleterious(0)possibly_damaging(0.781)TCGA-VS-A8QH-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapygemcitabinePD
HSD17B7SNVMissense_Mutationc.332N>Tp.Arg111Ilep.R111IP56937protein_codingdeleterious(0.03)possibly_damaging(0.759)TCGA-WL-A834-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelSD
HSD17B7SNVMissense_Mutationnovelc.640N>Ap.Gln214Lysp.Q214KP56937protein_codingtolerated(0.25)benign(0.003)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HSD17B7SNVMissense_Mutationnovelc.544N>Ap.Glu182Lysp.E182KP56937protein_codingtolerated(0.15)possibly_damaging(0.54)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HSD17B7SNVMissense_Mutationnovelc.239G>Tp.Arg80Metp.R80MP56937protein_codingdeleterious(0.02)probably_damaging(0.95)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HSD17B7SNVMissense_Mutationc.359N>Ap.Ala120Aspp.A120DP56937protein_codingdeleterious(0)probably_damaging(0.98)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HSD17B7SNVMissense_Mutationc.681G>Tp.Leu227Phep.L227FP56937protein_codingdeleterious(0.01)benign(0.235)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
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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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