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: HSD3B7

Gene summary for HSD3B7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HSD3B7

Gene ID

80270

Gene namehydroxy-delta-5-steroid dehydrogenase, 3 beta- and steroid delta-isomerase 7
Gene AliasCBAS1
Cytomap16p11.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9H2F3


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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
80270HSD3B7LZE7THumanEsophagusESCC1.25e-021.44e-010.0667
80270HSD3B7LZE24THumanEsophagusESCC4.63e-039.24e-020.0596
80270HSD3B7P4T-EHumanEsophagusESCC2.30e-082.59e-010.1323
80270HSD3B7P5T-EHumanEsophagusESCC3.33e-112.14e-010.1327
80270HSD3B7P8T-EHumanEsophagusESCC2.20e-071.85e-010.0889
80270HSD3B7P9T-EHumanEsophagusESCC1.59e-032.07e-010.1131
80270HSD3B7P10T-EHumanEsophagusESCC9.67e-074.35e-020.116
80270HSD3B7P11T-EHumanEsophagusESCC3.52e-113.22e-010.1426
80270HSD3B7P12T-EHumanEsophagusESCC1.47e-051.14e-010.1122
80270HSD3B7P15T-EHumanEsophagusESCC2.58e-061.95e-010.1149
80270HSD3B7P20T-EHumanEsophagusESCC2.58e-112.36e-010.1124
80270HSD3B7P21T-EHumanEsophagusESCC5.42e-111.42e-010.1617
80270HSD3B7P22T-EHumanEsophagusESCC1.31e-048.41e-020.1236
80270HSD3B7P23T-EHumanEsophagusESCC9.25e-091.57e-010.108
80270HSD3B7P24T-EHumanEsophagusESCC2.03e-072.28e-010.1287
80270HSD3B7P26T-EHumanEsophagusESCC6.21e-041.56e-010.1276
80270HSD3B7P28T-EHumanEsophagusESCC2.09e-132.50e-010.1149
80270HSD3B7P32T-EHumanEsophagusESCC2.36e-111.97e-010.1666
80270HSD3B7P36T-EHumanEsophagusESCC4.85e-052.42e-010.1187
80270HSD3B7P37T-EHumanEsophagusESCC1.47e-062.04e-010.1371
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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:00463948EsophagusESCCcarboxylic acid biosynthetic process175/8552314/187231.98e-041.26e-03175
GO:00160538EsophagusESCCorganic acid biosynthetic process175/8552316/187233.04e-041.82e-03175
GO:00066946EsophagusESCCsteroid biosynthetic process98/8552173/187232.34e-031.03e-0298
GO:19016174EsophagusESCCorganic hydroxy compound biosynthetic process128/8552237/187235.86e-032.16e-02128
GO:000820211LiverCirrhoticsteroid metabolic process143/4634319/187232.79e-153.18e-13143
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:19016171LiverCirrhoticorganic hydroxy compound biosynthetic process81/4634237/187236.73e-045.06e-0381
GO:00082061LiverCirrhoticbile acid metabolic process22/463449/187231.64e-031.05e-0222
GO:00066991LiverCirrhoticbile acid biosynthetic process17/463436/187232.82e-031.63e-0217
GO:001605321LiverHCCorganic acid biosynthetic process200/7958316/187235.24e-143.22e-12200
GO:004639421LiverHCCcarboxylic acid biosynthetic process198/7958314/187231.19e-136.78e-12198
GO:00082022LiverHCCsteroid metabolic process188/7958319/187231.96e-095.63e-08188
GO:007233021LiverHCCmonocarboxylic acid biosynthetic process129/7958214/187231.08e-072.09e-06129
GO:00066942LiverHCCsteroid biosynthetic process104/7958173/187232.13e-062.91e-05104
GO:00082062LiverHCCbile acid metabolic process34/795849/187231.28e-041.06e-0334
GO:19016172LiverHCCorganic hydroxy compound biosynthetic process129/7958237/187231.32e-041.08e-03129
GO:00066992LiverHCCbile acid biosynthetic process26/795836/187232.93e-042.10e-0326
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa001202LiverHCCPrimary bile acid biosynthesis14/402017/84653.49e-031.12e-026.22e-0314
hsa001203LiverHCCPrimary bile acid biosynthesis14/402017/84653.49e-031.12e-026.22e-0314
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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
HSD3B7SNVMissense_Mutationrs745605788c.80G>Ap.Arg27Glnp.R27QQ9H2F3protein_codingtolerated(0.11)benign(0.313)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HSD3B7SNVMissense_Mutationnovelc.583T>Cp.Tyr195Hisp.Y195HQ9H2F3protein_codingdeleterious(0)probably_damaging(0.996)TCGA-C5-A8XK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
HSD3B7SNVMissense_Mutationc.587N>Ap.Gly196Aspp.G196DQ9H2F3protein_codingdeleterious(0)probably_damaging(1)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
HSD3B7SNVMissense_Mutationc.496G>Ap.Ala166Thrp.A166TQ9H2F3protein_codingdeleterious(0)probably_damaging(0.929)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HSD3B7SNVMissense_Mutationrs560826820c.499G>Ap.Glu167Lysp.E167KQ9H2F3protein_codingdeleterious(0)possibly_damaging(0.725)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HSD3B7SNVMissense_Mutationc.591A>Cp.Glu197Aspp.E197DQ9H2F3protein_codingtolerated(0.05)possibly_damaging(0.859)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HSD3B7SNVMissense_Mutationrs765855524c.1067G>Ap.Arg356Hisp.R356HQ9H2F3protein_codingdeleterious(0.03)possibly_damaging(0.717)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HSD3B7SNVMissense_Mutationnovelc.24G>Tp.Gln8Hisp.Q8HQ9H2F3protein_codingtolerated(0.09)benign(0.087)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HSD3B7SNVMissense_Mutationrs779021008c.1018N>Tp.Arg340Cysp.R340CQ9H2F3protein_codingdeleterious(0)possibly_damaging(0.886)TCGA-AX-A06H-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
HSD3B7SNVMissense_Mutationrs775593829c.968N>Tp.Thr323Metp.T323MQ9H2F3protein_codingdeleterious(0)possibly_damaging(0.791)TCGA-AX-A0J1-01Endometriumuterine 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
80270HSD3B7ENZYME, DRUGGABLE GENOMEcholic acid
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