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: SRD5A1

Gene summary for SRD5A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRD5A1

Gene ID

6715

Gene namesteroid 5 alpha-reductase 1
Gene AliasS5AR 1
Cytomap5p15.31
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P18405


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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
6715SRD5A1HCC1_MengHumanLiverHCC1.82e-15-1.07e-010.0246
6715SRD5A1HCC2_MengHumanLiverHCC3.89e-06-8.37e-020.0107
6715SRD5A1HCC2HumanLiverHCC1.11e-032.29e+000.5341
6715SRD5A1Pt13.bHumanLiverHCC1.19e-02-2.07e-020.0251
6715SRD5A1Pt14.dHumanLiverHCC3.96e-02-1.21e-010.0143
6715SRD5A1S014HumanLiverHCC1.32e-084.02e-010.2254
6715SRD5A1S015HumanLiverHCC6.44e-126.51e-010.2375
6715SRD5A1S016HumanLiverHCC1.62e-105.10e-010.2243
6715SRD5A1S027HumanLiverHCC3.53e-054.64e-010.2446
6715SRD5A1S028HumanLiverHCC1.41e-186.40e-010.2503
6715SRD5A1S029HumanLiverHCC1.85e-106.12e-010.2581
6715SRD5A1C04HumanOral cavityOSCC2.09e-217.96e-010.2633
6715SRD5A1C21HumanOral cavityOSCC3.78e-347.63e-010.2678
6715SRD5A1C30HumanOral cavityOSCC6.23e-431.45e+000.3055
6715SRD5A1C38HumanOral cavityOSCC6.03e-139.64e-010.172
6715SRD5A1C43HumanOral cavityOSCC1.82e-591.10e+000.1704
6715SRD5A1C46HumanOral cavityOSCC7.66e-761.46e+000.1673
6715SRD5A1C51HumanOral cavityOSCC1.82e-135.51e-010.2674
6715SRD5A1C57HumanOral cavityOSCC1.08e-103.64e-010.1679
6715SRD5A1C06HumanOral cavityOSCC1.74e-141.15e+000.2699
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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
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:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
GO:0022900110EsophagusESCCelectron transport chain133/8552175/187232.18e-161.67e-14133
GO:0071496111EsophagusESCCcellular response to external stimulus215/8552320/187234.29e-152.43e-13215
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:0031668111EsophagusESCCcellular response to extracellular stimulus168/8552246/187234.93e-132.23e-11168
GO:0031669110EsophagusESCCcellular response to nutrient levels148/8552215/187234.58e-121.76e-10148
GO:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:0009267110EsophagusESCCcellular response to starvation110/8552156/187232.63e-107.37e-09110
GO:004259419EsophagusESCCresponse to starvation133/8552197/187234.31e-101.14e-08133
GO:0048545111EsophagusESCCresponse to steroid hormone204/8552339/187234.47e-088.11e-07204
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:0061008110EsophagusESCChepaticobiliary system development98/8552150/187238.91e-071.15e-0598
GO:0001889110EsophagusESCCliver development96/8552147/187231.18e-061.47e-0596
GO:0071383110EsophagusESCCcellular response to steroid hormone stimulus127/8552204/187231.26e-061.55e-05127
GO:190165319EsophagusESCCcellular response to peptide208/8552359/187231.68e-062.01e-05208
GO:0043434111EsophagusESCCresponse to peptide hormone234/8552414/187234.93e-065.21e-05234
GO:003286918EsophagusESCCcellular response to insulin stimulus124/8552203/187236.63e-066.75e-05124
GO:003286818EsophagusESCCresponse to insulin156/8552264/187237.21e-067.20e-05156
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
SRD5A1SNVMissense_Mutationc.460N>Cp.Gly154Argp.G154RP18405protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SRD5A1SNVMissense_Mutationc.688N>Cp.Ser230Prop.S230PP18405protein_codingtolerated(0.2)benign(0.145)TCGA-BH-A0DG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
SRD5A1SNVMissense_Mutationnovelc.408N>Ap.Ser136Argp.S136RP18405protein_codingdeleterious(0.01)possibly_damaging(0.463)TCGA-AA-3869-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
SRD5A1SNVMissense_Mutationc.353C>Tp.Thr118Ilep.T118IP18405protein_codingtolerated(0.29)benign(0)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
SRD5A1SNVMissense_Mutationc.613N>Ap.Glu205Lysp.E205KP18405protein_codingdeleterious(0.02)possibly_damaging(0.856)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRD5A1SNVMissense_Mutationnovelc.721N>Tp.Leu241Phep.L241FP18405protein_codingdeleterious(0.02)probably_damaging(0.917)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SRD5A1SNVMissense_Mutationc.758N>Gp.Ile253Serp.I253SP18405protein_codingtolerated(0.22)benign(0.065)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SRD5A1SNVMissense_Mutationrs374499334c.674N>Tp.Thr225Metp.T225MP18405protein_codingdeleterious(0)possibly_damaging(0.883)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SRD5A1SNVMissense_Mutationnovelc.759N>Gp.Ile253Metp.I253MP18405protein_codingtolerated(0.06)benign(0.222)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SRD5A1SNVMissense_Mutationnovelc.286G>Tp.Gly96Trpp.G96WP18405protein_codingdeleterious(0.03)benign(0.014)TCGA-05-4396-01Lunglung adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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
6715SRD5A1DRUGGABLE GENOMELEVONORGESTRELLEVONORGESTREL
6715SRD5A1DRUGGABLE GENOMEDUTASTERIDEDUTASTERIDE
6715SRD5A1DRUGGABLE GENOMEBEXLOSTERIDEBEXLOSTERIDE
6715SRD5A1DRUGGABLE GENOMEFR-146687
6715SRD5A1DRUGGABLE GENOMEFINASTERIDEFINASTERIDE
6715SRD5A1DRUGGABLE GENOMELY-266111CHEMBL29166
6715SRD5A1DRUGGABLE GENOMEFINASTERIDEFINASTERIDE
6715SRD5A1DRUGGABLE GENOMEDUTASTERIDEDUTASTERIDE
6715SRD5A1DRUGGABLE GENOMEinhibitorCHEMBL1200969DUTASTERIDE
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