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: STEAP3

Gene summary for STEAP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STEAP3

Gene ID

55240

Gene nameSTEAP3 metalloreductase
Gene AliasAHMIO2
Cytomap2q14.2
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

A0A024RAD7


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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
55240STEAP3LZE4THumanEsophagusESCC2.14e-031.71e-010.0811
55240STEAP3LZE8THumanEsophagusESCC9.19e-041.46e-010.067
55240STEAP3LZE24THumanEsophagusESCC5.81e-072.96e-010.0596
55240STEAP3P1T-EHumanEsophagusESCC1.04e-063.44e-010.0875
55240STEAP3P2T-EHumanEsophagusESCC1.56e-081.97e-010.1177
55240STEAP3P4T-EHumanEsophagusESCC2.27e-092.76e-010.1323
55240STEAP3P5T-EHumanEsophagusESCC4.69e-153.07e-010.1327
55240STEAP3P8T-EHumanEsophagusESCC2.19e-071.36e-010.0889
55240STEAP3P9T-EHumanEsophagusESCC1.06e-031.34e-010.1131
55240STEAP3P10T-EHumanEsophagusESCC2.74e-031.03e-010.116
55240STEAP3P11T-EHumanEsophagusESCC3.43e-064.69e-010.1426
55240STEAP3P12T-EHumanEsophagusESCC2.90e-082.83e-010.1122
55240STEAP3P15T-EHumanEsophagusESCC5.25e-113.20e-010.1149
55240STEAP3P16T-EHumanEsophagusESCC3.03e-065.52e-020.1153
55240STEAP3P20T-EHumanEsophagusESCC7.95e-143.53e-010.1124
55240STEAP3P21T-EHumanEsophagusESCC3.41e-225.66e-010.1617
55240STEAP3P22T-EHumanEsophagusESCC1.15e-062.08e-010.1236
55240STEAP3P23T-EHumanEsophagusESCC1.31e-205.61e-010.108
55240STEAP3P24T-EHumanEsophagusESCC9.52e-153.59e-010.1287
55240STEAP3P26T-EHumanEsophagusESCC5.31e-132.64e-010.1276
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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:005507617EsophagusESCCtransition metal ion homeostasis87/8552138/187232.85e-052.37e-0487
GO:00550729EsophagusESCCiron ion homeostasis52/855285/187232.86e-031.21e-0252
GO:000930617EsophagusESCCprotein secretion190/8552359/187233.22e-031.34e-02190
GO:003559217EsophagusESCCestablishment of protein localization to extracellular region190/8552360/187233.77e-031.53e-02190
GO:007169210EsophagusESCCprotein localization to extracellular region193/8552368/187235.01e-031.92e-02193
GO:00335723LiverNAFLDtransferrin transport5/188210/187231.67e-031.74e-025
GO:00068262LiverNAFLDiron ion transport13/188258/187234.32e-033.55e-0213
GO:00355926LiverNAFLDestablishment of protein localization to extracellular region52/1882360/187234.80e-033.81e-0252
GO:00093066LiverNAFLDprotein secretion51/1882359/187237.17e-034.96e-0251
GO:005507612LiverHCCtransition metal ion homeostasis81/7958138/187238.87e-057.72e-0481
GO:003357211LiverHCCtransferrin transport9/795810/187232.79e-031.31e-029
GO:00000411LiverHCCtransition metal ion transport59/7958105/187233.18e-031.47e-0259
GO:003559212LiverHCCestablishment of protein localization to extracellular region176/7958360/187237.96e-033.15e-02176
GO:000930612LiverHCCprotein secretion175/7958359/187239.32e-033.57e-02175
GO:00068261LiverHCCiron ion transport34/795858/187239.66e-033.63e-0234
GO:005507211LiverHCCiron ion homeostasis47/795885/187231.17e-024.28e-0247
GO:005507610Oral cavityOSCCtransition metal ion homeostasis81/7305138/187232.13e-062.72e-0581
GO:000930610Oral cavityOSCCprotein secretion169/7305359/187231.04e-035.34e-03169
GO:003559210Oral cavityOSCCestablishment of protein localization to extracellular region169/7305360/187231.21e-036.08e-03169
GO:00716929Oral cavityOSCCprotein localization to extracellular region172/7305368/187231.40e-036.79e-03172
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0411524EsophagusESCCp53 signaling pathway65/420574/84653.88e-126.50e-113.33e-1165
hsa0421629EsophagusESCCFerroptosis33/420541/84654.58e-051.99e-041.02e-0433
hsa0411534EsophagusESCCp53 signaling pathway65/420574/84653.88e-126.50e-113.33e-1165
hsa0421638EsophagusESCCFerroptosis33/420541/84654.58e-051.99e-041.02e-0433
hsa042168LiverNAFLDFerroptosis12/104341/84652.98e-032.96e-022.39e-0212
hsa0421611LiverNAFLDFerroptosis12/104341/84652.98e-032.96e-022.39e-0212
hsa0421641LiverHCCFerroptosis33/402041/84651.42e-059.88e-055.50e-0533
hsa041156LiverHCCp53 signaling pathway46/402074/84657.64e-032.08e-021.16e-0246
hsa0421651LiverHCCFerroptosis33/402041/84651.42e-059.88e-055.50e-0533
hsa0411511LiverHCCp53 signaling pathway46/402074/84657.64e-032.08e-021.16e-0246
hsa041159Oral cavityOSCCp53 signaling pathway57/370474/84654.99e-095.07e-082.58e-0857
hsa0421620Oral cavityOSCCFerroptosis29/370441/84654.26e-041.30e-036.60e-0429
hsa0411514Oral cavityOSCCp53 signaling pathway57/370474/84654.99e-095.07e-082.58e-0857
hsa04216110Oral cavityOSCCFerroptosis29/370441/84654.26e-041.30e-036.60e-0429
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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
STEAP3SNVMissense_Mutationc.1139N>Tp.Thr380Metp.T380MQ658P3protein_codingdeleterious(0.05)benign(0.01)TCGA-A2-A0ER-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
STEAP3SNVMissense_Mutationc.1241N>Cp.Val414Alap.V414AQ658P3protein_codingtolerated(0.19)benign(0.013)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
STEAP3insertionFrame_Shift_Insnovelc.1165_1166insGp.Leu389ArgfsTer147p.L389Rfs*147Q658P3protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
STEAP3insertionNonsense_Mutationnovelc.1166_1167insGACTGTTCTGATTGGCTGCCCCGGGGCAGATATGTGAAAp.Leu389_Pro390insThrValLeuIleGlyCysProGlyAlaAspMetTerLysp.L389_P390insTVLIGCPGADM*KQ658P3protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
STEAP3SNVMissense_Mutationnovelc.1184C>Tp.Ser395Leup.S395LQ658P3protein_codingdeleterious(0.05)possibly_damaging(0.55)TCGA-VS-A9V5-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
STEAP3SNVMissense_Mutationnovelc.655C>Ap.Leu219Ilep.L219IQ658P3protein_codingdeleterious(0.01)benign(0.024)TCGA-AA-3524-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
STEAP3SNVMissense_Mutationrs748187004c.649C>Tp.Arg217Cysp.R217CQ658P3protein_codingdeleterious(0.04)benign(0.025)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
STEAP3SNVMissense_Mutationrs748187004c.649C>Tp.Arg217Cysp.R217CQ658P3protein_codingdeleterious(0.04)benign(0.025)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
STEAP3SNVMissense_Mutationnovelc.953N>Cp.Leu318Prop.L318PQ658P3protein_codingdeleterious(0)probably_damaging(0.967)TCGA-G4-6320-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
STEAP3SNVMissense_Mutationrs140512748c.307N>Tp.Arg103Trpp.R103WQ658P3protein_codingdeleterious(0)benign(0.348)TCGA-AF-4110-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyoxaliplatinSD
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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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