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: STEAP2

Gene summary for STEAP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STEAP2

Gene ID

261729

Gene nameSTEAP2 metalloreductase
Gene AliasIPCA1
Cytomap7q21.13
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

B3KS24


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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
261729STEAP2LZE24THumanEsophagusESCC1.00e-028.64e-020.0596
261729STEAP2LZE21THumanEsophagusESCC6.24e-032.42e-010.0655
261729STEAP2P1T-EHumanEsophagusESCC5.94e-052.43e-010.0875
261729STEAP2P2T-EHumanEsophagusESCC3.57e-253.69e-010.1177
261729STEAP2P4T-EHumanEsophagusESCC6.43e-154.03e-010.1323
261729STEAP2P8T-EHumanEsophagusESCC1.15e-082.63e-010.0889
261729STEAP2P9T-EHumanEsophagusESCC2.23e-123.45e-010.1131
261729STEAP2P10T-EHumanEsophagusESCC4.92e-163.73e-010.116
261729STEAP2P12T-EHumanEsophagusESCC9.40e-163.58e-010.1122
261729STEAP2P15T-EHumanEsophagusESCC3.01e-134.14e-010.1149
261729STEAP2P16T-EHumanEsophagusESCC1.54e-458.52e-010.1153
261729STEAP2P20T-EHumanEsophagusESCC2.93e-195.03e-010.1124
261729STEAP2P21T-EHumanEsophagusESCC1.21e-067.90e-020.1617
261729STEAP2P22T-EHumanEsophagusESCC9.53e-152.41e-010.1236
261729STEAP2P23T-EHumanEsophagusESCC3.95e-052.69e-010.108
261729STEAP2P24T-EHumanEsophagusESCC2.02e-031.41e-010.1287
261729STEAP2P26T-EHumanEsophagusESCC9.31e-101.00e-010.1276
261729STEAP2P27T-EHumanEsophagusESCC2.22e-141.76e-010.1055
261729STEAP2P28T-EHumanEsophagusESCC1.66e-061.21e-010.1149
261729STEAP2P36T-EHumanEsophagusESCC2.08e-104.54e-010.1187
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:000689215EsophagusESCCpost-Golgi vesicle-mediated transport82/8552104/187234.00e-121.55e-1082
GO:009887615EsophagusESCCvesicle-mediated transport to the plasma membrane99/8552136/187231.13e-103.39e-0999
GO:000689315EsophagusESCCGolgi to plasma membrane transport48/855260/187235.11e-089.16e-0748
GO:005507617EsophagusESCCtransition metal ion homeostasis87/8552138/187232.85e-052.37e-0487
GO:00469169EsophagusESCCcellular transition metal ion homeostasis70/8552115/187237.28e-043.79e-0370
GO:00550729EsophagusESCCiron ion homeostasis52/855285/187232.86e-031.21e-0252
GO:004819310ProstateBPHGolgi vesicle transport102/3107296/187233.90e-144.56e-12102
GO:00988768ProstateBPHvesicle-mediated transport to the plasma membrane43/3107136/187231.11e-051.51e-0443
GO:00550769ProstateBPHtransition metal ion homeostasis43/3107138/187231.66e-052.07e-0443
GO:00068928ProstateBPHpost-Golgi vesicle-mediated transport34/3107104/187234.14e-054.43e-0434
GO:00550727ProstateBPHiron ion homeostasis29/310785/187236.22e-056.23e-0429
GO:00469167ProstateBPHcellular transition metal ion homeostasis35/3107115/187231.64e-041.42e-0335
GO:00068793ProstateBPHcellular iron ion homeostasis21/310767/187232.09e-031.17e-0221
GO:00068937ProstateBPHGolgi to plasma membrane transport19/310760/187232.94e-031.54e-0219
GO:0006825ProstateBPHcopper ion transport7/310715/187236.42e-032.91e-027
GO:004819314ProstateTumorGolgi vesicle transport105/3246296/187233.55e-144.33e-12105
GO:005507615ProstateTumortransition metal ion homeostasis45/3246138/187239.11e-061.33e-0445
GO:005507213ProstateTumoriron ion homeostasis31/324685/187231.89e-052.47e-0431
GO:000689213ProstateTumorpost-Golgi vesicle-mediated transport35/3246104/187234.14e-054.70e-0435
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0497814ProstateBPHMineral absorption20/171860/84651.22e-023.61e-022.23e-0220
hsa0497815ProstateBPHMineral absorption20/171860/84651.22e-023.61e-022.23e-0220
hsa04978StomachGCMineral absorption15/70860/84658.88e-059.80e-046.90e-0415
hsa049781StomachGCMineral absorption15/70860/84658.88e-059.80e-046.90e-0415
hsa049782StomachCAG with IMMineral absorption12/64060/84651.52e-031.01e-027.10e-0312
hsa049783StomachCAG with IMMineral absorption12/64060/84651.52e-031.01e-027.10e-0312
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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
STEAP2SNVMissense_Mutationnovelc.551N>Gp.Gln184Argp.Q184RQ8NFT2protein_codingtolerated(0.51)benign(0.003)TCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
STEAP2SNVMissense_Mutationc.917N>Ap.Gly306Glup.G306EQ8NFT2protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
STEAP2SNVMissense_Mutationc.1157T>Cp.Leu386Serp.L386SQ8NFT2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
STEAP2SNVMissense_Mutationc.1051N>Ap.Glu351Lysp.E351KQ8NFT2protein_codingtolerated(0.17)probably_damaging(0.997)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
STEAP2insertionNonsense_Mutationnovelc.346_347insCTTTTTAAAAAATGGTTTTTCTTTCTTCTCTTGTCTp.Val116delinsAlaPheTerLysMetValPheLeuSerSerLeuValLeup.V116delinsAF*KMVFLSSLVLQ8NFT2protein_codingTCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STEAP2insertionNonsense_Mutationnovelc.1453_1454insCAATGCTTTAAACTGGAGAGAATTCAGTTTTATTCp.Glu485AlafsTer4p.E485Afs*4Q8NFT2protein_codingTCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
STEAP2SNVMissense_Mutationnovelc.1142N>Tp.Ser381Leup.S381LQ8NFT2protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A9V5-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
STEAP2deletionFrame_Shift_Delnovelc.1288_1307delNNNNNNNNNNNNNNNNNNNNp.Pro430CysfsTer10p.P430Cfs*10Q8NFT2protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
STEAP2SNVMissense_Mutationc.1106G>Ap.Gly369Aspp.G369DQ8NFT2protein_codingtolerated(0.13)probably_damaging(0.998)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
STEAP2SNVMissense_Mutationnovelc.380N>Gp.Glu127Glyp.E127GQ8NFT2protein_codingdeleterious(0.01)benign(0.068)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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