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: STEAP1B

Gene summary for STEAP1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STEAP1B

Gene ID

256227

Gene nameSTEAP family member 1B
Gene AliasSTEAP1B
Cytomap7p15.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q6NZ63


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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
256227STEAP1BCCI_1HumanCervixCC7.68e-064.13e-010.528
256227STEAP1BCCI_2HumanCervixCC2.37e-065.50e-010.5249
256227STEAP1BTumorHumanCervixCC1.14e-021.16e-010.1241
256227STEAP1Bsample3HumanCervixCC2.20e-021.49e-010.1387
256227STEAP1BHTA11_3410_2000001011HumanColorectumAD3.79e-1112.33e+000.0155
256227STEAP1BHTA11_2487_2000001011HumanColorectumSER9.44e-743.41e+00-0.1808
256227STEAP1BHTA11_2951_2000001011HumanColorectumAD4.67e-353.85e+000.0216
256227STEAP1BHTA11_1938_2000001011HumanColorectumAD2.41e-693.78e+00-0.0811
256227STEAP1BHTA11_78_2000001011HumanColorectumAD6.98e-714.46e+00-0.1088
256227STEAP1BHTA11_347_2000001011HumanColorectumAD4.58e-933.94e+00-0.1954
256227STEAP1BHTA11_411_2000001011HumanColorectumSER1.07e-234.28e+00-0.2602
256227STEAP1BHTA11_2112_2000001011HumanColorectumSER4.88e-203.35e+00-0.2196
256227STEAP1BHTA11_3361_2000001011HumanColorectumAD5.04e-573.35e+00-0.1207
256227STEAP1BHTA11_83_2000001011HumanColorectumSER1.00e-583.68e+00-0.1526
256227STEAP1BHTA11_696_2000001011HumanColorectumAD1.33e-1353.80e+00-0.1464
256227STEAP1BHTA11_866_2000001011HumanColorectumAD1.80e-1153.47e+00-0.1001
256227STEAP1BHTA11_1391_2000001011HumanColorectumAD6.96e-1014.36e+00-0.059
256227STEAP1BHTA11_2992_2000001011HumanColorectumSER1.39e-363.69e+00-0.1706
256227STEAP1BHTA11_5212_2000001011HumanColorectumAD2.48e-372.85e+00-0.2061
256227STEAP1BHTA11_5216_2000001011HumanColorectumSER1.28e-363.66e+00-0.1462
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
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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
STEAP1BSNVMissense_Mutationnovelc.125T>Cp.Val42Alap.V42AQ6NZ63protein_codingtolerated_low_confidence(1)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STEAP1BSNVMissense_Mutationc.805N>Ap.Ala269Thrp.A269TQ6NZ63protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-C8-A275-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
STEAP1BSNVMissense_Mutationc.662C>Tp.Ser221Phep.S221FQ6NZ63protein_codingtolerated(0.06)probably_damaging(0.99)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
STEAP1BSNVMissense_Mutationc.997N>Tp.Asp333Tyrp.D333YQ6NZ63protein_codingpossibly_damaging(0.861)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
STEAP1BSNVMissense_Mutationnovelc.748N>Gp.Phe250Valp.F250VQ6NZ63protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
STEAP1BSNVMissense_Mutationnovelc.505N>Gp.Leu169Valp.L169VQ6NZ63protein_codingdeleterious(0.03)benign(0.193)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
STEAP1BSNVMissense_Mutationnovelc.271C>Ap.Leu91Metp.L91MQ6NZ63protein_codingtolerated(0.06)benign(0.045)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
STEAP1BSNVMissense_Mutationnovelc.360G>Ap.Met120Ilep.M120IQ6NZ63protein_codingtolerated(0.7)benign(0.08)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
STEAP1BSNVMissense_Mutationnovelc.671N>Gp.Ile224Serp.I224SQ6NZ63protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
STEAP1BSNVMissense_Mutationnovelc.719N>Ap.Ser240Tyrp.S240YQ6NZ63protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A1DV-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
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