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: SBSN

Gene summary for SBSN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SBSN

Gene ID

374897

Gene namesuprabasin
Gene AliasUNQ698
Cytomap19q13.12
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q6UWP8


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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
374897SBSNP22T-EHumanEsophagusESCC8.56e-123.71e-010.1236
374897SBSNP28T-EHumanEsophagusESCC9.44e-077.21e-010.1149
374897SBSNP38T-EHumanEsophagusESCC1.36e-127.96e-010.127
374897SBSNP52T-EHumanEsophagusESCC1.00e-241.17e+000.1555
374897SBSNP83T-EHumanEsophagusESCC2.18e-111.12e+000.1738
374897SBSNP91T-EHumanEsophagusESCC2.11e-028.04e-010.1828
374897SBSNP126T-EHumanEsophagusESCC6.92e-059.38e-010.1125
374897SBSNSYSMH2HumanOral cavityOSCC2.97e-124.70e-010.2326
374897SBSNSYSMH3HumanOral cavityOSCC5.22e-1101.87e+000.2442
374897SBSNSYSMH4HumanOral cavityOSCC8.30e-861.18e+000.1226
374897SBSNSYSMH5HumanOral cavityOSCC8.97e-577.85e-010.0647
374897SBSNP3_S6_AKHumanSkinAK1.19e-105.10e-01-0.3256
374897SBSNATC12HumanThyroidATC2.34e-185.87e-010.34
374897SBSNATC4HumanThyroidATC5.41e-216.64e-010.34
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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
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
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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
SBSNSNVMissense_Mutationrs748641353c.226G>Ap.Gly76Argp.G76RQ6UWP8protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A04D-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SBSNSNVMissense_Mutationc.1032G>Cp.Trp344Cysp.W344CQ6UWP8protein_codingtolerated(0.16)benign(0.247)TCGA-E9-A22E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
SBSNSNVMissense_Mutationnovelc.718N>Ap.Glu240Lysp.E240KQ6UWP8protein_codingtolerated(0.05)benign(0.217)TCGA-E9-A6HE-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinCR
SBSNSNVMissense_Mutationrs755643796c.469N>Ap.Asp157Asnp.D157NQ6UWP8protein_codingtolerated(0.4)benign(0)TCGA-C5-A7CG-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SBSNSNVMissense_Mutationc.1208N>Ap.Arg403Lysp.R403KQ6UWP8protein_codingtolerated(1)benign(0)TCGA-EA-A3HR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SBSNSNVMissense_Mutationnovelc.421G>Ap.Gly141Argp.G141RQ6UWP8protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SBSNSNVMissense_Mutationc.1340N>Ap.Gly447Glup.G447EQ6UWP8protein_codingdeleterious(0)probably_damaging(0.961)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SBSNSNVMissense_Mutationc.311G>Tp.Gly104Valp.G104VQ6UWP8protein_codingtolerated(0.09)probably_damaging(1)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
SBSNSNVMissense_Mutationc.1420G>Tp.Asp474Tyrp.D474YQ6UWP8protein_codingdeleterious(0)possibly_damaging(0.515)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SBSNSNVMissense_Mutationrs774871425c.113G>Ap.Arg38Glnp.R38QQ6UWP8protein_codingtolerated(0.11)probably_damaging(0.996)TCGA-AD-5900-01Colorectumcolon 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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