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: SESN3

Gene summary for SESN3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SESN3

Gene ID

143686

Gene namesestrin 3
Gene AliasSEST3
Cytomap11q21
Gene Typeprotein-coding
GO ID

GO:0000302

UniProtAcc

P58005


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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
143686SESN3LZE4THumanEsophagusESCC1.49e-096.35e-010.0811
143686SESN3LZE8THumanEsophagusESCC2.11e-02-7.84e-020.067
143686SESN3LZE22D1HumanEsophagusHGIN2.85e-02-1.22e-010.0595
143686SESN3LZE22THumanEsophagusESCC2.99e-033.46e-020.068
143686SESN3LZE24THumanEsophagusESCC3.64e-128.05e-010.0596
143686SESN3LZE21THumanEsophagusESCC7.33e-048.28e-030.0655
143686SESN3LZE6THumanEsophagusESCC4.72e-02-1.57e-010.0845
143686SESN3P2T-EHumanEsophagusESCC2.43e-091.24e-010.1177
143686SESN3P4T-EHumanEsophagusESCC8.73e-531.97e+000.1323
143686SESN3P5T-EHumanEsophagusESCC4.67e-286.56e-010.1327
143686SESN3P8T-EHumanEsophagusESCC1.45e-134.22e-010.0889
143686SESN3P9T-EHumanEsophagusESCC2.20e-114.00e-010.1131
143686SESN3P10T-EHumanEsophagusESCC4.50e-205.16e-010.116
143686SESN3P11T-EHumanEsophagusESCC1.18e-088.22e-010.1426
143686SESN3P12T-EHumanEsophagusESCC5.70e-339.21e-010.1122
143686SESN3P15T-EHumanEsophagusESCC8.53e-197.06e-010.1149
143686SESN3P16T-EHumanEsophagusESCC4.06e-131.99e-010.1153
143686SESN3P20T-EHumanEsophagusESCC8.11e-103.25e-010.1124
143686SESN3P21T-EHumanEsophagusESCC6.92e-278.64e-010.1617
143686SESN3P22T-EHumanEsophagusESCC9.08e-282.75e-010.1236
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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
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:001623912ThyroidATCpositive regulation of macroautophagy37/629363/187233.73e-053.05e-0437
GO:000828618ThyroidATCinsulin receptor signaling pathway60/6293116/187234.20e-053.40e-0460
GO:004320022ThyroidATCresponse to amino acid58/6293116/187231.88e-041.26e-0358
GO:007122922ThyroidATCcellular response to acid chemical42/629380/187233.75e-042.29e-0342
GO:199092813ThyroidATCresponse to amino acid starvation28/629349/187236.01e-043.43e-0328
GO:007123022ThyroidATCcellular response to amino acid stimulus37/629371/187239.80e-045.21e-0337
GO:003192911ThyroidATCTOR signaling59/6293126/187231.39e-037.19e-0359
GO:003350024ThyroidATCcarbohydrate homeostasis109/6293259/187232.56e-031.18e-02109
GO:003419813ThyroidATCcellular response to amino acid starvation25/629346/187233.00e-031.36e-0225
GO:004259325ThyroidATCglucose homeostasis108/6293258/187233.27e-031.47e-02108
GO:00382031ThyroidATCTORC2 signaling9/629312/187234.10e-031.75e-029
GO:004349116ThyroidATCprotein kinase B signaling87/6293211/187231.20e-024.27e-0287
GO:1902882110ThyroidATCregulation of response to oxidative stress44/629398/187231.30e-024.55e-0244
GO:00421493ThyroidATCcellular response to glucose starvation24/629348/187231.37e-024.77e-0224
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0411510EsophagusHGINp53 signaling pathway21/138374/84656.25e-034.25e-023.37e-0221
hsa0411515EsophagusHGINp53 signaling pathway21/138374/84656.25e-034.25e-023.37e-0221
hsa0411524EsophagusESCCp53 signaling pathway65/420574/84653.88e-126.50e-113.33e-1165
hsa0421114EsophagusESCCLongevity regulating pathway58/420589/84652.19e-036.16e-033.16e-0358
hsa0411534EsophagusESCCp53 signaling pathway65/420574/84653.88e-126.50e-113.33e-1165
hsa0421115EsophagusESCCLongevity regulating pathway58/420589/84652.19e-036.16e-033.16e-0358
hsa041159Oral cavityOSCCp53 signaling pathway57/370474/84654.99e-095.07e-082.58e-0857
hsa0421110Oral cavityOSCCLongevity regulating pathway54/370489/84659.24e-042.65e-031.35e-0354
hsa0411514Oral cavityOSCCp53 signaling pathway57/370474/84654.99e-095.07e-082.58e-0857
hsa0421113Oral cavityOSCCLongevity regulating pathway54/370489/84659.24e-042.65e-031.35e-0354
hsa0411523Oral cavityLPp53 signaling pathway38/241874/84652.82e-051.92e-041.24e-0438
hsa0411533Oral cavityLPp53 signaling pathway38/241874/84652.82e-051.92e-041.24e-0438
hsa041158ProstateBPHp53 signaling pathway30/171874/84655.15e-053.40e-042.10e-0430
hsa042119ProstateBPHLongevity regulating pathway27/171889/84651.57e-024.42e-022.73e-0227
hsa0411513ProstateBPHp53 signaling pathway30/171874/84655.15e-053.40e-042.10e-0430
hsa0421112ProstateBPHLongevity regulating pathway27/171889/84651.57e-024.42e-022.73e-0227
hsa0411522ProstateTumorp53 signaling pathway29/179174/84652.99e-041.65e-031.02e-0329
hsa0411532ProstateTumorp53 signaling pathway29/179174/84652.99e-041.65e-031.02e-0329
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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
SESN3SNVMissense_Mutationnovelc.474N>Gp.Ile158Metp.I158MP58005protein_codingdeleterious(0)possibly_damaging(0.859)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SESN3SNVMissense_Mutationc.494N>Ap.Arg165Glnp.R165QP58005protein_codingdeleterious(0.04)probably_damaging(0.997)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SESN3SNVMissense_Mutationnovelc.343G>Ap.Ala115Thrp.A115TP58005protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SESN3SNVMissense_Mutationc.128N>Gp.Phe43Cysp.F43CP58005protein_codingdeleterious(0)probably_damaging(0.998)TCGA-FU-A3TX-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SESN3SNVMissense_Mutationc.193G>Cp.Glu65Glnp.E65QP58005protein_codingtolerated(0.1)probably_damaging(0.933)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SESN3SNVMissense_Mutationrs746291519c.866G>Ap.Arg289Hisp.R289HP58005protein_codingdeleterious(0.01)benign(0.071)TCGA-AA-3819-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SESN3SNVMissense_Mutationnovelc.651N>Gp.Asp217Glup.D217EP58005protein_codingtolerated(0.17)benign(0.003)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SESN3SNVMissense_Mutationc.892C>Ap.Leu298Ilep.L298IP58005protein_codingtolerated(0.18)probably_damaging(0.992)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SESN3SNVMissense_Mutationc.557N>Ap.Ser186Tyrp.S186YP58005protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SESN3SNVMissense_Mutationc.292N>Tp.Arg98Cysp.R98CP58005protein_codingdeleterious(0.01)probably_damaging(0.963)TCGA-D5-6928-01Colorectumcolon 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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