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: SESN1

Gene summary for SESN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SESN1

Gene ID

27244

Gene namesestrin 1
Gene AliasPA26
Cytomap6q21
Gene Typeprotein-coding
GO ID

GO:0000302

UniProtAcc

Q9Y6P5


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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
27244SESN1LZE4THumanEsophagusESCC2.98e-022.11e-010.0811
27244SESN1LZE20THumanEsophagusESCC2.52e-038.99e-020.0662
27244SESN1LZE24THumanEsophagusESCC1.48e-111.92e-010.0596
27244SESN1P2T-EHumanEsophagusESCC2.00e-234.13e-010.1177
27244SESN1P4T-EHumanEsophagusESCC8.12e-061.36e-010.1323
27244SESN1P8T-EHumanEsophagusESCC4.85e-141.58e-010.0889
27244SESN1P9T-EHumanEsophagusESCC1.57e-049.46e-020.1131
27244SESN1P10T-EHumanEsophagusESCC1.71e-131.76e-010.116
27244SESN1P11T-EHumanEsophagusESCC2.24e-071.82e-010.1426
27244SESN1P12T-EHumanEsophagusESCC2.90e-183.98e-010.1122
27244SESN1P15T-EHumanEsophagusESCC1.95e-163.79e-010.1149
27244SESN1P16T-EHumanEsophagusESCC7.92e-336.73e-010.1153
27244SESN1P20T-EHumanEsophagusESCC4.75e-112.09e-010.1124
27244SESN1P21T-EHumanEsophagusESCC2.14e-099.04e-020.1617
27244SESN1P22T-EHumanEsophagusESCC1.88e-161.73e-010.1236
27244SESN1P23T-EHumanEsophagusESCC3.39e-132.69e-010.108
27244SESN1P24T-EHumanEsophagusESCC4.01e-091.60e-010.1287
27244SESN1P26T-EHumanEsophagusESCC9.85e-182.90e-010.1276
27244SESN1P27T-EHumanEsophagusESCC1.38e-223.34e-010.1055
27244SESN1P28T-EHumanEsophagusESCC1.12e-173.30e-010.1149
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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
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:001623617EsophagusESCCmacroautophagy216/8552291/187231.94e-234.57e-21216
GO:0009896111EsophagusESCCpositive regulation of catabolic process332/8552492/187234.36e-239.22e-21332
GO:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:0031331111EsophagusESCCpositive regulation of cellular catabolic process292/8552427/187238.67e-221.53e-19292
GO:001050617EsophagusESCCregulation of autophagy220/8552317/187236.72e-186.36e-16220
GO:0071496111EsophagusESCCcellular response to external stimulus215/8552320/187234.29e-152.43e-13215
GO:0031668111EsophagusESCCcellular response to extracellular stimulus168/8552246/187234.93e-132.23e-11168
GO:0031669110EsophagusESCCcellular response to nutrient levels148/8552215/187234.58e-121.76e-10148
GO:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:0000302111EsophagusESCCresponse to reactive oxygen species150/8552222/187233.06e-111.02e-09150
GO:001624114EsophagusESCCregulation of macroautophagy102/8552141/187231.09e-103.27e-09102
GO:0009267110EsophagusESCCcellular response to starvation110/8552156/187232.63e-107.37e-09110
GO:004259419EsophagusESCCresponse to starvation133/8552197/187234.31e-101.14e-08133
GO:001050816EsophagusESCCpositive regulation of autophagy81/8552124/187237.74e-067.65e-0581
GO:19909284EsophagusESCCresponse to amino acid starvation37/855249/187232.05e-051.78e-0437
GO:00421492EsophagusESCCcellular response to glucose starvation36/855248/187233.43e-052.80e-0436
GO:00432007EsophagusESCCresponse to amino acid74/8552116/187236.23e-054.76e-0474
GO:000110110EsophagusESCCresponse to acid chemical84/8552135/187237.70e-055.74e-0484
GO:00319294EsophagusESCCTOR signaling79/8552126/187238.57e-056.21e-0479
GO:00341984EsophagusESCCcellular response to amino acid starvation34/855246/187239.39e-056.70e-0434
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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
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
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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
SESN1SNVMissense_Mutationnovelc.991G>Cp.Glu331Glnp.E331QQ9Y6P5protein_codingdeleterious(0.02)probably_damaging(0.991)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
SESN1SNVMissense_Mutationrs777845724c.1384C>Tp.Arg462Trpp.R462WQ9Y6P5protein_codingdeleterious(0.02)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SESN1SNVMissense_Mutationnovelc.509C>Tp.Pro170Leup.P170LQ9Y6P5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SESN1SNVMissense_Mutationc.293N>Tp.Arg98Ilep.R98IQ9Y6P5protein_codingdeleterious(0)possibly_damaging(0.735)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SESN1SNVMissense_Mutationc.200N>Tp.Ala67Valp.A67VQ9Y6P5protein_codingtolerated(0.51)possibly_damaging(0.546)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SESN1deletionFrame_Shift_Delnovelc.446delNp.Phe149SerfsTer6p.F149Sfs*6Q9Y6P5protein_codingTCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SESN1SNVMissense_Mutationnovelc.1499N>Cp.Val500Alap.V500AQ9Y6P5protein_codingtolerated(0.94)probably_damaging(0.98)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SESN1SNVMissense_Mutationnovelc.469N>Cp.Phe157Leup.F157LQ9Y6P5protein_codingdeleterious(0)probably_damaging(0.969)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SESN1SNVMissense_Mutationnovelc.650N>Ap.Pro217Hisp.P217HQ9Y6P5protein_codingdeleterious(0)probably_damaging(0.912)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SESN1SNVMissense_Mutationc.987N>Ap.Phe329Leup.F329LQ9Y6P5protein_codingtolerated(0.65)benign(0)TCGA-AP-A056-01Endometriumuterine 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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