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: SRXN1

Gene summary for SRXN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRXN1

Gene ID

140809

Gene namesulfiredoxin 1
Gene AliasC20orf139
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0006950

UniProtAcc

Q9BYN0


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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
140809SRXN1LZE2THumanEsophagusESCC3.55e-169.30e-010.082
140809SRXN1LZE4THumanEsophagusESCC6.29e-205.07e-010.0811
140809SRXN1LZE7THumanEsophagusESCC3.98e-062.84e-010.0667
140809SRXN1LZE22THumanEsophagusESCC1.57e-021.93e-010.068
140809SRXN1LZE24THumanEsophagusESCC4.15e-021.14e-010.0596
140809SRXN1LZE21THumanEsophagusESCC9.73e-053.00e-010.0655
140809SRXN1P4T-EHumanEsophagusESCC6.14e-112.61e-010.1323
140809SRXN1P9T-EHumanEsophagusESCC4.11e-154.57e-010.1131
140809SRXN1P11T-EHumanEsophagusESCC2.46e-021.31e-010.1426
140809SRXN1P12T-EHumanEsophagusESCC1.78e-031.19e-010.1122
140809SRXN1P15T-EHumanEsophagusESCC1.22e-082.14e-010.1149
140809SRXN1P20T-EHumanEsophagusESCC5.73e-031.27e-010.1124
140809SRXN1P21T-EHumanEsophagusESCC1.97e-102.61e-010.1617
140809SRXN1P22T-EHumanEsophagusESCC1.88e-041.11e-010.1236
140809SRXN1P23T-EHumanEsophagusESCC1.99e-082.21e-010.108
140809SRXN1P24T-EHumanEsophagusESCC9.44e-071.82e-010.1287
140809SRXN1P28T-EHumanEsophagusESCC1.35e-234.84e-010.1149
140809SRXN1P30T-EHumanEsophagusESCC1.85e-331.27e+000.137
140809SRXN1P32T-EHumanEsophagusESCC1.97e-102.97e-010.1666
140809SRXN1P39T-EHumanEsophagusESCC9.02e-112.48e-010.0894
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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
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
∗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:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:0062197111EsophagusESCCcellular response to chemical stress234/8552337/187235.37e-195.97e-17234
GO:0034599111EsophagusESCCcellular response to oxidative stress197/8552288/187233.76e-152.15e-13197
GO:000963620EsophagusESCCresponse to toxic substance150/8552262/187231.00e-047.12e-04150
GO:1990748110EsophagusESCCcellular detoxification70/8552116/187231.02e-035.17e-0370
GO:0097237110EsophagusESCCcellular response to toxic substance72/8552124/187233.65e-031.49e-0272
GO:0098869110EsophagusESCCcellular oxidant detoxification60/8552101/187233.76e-031.53e-0260
GO:000697922LiverHCCresponse to oxidative stress281/7958446/187239.75e-191.24e-16281
GO:006219722LiverHCCcellular response to chemical stress216/7958337/187236.86e-165.44e-14216
GO:003459922LiverHCCcellular response to oxidative stress183/7958288/187233.65e-131.93e-11183
GO:000963622LiverHCCresponse to toxic substance153/7958262/187231.37e-072.58e-06153
GO:199074812LiverHCCcellular detoxification70/7958116/187237.87e-057.02e-0470
GO:009723712LiverHCCcellular response to toxic substance74/7958124/187238.36e-057.36e-0474
GO:009875412LiverHCCdetoxification87/7958152/187231.70e-041.35e-0387
GO:009886912LiverHCCcellular oxidant detoxification59/7958101/187239.00e-045.31e-0359
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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
SRXN1SNVMissense_Mutationrs375211313c.238N>Ap.Asp80Asnp.D80NQ9BYN0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRXN1SNVMissense_Mutationrs758013735c.308N>Tp.Ala103Valp.A103VQ9BYN0protein_codingtolerated(0.22)possibly_damaging(0.482)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRXN1SNVMissense_Mutationc.338N>Ap.Ile113Asnp.I113NQ9BYN0protein_codingdeleterious(0)probably_damaging(1)TCGA-AO-A0JJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophospamideSD
SRXN1SNVMissense_Mutationc.331N>Ap.Glu111Lysp.E111KQ9BYN0protein_codingtolerated(0.29)benign(0.058)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
SRXN1SNVMissense_Mutationnovelc.349N>Tp.Leu117Phep.L117FQ9BYN0protein_codingdeleterious(0)probably_damaging(0.981)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SRXN1SNVMissense_Mutationrs781543846c.301N>Tp.Arg101Cysp.R101CQ9BYN0protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SRXN1SNVMissense_Mutationc.256N>Tp.Gly86Trpp.G86WQ9BYN0protein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SRXN1SNVMissense_Mutationrs777286381c.307G>Ap.Ala103Thrp.A103TQ9BYN0protein_codingtolerated(0.26)benign(0.313)TCGA-A5-A0VP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRXN1SNVMissense_Mutationrs144940742c.343N>Ap.Ala115Thrp.A115TQ9BYN0protein_codingdeleterious(0)probably_damaging(0.985)TCGA-B5-A11Y-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SRXN1SNVMissense_Mutationrs777286381c.307N>Ap.Ala103Thrp.A103TQ9BYN0protein_codingtolerated(0.26)benign(0.313)TCGA-2Y-A9GU-01Liverliver hepatocellular 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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