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: SNX25

Gene summary for SNX25

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNX25

Gene ID

83891

Gene namesorting nexin 25
Gene AliasMSTP043
Cytomap4q35.1
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q9H3E2


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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
83891SNX25TD9HumanLungIAC3.61e-055.11e-010.088
83891SNX25RNA-P17T-P17T-2HumanLungIAC1.25e-034.04e-020.3371
83891SNX25RNA-P17T-P17T-6HumanLungIAC1.19e-041.87e-010.3385
83891SNX25RNA-P17T-P17T-8HumanLungIAC4.86e-055.07e-020.3329
83891SNX25RNA-P25T1-P25T1-1HumanLungAIS1.22e-137.53e-01-0.2116
83891SNX25RNA-P25T1-P25T1-3HumanLungAIS5.86e-097.14e-01-0.2107
83891SNX25RNA-P25T1-P25T1-4HumanLungAIS2.24e-208.92e-01-0.2119
83891SNX25RNA-P6T1-P6T1-3HumanLungMIAC4.18e-027.88e-01-0.0296
83891SNX25RNA-P6T1-P6T1-4HumanLungMIAC2.23e-046.38e-01-0.0263
83891SNX25RNA-P6T2-P6T2-1HumanLungIAC1.04e-238.32e-01-0.0166
83891SNX25RNA-P6T2-P6T2-2HumanLungIAC9.65e-359.17e-01-0.0132
83891SNX25RNA-P6T2-P6T2-3HumanLungIAC2.59e-308.50e-01-0.013
83891SNX25RNA-P6T2-P6T2-4HumanLungIAC4.73e-328.96e-01-0.0121
83891SNX25RNA-P7T1-P7T1-1HumanLungAIS2.27e-076.44e-01-0.0961
83891SNX25RNA-P7T1-P7T1-2HumanLungAIS3.79e-096.62e-01-0.0876
83891SNX25RNA-P7T1-P7T1-3HumanLungAIS8.55e-035.50e-01-0.0822
83891SNX25RNA-P7T1-P7T1-4HumanLungAIS9.49e-055.64e-01-0.0809
83891SNX25male-WTAHumanThyroidPTC1.22e-222.18e-010.1037
83891SNX25PTC01HumanThyroidPTC4.42e-152.95e-010.1899
83891SNX25PTC03HumanThyroidPTC1.05e-022.48e-010.1784
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:190384412LungAISregulation of cellular response to transforming growth factor beta stimulus25/1849131/187239.61e-041.27e-0225
GO:000717812LungAIStransmembrane receptor protein serine/threonine kinase signaling pathway53/1849355/187231.51e-031.82e-0253
GO:001701512LungAISregulation of transforming growth factor beta receptor signaling pathway24/1849128/187231.55e-031.82e-0224
GO:00305121LungAISnegative regulation of transforming growth factor beta receptor signaling pathway17/184981/187232.09e-032.28e-0217
GO:0090101LungAISnegative regulation of transmembrane receptor protein serine/threonine kinase signaling pathway23/1849131/187234.54e-034.00e-0223
GO:007155922LungMIACresponse to transforming growth factor beta28/967256/187231.51e-045.95e-0328
GO:007156022LungMIACcellular response to transforming growth factor beta stimulus26/967250/187235.59e-041.42e-0226
GO:004311222LungMIACreceptor metabolic process19/967166/187239.61e-042.03e-0219
GO:004593632LungMIACnegative regulation of phosphate metabolic process38/967441/187231.44e-032.54e-0238
GO:001056332LungMIACnegative regulation of phosphorus metabolic process38/967442/187231.50e-032.60e-0238
GO:004232632LungMIACnegative regulation of phosphorylation33/967385/187233.11e-034.17e-0233
GO:0010563113ThyroidPTCnegative regulation of phosphorus metabolic process219/5968442/187234.47e-153.07e-13219
GO:0045936113ThyroidPTCnegative regulation of phosphate metabolic process218/5968441/187237.08e-154.75e-13218
GO:0001933113ThyroidPTCnegative regulation of protein phosphorylation173/5968342/187233.46e-131.75e-11173
GO:0042326113ThyroidPTCnegative regulation of phosphorylation189/5968385/187231.00e-124.64e-11189
GO:007155919ThyroidPTCresponse to transforming growth factor beta131/5968256/187239.20e-113.17e-09131
GO:007156019ThyroidPTCcellular response to transforming growth factor beta stimulus126/5968250/187237.34e-102.19e-08126
GO:000717919ThyroidPTCtransforming growth factor beta receptor signaling pathway104/5968198/187231.20e-093.47e-08104
GO:001701515ThyroidPTCregulation of transforming growth factor beta receptor signaling pathway69/5968128/187231.92e-073.51e-0669
GO:190384415ThyroidPTCregulation of cellular response to transforming growth factor beta stimulus70/5968131/187232.47e-074.31e-0670
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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
SNX25SNVMissense_Mutationrs754322566c.2258N>Tp.Ala753Valp.A753VQ9H3E2protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SNX25SNVMissense_Mutationc.157G>Ap.Val53Metp.V53MQ9H3E2protein_codingdeleterious(0.03)benign(0.074)TCGA-A2-A0YJ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
SNX25SNVMissense_Mutationnovelc.2029N>Gp.Arg677Glyp.R677GQ9H3E2protein_codingdeleterious(0.01)benign(0.045)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
SNX25SNVMissense_Mutationc.2170N>Ap.Asp724Asnp.D724NQ9H3E2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SNX25SNVMissense_Mutationc.530N>Tp.Ala177Valp.A177VQ9H3E2protein_codingdeleterious(0)possibly_damaging(0.449)TCGA-AR-A1AP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
SNX25SNVMissense_Mutationc.574G>Ap.Asp192Asnp.D192NQ9H3E2protein_codingdeleterious(0.01)benign(0.11)TCGA-BH-A0BV-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
SNX25SNVMissense_Mutationc.2043N>Tp.Leu681Phep.L681FQ9H3E2protein_codingdeleterious(0.01)possibly_damaging(0.647)TCGA-E9-A1NA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SNX25insertionFrame_Shift_Insnovelc.2256_2257insTATATATATAGAATCTGTCTAATGACTAACGAAATGGGGTTGTp.Ala753TyrfsTer39p.A753Yfs*39Q9H3E2protein_codingTCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SNX25SNVMissense_Mutationrs779242791c.629C>Tp.Ala210Valp.A210VQ9H3E2protein_codingdeleterious(0.03)probably_damaging(0.994)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SNX25SNVMissense_Mutationc.1216N>Cp.Glu406Glnp.E406QQ9H3E2protein_codingtolerated(0.15)benign(0.003)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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