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: SRPX

Gene summary for SRPX

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRPX

Gene ID

8406

Gene namesushi repeat containing protein X-linked
Gene AliasDRS
CytomapXp11.4
Gene Typeprotein-coding
GO ID

GO:0001845

UniProtAcc

P78539


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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
8406SRPXP10T-EHumanEsophagusESCC7.40e-071.43e-010.116
8406SRPXP15T-EHumanEsophagusESCC9.10e-04-4.40e-020.1149
8406SRPXP16T-EHumanEsophagusESCC5.53e-111.77e-010.1153
8406SRPXP19T-EHumanEsophagusESCC1.47e-026.49e-010.1662
8406SRPXP21T-EHumanEsophagusESCC1.45e-123.49e-010.1617
8406SRPXP24T-EHumanEsophagusESCC5.93e-063.60e-010.1287
8406SRPXP26T-EHumanEsophagusESCC1.51e-401.08e+000.1276
8406SRPXP28T-EHumanEsophagusESCC4.44e-062.89e-010.1149
8406SRPXP31T-EHumanEsophagusESCC4.59e-02-1.64e-020.1251
8406SRPXP32T-EHumanEsophagusESCC1.69e-641.42e+000.1666
8406SRPXP37T-EHumanEsophagusESCC1.22e-612.19e+000.1371
8406SRPXP39T-EHumanEsophagusESCC3.93e-02-6.65e-020.0894
8406SRPXP40T-EHumanEsophagusESCC6.26e-077.49e-010.109
8406SRPXP44T-EHumanEsophagusESCC2.67e-043.20e-010.1096
8406SRPXP52T-EHumanEsophagusESCC5.07e-217.67e-010.1555
8406SRPXP76T-EHumanEsophagusESCC6.37e-257.27e-010.1207
8406SRPXP83T-EHumanEsophagusESCC1.08e-115.20e-010.1738
8406SRPXP89T-EHumanEsophagusESCC1.89e-065.25e-010.1752
8406SRPXP91T-EHumanEsophagusESCC2.53e-091.34e+000.1828
8406SRPXC04HumanOral cavityOSCC5.51e-046.10e-010.2633
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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
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:0034329ColorectumADcell junction assembly136/3918420/187232.02e-081.15e-06136
GO:0001667ColorectumADameboidal-type cell migration137/3918475/187232.17e-054.33e-04137
GO:0090132ColorectumADepithelium migration105/3918360/187231.18e-041.73e-03105
GO:0010632ColorectumADregulation of epithelial cell migration88/3918292/187231.19e-041.75e-0388
GO:0010631ColorectumADepithelial cell migration104/3918357/187231.33e-041.90e-03104
GO:0090130ColorectumADtissue migration105/3918365/187232.10e-042.77e-03105
GO:0010634ColorectumADpositive regulation of epithelial cell migration56/3918176/187234.51e-045.03e-0356
GO:1901888ColorectumADregulation of cell junction assembly61/3918204/187231.50e-031.27e-0261
GO:0043542ColorectumADendothelial cell migration78/3918279/187232.97e-032.22e-0278
GO:0050808ColorectumADsynapse organization112/3918426/187234.25e-032.92e-02112
GO:0050807ColorectumADregulation of synapse organization60/3918211/187235.67e-033.64e-0260
GO:0010595ColorectumADpositive regulation of endothelial cell migration40/3918133/187238.01e-034.73e-0240
GO:00343292ColorectumMSScell junction assembly120/3467420/187232.51e-071.07e-05120
GO:00016672ColorectumMSSameboidal-type cell migration120/3467475/187231.37e-042.05e-03120
GO:00901322ColorectumMSSepithelium migration93/3467360/187233.30e-044.24e-0393
GO:00106312ColorectumMSSepithelial cell migration92/3467357/187233.87e-044.86e-0392
GO:00106322ColorectumMSSregulation of epithelial cell migration77/3467292/187235.39e-046.04e-0377
GO:00901302ColorectumMSStissue migration93/3467365/187235.42e-046.06e-0393
GO:00106342ColorectumMSSpositive regulation of epithelial cell migration50/3467176/187238.50e-048.75e-0350
GO:00435422ColorectumMSSendothelial cell migration70/3467279/187233.69e-032.71e-0270
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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
SRPXSNVMissense_Mutationc.614N>Tp.Thr205Ilep.T205IP78539protein_codingdeleterious(0.02)possibly_damaging(0.792)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRPXinsertionNonsense_Mutationnovelc.1228_1229insAGGGGGTCTGAGTCTTTGACTp.Pro410delinsGlnGlyValTerValPheAspSerp.P410delinsQGV*VFDSP78539protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
SRPXinsertionIn_Frame_Insnovelc.1226_1227insGATTGGp.Ile409delinsMetIleGlyp.I409delinsMIGP78539protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
SRPXSNVMissense_Mutationnovelc.76C>Gp.Pro26Alap.P26AP78539protein_codingtolerated(0.76)benign(0.003)TCGA-JW-AAVH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SRPXSNVMissense_Mutationc.375N>Ap.Met125Ilep.M125IP78539protein_codingtolerated(0.17)probably_damaging(0.977)TCGA-A6-5659-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SRPXSNVMissense_Mutationc.391N>Cp.Phe131Leup.F131LP78539protein_codingtolerated(0.13)possibly_damaging(0.524)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SRPXSNVMissense_Mutationc.569N>Ap.Arg190Hisp.R190HP78539protein_codingdeleterious(0)possibly_damaging(0.841)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SRPXSNVMissense_Mutationrs761387679c.263N>Ap.Arg88Hisp.R88HP78539protein_codingtolerated(0.14)possibly_damaging(0.882)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SRPXSNVMissense_Mutationc.793C>Ap.Leu265Ilep.L265IP78539protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-CA-6715-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinCR
SRPXSNVMissense_Mutationrs771233820c.197N>Tp.Asp66Valp.D66VP78539protein_codingtolerated(0.17)benign(0.227)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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