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: SRPX2

Gene summary for SRPX2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRPX2

Gene ID

27286

Gene namesushi repeat containing protein X-linked 2
Gene AliasBPP
CytomapXq22.1
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

O60687


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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
27286SRPX2HTA11_347_2000001011HumanColorectumAD2.34e-166.36e-01-0.1954
27286SRPX2HTA11_696_2000001011HumanColorectumAD6.82e-083.47e-01-0.1464
27286SRPX2HTA11_7469_2000001011HumanColorectumAD2.77e-181.81e+00-0.0124
27286SRPX2HTA11_99999971662_82457HumanColorectumMSS8.57e-042.54e-010.3859
27286SRPX2HTA11_99999973899_84307HumanColorectumMSS2.60e-033.49e-010.2585
27286SRPX2HTA11_99999974143_84620HumanColorectumMSS5.53e-042.54e-010.3005
27286SRPX2A001-C-108HumanColorectumFAP3.61e-02-1.05e-01-0.0272
27286SRPX2A015-C-104HumanColorectumFAP3.61e-02-1.11e-01-0.1899
27286SRPX2A001-C-203HumanColorectumFAP1.71e-02-1.11e-01-0.0481
27286SRPX2LZE8THumanEsophagusESCC1.37e-021.48e-010.067
27286SRPX2LZE20THumanEsophagusESCC2.62e-073.54e-010.0662
27286SRPX2LZE24THumanEsophagusESCC2.80e-022.65e-010.0596
27286SRPX2LZE21THumanEsophagusESCC1.63e-045.40e-010.0655
27286SRPX2P1T-EHumanEsophagusESCC1.29e-065.92e-010.0875
27286SRPX2P5T-EHumanEsophagusESCC4.17e-051.36e-010.1327
27286SRPX2P8T-EHumanEsophagusESCC1.59e-307.14e-010.0889
27286SRPX2P9T-EHumanEsophagusESCC6.72e-093.07e-010.1131
27286SRPX2P11T-EHumanEsophagusESCC3.20e-054.83e-010.1426
27286SRPX2P15T-EHumanEsophagusESCC2.67e-021.10e-010.1149
27286SRPX2P19T-EHumanEsophagusESCC1.53e-108.71e-010.1662
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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:001063120EsophagusESCCepithelial cell migration187/8552357/187236.05e-032.23e-02187
GO:009013220EsophagusESCCepithelium migration188/8552360/187236.96e-032.54e-02188
GO:009013020EsophagusESCCtissue migration190/8552365/187237.91e-032.82e-02190
GO:190188810EsophagusESCCregulation of cell junction assembly109/8552204/187231.53e-024.96e-02109
GO:000166721LiverHCCameboidal-type cell migration226/7958475/187231.35e-024.81e-02226
GO:000166731ThyroidATCameboidal-type cell migration228/6293475/187233.72e-111.22e-09228
GO:001063131ThyroidATCepithelial cell migration169/6293357/187234.21e-087.69e-07169
GO:009013031ThyroidATCtissue migration171/6293365/187238.55e-081.47e-06171
GO:009013231ThyroidATCepithelium migration169/6293360/187238.57e-081.47e-06169
GO:001063432ThyroidATCpositive regulation of epithelial cell migration92/6293176/187232.38e-073.70e-0692
GO:001063231ThyroidATCregulation of epithelial cell migration137/6293292/187231.44e-061.77e-05137
GO:003432924ThyroidATCcell junction assembly187/6293420/187231.71e-062.08e-05187
GO:005196014ThyroidATCregulation of nervous system development195/6293443/187232.62e-063.06e-05195
GO:005196221ThyroidATCpositive regulation of nervous system development126/6293272/187238.17e-068.27e-05126
GO:004354231ThyroidATCendothelial cell migration127/6293279/187232.14e-051.91e-04127
GO:001059531ThyroidATCpositive regulation of endothelial cell migration67/6293133/187234.61e-053.70e-0467
GO:190188818ThyroidATCregulation of cell junction assembly94/6293204/187231.38e-049.65e-0494
GO:001059431ThyroidATCregulation of endothelial cell migration102/6293232/187236.17e-043.51e-03102
GO:005080712ThyroidATCregulation of synapse organization87/6293211/187231.20e-024.27e-0287
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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
SRPX2SNVMissense_Mutationnovelc.817N>Tp.Gly273Cysp.G273CO60687protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
SRPX2SNVMissense_Mutationc.517G>Cp.Glu173Glnp.E173QO60687protein_codingtolerated(0.45)benign(0.037)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SRPX2SNVMissense_Mutationrs771790252c.568N>Tp.Arg190Cysp.R190CO60687protein_codingdeleterious(0)probably_damaging(0.993)TCGA-GM-A2DC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyxelodaCR
SRPX2SNVMissense_Mutationrs370080258c.553N>Tp.Arg185Cysp.R185CO60687protein_codingdeleterious(0)benign(0.438)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SRPX2SNVMissense_Mutationc.638N>Tp.Ser213Phep.S213FO60687protein_codingdeleterious(0)possibly_damaging(0.583)TCGA-EK-A2RC-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SRPX2SNVMissense_Mutationnovelc.1138N>Ap.Glu380Lysp.E380KO60687protein_codingdeleterious(0)probably_damaging(0.998)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SRPX2SNVMissense_Mutationnovelc.1297N>Ap.Glu433Lysp.E433KO60687protein_codingtolerated(0.37)benign(0.026)TCGA-ZX-AA5X-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
SRPX2SNVMissense_Mutationrs148735447c.809N>Tp.Pro270Leup.P270LO60687protein_codingtolerated(0.09)probably_damaging(0.999)TCGA-AY-4071-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SRPX2SNVMissense_Mutationrs370685595c.1120C>Tp.Arg374Trpp.R374WO60687protein_codingdeleterious(0)probably_damaging(0.997)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SRPX2SNVMissense_Mutationrs374870686c.98N>Tp.Pro33Leup.P33LO60687protein_codingtolerated(0.45)benign(0)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
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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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