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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: ASPN

Gene summary for ASPN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ASPN

Gene ID

54829

Gene nameasporin
Gene AliasOS3
Cytomap9q22.31
Gene Typeprotein-coding
GO ID

GO:0001503

UniProtAcc

Q9BXN1


Top

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
54829ASPNP8T-EHumanEsophagusESCC7.90e-032.53e-010.0889
54829ASPNP9T-EHumanEsophagusESCC3.05e-079.19e-010.1131
54829ASPNP22T-EHumanEsophagusESCC3.75e-033.89e-010.1236
54829ASPNP42T-EHumanEsophagusESCC9.05e-045.37e-010.1175
54829ASPNP1_cSCCHumanSkincSCC5.98e-191.31e+000.0292
54829ASPNP4_cSCCHumanSkincSCC1.28e-127.25e-01-0.00290000000000005
54829ASPNcSCC_p1HumanSkincSCC9.29e-032.96e-01-0.1916
54829ASPNATC13HumanThyroidATC3.09e-1394.22e+000.34
54829ASPNATC5HumanThyroidATC3.93e-1384.29e+000.34
Page: 1 

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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00715599EsophagusESCCresponse to transforming growth factor beta157/8552256/187232.95e-074.23e-06157
GO:00715609EsophagusESCCcellular response to transforming growth factor beta stimulus151/8552250/187231.78e-062.10e-05151
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:00071799EsophagusESCCtransforming growth factor beta receptor signaling pathway121/8552198/187238.26e-068.03e-05121
GO:000717810EsophagusESCCtransmembrane receptor protein serine/threonine kinase signaling pathway195/8552355/187232.58e-041.58e-03195
GO:00170156EsophagusESCCregulation of transforming growth factor beta receptor signaling pathway75/8552128/187232.19e-039.71e-0375
GO:19038447EsophagusESCCregulation of cellular response to transforming growth factor beta stimulus76/8552131/187232.96e-031.24e-0276
GO:007155917SkincSCCresponse to transforming growth factor beta95/4864256/187235.21e-055.31e-0495
GO:007156025SkincSCCcellular response to transforming growth factor beta stimulus92/4864250/187239.65e-058.99e-0492
GO:000150323SkincSCCossification137/4864408/187233.39e-042.68e-03137
GO:000717917SkincSCCtransforming growth factor beta receptor signaling pathway69/4864198/187233.39e-031.84e-0269
GO:007155925ThyroidATCresponse to transforming growth factor beta142/6293256/187234.30e-131.94e-11142
GO:000150332ThyroidATCossification206/6293408/187239.23e-133.95e-11206
GO:007156026ThyroidATCcellular response to transforming growth factor beta stimulus137/6293250/187233.69e-121.49e-10137
GO:000717924ThyroidATCtransforming growth factor beta receptor signaling pathway112/6293198/187232.42e-118.44e-10112
GO:000717823ThyroidATCtransmembrane receptor protein serine/threonine kinase signaling pathway170/6293355/187231.40e-082.87e-07170
GO:001701522ThyroidATCregulation of transforming growth factor beta receptor signaling pathway74/6293128/187231.58e-083.20e-0774
GO:190384422ThyroidATCregulation of cellular response to transforming growth factor beta stimulus75/6293131/187232.26e-084.39e-0775
GO:009028721ThyroidATCregulation of cellular response to growth factor stimulus140/6293304/187233.91e-064.33e-05140
GO:009009214ThyroidATCregulation of transmembrane receptor protein serine/threonine kinase signaling pathway120/6293256/187236.62e-066.85e-05120
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
ASPNSNVMissense_Mutationc.620N>Ap.Leu207Hisp.L207HQ9BXN1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E9-A1NA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ASPNSNVMissense_Mutationc.1025C>Gp.Ser342Cysp.S342CQ9BXN1protein_codingdeleterious(0)possibly_damaging(0.682)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
ASPNSNVMissense_Mutationc.977G>Cp.Arg326Thrp.R326TQ9BXN1protein_codingtolerated(0.27)benign(0)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
ASPNSNVMissense_Mutationnovelc.191G>Tp.Ser64Ilep.S64IQ9BXN1protein_codingtolerated(0.29)benign(0)TCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ASPNSNVMissense_Mutationnovelc.190A>Tp.Ser64Cysp.S64CQ9BXN1protein_codingtolerated(0.09)benign(0.174)TCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ASPNSNVMissense_Mutationc.266N>Tp.Ser89Leup.S89LQ9BXN1protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ASPNSNVMissense_Mutationnovelc.61N>Ap.Pro21Thrp.P21TQ9BXN1protein_codingtolerated(0.18)probably_damaging(0.922)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ASPNSNVMissense_Mutationc.977G>Tp.Arg326Ilep.R326IQ9BXN1protein_codingtolerated(0.08)benign(0)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ASPNSNVMissense_Mutationc.713N>Ap.Gly238Aspp.G238DQ9BXN1protein_codingtolerated(0.86)benign(0.001)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
ASPNSNVMissense_Mutationnovelc.582N>Tp.Met194Ilep.M194IQ9BXN1protein_codingdeleterious(0.04)benign(0.009)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
Page: 1 2 3 4 

Top

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
Page: 1