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: ASPSCR1

Gene summary for ASPSCR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ASPSCR1

Gene ID

79058

Gene nameASPSCR1 tether for SLC2A4, UBX domain containing
Gene AliasASPCR1
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9BZE9


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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
79058ASPSCR1HTA11_696_2000001011HumanColorectumAD6.92e-032.46e-01-0.1464
79058ASPSCR1HTA11_1391_2000001011HumanColorectumAD6.92e-032.54e-01-0.059
79058ASPSCR1HTA11_99999974143_84620HumanColorectumMSS1.76e-247.52e-010.3005
79058ASPSCR1A001-C-007HumanColorectumCRC1.99e-024.42e-010.1899
79058ASPSCR1CRC-1-8810HumanColorectumCRC3.45e-348.81e-010.6257
79058ASPSCR1LZE3DHumanEsophagusHGIN4.44e-024.50e-010.0668
79058ASPSCR1LZE4THumanEsophagusESCC1.93e-071.67e-010.0811
79058ASPSCR1LZE5THumanEsophagusESCC8.83e-031.87e-010.0514
79058ASPSCR1LZE7THumanEsophagusESCC3.65e-177.26e-010.0667
79058ASPSCR1LZE20THumanEsophagusESCC8.50e-031.29e-010.0662
79058ASPSCR1LZE21D1HumanEsophagusHGIN5.02e-042.95e-010.0632
79058ASPSCR1LZE22D1HumanEsophagusHGIN4.68e-072.56e-010.0595
79058ASPSCR1LZE22THumanEsophagusESCC5.12e-124.79e-010.068
79058ASPSCR1LZE24THumanEsophagusESCC5.55e-387.75e-010.0596
79058ASPSCR1LZE21THumanEsophagusESCC6.13e-073.93e-010.0655
79058ASPSCR1P1T-EHumanEsophagusESCC6.02e-103.29e-010.0875
79058ASPSCR1P2T-EHumanEsophagusESCC2.29e-365.64e-010.1177
79058ASPSCR1P4T-EHumanEsophagusESCC1.75e-153.28e-010.1323
79058ASPSCR1P5T-EHumanEsophagusESCC3.20e-162.84e-010.1327
79058ASPSCR1P8T-EHumanEsophagusESCC1.15e-457.13e-010.0889
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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
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
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.

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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:0033500ColorectumADcarbohydrate homeostasis84/3918259/187239.10e-062.15e-0484
GO:0042593ColorectumADglucose homeostasis83/3918258/187231.44e-053.11e-0483
GO:00335002ColorectumMSScarbohydrate homeostasis76/3467259/187231.37e-053.14e-0476
GO:00425932ColorectumMSSglucose homeostasis75/3467258/187232.22e-054.69e-0475
GO:00335004ColorectumCRCcarbohydrate homeostasis49/2078259/187231.29e-042.46e-0349
GO:00425934ColorectumCRCglucose homeostasis48/2078258/187232.27e-043.78e-0348
GO:004259312LiverCirrhoticglucose homeostasis86/4634258/187231.12e-037.73e-0386
GO:003350012LiverCirrhoticcarbohydrate homeostasis86/4634259/187231.28e-038.61e-0386
GO:004259322LiverHCCglucose homeostasis137/7958258/187233.59e-042.49e-03137
GO:003350022LiverHCCcarbohydrate homeostasis137/7958259/187234.45e-042.98e-03137
GO:0008643LiverHCCcarbohydrate transport80/7958152/187237.34e-032.92e-0280
GO:004259316Oral cavityOSCCglucose homeostasis125/7305258/187231.21e-036.08e-03125
GO:003350016Oral cavityOSCCcarbohydrate homeostasis125/7305259/187231.44e-036.97e-03125
GO:0033500110ThyroidPTCcarbohydrate homeostasis103/5968259/187234.19e-031.99e-02103
GO:0042593110ThyroidPTCglucose homeostasis102/5968258/187235.34e-032.46e-02102
GO:003350024ThyroidATCcarbohydrate homeostasis109/6293259/187232.56e-031.18e-02109
GO:004259325ThyroidATCglucose homeostasis108/6293258/187233.27e-031.47e-02108
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa052028EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0520213EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
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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
ASPSCR1SNVMissense_Mutationnovelc.185N>Ap.Ser62Tyrp.S62YQ9BZE9protein_codingdeleterious(0)possibly_damaging(0.827)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ASPSCR1SNVMissense_Mutationc.1094N>Ap.Arg365Hisp.R365HQ9BZE9protein_codingtolerated(0.05)probably_damaging(0.929)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ASPSCR1SNVMissense_Mutationnovelc.1586G>Ap.Gly529Aspp.G529DQ9BZE9protein_codingtolerated_low_confidence(0.06)benign(0.192)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ASPSCR1deletionFrame_Shift_Delnovelc.1221delNp.Arg408AlafsTer13p.R408Afs*13Q9BZE9protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ASPSCR1SNVMissense_Mutationrs149772045c.278N>Ap.Arg93Hisp.R93HQ9BZE9protein_codingdeleterious(0)probably_damaging(0.997)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ASPSCR1SNVMissense_Mutationnovelc.794N>Ap.Ser265Tyrp.S265YQ9BZE9protein_codingdeleterious(0.03)possibly_damaging(0.66)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ASPSCR1SNVMissense_Mutationc.907N>Tp.Pro303Serp.P303SQ9BZE9protein_codingtolerated(0.42)benign(0)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
ASPSCR1SNVMissense_Mutationrs767476847c.1531C>Tp.Pro511Serp.P511SQ9BZE9protein_codingtolerated_low_confidence(0.35)benign(0.017)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ASPSCR1SNVMissense_Mutationc.1420N>Cp.Glu474Glnp.E474QQ9BZE9protein_codingtolerated_low_confidence(0.27)benign(0.02)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ASPSCR1SNVMissense_Mutationnovelc.299A>Gp.Asp100Glyp.D100GQ9BZE9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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