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: TSPYL1

Gene summary for TSPYL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TSPYL1

Gene ID

7259

Gene nameTSPY like 1
Gene AliasTSPYL
Cytomap6q22.1
Gene Typeprotein-coding
GO ID

GO:0006323

UniProtAcc

Q9H0U9


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
7259TSPYL1HTA11_3410_2000001011HumanColorectumAD3.24e-061.95e-010.0155
7259TSPYL1HTA11_1938_2000001011HumanColorectumAD5.25e-083.80e-01-0.0811
7259TSPYL1HTA11_78_2000001011HumanColorectumAD2.13e-134.23e-01-0.1088
7259TSPYL1HTA11_347_2000001011HumanColorectumAD3.61e-276.42e-01-0.1954
7259TSPYL1HTA11_411_2000001011HumanColorectumSER1.44e-025.06e-01-0.2602
7259TSPYL1HTA11_696_2000001011HumanColorectumAD7.90e-051.70e-01-0.1464
7259TSPYL1HTA11_866_2000001011HumanColorectumAD9.54e-031.92e-01-0.1001
7259TSPYL1HTA11_1391_2000001011HumanColorectumAD5.07e-083.34e-01-0.059
7259TSPYL1HTA11_2992_2000001011HumanColorectumSER4.87e-053.47e-01-0.1706
7259TSPYL1HTA11_5212_2000001011HumanColorectumAD7.50e-042.69e-01-0.2061
7259TSPYL1HTA11_7862_2000001011HumanColorectumAD9.11e-124.50e-01-0.0179
7259TSPYL1HTA11_866_3004761011HumanColorectumAD7.42e-092.87e-010.096
7259TSPYL1HTA11_4255_2000001011HumanColorectumSER1.51e-022.76e-010.0446
7259TSPYL1HTA11_10623_2000001011HumanColorectumAD2.69e-033.03e-01-0.0177
7259TSPYL1HTA11_6801_2000001011HumanColorectumSER2.06e-066.37e-010.0171
7259TSPYL1HTA11_7696_3000711011HumanColorectumAD2.73e-052.40e-010.0674
7259TSPYL1HTA11_7469_2000001011HumanColorectumAD4.14e-035.35e-01-0.0124
7259TSPYL1HTA11_6818_2000001021HumanColorectumAD3.26e-032.33e-010.0588
7259TSPYL1HTA11_99999970781_79442HumanColorectumMSS1.36e-163.64e-010.294
7259TSPYL1HTA11_99999965062_69753HumanColorectumMSI-H2.03e-027.75e-010.3487
Page: 1 2 3 4 5 6 7 

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.

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:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:0006338ColorectumADchromatin remodeling70/3918255/187237.44e-034.53e-0270
GO:00063251ColorectumSERchromatin organization89/2897409/187234.15e-046.17e-0389
GO:00063252ColorectumMSSchromatin organization107/3467409/187237.22e-051.21e-03107
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:000632519SkincSCCchromatin organization147/4864409/187234.41e-066.52e-05147
GO:000633812SkincSCCchromatin remodeling94/4864255/187237.58e-057.26e-0494
GO:00718241SkincSCCprotein-DNA complex subunit organization87/4864241/187233.09e-042.47e-0387
GO:00711031SkincSCCDNA conformation change96/4864290/187233.87e-032.07e-0296
GO:000632520ThyroidPTCchromatin organization183/5968409/187232.55e-085.70e-07183
GO:00063385ThyroidPTCchromatin remodeling106/5968255/187236.56e-044.13e-03106
GO:0006325110ThyroidATCchromatin organization189/6293409/187236.40e-081.13e-06189
GO:000633813ThyroidATCchromatin remodeling109/6293255/187231.38e-037.15e-03109
GO:00718242ThyroidATCprotein-DNA complex subunit organization103/6293241/187231.84e-039.03e-03103
Page: 1 

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
TSPYL1SNVMissense_Mutationc.1049N>Gp.Ser350Cysp.S350CQ9H0U9protein_codingtolerated(0.06)benign(0.396)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
TSPYL1SNVMissense_Mutationc.1220N>Gp.Tyr407Cysp.Y407CQ9H0U9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TSPYL1SNVMissense_Mutationnovelc.451G>Ap.Glu151Lysp.E151KQ9H0U9protein_codingtolerated(1)benign(0)TCGA-C8-A1HE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TSPYL1SNVMissense_Mutationnovelc.947G>Ap.Arg316Lysp.R316KQ9H0U9protein_codingtolerated(0.09)benign(0.241)TCGA-E2-A574-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TSPYL1SNVMissense_Mutationnovelc.313N>Ap.Ala105Thrp.A105TQ9H0U9protein_codingtolerated(1)benign(0.001)TCGA-OL-A5RY-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TSPYL1insertionIn_Frame_Insnovelc.698_699insTTTCATTTTGGCTCTGTCATTTTCAGAGGCAAAGAAGTTp.Glu233delinsAspPheIleLeuAlaLeuSerPheSerGluAlaLysLysLeup.E233delinsDFILALSFSEAKKLQ9H0U9protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
TSPYL1SNVMissense_Mutationnovelc.214C>Ap.Gln72Lysp.Q72KQ9H0U9protein_codingtolerated(0.41)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TSPYL1SNVMissense_Mutationnovelc.851N>Ap.Arg284Glnp.R284QQ9H0U9protein_codingtolerated(0.05)benign(0.19)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TSPYL1SNVMissense_Mutationc.824N>Ap.Ile275Asnp.I275NQ9H0U9protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TSPYL1SNVMissense_Mutationrs377352006c.316G>Ap.Glu106Lysp.E106KQ9H0U9protein_codingtolerated(0.42)benign(0.196)TCGA-VS-A9UD-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
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
7259TSPYL1NAprednisolonePREDNISOLONE
7259TSPYL1NAabirateroneABIRATERONE
Page: 1