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: SPNS1

Gene summary for SPNS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPNS1

Gene ID

83985

Gene namesphingolipid transporter 1 (putative)
Gene AliasHSpin1
Cytomap16p11.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9H2V7


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
83985SPNS1S016HumanLiverHCC1.42e-411.36e+000.2243
83985SPNS1S027HumanLiverHCC7.33e-138.88e-010.2446
83985SPNS1S028HumanLiverHCC2.27e-279.90e-010.2503
83985SPNS1S029HumanLiverHCC3.39e-219.21e-010.2581
83985SPNS1C04HumanOral cavityOSCC4.21e-271.15e+000.2633
83985SPNS1C21HumanOral cavityOSCC1.94e-571.50e+000.2678
83985SPNS1C30HumanOral cavityOSCC1.41e-411.61e+000.3055
83985SPNS1C38HumanOral cavityOSCC6.94e-089.74e-010.172
83985SPNS1C43HumanOral cavityOSCC2.02e-284.87e-010.1704
83985SPNS1C46HumanOral cavityOSCC3.93e-266.00e-010.1673
83985SPNS1C51HumanOral cavityOSCC1.48e-259.89e-010.2674
83985SPNS1C57HumanOral cavityOSCC9.59e-185.49e-010.1679
83985SPNS1C06HumanOral cavityOSCC6.28e-121.58e+000.2699
83985SPNS1C07HumanOral cavityOSCC2.02e-101.71e+000.2491
83985SPNS1C08HumanOral cavityOSCC1.08e-528.74e-010.1919
83985SPNS1C09HumanOral cavityOSCC2.84e-103.21e-010.1431
83985SPNS1LN22HumanOral cavityOSCC5.76e-151.20e+000.1733
83985SPNS1LN38HumanOral cavityOSCC2.36e-026.86e-010.168
83985SPNS1LN46HumanOral cavityOSCC1.63e-196.65e-010.1666
83985SPNS1LP15HumanOral cavityLP6.28e-091.26e+000.2174
Page: 1 2 3 4 5 6 7 

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
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:001087611LiverCirrhoticlipid localization147/4634448/187236.24e-057.12e-04147
GO:000686911LiverCirrhoticlipid transport128/4634398/187234.54e-043.69e-03128
GO:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
GO:000686921LiverHCClipid transport198/7958398/187231.92e-039.78e-03198
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
SPNS1SNVMissense_Mutationc.47C>Gp.Pro16Argp.P16RQ9H2V7protein_codingtolerated(0.52)benign(0.026)TCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SPNS1SNVMissense_Mutationc.112N>Ap.Glu38Lysp.E38KQ9H2V7protein_codingtolerated(0.71)benign(0.001)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SPNS1SNVMissense_Mutationnovelc.919G>Ap.Glu307Lysp.E307KQ9H2V7protein_codingtolerated(0.8)benign(0.01)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SPNS1SNVMissense_Mutationnovelc.796N>Tp.Ala266Serp.A266SQ9H2V7protein_codingtolerated(0.5)benign(0.034)TCGA-BH-A0HQ-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SPNS1SNVMissense_Mutationnovelc.796N>Tp.Ala266Serp.A266SQ9H2V7protein_codingtolerated(0.5)benign(0.034)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SPNS1SNVMissense_Mutationnovelc.531N>Ap.Asp177Glup.D177EQ9H2V7protein_codingdeleterious(0)probably_damaging(0.956)TCGA-LL-A6FP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SPNS1deletionFrame_Shift_Delnovelc.127delGp.Asp43ThrfsTer19p.D43Tfs*19Q9H2V7protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
SPNS1SNVMissense_Mutationnovelc.878G>Tp.Trp293Leup.W293LQ9H2V7protein_codingdeleterious(0.02)probably_damaging(0.957)TCGA-C5-A8YT-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SPNS1SNVMissense_Mutationnovelc.1207N>Ap.Ala403Thrp.A403TQ9H2V7protein_codingtolerated(0.18)benign(0.241)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SPNS1SNVMissense_Mutationrs766964284c.561N>Ap.Met187Ilep.M187IQ9H2V7protein_codingdeleterious(0)possibly_damaging(0.449)TCGA-EX-A1H6-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

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