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: SFSWAP

Gene summary for SFSWAP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SFSWAP

Gene ID

6433

Gene namesplicing factor SWAP
Gene AliasSFRS8
Cytomap12q24.33
Gene Typeprotein-coding
GO ID

GO:0000245

UniProtAcc

Q12872


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
6433SFSWAPLZE4THumanEsophagusESCC2.05e-091.41e-010.0811
6433SFSWAPLZE5THumanEsophagusESCC2.69e-033.01e-010.0514
6433SFSWAPLZE7THumanEsophagusESCC3.48e-094.94e-010.0667
6433SFSWAPLZE20THumanEsophagusESCC5.22e-041.53e-010.0662
6433SFSWAPLZE22THumanEsophagusESCC9.56e-064.69e-010.068
6433SFSWAPLZE24THumanEsophagusESCC4.70e-183.40e-010.0596
6433SFSWAPLZE6THumanEsophagusESCC4.69e-051.57e-010.0845
6433SFSWAPP1T-EHumanEsophagusESCC1.31e-157.71e-010.0875
6433SFSWAPP2T-EHumanEsophagusESCC7.82e-521.02e+000.1177
6433SFSWAPP4T-EHumanEsophagusESCC1.01e-245.05e-010.1323
6433SFSWAPP5T-EHumanEsophagusESCC3.13e-234.85e-010.1327
6433SFSWAPP8T-EHumanEsophagusESCC4.11e-335.31e-010.0889
6433SFSWAPP9T-EHumanEsophagusESCC9.91e-142.28e-010.1131
6433SFSWAPP10T-EHumanEsophagusESCC8.10e-264.53e-010.116
6433SFSWAPP11T-EHumanEsophagusESCC6.75e-207.45e-010.1426
6433SFSWAPP12T-EHumanEsophagusESCC4.21e-184.74e-010.1122
6433SFSWAPP15T-EHumanEsophagusESCC3.55e-305.59e-010.1149
6433SFSWAPP16T-EHumanEsophagusESCC4.68e-305.47e-010.1153
6433SFSWAPP17T-EHumanEsophagusESCC4.33e-093.57e-010.1278
6433SFSWAPP19T-EHumanEsophagusESCC1.69e-076.06e-010.1662
Page: 1 2 3 4 5 6 

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:190331233Oral cavityNEOLPnegative regulation of mRNA metabolic process28/200592/187231.92e-076.49e-0628
GO:003311934Oral cavityNEOLPnegative regulation of RNA splicing12/200525/187233.01e-066.82e-0512
GO:004802531Oral cavityNEOLPnegative regulation of mRNA splicing, via spliceosome9/200520/187231.02e-041.23e-039
GO:005068631Oral cavityNEOLPnegative regulation of mRNA processing10/200529/187235.71e-044.96e-0310
GO:00063763Oral cavityNEOLPmRNA splice site selection12/200549/187234.66e-032.56e-0212
GO:000024531Oral cavityNEOLPspliceosomal complex assembly16/200579/187238.78e-034.21e-0216
GO:000838027SkinAKRNA splicing111/1910434/187231.85e-205.49e-17111
GO:190331125SkinAKregulation of mRNA metabolic process81/1910288/187237.27e-188.61e-1581
GO:004348428SkinAKregulation of RNA splicing54/1910148/187239.66e-189.53e-1554
GO:002261328SkinAKribonucleoprotein complex biogenesis108/1910463/187238.48e-176.27e-14108
GO:000037526SkinAKRNA splicing, via transesterification reactions85/1910324/187231.16e-167.62e-1485
GO:000037726SkinAKRNA splicing, via transesterification reactions with bulged adenosine as nucleophile84/1910320/187231.69e-169.11e-1484
GO:000039826SkinAKmRNA splicing, via spliceosome84/1910320/187231.69e-169.11e-1484
GO:005068420SkinAKregulation of mRNA processing47/1910137/187231.92e-147.57e-1247
GO:004802427SkinAKregulation of mRNA splicing, via spliceosome39/1910101/187233.87e-141.43e-1139
GO:007182628SkinAKribonucleoprotein complex subunit organization61/1910227/187237.85e-132.02e-1061
GO:002261828SkinAKribonucleoprotein complex assembly58/1910220/187236.75e-121.33e-0958
GO:000038020SkinAKalternative mRNA splicing, via spliceosome30/191077/187232.57e-114.90e-0930
GO:190331227SkinAKnegative regulation of mRNA metabolic process25/191092/187233.50e-068.86e-0525
GO:003311927SkinAKnegative regulation of RNA splicing11/191025/187231.39e-052.73e-0411
Page: 1 2 3 4 5 6 7 8 

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
SFSWAPSNVMissense_Mutationnovelc.1058C>Gp.Ser353Cysp.S353CQ12872protein_codingdeleterious(0.01)possibly_damaging(0.741)TCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
SFSWAPSNVMissense_Mutationc.1903G>Cp.Glu635Glnp.E635QQ12872protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SFSWAPSNVMissense_Mutationnovelc.1015A>Tp.Thr339Serp.T339SQ12872protein_codingtolerated(0.48)benign(0.007)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
SFSWAPSNVMissense_Mutationnovelc.1136G>Tp.Cys379Phep.C379FQ12872protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-B6-A2IU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SFSWAPSNVMissense_Mutationnovelc.865N>Ap.Asp289Asnp.D289NQ12872protein_codingdeleterious(0.03)probably_damaging(0.962)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
SFSWAPSNVMissense_Mutationc.1903N>Ap.Glu635Lysp.E635KQ12872protein_codingdeleterious(0.04)probably_damaging(0.99)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
SFSWAPSNVMissense_Mutationnovelc.204N>Tp.Lys68Asnp.K68NQ12872protein_codingtolerated(0.33)benign(0.054)TCGA-E2-A1IK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SFSWAPSNVMissense_Mutationc.1157N>Ap.Gly386Glup.G386EQ12872protein_codingdeleterious(0)probably_damaging(1)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SFSWAPinsertionFrame_Shift_Insnovelc.1704_1705insATATTTTTGCCATCTCCTAATAAAGAp.Gly569IlefsTer13p.G569Ifs*13Q12872protein_codingTCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SFSWAPinsertionNonsense_Mutationnovelc.2939_2940insAGTATAAp.Thr981ValfsTer2p.T981Vfs*2Q12872protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 

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