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: 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


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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
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
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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.

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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:0022613113ThyroidPTCribonucleoprotein complex biogenesis292/5968463/187233.24e-442.05e-40292
GO:0008380113ThyroidPTCRNA splicing273/5968434/187234.44e-411.40e-37273
GO:0000375113ThyroidPTCRNA splicing, via transesterification reactions202/5968324/187236.81e-303.91e-27202
GO:0000377113ThyroidPTCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile199/5968320/187232.96e-291.44e-26199
GO:0000398113ThyroidPTCmRNA splicing, via spliceosome199/5968320/187232.96e-291.44e-26199
GO:1903311112ThyroidPTCregulation of mRNA metabolic process181/5968288/187231.60e-275.94e-25181
GO:0050684112ThyroidPTCregulation of mRNA processing98/5968137/187231.53e-213.10e-1998
GO:0043484113ThyroidPTCregulation of RNA splicing102/5968148/187232.03e-203.21e-18102
GO:0071826113ThyroidPTCribonucleoprotein complex subunit organization134/5968227/187232.34e-172.24e-15134
GO:0022618113ThyroidPTCribonucleoprotein complex assembly130/5968220/187236.25e-175.47e-15130
GO:0048024113ThyroidPTCregulation of mRNA splicing, via spliceosome71/5968101/187232.39e-151.71e-1371
GO:0000380111ThyroidPTCalternative mRNA splicing, via spliceosome51/596877/187236.09e-101.92e-0851
GO:0033119113ThyroidPTCnegative regulation of RNA splicing22/596825/187239.00e-092.18e-0722
GO:005068619ThyroidPTCnegative regulation of mRNA processing24/596829/187232.26e-085.17e-0724
GO:0048025110ThyroidPTCnegative regulation of mRNA splicing, via spliceosome18/596820/187231.05e-072.08e-0618
GO:1903312113ThyroidPTCnegative regulation of mRNA metabolic process53/596892/187233.03e-075.13e-0653
GO:00002459ThyroidPTCspliceosomal complex assembly39/596879/187238.86e-045.40e-0339
GO:002261334ThyroidATCribonucleoprotein complex biogenesis292/6293463/187233.05e-399.63e-36292
GO:000838034ThyroidATCRNA splicing270/6293434/187237.50e-351.19e-31270
GO:000037534ThyroidATCRNA splicing, via transesterification reactions200/6293324/187231.75e-257.39e-23200
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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
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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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