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: SCFD2

Gene summary for SCFD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCFD2

Gene ID

152579

Gene namesec1 family domain containing 2
Gene AliasSTXBP1L1
Cytomap4q12
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q8WU76


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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
152579SCFD2CCI_1HumanCervixCC1.71e-097.42e-010.528
152579SCFD2CCI_3HumanCervixCC2.61e-055.12e-010.516
152579SCFD2HTA11_3410_2000001011HumanColorectumAD4.48e-14-5.93e-010.0155
152579SCFD2HTA11_2487_2000001011HumanColorectumSER4.48e-02-4.87e-01-0.1808
152579SCFD2HTA11_2951_2000001011HumanColorectumAD1.28e-02-7.19e-010.0216
152579SCFD2HTA11_3361_2000001011HumanColorectumAD1.55e-04-5.34e-01-0.1207
152579SCFD2HTA11_696_2000001011HumanColorectumAD4.26e-10-4.73e-01-0.1464
152579SCFD2HTA11_866_2000001011HumanColorectumAD7.03e-10-4.60e-01-0.1001
152579SCFD2HTA11_5212_2000001011HumanColorectumAD3.09e-04-7.85e-01-0.2061
152579SCFD2HTA11_866_3004761011HumanColorectumAD1.29e-11-5.85e-010.096
152579SCFD2HTA11_8622_2000001021HumanColorectumSER1.82e-03-7.12e-010.0528
152579SCFD2HTA11_10711_2000001011HumanColorectumAD7.37e-07-5.71e-010.0338
152579SCFD2HTA11_7696_3000711011HumanColorectumAD3.12e-07-4.53e-010.0674
152579SCFD2HTA11_99999970781_79442HumanColorectumMSS3.36e-17-4.76e-010.294
152579SCFD2HTA11_99999973899_84307HumanColorectumMSS1.84e-04-6.91e-010.2585
152579SCFD2HTA11_99999974143_84620HumanColorectumMSS6.23e-12-5.53e-010.3005
152579SCFD2A001-C-207HumanColorectumFAP1.33e-03-3.55e-010.1278
152579SCFD2A015-C-203HumanColorectumFAP3.91e-31-6.18e-01-0.1294
152579SCFD2A015-C-204HumanColorectumFAP3.41e-08-4.52e-01-0.0228
152579SCFD2A014-C-040HumanColorectumFAP4.39e-06-5.80e-01-0.1184
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00068873CervixCCexocytosis59/2311352/187238.74e-034.48e-0259
GO:0022406ColorectumADmembrane docking31/391886/187238.67e-048.45e-0331
GO:0140056ColorectumADorganelle localization by membrane tethering28/391877/187231.29e-031.14e-0228
GO:0006887ColorectumADexocytosis96/3918352/187232.48e-031.90e-0296
GO:00224061ColorectumSERmembrane docking25/289786/187239.88e-041.17e-0225
GO:00068871ColorectumSERexocytosis75/2897352/187232.05e-032.03e-0275
GO:01400561ColorectumSERorganelle localization by membrane tethering22/289777/187232.46e-032.32e-0222
GO:00224062ColorectumMSSmembrane docking28/346786/187231.27e-031.21e-0228
GO:01400562ColorectumMSSorganelle localization by membrane tethering25/346777/187232.34e-031.91e-0225
GO:00224063ColorectumFAPmembrane docking22/262286/187233.11e-032.33e-0222
GO:01400563ColorectumFAPorganelle localization by membrane tethering19/262277/187238.67e-034.98e-0219
GO:00224064ColorectumCRCmembrane docking20/207886/187239.78e-041.17e-0220
GO:01400564ColorectumCRCorganelle localization by membrane tethering17/207877/187234.05e-033.35e-0217
GO:00068872ColorectumCRCexocytosis55/2078352/187235.62e-034.24e-0255
GO:00224066LungIACmembrane docking18/206186/187235.26e-033.99e-0218
GO:002240615ThyroidPTCmembrane docking48/596886/187233.72e-064.73e-0548
GO:01400569ThyroidPTCorganelle localization by membrane tethering40/596877/187231.98e-041.49e-0340
GO:00482783ThyroidPTCvesicle docking28/596859/187238.85e-033.68e-0228
GO:002240622ThyroidATCmembrane docking49/629386/187237.13e-067.34e-0549
GO:014005613ThyroidATCorganelle localization by membrane tethering41/629377/187232.97e-041.88e-0341
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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
SCFD2SNVMissense_Mutationc.767C>Gp.Ala256Glyp.A256GQ8WU76protein_codingdeleterious(0)possibly_damaging(0.609)TCGA-A2-A0CW-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
SCFD2SNVMissense_Mutationc.771N>Cp.Lys257Asnp.K257NQ8WU76protein_codingdeleterious(0)probably_damaging(0.963)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SCFD2SNVMissense_Mutationc.877N>Tp.Ile293Phep.I293FQ8WU76protein_codingdeleterious(0)benign(0.034)TCGA-AR-A0TZ-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificDoxorubicinPD
SCFD2SNVMissense_Mutationc.1861N>Tp.Ser621Cysp.S621CQ8WU76protein_codingdeleterious(0.01)possibly_damaging(0.873)TCGA-E2-A158-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyarimidexSD
SCFD2insertionFrame_Shift_Insnovelc.179_180insTp.Glu60AspfsTer57p.E60Dfs*57Q8WU76protein_codingTCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SCFD2insertionFrame_Shift_Insnovelc.178_179insGAAGGAAAACTACTGCACAAGAAAACATAAAp.Glu60GlyfsTer67p.E60Gfs*67Q8WU76protein_codingTCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SCFD2insertionIn_Frame_Insnovelc.293_294insGTGCACCTGGGAAATTTTATTTTTAGAAATTTACGAATGp.Phe98delinsLeuCysThrTrpGluIleLeuPheLeuGluIleTyrGluCysp.F98delinsLCTWEILFLEIYECQ8WU76protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
SCFD2insertionNonsense_Mutationnovelc.582_583insCCTAGCCACTTCCAAGTCCAGGGAGAATAATCp.Arg195ProfsTer10p.R195Pfs*10Q8WU76protein_codingTCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
SCFD2insertionNonsense_Mutationnovelc.1781_1782insGTATACTGAGAAACAAAGTACTGTTGTTTGATACAGACAp.Ile594delinsMetTyrThrGluLysGlnSerThrValValTerTyrArgHisp.I594delinsMYTEKQSTVV*YRHQ8WU76protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SCFD2SNVMissense_Mutationnovelc.955N>Cp.Thr319Prop.T319PQ8WU76protein_codingtolerated(0.28)benign(0)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
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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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