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
152579SCFD2HTA12-15-2HumanPancreasPDAC4.01e-033.33e-010.2315
152579SCFD2HTA12-23-1HumanPancreasPDAC4.04e-077.08e-010.3405
152579SCFD2HTA12-25-1HumanPancreasPDAC4.47e-076.18e-010.313
152579SCFD2HTA12-26-1HumanPancreasPDAC2.32e-106.47e-010.3728
152579SCFD2HTA12-29-1HumanPancreasPDAC6.06e-428.74e-010.3722
152579SCFD2PTC06HumanThyroidPTC1.94e-021.25e-010.2057
152579SCFD2PTC07HumanThyroidPTC2.62e-025.48e-020.2044
152579SCFD2ATC12HumanThyroidATC2.87e-111.34e-010.34
152579SCFD2ATC13HumanThyroidATC1.28e-153.30e-010.34
152579SCFD2ATC2HumanThyroidATC2.95e-085.18e-010.34
152579SCFD2ATC4HumanThyroidATC2.94e-131.78e-010.34
152579SCFD2ATC5HumanThyroidATC1.36e-193.56e-010.34
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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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