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: SCFD1

Gene summary for SCFD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCFD1

Gene ID

23256

Gene namesec1 family domain containing 1
Gene AliasC14orf163
Cytomap14q12
Gene Typeprotein-coding
GO ID

GO:0000045

UniProtAcc

Q8WVM8


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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
23256SCFD1CCI_1HumanCervixCC1.95e-036.29e-010.528
23256SCFD1CCI_2HumanCervixCC7.89e-069.42e-010.5249
23256SCFD1CCI_3HumanCervixCC2.97e-036.03e-010.516
23256SCFD1LZE2THumanEsophagusESCC1.59e-033.31e-010.082
23256SCFD1LZE4THumanEsophagusESCC7.77e-173.80e-010.0811
23256SCFD1LZE5THumanEsophagusESCC1.02e-075.18e-010.0514
23256SCFD1LZE7THumanEsophagusESCC3.32e-031.14e-010.0667
23256SCFD1LZE8THumanEsophagusESCC3.04e-085.49e-020.067
23256SCFD1LZE20THumanEsophagusESCC2.80e-061.37e-010.0662
23256SCFD1LZE22D1HumanEsophagusHGIN2.22e-022.82e-020.0595
23256SCFD1LZE22THumanEsophagusESCC3.46e-055.18e-010.068
23256SCFD1LZE24THumanEsophagusESCC1.34e-122.92e-010.0596
23256SCFD1P1T-EHumanEsophagusESCC1.51e-022.30e-010.0875
23256SCFD1P2T-EHumanEsophagusESCC8.15e-223.58e-010.1177
23256SCFD1P4T-EHumanEsophagusESCC4.40e-275.47e-010.1323
23256SCFD1P5T-EHumanEsophagusESCC1.58e-235.24e-010.1327
23256SCFD1P8T-EHumanEsophagusESCC2.46e-488.31e-010.0889
23256SCFD1P9T-EHumanEsophagusESCC2.06e-101.98e-010.1131
23256SCFD1P10T-EHumanEsophagusESCC1.00e-274.38e-010.116
23256SCFD1P11T-EHumanEsophagusESCC6.04e-114.62e-010.1426
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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
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
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
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:00068889EsophagusHGINendoplasmic reticulum to Golgi vesicle-mediated transport40/2587130/187234.67e-072.07e-0540
GO:003238617EsophagusHGINregulation of intracellular transport79/2587337/187231.11e-064.36e-0579
GO:001063920EsophagusHGINnegative regulation of organelle organization79/2587348/187234.12e-061.37e-0479
GO:00105076EsophagusHGINnegative regulation of autophagy27/258785/187231.72e-054.71e-0427
GO:007048220EsophagusHGINresponse to oxygen levels76/2587347/187232.36e-056.25e-0476
GO:00162418EsophagusHGINregulation of macroautophagy38/2587141/187232.80e-057.21e-0438
GO:000689016EsophagusHGINretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum19/258752/187233.44e-058.67e-0419
GO:19021156EsophagusHGINregulation of organelle assembly46/2587186/187234.63e-051.12e-0346
GO:003629320EsophagusHGINresponse to decreased oxygen levels70/2587322/187236.23e-051.44e-0370
GO:000166620EsophagusHGINresponse to hypoxia67/2587307/187237.82e-051.75e-0367
GO:00070336EsophagusHGINvacuole organization44/2587180/187238.97e-051.96e-0344
GO:19050375EsophagusHGINautophagosome organization28/2587103/187232.58e-044.53e-0328
GO:00440884EsophagusHGINregulation of vacuole organization15/258745/187237.05e-049.52e-0315
GO:00000455EsophagusHGINautophagosome assembly26/258799/187237.45e-049.90e-0326
GO:000689210EsophagusHGINpost-Golgi vesicle-mediated transport26/2587104/187231.63e-031.81e-0226
GO:19021162EsophagusHGINnegative regulation of organelle assembly13/258741/187232.62e-032.58e-0213
GO:00162422EsophagusHGINnegative regulation of macroautophagy11/258734/187234.61e-033.96e-0211
GO:20007853EsophagusHGINregulation of autophagosome assembly12/258739/187234.97e-034.18e-0212
GO:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:001623617EsophagusESCCmacroautophagy216/8552291/187231.94e-234.57e-21216
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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
SCFD1SNVMissense_Mutationc.1193N>Gp.Leu398Argp.L398RQ8WVM8protein_codingdeleterious(0)benign(0.301)TCGA-A8-A09X-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SCFD1SNVMissense_Mutationc.673C>Ap.Leu225Ilep.L225IQ8WVM8protein_codingdeleterious(0.02)possibly_damaging(0.811)TCGA-BH-A0DK-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SCFD1SNVMissense_Mutationc.617C>Tp.Ala206Valp.A206VQ8WVM8protein_codingtolerated(0.47)benign(0.009)TCGA-BH-A0EI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SCFD1SNVMissense_Mutationnovelc.34N>Cp.Ala12Prop.A12PQ8WVM8protein_codingtolerated(0.18)possibly_damaging(0.665)TCGA-BH-A18F-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
SCFD1SNVMissense_Mutationc.1736N>Cp.Ser579Thrp.S579TQ8WVM8protein_codingtolerated(0.45)benign(0.056)TCGA-E9-A1R4-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
SCFD1SNVMissense_Mutationnovelc.730N>Ap.Asp244Asnp.D244NQ8WVM8protein_codingtolerated(0.31)possibly_damaging(0.528)TCGA-E9-A2JT-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SCFD1SNVMissense_Mutationnovelc.57N>Cp.Gln19Hisp.Q19HQ8WVM8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
SCFD1SNVMissense_Mutationc.1244C>Ap.Ala415Glup.A415EQ8WVM8protein_codingtolerated(1)benign(0.011)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SCFD1SNVMissense_Mutationrs561696273c.320N>Ap.Arg107Glnp.R107QQ8WVM8protein_codingtolerated(0.7)benign(0.022)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SCFD1SNVMissense_Mutationnovelc.829N>Cp.Tyr277Hisp.Y277HQ8WVM8protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<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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