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: SAPCD2

Gene summary for SAPCD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SAPCD2

Gene ID

89958

Gene namesuppressor APC domain containing 2
Gene AliasC9orf140
Cytomap9q34.3
Gene Typeprotein-coding
GO ID

GO:0000132

UniProtAcc

Q86UD0


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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
89958SAPCD2P1_cSCCHumanSkincSCC4.55e-062.31e-010.0292
89958SAPCD2P2_cSCCHumanSkincSCC5.18e-102.30e-01-0.024
89958SAPCD2P4_cSCCHumanSkincSCC1.29e-041.78e-01-0.00290000000000005
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:005165624SkincSCCestablishment of organelle localization178/4864390/187232.18e-172.32e-15178
GO:190285016SkincSCCmicrotubule cytoskeleton organization involved in mitosis85/4864147/187232.66e-162.39e-1485
GO:000716327SkincSCCestablishment or maintenance of cell polarity103/4864218/187239.44e-124.85e-10103
GO:199077824SkincSCCprotein localization to cell periphery134/4864333/187237.09e-092.30e-07134
GO:190437524SkincSCCregulation of protein localization to cell periphery59/4864125/187232.52e-075.28e-0659
GO:003001025SkincSCCestablishment of cell polarity65/4864143/187233.60e-077.18e-0665
GO:190382822SkincSCCnegative regulation of cellular protein localization50/4864117/187235.85e-055.77e-0450
GO:00400012SkincSCCestablishment of mitotic spindle localization19/486435/187233.37e-042.67e-0319
GO:00516534SkincSCCspindle localization26/486456/187237.59e-045.27e-0326
GO:00001321SkincSCCestablishment of mitotic spindle orientation16/486430/187231.27e-038.19e-0316
GO:00726971SkincSCCprotein localization to cell cortex8/486411/187231.56e-039.60e-038
GO:19043766SkincSCCnegative regulation of protein localization to cell periphery14/486426/187232.26e-031.32e-0214
GO:00512931SkincSCCestablishment of spindle localization23/486451/187232.41e-031.38e-0223
GO:00512942SkincSCCestablishment of spindle orientation17/486437/187236.83e-033.30e-0217
GO:000173821SkincSCCmorphogenesis of a polarized epithelium35/486494/187231.05e-024.61e-0235
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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
SAPCD2SNVMissense_Mutationrs751542754c.751N>Tp.Arg251Trpp.R251WQ86UD0protein_codingdeleterious(0)probably_damaging(0.95)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
SAPCD2SNVMissense_Mutationc.1079G>Ap.Arg360Hisp.R360HQ86UD0protein_codingdeleterious(0)probably_damaging(0.981)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SAPCD2SNVMissense_Mutationrs567953393c.628C>Tp.Arg210Cysp.R210CQ86UD0protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SAPCD2SNVMissense_Mutationc.587G>Cp.Arg196Thrp.R196TQ86UD0protein_codingtolerated(0.08)benign(0.041)TCGA-D5-6931-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
SAPCD2SNVMissense_Mutationnovelc.1082N>Cp.Ile361Thrp.I361TQ86UD0protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AX-A2HG-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SAPCD2SNVMissense_Mutationrs749355882c.749N>Tp.Ala250Valp.A250VQ86UD0protein_codingdeleterious(0.02)benign(0.013)TCGA-BG-A0M7-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
SAPCD2SNVMissense_Mutationrs61746617c.635N>Ap.Arg212Glnp.R212QQ86UD0protein_codingdeleterious(0.01)possibly_damaging(0.698)TCGA-BG-A221-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SAPCD2SNVMissense_Mutationnovelc.986C>Tp.Ser329Phep.S329FQ86UD0protein_codingdeleterious(0.02)benign(0)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
SAPCD2SNVMissense_Mutationc.1106C>Tp.Ser369Leup.S369LQ86UD0protein_codingdeleterious(0.02)benign(0.086)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
SAPCD2insertionFrame_Shift_Insnovelc.969_970insCp.Cys324LeufsTer36p.C324Lfs*36Q86UD0protein_codingTCGA-FI-A2D0-01Endometriumuterine corpus endometrioid 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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