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: SP5

Gene summary for SP5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SP5

Gene ID

389058

Gene nameSp5 transcription factor
Gene AliasSP5
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q6BEB4


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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
389058SP5HCC1HumanLiverHCC9.85e-152.88e+000.5336
389058SP5S014HumanLiverHCC6.33e-351.32e+000.2254
389058SP5S015HumanLiverHCC1.35e-461.82e+000.2375
389058SP5S016HumanLiverHCC1.32e-571.71e+000.2243
389058SP5S027HumanLiverHCC2.57e-021.91e-010.2446
389058SP5S028HumanLiverHCC1.64e-052.28e-010.2503
389058SP5S029HumanLiverHCC2.14e-021.35e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00709979BreastPrecancerneuron death50/1080361/187237.75e-095.70e-0750
GO:00514029BreastPrecancerneuron apoptotic process38/1080246/187232.68e-081.75e-0638
GO:00096126BreastPrecancerresponse to mechanical stimulus23/1080216/187233.41e-032.85e-0223
GO:007099714BreastIDCneuron death57/1434361/187231.31e-077.38e-0657
GO:005140213BreastIDCneuron apoptotic process42/1434246/187237.21e-073.35e-0542
GO:000961211BreastIDCresponse to mechanical stimulus34/1434216/187234.59e-051.03e-0334
GO:00423912BreastIDCregulation of membrane potential49/1434434/187234.04e-033.25e-0249
GO:00015082BreastIDCaction potential19/1434134/187236.62e-034.62e-0219
GO:007099724BreastDCISneuron death57/1390361/187234.56e-082.84e-0657
GO:005140222BreastDCISneuron apoptotic process43/1390246/187231.16e-076.13e-0643
GO:000961221BreastDCISresponse to mechanical stimulus32/1390216/187231.36e-042.33e-0332
GO:00423911BreastDCISregulation of membrane potential47/1390434/187235.87e-034.20e-0247
GO:00064708CervixCCprotein dephosphorylation60/2311281/187231.33e-052.68e-0460
GO:00096127CervixCCresponse to mechanical stimulus48/2311216/187233.23e-055.29e-0448
GO:00073695CervixCCgastrulation42/2311185/187235.83e-058.46e-0442
GO:007099710CervixCCneuron death70/2311361/187237.50e-051.03e-0370
GO:005140210CervixCCneuron apoptotic process49/2311246/187234.48e-044.48e-0349
GO:00074923CervixCCendoderm development20/231177/187238.40e-047.30e-0320
GO:00434099CervixCCnegative regulation of MAPK cascade37/2311180/187231.17e-039.50e-0337
GO:00163117CervixCCdephosphorylation73/2311417/187231.23e-039.87e-0373
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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
SP5INCAFCervixCCHHIP-AS1,QPCT,BHLHE41, etc.3.10e-01The 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.
SP5STMColorectumADAPCDD1,NKD1,AC007277.3, etc.1.42e-01The 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.
SP5STMColorectumMSI-HAPCDD1,NKD1,AC007277.3, etc.7.10e-02The 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.
SP5STMColorectumMSSAPCDD1,NKD1,AC007277.3, etc.2.61e-01The 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.
SP5STMColorectumSERAPCDD1,NKD1,AC007277.3, etc.7.45e-02The 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.
SP5TUFColorectumSERAPCDD1,NKD1,AC007277.3, etc.5.04e-02The 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.
SP5ICAFEsophagusADJPTGDS,RGN,FGF10, etc.3.00e-01The 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.
SP5FIBEsophagusADJPTGDS,RGN,FGF10, etc.9.62e-03The 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.
SP5INCAFEsophagusHealthyPTGDS,RGN,FGF10, etc.3.02e-02The 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.
SP5ICAFEsophagusHealthyPTGDS,RGN,FGF10, etc.1.55e-01The 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.
∗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
SP5SNVMissense_Mutationc.1057N>Ap.Glu353Lysp.E353KQ6BEB4protein_codingdeleterious(0)probably_damaging(0.993)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SP5SNVMissense_Mutationc.1015C>Tp.Arg339Cysp.R339CQ6BEB4protein_codingdeleterious(0)probably_damaging(1)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
SP5SNVMissense_Mutationrs779921916c.910G>Ap.Gly304Serp.G304SQ6BEB4protein_codingdeleterious(0.01)benign(0.059)TCGA-CI-6621-01Colorectumrectum adenocarcinomaMale<65III/IVUnknownUnknownSD
SP5insertionFrame_Shift_Insnovelc.784_785insCp.Leu264ProfsTer118p.L264Pfs*118Q6BEB4protein_codingTCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SP5insertionFrame_Shift_Insnovelc.58_59insCp.Ser22GlnfsTer20p.S22Qfs*20Q6BEB4protein_codingTCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SP5SNVMissense_Mutationnovelc.1032N>Tp.Gln344Hisp.Q344HQ6BEB4protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
SP5SNVMissense_Mutationnovelc.1005G>Tp.Lys335Asnp.K335NQ6BEB4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SP5SNVMissense_Mutationc.1081N>Cp.Cys361Argp.C361RQ6BEB4protein_codingdeleterious(0)probably_damaging(1)TCGA-55-8302-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
SP5SNVMissense_Mutationc.1052N>Ap.Thr351Lysp.T351KQ6BEB4protein_codingdeleterious(0)probably_damaging(1)TCGA-51-4079-01Lunglung squamous cell carcinomaFemale>=65I/IIUnknownUnknownSD
SP5SNVMissense_Mutationnovelc.257N>Gp.Pro86Argp.P86RQ6BEB4protein_codingtolerated(0.2)benign(0.033)TCGA-68-A59J-01Lunglung squamous cell 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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