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:000647032Oral cavityNEOLPprotein dephosphorylation54/2005281/187231.44e-052.53e-0454
GO:000170621Oral cavityNEOLPendoderm formation17/200554/187232.91e-054.46e-0417
GO:000736921Oral cavityNEOLPgastrulation38/2005185/187235.90e-057.93e-0438
GO:000170421Oral cavityNEOLPformation of primary germ layer28/2005121/187236.25e-058.31e-0428
GO:007099732Oral cavityNEOLPneuron death60/2005361/187233.70e-043.50e-0360
GO:004340932Oral cavityNEOLPnegative regulation of MAPK cascade34/2005180/187237.15e-045.89e-0334
GO:001631122Oral cavityNEOLPdephosphorylation64/2005417/187231.98e-031.33e-0264
GO:005140232Oral cavityNEOLPneuron apoptotic process40/2005246/187234.78e-032.62e-0240
GO:000961231Oral cavityNEOLPresponse to mechanical stimulus36/2005216/187234.81e-032.62e-0236
GO:000647010ProstateBPHprotein dephosphorylation78/3107281/187231.53e-062.63e-0578
GO:00074924ProstateBPHendoderm development28/310777/187232.21e-052.67e-0428
GO:004340915ProstateBPHnegative regulation of MAPK cascade51/3107180/187235.20e-055.35e-0451
GO:00163118ProstateBPHdephosphorylation98/3107417/187231.53e-041.35e-0398
GO:00073696ProstateBPHgastrulation50/3107185/187232.20e-041.78e-0350
GO:00017042ProstateBPHformation of primary germ layer35/3107121/187234.80e-043.42e-0335
GO:00017062ProstateBPHendoderm formation19/310754/187237.16e-044.76e-0319
GO:004340916ProstateTumornegative regulation of MAPK cascade54/3246180/187231.92e-052.50e-0454
GO:000647014ProstateTumorprotein dephosphorylation76/3246281/187232.86e-053.46e-0476
GO:000749211ProstateTumorendoderm development28/324677/187235.01e-055.55e-0428
GO:000736912ProstateTumorgastrulation52/3246185/187231.76e-041.55e-0352
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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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