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: SP2

Gene summary for SP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SP2

Gene ID

6668

Gene nameSp2 transcription factor
Gene AliasSP2
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q02086


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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
6668SP2LZE4THumanEsophagusESCC8.55e-091.70e-010.0811
6668SP2LZE8THumanEsophagusESCC3.33e-028.88e-020.067
6668SP2LZE24THumanEsophagusESCC1.83e-092.13e-010.0596
6668SP2LZE21THumanEsophagusESCC2.46e-052.67e-010.0655
6668SP2P1T-EHumanEsophagusESCC1.11e-053.33e-010.0875
6668SP2P2T-EHumanEsophagusESCC5.79e-192.59e-010.1177
6668SP2P4T-EHumanEsophagusESCC5.86e-081.77e-010.1323
6668SP2P5T-EHumanEsophagusESCC7.06e-096.78e-020.1327
6668SP2P8T-EHumanEsophagusESCC1.21e-153.35e-010.0889
6668SP2P9T-EHumanEsophagusESCC1.76e-041.10e-010.1131
6668SP2P10T-EHumanEsophagusESCC2.19e-182.01e-010.116
6668SP2P11T-EHumanEsophagusESCC2.16e-063.30e-010.1426
6668SP2P12T-EHumanEsophagusESCC1.08e-182.80e-010.1122
6668SP2P15T-EHumanEsophagusESCC3.46e-102.25e-010.1149
6668SP2P16T-EHumanEsophagusESCC4.54e-162.13e-010.1153
6668SP2P17T-EHumanEsophagusESCC1.65e-052.06e-010.1278
6668SP2P19T-EHumanEsophagusESCC3.63e-042.50e-010.1662
6668SP2P20T-EHumanEsophagusESCC8.04e-152.29e-010.1124
6668SP2P21T-EHumanEsophagusESCC3.45e-112.12e-010.1617
6668SP2P22T-EHumanEsophagusESCC5.57e-101.33e-010.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00303364EndometriumAEHnegative regulation of cell migration65/2100344/187231.65e-053.42e-0465
GO:20001464EndometriumAEHnegative regulation of cell motility67/2100359/187231.86e-053.77e-0467
GO:00512714EndometriumAEHnegative regulation of cellular component movement68/2100367/187232.06e-054.11e-0468
GO:000989515EndometriumAEHnegative regulation of catabolic process60/2100320/187234.32e-057.28e-0460
GO:005149216EndometriumAEHregulation of stress fiber assembly24/210091/187234.61e-057.68e-0424
GO:00400134EndometriumAEHnegative regulation of locomotion70/2100391/187234.95e-058.05e-0470
GO:19017996EndometriumAEHnegative regulation of proteasomal protein catabolic process16/210049/187235.29e-058.45e-0416
GO:00329848EndometriumAEHprotein-containing complex disassembly45/2100224/187237.16e-051.10e-0345
GO:011002016EndometriumAEHregulation of actomyosin structure organization25/2100100/187238.41e-051.25e-0325
GO:004586116EndometriumAEHnegative regulation of proteolysis63/2100351/187231.07e-041.53e-0363
GO:00487625EndometriumAEHmesenchymal cell differentiation46/2100236/187231.27e-041.74e-0346
GO:00604853EndometriumAEHmesenchyme development54/2100291/187231.34e-041.83e-0354
GO:00459956EndometriumAEHregulation of embryonic development18/210064/187231.65e-042.15e-0318
GO:190589716EndometriumAEHregulation of response to endoplasmic reticulum stress21/210082/187232.10e-042.59e-0321
GO:00018375EndometriumAEHepithelial to mesenchymal transition33/2100157/187232.64e-043.09e-0333
GO:001063910EndometriumAEHnegative regulation of organelle organization61/2100348/187232.65e-043.09e-0361
GO:00070305EndometriumAEHGolgi organization32/2100157/187235.73e-045.69e-0332
GO:19018887EndometriumAEHregulation of cell junction assembly39/2100204/187235.94e-045.86e-0339
GO:190357315EndometriumAEHnegative regulation of response to endoplasmic reticulum stress13/210044/187237.79e-047.36e-0313
GO:00443194EndometriumAEHwound healing, spreading of cells11/210034/187238.45e-047.82e-0311
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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
SP2DIFSkincSCCMT1M,NOS1AP,TBC1D31, etc.3.96e-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.
SP2GCStomachCAGZNRD1,AC010642.1,RAB3IP, etc.1.76e-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.
SP2BMEMStomachHealthyZNRD1,AC010642.1,RAB3IP, etc.1.22e-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.
SP2TREGStomachSIMZNRD1,AC010642.1,RAB3IP, etc.6.08e-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.
SP2BNStomachSIMZNRD1,AC010642.1,RAB3IP, etc.2.22e-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.
∗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
SP2SNVMissense_Mutationc.1657C>Tp.Arg553Trpp.R553WQ02086protein_codingdeleterious(0)probably_damaging(1)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
SP2SNVMissense_Mutationnovelc.1277N>Tp.Ala426Valp.A426VQ02086protein_codingdeleterious(0.03)benign(0.039)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SP2SNVMissense_Mutationnovelc.1249N>Tp.Pro417Serp.P417SQ02086protein_codingdeleterious(0.02)benign(0.355)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SP2deletionFrame_Shift_Delnovelc.831delNp.Ile278SerfsTer117p.I278Sfs*117Q02086protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SP2deletionFrame_Shift_Delc.1113delNp.Pro373GlnfsTer22p.P373Qfs*22Q02086protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SP2SNVMissense_Mutationc.787G>Ap.Glu263Lysp.E263KQ02086protein_codingdeleterious(0.05)possibly_damaging(0.551)TCGA-EK-A3GJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SP2SNVMissense_Mutationc.1504N>Tp.Arg502Cysp.R502CQ02086protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SP2SNVMissense_Mutationnovelc.1738N>Gp.Thr580Alap.T580AQ02086protein_codingdeleterious(0)possibly_damaging(0.602)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SP2SNVMissense_Mutationc.529G>Ap.Val177Ilep.V177IQ02086protein_codingtolerated(0.06)possibly_damaging(0.69)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SP2SNVMissense_Mutationc.401C>Tp.Ala134Valp.A134VQ02086protein_codingtolerated(1)benign(0.001)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=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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