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:004217610CervixCCregulation of protein catabolic process104/2311391/187239.39e-159.36e-12104
GO:004206010CervixCCwound healing109/2311422/187231.84e-141.57e-11109
GO:001081010CervixCCregulation of cell-substrate adhesion69/2311221/187238.57e-145.69e-1169
GO:00315898CervixCCcell-substrate adhesion96/2311363/187231.48e-138.85e-1196
GO:000701510CervixCCactin filament organization109/2311442/187234.92e-132.45e-10109
GO:190336210CervixCCregulation of cellular protein catabolic process72/2311255/187235.98e-122.10e-0972
GO:009013210CervixCCepithelium migration90/2311360/187232.45e-116.11e-0990
GO:00016679CervixCCameboidal-type cell migration110/2311475/187232.66e-116.36e-09110
GO:001063110CervixCCepithelial cell migration89/2311357/187233.72e-118.54e-0989
GO:003297010CervixCCregulation of actin filament-based process96/2311397/187234.00e-118.54e-0996
GO:00071639CervixCCestablishment or maintenance of cell polarity63/2311218/187234.25e-118.76e-0963
GO:009013010CervixCCtissue migration90/2311365/187235.42e-111.05e-0890
GO:001049810CervixCCproteasomal protein catabolic process111/2311490/187238.98e-111.58e-08111
GO:190290310CervixCCregulation of supramolecular fiber organization92/2311383/187231.49e-102.48e-0892
GO:01501159CervixCCcell-substrate junction organization37/2311101/187233.20e-104.46e-0837
GO:007265910CervixCCprotein localization to plasma membrane73/2311284/187234.95e-106.73e-0873
GO:003295610CervixCCregulation of actin cytoskeleton organization86/2311358/187235.90e-107.51e-0886
GO:190305010CervixCCregulation of proteolysis involved in cellular protein catabolic process60/2311221/187231.82e-091.98e-0760
GO:00070448CervixCCcell-substrate junction assembly34/231195/187233.35e-093.45e-0734
GO:001063210CervixCCregulation of epithelial cell migration72/2311292/187234.52e-094.43e-0772
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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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