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: SP3

Gene summary for SP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SP3

Gene ID

6670

Gene nameSp3 transcription factor
Gene AliasSPR2
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q02447


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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
6670SP3CA_HPV_1HumanCervixCC2.09e-03-1.60e-020.0264
6670SP3CCI_2HumanCervixCC7.96e-046.47e-010.5249
6670SP3CCI_3HumanCervixCC2.34e-057.28e-010.516
6670SP3L1HumanCervixCC7.06e-03-2.04e-010.0802
6670SP3HTA11_3410_2000001011HumanColorectumAD3.03e-19-5.86e-010.0155
6670SP3HTA11_2487_2000001011HumanColorectumSER2.75e-04-4.03e-01-0.1808
6670SP3HTA11_3361_2000001011HumanColorectumAD4.90e-05-5.17e-01-0.1207
6670SP3HTA11_83_2000001011HumanColorectumSER1.11e-02-4.10e-01-0.1526
6670SP3HTA11_696_2000001011HumanColorectumAD1.24e-09-4.25e-01-0.1464
6670SP3HTA11_866_2000001011HumanColorectumAD4.17e-06-3.82e-01-0.1001
6670SP3HTA11_1391_2000001011HumanColorectumAD3.88e-03-3.87e-01-0.059
6670SP3HTA11_866_3004761011HumanColorectumAD4.34e-07-4.37e-010.096
6670SP3HTA11_8622_2000001021HumanColorectumSER2.42e-02-5.36e-010.0528
6670SP3HTA11_10711_2000001011HumanColorectumAD2.53e-02-3.91e-010.0338
6670SP3HTA11_7696_3000711011HumanColorectumAD3.91e-11-4.57e-010.0674
6670SP3HTA11_99999970781_79442HumanColorectumMSS1.80e-05-3.84e-010.294
6670SP3HTA11_99999971662_82457HumanColorectumMSS2.30e-06-3.96e-010.3859
6670SP3HTA11_99999973899_84307HumanColorectumMSS2.49e-02-4.78e-010.2585
6670SP3HTA11_99999974143_84620HumanColorectumMSS2.48e-10-4.56e-010.3005
6670SP3F007HumanColorectumFAP3.30e-02-1.64e-010.1176
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:003367322LiverHCCnegative regulation of kinase activity144/7958237/187239.76e-092.45e-07144
GO:190374711LiverHCCregulation of establishment of protein localization to mitochondrion41/795850/187231.14e-082.83e-0741
GO:000193322LiverHCCnegative regulation of protein phosphorylation196/7958342/187231.95e-084.63e-07196
GO:019873821LiverHCCcell-cell signaling by wnt247/7958446/187232.11e-084.96e-07247
GO:004873222LiverHCCgland development242/7958436/187232.26e-085.28e-07242
GO:001605521LiverHCCWnt signaling pathway245/7958444/187233.68e-088.09e-07245
GO:005160412LiverHCCprotein maturation171/7958294/187233.80e-088.30e-07171
GO:004259421LiverHCCresponse to starvation121/7958197/187236.08e-081.28e-06121
GO:003166912LiverHCCcellular response to nutrient levels130/7958215/187237.52e-081.51e-06130
GO:005109922LiverHCCpositive regulation of binding108/7958173/187239.22e-081.83e-06108
GO:000974322LiverHCCresponse to carbohydrate149/7958253/187239.55e-081.89e-06149
GO:001631121LiverHCCdephosphorylation230/7958417/187231.00e-071.96e-06230
GO:190321411LiverHCCregulation of protein targeting to mitochondrion36/795844/187231.02e-071.98e-0636
GO:001003822LiverHCCresponse to metal ion208/7958373/187231.35e-072.56e-06208
GO:015011522LiverHCCcell-substrate junction organization69/7958101/187231.36e-072.57e-0669
GO:007099722LiverHCCneuron death202/7958361/187231.44e-072.70e-06202
GO:000647021LiverHCCprotein dephosphorylation162/7958281/187231.91e-073.46e-06162
GO:000170111LiverHCCin utero embryonic development204/7958367/187232.44e-074.30e-06204
GO:000646912LiverHCCnegative regulation of protein kinase activity126/7958212/187234.55e-077.49e-06126
GO:003209221LiverHCCpositive regulation of protein binding59/795885/187234.66e-077.61e-0659
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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
SP3SNVMissense_Mutationc.1030N>Ap.Asp344Asnp.D344NQ02447protein_codingtolerated(0.18)benign(0.011)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SP3SNVMissense_Mutationc.2128N>Tp.His710Tyrp.H710YQ02447protein_codingtolerated(0.82)possibly_damaging(0.579)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
SP3SNVMissense_Mutationc.518T>Gp.Ile173Argp.I173RQ02447protein_codingdeleterious(0)probably_damaging(0.956)TCGA-B6-A0I9-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SP3SNVMissense_Mutationc.2066N>Ap.Arg689Hisp.R689HQ02447protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D8-A142-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamidSD
SP3SNVMissense_Mutationnovelc.1996G>Tp.Asp666Tyrp.D666YQ02447protein_codingdeleterious(0)probably_damaging(1)TCGA-E9-A245-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SP3insertionFrame_Shift_Insnovelc.1023_1024insTTp.Thr342LeufsTer3p.T342Lfs*3Q02447protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SP3SNVMissense_Mutationnovelc.2324C>Tp.Ser775Phep.S775FQ02447protein_codingdeleterious(0.01)probably_damaging(0.915)TCGA-C5-A1MN-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
SP3SNVMissense_Mutationrs761430393c.2165N>Tp.Ala722Valp.A722VQ02447protein_codingtolerated(0.26)benign(0)TCGA-LP-A4AU-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
SP3SNVMissense_Mutationnovelc.1985T>Gp.Phe662Cysp.F662CQ02447protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SP3SNVMissense_Mutationnovelc.706N>Tp.Val236Phep.V236FQ02447protein_codingdeleterious(0)benign(0.383)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
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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
6670SP3TRANSCRIPTION FACTORDOXORUBICINDOXORUBICIN17511886
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