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: SATB2

Gene summary for SATB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SATB2

Gene ID

23314

Gene nameSATB homeobox 2
Gene AliasGLSS
Cytomap2q33.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A024R3U6


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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
23314SATB2HTA11_3410_2000001011HumanColorectumAD6.87e-12-5.45e-010.0155
23314SATB2HTA11_78_2000001011HumanColorectumAD2.74e-021.40e-01-0.1088
23314SATB2HTA11_347_2000001011HumanColorectumAD5.42e-341.35e+00-0.1954
23314SATB2HTA11_83_2000001011HumanColorectumSER1.13e-033.78e-01-0.1526
23314SATB2HTA11_696_2000001011HumanColorectumAD4.18e-084.12e-01-0.1464
23314SATB2HTA11_866_2000001011HumanColorectumAD3.10e-095.14e-01-0.1001
23314SATB2HTA11_2992_2000001011HumanColorectumSER3.83e-083.06e-01-0.1706
23314SATB2HTA11_546_2000001011HumanColorectumAD7.91e-033.53e-01-0.0842
23314SATB2HTA11_7862_2000001011HumanColorectumAD1.38e-106.42e-01-0.0179
23314SATB2HTA11_8622_2000001021HumanColorectumSER1.77e-03-5.31e-010.0528
23314SATB2HTA11_7663_2000001011HumanColorectumSER6.88e-146.19e-010.0131
23314SATB2HTA11_10623_2000001011HumanColorectumAD1.37e-066.40e-01-0.0177
23314SATB2HTA11_6801_2000001011HumanColorectumSER3.60e-061.41e-010.0171
23314SATB2HTA11_7696_3000711011HumanColorectumAD3.59e-03-1.03e-010.0674
23314SATB2HTA11_7469_2000001011HumanColorectumAD1.81e-062.80e-01-0.0124
23314SATB2HTA11_99999970781_79442HumanColorectumMSS3.31e-043.85e-010.294
23314SATB2HTA11_99999971662_82457HumanColorectumMSS2.24e-062.48e-010.3859
23314SATB2HTA11_99999974143_84620HumanColorectumMSS1.39e-101-1.36e+000.3005
23314SATB2F007HumanColorectumFAP1.07e-14-6.86e-010.1176
23314SATB2A002-C-010HumanColorectumFAP1.21e-07-3.02e-010.242
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:0001649ColorectumADosteoblast differentiation70/3918229/187233.59e-044.18e-0370
GO:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
GO:0006338ColorectumADchromatin remodeling70/3918255/187237.44e-034.53e-0270
GO:0001503ColorectumADossification106/3918408/187237.68e-034.64e-02106
GO:00016491ColorectumSERosteoblast differentiation56/2897229/187232.49e-044.21e-0356
GO:00063251ColorectumSERchromatin organization89/2897409/187234.15e-046.17e-0389
GO:00015031ColorectumSERossification82/2897408/187236.76e-034.78e-0282
GO:00063252ColorectumMSSchromatin organization107/3467409/187237.22e-051.21e-03107
GO:00016492ColorectumMSSosteoblast differentiation64/3467229/187232.91e-043.83e-0364
GO:00485681ColorectumMSSembryonic organ development100/3467427/187236.00e-034.03e-02100
GO:00015032ColorectumMSSossification96/3467408/187236.09e-034.07e-0296
GO:00063253ColorectumFAPchromatin organization84/2622409/187231.62e-042.47e-0384
GO:00016493ColorectumFAPosteoblast differentiation51/2622229/187234.40e-045.22e-0351
GO:00015033ColorectumFAPossification79/2622408/187231.53e-031.37e-0279
GO:00485682ColorectumFAPembryonic organ development79/2622427/187235.32e-033.49e-0279
GO:0030900ColorectumFAPforebrain development70/2622379/187238.64e-034.98e-0270
GO:00063254ColorectumCRCchromatin organization74/2078409/187231.48e-054.61e-0474
GO:00309001ColorectumCRCforebrain development66/2078379/187231.36e-042.57e-0366
GO:00016494ColorectumCRCosteoblast differentiation41/2078229/187231.36e-031.50e-0241
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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
SATB2SNVMissense_Mutationc.2072N>Tp.Asp691Valp.D691VQ9UPW6protein_codingdeleterious(0.01)benign(0.039)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SATB2SNVMissense_Mutationc.1665N>Gp.Ile555Metp.I555MQ9UPW6protein_codingdeleterious(0.02)probably_damaging(0.918)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SATB2SNVMissense_Mutationc.1504N>Gp.Gln502Glup.Q502EQ9UPW6protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SATB2SNVMissense_Mutationc.1882N>Tp.Ile628Phep.I628FQ9UPW6protein_codingdeleterious(0)probably_damaging(0.992)TCGA-B6-A0IC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SATB2SNVMissense_Mutationnovelc.1394N>Ap.Thr465Asnp.T465NQ9UPW6protein_codingtolerated(0.33)possibly_damaging(0.824)TCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SATB2SNVMissense_Mutationc.324C>Gp.His108Glnp.H108QQ9UPW6protein_codingdeleterious(0.05)probably_damaging(0.997)TCGA-BH-A0DG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
SATB2SNVMissense_Mutationrs777257792c.1699N>Tp.Arg567Cysp.R567CQ9UPW6protein_codingdeleterious(0)possibly_damaging(0.848)TCGA-BH-A1F8-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
SATB2SNVMissense_Mutationc.1853G>Ap.Arg618Hisp.R618HQ9UPW6protein_codingdeleterious(0)possibly_damaging(0.703)TCGA-E2-A155-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SATB2SNVMissense_Mutationnovelc.965N>Tp.Ala322Valp.A322VQ9UPW6protein_codingdeleterious(0)probably_damaging(0.997)TCGA-LL-A7SZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
SATB2insertionFrame_Shift_Insnovelc.1994_1995insTp.Gln666ProfsTer23p.Q666Pfs*23Q9UPW6protein_codingTCGA-AN-A03X-01Breastbreast invasive 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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