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: SPRED2

Gene summary for SPRED2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPRED2

Gene ID

200734

Gene namesprouty related EVH1 domain containing 2
Gene AliasSpred-2
Cytomap2p14
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

B3KPL5


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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
200734SPRED2HTA11_3410_2000001011HumanColorectumAD6.63e-05-3.90e-010.0155
200734SPRED2HTA11_347_2000001011HumanColorectumAD2.57e-034.27e-01-0.1954
200734SPRED2F007HumanColorectumFAP1.95e-07-5.05e-010.1176
200734SPRED2A001-C-207HumanColorectumFAP3.90e-03-1.57e-010.1278
200734SPRED2A015-C-203HumanColorectumFAP9.13e-32-6.44e-01-0.1294
200734SPRED2A015-C-204HumanColorectumFAP1.08e-07-4.28e-01-0.0228
200734SPRED2A014-C-040HumanColorectumFAP1.97e-04-5.01e-01-0.1184
200734SPRED2A002-C-201HumanColorectumFAP8.78e-18-5.29e-010.0324
200734SPRED2A001-C-119HumanColorectumFAP4.41e-10-5.78e-01-0.1557
200734SPRED2A001-C-108HumanColorectumFAP2.96e-21-4.10e-01-0.0272
200734SPRED2A002-C-205HumanColorectumFAP5.76e-23-5.76e-01-0.1236
200734SPRED2A001-C-104HumanColorectumFAP8.53e-04-2.77e-010.0184
200734SPRED2A015-C-005HumanColorectumFAP6.57e-07-4.55e-01-0.0336
200734SPRED2A015-C-006HumanColorectumFAP1.61e-16-6.00e-01-0.0994
200734SPRED2A015-C-106HumanColorectumFAP4.83e-15-3.72e-01-0.0511
200734SPRED2A002-C-114HumanColorectumFAP8.98e-19-5.59e-01-0.1561
200734SPRED2A015-C-104HumanColorectumFAP4.39e-38-7.06e-01-0.1899
200734SPRED2A001-C-014HumanColorectumFAP4.42e-14-4.05e-010.0135
200734SPRED2A002-C-016HumanColorectumFAP1.94e-22-5.06e-010.0521
200734SPRED2A015-C-002HumanColorectumFAP7.36e-12-5.80e-01-0.0763
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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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:0072331ColorectumADsignal transduction by p53 class mediator58/3918163/187231.04e-052.40e-0458
GO:0010563ColorectumADnegative regulation of phosphorus metabolic process130/3918442/187231.26e-052.76e-04130
GO:0045936ColorectumADnegative regulation of phosphate metabolic process129/3918441/187231.81e-053.76e-04129
GO:2001020ColorectumADregulation of response to DNA damage stimulus71/3918219/187234.38e-057.65e-0471
GO:1901796ColorectumADregulation of signal transduction by p53 class mediator36/391893/187236.58e-051.07e-0336
GO:0042326ColorectumADnegative regulation of phosphorylation112/3918385/187238.02e-051.27e-03112
GO:0001933ColorectumADnegative regulation of protein phosphorylation101/3918342/187239.39e-051.42e-03101
GO:1901798ColorectumADpositive regulation of signal transduction by p53 class mediator14/391825/187231.27e-041.83e-0314
GO:0043409ColorectumADnegative regulation of MAPK cascade57/3918180/187234.61e-045.14e-0357
GO:0007178ColorectumADtransmembrane receptor protein serine/threonine kinase signaling pathway99/3918355/187239.92e-049.28e-0399
GO:2001022ColorectumADpositive regulation of response to DNA damage stimulus36/3918105/187231.02e-039.47e-0336
GO:0071559ColorectumADresponse to transforming growth factor beta74/3918256/187231.45e-031.23e-0274
GO:0071560ColorectumADcellular response to transforming growth factor beta stimulus72/3918250/187231.85e-031.52e-0272
GO:0007179ColorectumADtransforming growth factor beta receptor signaling pathway59/3918198/187231.94e-031.58e-0259
GO:0018210ColorectumADpeptidyl-threonine modification40/3918125/187232.44e-031.88e-0240
GO:0018107ColorectumADpeptidyl-threonine phosphorylation37/3918116/187233.68e-032.61e-0237
GO:0030330ColorectumADDNA damage response, signal transduction by p53 class mediator25/391872/187234.65e-033.16e-0225
GO:00715591ColorectumFAPresponse to transforming growth factor beta63/2622256/187233.82e-061.32e-0463
GO:00071782ColorectumFAPtransmembrane receptor protein serine/threonine kinase signaling pathway81/2622355/187234.28e-061.46e-0481
GO:00715601ColorectumFAPcellular response to transforming growth factor beta stimulus61/2622250/187237.22e-062.19e-0461
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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
SPRED2SNVMissense_Mutationnovelc.1181N>Cp.Tyr394Serp.Y394SQ7Z698protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
SPRED2insertionFrame_Shift_Insrs754129301c.301_302insAp.Thr101AsnfsTer7p.T101Nfs*7Q7Z698protein_codingTCGA-LL-A740-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
SPRED2SNVMissense_Mutationc.188G>Ap.Arg63Glnp.R63QQ7Z698protein_codingtolerated(0.05)probably_damaging(1)TCGA-Q1-A6DW-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SPRED2SNVMissense_Mutationc.1102N>Ap.Asp368Asnp.D368NQ7Z698protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SPRED2SNVMissense_Mutationc.1223N>Tp.Arg408Metp.R408MQ7Z698protein_codingdeleterious(0.03)possibly_damaging(0.806)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SPRED2SNVMissense_Mutationrs749197715c.43C>Tp.Arg15Cysp.R15CQ7Z698protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SPRED2SNVMissense_Mutationc.895N>Tp.Arg299Trpp.R299WQ7Z698protein_codingdeleterious(0)probably_damaging(0.962)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
SPRED2SNVMissense_Mutationc.628N>Ap.Asp210Asnp.D210NQ7Z698protein_codingdeleterious(0)possibly_damaging(0.704)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
SPRED2SNVMissense_Mutationc.115N>Gp.Ser39Glyp.S39GQ7Z698protein_codingdeleterious(0)possibly_damaging(0.854)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SPRED2SNVMissense_Mutationrs754327382c.677C>Tp.Thr226Metp.T226MQ7Z698protein_codingtolerated(0.05)probably_damaging(0.981)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
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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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