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: DSTN

Gene summary for DSTN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DSTN

Gene ID

11034

Gene namedestrin, actin depolymerizing factor
Gene AliasACTDP
Cytomap20p12.1
Gene Typeprotein-coding
GO ID

GO:0006928

UniProtAcc

P60981


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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
11034DSTNGSM4909285HumanBreastIDC8.49e-25-2.95e-010.21
11034DSTNGSM4909286HumanBreastIDC2.62e-33-3.06e-010.1081
11034DSTNGSM4909287HumanBreastIDC1.29e-17-4.87e-010.2057
11034DSTNGSM4909288HumanBreastIDC1.11e-02-1.55e-010.0988
11034DSTNGSM4909292HumanBreastIDC1.05e-063.80e-010.1236
11034DSTNGSM4909293HumanBreastIDC2.22e-04-8.48e-020.1581
11034DSTNGSM4909294HumanBreastIDC4.61e-211.39e-010.2022
11034DSTNGSM4909296HumanBreastIDC2.55e-12-2.64e-010.1524
11034DSTNGSM4909297HumanBreastIDC2.40e-31-4.82e-010.1517
11034DSTNGSM4909298HumanBreastIDC2.09e-022.17e-010.1551
11034DSTNGSM4909302HumanBreastIDC2.19e-04-2.35e-010.1545
11034DSTNGSM4909303HumanBreastIDC5.32e-042.64e-010.0438
11034DSTNGSM4909304HumanBreastIDC2.27e-36-4.93e-010.1636
11034DSTNGSM4909309HumanBreastIDC2.35e-14-4.54e-010.0483
11034DSTNGSM4909311HumanBreastIDC8.64e-50-1.64e-010.1534
11034DSTNGSM4909312HumanBreastIDC5.46e-101.61e-010.1552
11034DSTNGSM4909315HumanBreastIDC4.35e-714.92e-010.21
11034DSTNGSM4909316HumanBreastIDC7.75e-324.13e-010.21
11034DSTNGSM4909317HumanBreastIDC9.12e-384.51e-010.1355
11034DSTNGSM4909318HumanBreastIDC2.33e-397.16e-010.2031
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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:003295626Oral cavityEOLPregulation of actin cytoskeleton organization84/2218358/187234.24e-103.65e-0884
GO:190290525Oral cavityEOLPpositive regulation of supramolecular fiber organization57/2218209/187238.27e-106.12e-0857
GO:002241121Oral cavityEOLPcellular component disassembly94/2218443/187231.00e-084.89e-0794
GO:003253523Oral cavityEOLPregulation of cellular component size83/2218383/187232.73e-081.12e-0683
GO:011005326Oral cavityEOLPregulation of actin filament organization65/2218278/187234.55e-081.72e-0665
GO:005149524Oral cavityEOLPpositive regulation of cytoskeleton organization55/2218226/187231.19e-073.99e-0655
GO:000815424Oral cavityEOLPactin polymerization or depolymerization53/2218218/187232.08e-076.55e-0653
GO:000806422Oral cavityEOLPregulation of actin polymerization or depolymerization47/2218188/187234.19e-071.19e-0547
GO:003083222Oral cavityEOLPregulation of actin filament length47/2218189/187234.95e-071.34e-0547
GO:003298421Oral cavityEOLPprotein-containing complex disassembly48/2218224/187233.01e-054.30e-0448
GO:004324411Oral cavityEOLPregulation of protein-containing complex disassembly24/2218121/187237.53e-033.62e-0224
GO:00308347Oral cavityEOLPregulation of actin filament depolymerization13/221854/187239.03e-034.14e-0213
GO:190290318ProstateBPHregulation of supramolecular fiber organization133/3107383/187232.40e-188.73e-16133
GO:000701518ProstateBPHactin filament organization147/3107442/187233.36e-181.15e-15147
GO:003297018ProstateBPHregulation of actin filament-based process133/3107397/187237.07e-171.62e-14133
GO:190290518ProstateBPHpositive regulation of supramolecular fiber organization84/3107209/187233.00e-165.63e-1484
GO:003295618ProstateBPHregulation of actin cytoskeleton organization118/3107358/187231.51e-141.87e-12118
GO:005149516ProstateBPHpositive regulation of cytoskeleton organization83/3107226/187231.83e-131.86e-1183
GO:011005318ProstateBPHregulation of actin filament organization96/3107278/187231.90e-131.89e-1196
GO:000815416ProstateBPHactin polymerization or depolymerization72/3107218/187231.82e-097.59e-0872
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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
DSTNdeletionFrame_Shift_Delnovelc.249delNp.Leu84CysfsTer16p.L84Cfs*16P60981protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
DSTNSNVMissense_Mutationc.385C>Gp.Gln129Glup.Q129EP60981protein_codingtolerated(0.19)benign(0.001)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DSTNSNVMissense_Mutationc.404G>Tp.Cys135Phep.C135FP60981protein_codingtolerated(0.08)benign(0.001)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DSTNSNVMissense_Mutationnovelc.272C>Tp.Thr91Ilep.T91IP60981protein_codingdeleterious(0.01)probably_damaging(0.976)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
DSTNSNVMissense_Mutationc.349N>Cp.Tyr117Hisp.Y117HP60981protein_codingdeleterious(0)possibly_damaging(0.822)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
DSTNSNVMissense_Mutationrs138670114c.61C>Tp.Arg21Cysp.R21CP60981protein_codingtolerated(0.2)benign(0.02)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
DSTNinsertionFrame_Shift_Insrs767965259c.300_301insTp.Leu103PhefsTer12p.L103Ffs*12P60981protein_codingTCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DSTNdeletionFrame_Shift_Delrs750962255c.301delNp.Leu103CysfsTer6p.L103Cfs*6P60981protein_codingTCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DSTNinsertionFrame_Shift_Insrs767965259c.308dupTp.Leu103PhefsTer12p.L103Ffs*12P60981protein_codingTCGA-DM-A1HA-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
DSTNinsertionFrame_Shift_Insrs767965259c.300_301insTp.Leu103PhefsTer12p.L103Ffs*12P60981protein_codingTCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
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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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