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: ASTN2

Gene summary for ASTN2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ASTN2

Gene ID

23245

Gene nameastrotactin 2
Gene AliasbA67K19.1
Cytomap9q33.1
Gene Typeprotein-coding
GO ID

GO:0001736

UniProtAcc

B7ZKP4


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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
23245ASTN2HTA11_3410_2000001011HumanColorectumAD3.45e-501.04e+000.0155
23245ASTN2HTA11_2487_2000001011HumanColorectumSER6.90e-231.11e+00-0.1808
23245ASTN2HTA11_2951_2000001011HumanColorectumAD2.80e-171.36e+000.0216
23245ASTN2HTA11_1938_2000001011HumanColorectumAD5.74e-301.10e+00-0.0811
23245ASTN2HTA11_78_2000001011HumanColorectumAD3.04e-156.17e-01-0.1088
23245ASTN2HTA11_347_2000001011HumanColorectumAD2.01e-511.38e+00-0.1954
23245ASTN2HTA11_411_2000001011HumanColorectumSER3.94e-181.69e+00-0.2602
23245ASTN2HTA11_3361_2000001011HumanColorectumAD6.45e-361.60e+00-0.1207
23245ASTN2HTA11_83_2000001011HumanColorectumSER6.84e-178.98e-01-0.1526
23245ASTN2HTA11_696_2000001011HumanColorectumAD3.47e-531.26e+00-0.1464
23245ASTN2HTA11_866_2000001011HumanColorectumAD1.52e-381.03e+00-0.1001
23245ASTN2HTA11_1391_2000001011HumanColorectumAD1.20e-441.53e+00-0.059
23245ASTN2HTA11_2992_2000001011HumanColorectumSER1.70e-171.41e+00-0.1706
23245ASTN2HTA11_5212_2000001011HumanColorectumAD1.16e-056.58e-01-0.2061
23245ASTN2HTA11_5216_2000001011HumanColorectumSER3.05e-181.50e+00-0.1462
23245ASTN2HTA11_546_2000001011HumanColorectumAD2.06e-241.22e+00-0.0842
23245ASTN2HTA11_866_3004761011HumanColorectumAD4.15e-328.68e-010.096
23245ASTN2HTA11_4255_2000001011HumanColorectumSER1.09e-099.85e-010.0446
23245ASTN2HTA11_9408_2000001011HumanColorectumAD8.70e-081.01e+000.0451
23245ASTN2HTA11_8622_2000001021HumanColorectumSER6.56e-045.97e-010.0528
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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
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
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:1903828ColorectumADnegative regulation of cellular protein localization39/3918117/187231.18e-031.06e-0239
GO:0001738ColorectumADmorphogenesis of a polarized epithelium31/391894/187234.30e-032.95e-0231
GO:0034394ColorectumADprotein localization to cell surface24/391868/187234.33e-032.97e-0224
GO:2000009ColorectumADnegative regulation of protein localization to cell surface7/391812/187235.09e-033.38e-027
GO:19038281ColorectumSERnegative regulation of cellular protein localization30/2897117/187232.96e-032.62e-0230
GO:20000091ColorectumSERnegative regulation of protein localization to cell surface6/289712/187235.42e-034.03e-026
GO:19038282ColorectumMSSnegative regulation of cellular protein localization36/3467117/187239.19e-049.34e-0336
GO:20000092ColorectumMSSnegative regulation of protein localization to cell surface7/346712/187232.45e-031.97e-027
GO:00343941ColorectumMSSprotein localization to cell surface22/346768/187234.37e-033.10e-0222
GO:2000008ColorectumMSSregulation of protein localization to cell surface15/346741/187234.88e-033.40e-0215
GO:190382811LiverHCCnegative regulation of cellular protein localization71/7958117/187235.44e-055.12e-0471
GO:19038287ProstateBPHnegative regulation of cellular protein localization36/3107117/187231.04e-049.58e-0436
GO:00017386ProstateBPHmorphogenesis of a polarized epithelium25/310794/187239.36e-033.98e-0225
GO:190382812ProstateTumornegative regulation of cellular protein localization36/3246117/187232.55e-042.14e-0336
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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
ASTN2SNVMissense_Mutationnovelc.772N>Ap.Val258Metp.V258MO75129protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ASTN2SNVMissense_Mutationc.874N>Ap.Asp292Asnp.D292NO75129protein_codingtolerated_low_confidence(0.17)possibly_damaging(0.794)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ASTN2SNVMissense_Mutationc.1426N>Ap.Asp476Asnp.D476NO75129protein_codingdeleterious(0)possibly_damaging(0.842)TCGA-AC-A2FE-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ASTN2SNVMissense_Mutationc.2281N>Ap.Asp761Asnp.D761NO75129protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
ASTN2SNVMissense_Mutationc.1667N>Gp.Glu556Glyp.E556GO75129protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ASTN2SNVMissense_Mutationnovelc.1328C>Ap.Pro443Glnp.P443QO75129protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ASTN2SNVMissense_Mutationc.1765N>Cp.Glu589Glnp.E589QO75129protein_codingdeleterious(0.01)possibly_damaging(0.6)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ASTN2SNVMissense_Mutationc.2664N>Cp.Glu888Aspp.E888DO75129protein_codingtolerated_low_confidence(0.13)benign(0.007)TCGA-GM-A2DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
ASTN2SNVMissense_Mutationnovelc.3496N>Cp.Glu1166Glnp.E1166QO75129protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-OL-A5DA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ASTN2insertionFrame_Shift_Insnovelc.770_771insCTACCTTTCCCAGCTTCTAAp.Val258TyrfsTer68p.V258Yfs*68O75129protein_codingTCGA-A8-A06X-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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