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: ASXL1

Gene summary for ASXL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ASXL1

Gene ID

171023

Gene nameASXL transcriptional regulator 1
Gene AliasBOPS
Cytomap20q11.21
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q498B9


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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
171023ASXL1AEH-subject1HumanEndometriumAEH4.92e-235.80e-01-0.3059
171023ASXL1AEH-subject2HumanEndometriumAEH2.43e-084.08e-01-0.2525
171023ASXL1AEH-subject3HumanEndometriumAEH6.68e-144.87e-01-0.2576
171023ASXL1AEH-subject4HumanEndometriumAEH1.34e-156.00e-01-0.2657
171023ASXL1AEH-subject5HumanEndometriumAEH5.99e-246.79e-01-0.2953
171023ASXL1EEC-subject1HumanEndometriumEEC1.36e-236.42e-01-0.2682
171023ASXL1EEC-subject2HumanEndometriumEEC3.60e-083.75e-01-0.2607
171023ASXL1EEC-subject3HumanEndometriumEEC2.34e-062.60e-01-0.2525
171023ASXL1EEC-subject4HumanEndometriumEEC4.94e-114.50e-01-0.2571
171023ASXL1EEC-subject5HumanEndometriumEEC1.84e-043.21e-01-0.249
171023ASXL1GSM5276934HumanEndometriumEEC1.51e-042.85e-01-0.0913
171023ASXL1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.03e-071.71e-02-0.1869
171023ASXL1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.38e-07-3.47e-02-0.1875
171023ASXL1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.16e-104.64e-03-0.1883
171023ASXL1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.20e-085.95e-02-0.1934
171023ASXL1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC5.84e-13-3.02e-02-0.1917
171023ASXL1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.34e-15-5.23e-02-0.1916
171023ASXL1GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC3.43e-052.74e-01-0.1269
171023ASXL1LZE4THumanEsophagusESCC1.81e-075.23e-010.0811
171023ASXL1LZE7THumanEsophagusESCC2.06e-135.85e-010.0667
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:003052210EndometriumAEHintracellular receptor signaling pathway60/2100265/187237.16e-083.77e-0660
GO:004873216EndometriumAEHgland development83/2100436/187238.62e-073.11e-0583
GO:00016556EndometriumAEHurogenital system development67/2100338/187232.30e-066.76e-0567
GO:00720015EndometriumAEHrenal system development61/2100302/187233.43e-069.24e-0561
GO:00018224EndometriumAEHkidney development57/2100293/187232.25e-054.35e-0457
GO:004887216EndometriumAEHhomeostasis of number of cells53/2100272/187234.10e-056.99e-0453
GO:00609932EndometriumAEHkidney morphogenesis24/210093/187236.73e-051.04e-0324
GO:005123510EndometriumAEHmaintenance of location60/2100327/187238.19e-051.22e-0360
GO:000206415EndometriumAEHepithelial cell development43/2100220/187231.94e-042.48e-0343
GO:00720736EndometriumAEHkidney epithelium development29/2100136/187234.71e-044.91e-0329
GO:00030072EndometriumAEHheart morphogenesis45/2100246/187236.41e-046.23e-0345
GO:00720093EndometriumAEHnephron epithelium development24/2100109/187238.69e-048.03e-0324
GO:00720064EndometriumAEHnephron development29/2100142/187239.80e-048.89e-0329
GO:00610052EndometriumAEHcell differentiation involved in kidney development15/210057/187231.20e-031.04e-0215
GO:00483842EndometriumAEHretinoic acid receptor signaling pathway10/210031/187231.48e-031.23e-0210
GO:00358504EndometriumAEHepithelial cell differentiation involved in kidney development13/210047/187231.53e-031.26e-0213
GO:00605414EndometriumAEHrespiratory system development37/2100203/187231.97e-031.54e-0237
GO:00303246EndometriumAEHlung development33/2100177/187232.30e-031.74e-0233
GO:00303236EndometriumAEHrespiratory tube development33/2100181/187233.33e-032.32e-0233
GO:00483852EndometriumAEHregulation of retinoic acid receptor signaling pathway6/210016/187235.84e-033.55e-026
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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
ASXL1SNVMissense_Mutationc.3992N>Ap.Pro1331Glnp.P1331QQ8IXJ9protein_codingdeleterious_low_confidence(0)possibly_damaging(0.887)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ASXL1SNVMissense_Mutationc.124N>Ap.Gly42Argp.G42RQ8IXJ9protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-B6-A40B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ASXL1SNVMissense_Mutationnovelc.2068N>Cp.Asp690Hisp.D690HQ8IXJ9protein_codingdeleterious(0)probably_damaging(0.988)TCGA-BH-A0B9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ASXL1SNVMissense_Mutationc.2587N>Cp.Asp863Hisp.D863HQ8IXJ9protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.897)TCGA-BH-A0B9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ASXL1SNVMissense_Mutationc.3016N>Ap.Glu1006Lysp.E1006KQ8IXJ9protein_codingdeleterious(0)probably_damaging(0.952)TCGA-BH-A0B9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ASXL1SNVMissense_Mutationc.3382N>Tp.Asp1128Tyrp.D1128YQ8IXJ9protein_codingdeleterious(0.01)possibly_damaging(0.69)TCGA-BH-A0B9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ASXL1SNVMissense_Mutationc.3593N>Tp.Gly1198Valp.G1198VQ8IXJ9protein_codingdeleterious(0)probably_damaging(0.947)TCGA-BH-A0B9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ASXL1SNVMissense_Mutationc.3047N>Tp.Ala1016Valp.A1016VQ8IXJ9protein_codingtolerated(0.39)benign(0.073)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ASXL1SNVMissense_Mutationc.3557N>Tp.Thr1186Ilep.T1186IQ8IXJ9protein_codingdeleterious(0.01)benign(0.251)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ASXL1SNVMissense_Mutationc.2024N>Tp.Pro675Leup.P675LQ8IXJ9protein_codingtolerated_low_confidence(0.16)benign(0.009)TCGA-D8-A1JK-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
171023ASXL1CLINICALLY ACTIONABLE, NUCLEAR HORMONE RECEPTORN/A24220272,26849014,20880116,21714648,23690417
171023ASXL1CLINICALLY ACTIONABLE, NUCLEAR HORMONE RECEPTORAzacitidineAZACITIDINE25224413
171023ASXL1CLINICALLY ACTIONABLE, NUCLEAR HORMONE RECEPTORDecitabineDECITABINE25224413
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