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: ASH2L

Gene summary for ASH2L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ASH2L

Gene ID

9070

Gene nameASH2 like, histone lysine methyltransferase complex subunit
Gene AliasASH2
Cytomap8p11.23
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9UBL3


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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
9070ASH2LLZE4THumanEsophagusESCC1.29e-092.19e-010.0811
9070ASH2LLZE24THumanEsophagusESCC1.47e-132.72e-010.0596
9070ASH2LP1T-EHumanEsophagusESCC3.37e-042.94e-010.0875
9070ASH2LP2T-EHumanEsophagusESCC8.15e-253.84e-010.1177
9070ASH2LP4T-EHumanEsophagusESCC6.83e-132.81e-010.1323
9070ASH2LP5T-EHumanEsophagusESCC3.83e-077.23e-020.1327
9070ASH2LP8T-EHumanEsophagusESCC1.82e-061.86e-010.0889
9070ASH2LP9T-EHumanEsophagusESCC4.99e-078.50e-020.1131
9070ASH2LP10T-EHumanEsophagusESCC6.59e-242.67e-010.116
9070ASH2LP11T-EHumanEsophagusESCC2.30e-123.82e-010.1426
9070ASH2LP12T-EHumanEsophagusESCC1.02e-122.91e-010.1122
9070ASH2LP15T-EHumanEsophagusESCC1.14e-531.15e+000.1149
9070ASH2LP16T-EHumanEsophagusESCC1.81e-162.38e-010.1153
9070ASH2LP17T-EHumanEsophagusESCC1.70e-042.59e-010.1278
9070ASH2LP20T-EHumanEsophagusESCC4.26e-203.62e-010.1124
9070ASH2LP21T-EHumanEsophagusESCC1.28e-231.78e-010.1617
9070ASH2LP22T-EHumanEsophagusESCC9.65e-081.15e-010.1236
9070ASH2LP23T-EHumanEsophagusESCC4.98e-163.67e-010.108
9070ASH2LP24T-EHumanEsophagusESCC2.11e-132.05e-010.1287
9070ASH2LP26T-EHumanEsophagusESCC1.18e-081.82e-010.1276
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
GO:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:000647914EsophagusESCCprotein methylation115/8552181/187239.07e-071.16e-05115
GO:000821314EsophagusESCCprotein alkylation115/8552181/187239.07e-071.16e-05115
GO:00165718EsophagusESCChistone methylation89/8552141/187232.17e-051.87e-0489
GO:003496814EsophagusESCChistone lysine methylation72/8552115/187231.85e-041.18e-0372
GO:001802214EsophagusESCCpeptidyl-lysine methylation79/8552131/187235.17e-042.86e-0379
GO:00436275EsophagusESCCresponse to estrogen45/855275/187238.75e-033.08e-0245
GO:00165707Oral cavityOSCChistone modification270/7305463/187231.59e-171.50e-15270
GO:00182056Oral cavityOSCCpeptidyl-lysine modification216/7305376/187232.32e-131.16e-11216
GO:00064797Oral cavityOSCCprotein methylation92/7305181/187237.86e-044.26e-0392
GO:00082137Oral cavityOSCCprotein alkylation92/7305181/187237.86e-044.26e-0392
GO:00434142Oral cavityOSCCmacromolecule methylation149/7305316/187231.82e-038.60e-03149
GO:00165717Oral cavityOSCChistone methylation72/7305141/187232.36e-031.04e-0272
GO:00322591Oral cavityOSCCmethylation168/7305364/187233.03e-031.31e-02168
GO:00349687Oral cavityOSCChistone lysine methylation58/7305115/187238.25e-033.01e-0258
GO:001820513Oral cavityLPpeptidyl-lysine modification136/4623376/187233.64e-071.06e-05136
GO:001657014Oral cavityLPhistone modification152/4623463/187234.04e-055.90e-04152
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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
ASH2LSNVMissense_Mutationc.1849N>Ap.Glu617Lysp.E617KQ9UBL3protein_codingdeleterious(0.03)benign(0.152)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ASH2LSNVMissense_Mutationc.553N>Ap.Glu185Lysp.E185KQ9UBL3protein_codingtolerated(0.65)possibly_damaging(0.572)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ASH2LSNVMissense_Mutationrs373871950c.1018G>Ap.Gly340Serp.G340SQ9UBL3protein_codingdeleterious(0.04)benign(0.045)TCGA-A7-A13H-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozolePD
ASH2LSNVMissense_Mutationc.1749G>Tp.Lys583Asnp.K583NQ9UBL3protein_codingdeleterious(0)possibly_damaging(0.521)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ASH2LSNVMissense_Mutationc.570N>Tp.Met190Ilep.M190IQ9UBL3protein_codingtolerated(0.05)possibly_damaging(0.822)TCGA-B6-A0RU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ASH2LSNVMissense_Mutationnovelc.718C>Ap.Pro240Thrp.P240TQ9UBL3protein_codingtolerated(0.23)probably_damaging(0.994)TCGA-BH-A18Q-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ASH2LSNVMissense_Mutationnovelc.1810N>Ap.Glu604Lysp.E604KQ9UBL3protein_codingdeleterious(0.05)probably_damaging(0.971)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ASH2LSNVMissense_Mutationc.388N>Tp.Gly130Cysp.G130CQ9UBL3protein_codingdeleterious(0)benign(0.325)TCGA-A6-4105-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ASH2LSNVMissense_Mutationc.1727N>Cp.Ile576Thrp.I576TQ9UBL3protein_codingdeleterious(0.01)benign(0.081)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ASH2LSNVMissense_Mutationnovelc.944G>Ap.Arg315Glnp.R315QQ9UBL3protein_codingtolerated(0.09)benign(0.005)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=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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