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: KANSL2

Gene summary for KANSL2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KANSL2

Gene ID

54934

Gene nameKAT8 regulatory NSL complex subunit 2
Gene AliasC12orf41
Cytomap12q13.11
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9H9L4


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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
54934KANSL2LZE4THumanEsophagusESCC1.10e-131.19e-010.0811
54934KANSL2LZE7THumanEsophagusESCC1.21e-115.30e-010.0667
54934KANSL2LZE8THumanEsophagusESCC6.34e-098.00e-020.067
54934KANSL2LZE20THumanEsophagusESCC2.54e-041.08e-020.0662
54934KANSL2LZE24THumanEsophagusESCC1.27e-193.19e-010.0596
54934KANSL2LZE6THumanEsophagusESCC3.44e-069.30e-020.0845
54934KANSL2P1T-EHumanEsophagusESCC7.53e-052.56e-010.0875
54934KANSL2P2T-EHumanEsophagusESCC4.90e-367.15e-010.1177
54934KANSL2P4T-EHumanEsophagusESCC1.77e-204.38e-010.1323
54934KANSL2P5T-EHumanEsophagusESCC4.55e-044.53e-020.1327
54934KANSL2P8T-EHumanEsophagusESCC5.90e-232.75e-010.0889
54934KANSL2P9T-EHumanEsophagusESCC2.62e-101.84e-010.1131
54934KANSL2P10T-EHumanEsophagusESCC2.01e-284.14e-010.116
54934KANSL2P11T-EHumanEsophagusESCC1.49e-183.11e-010.1426
54934KANSL2P12T-EHumanEsophagusESCC6.34e-357.08e-010.1122
54934KANSL2P15T-EHumanEsophagusESCC3.37e-233.79e-010.1149
54934KANSL2P16T-EHumanEsophagusESCC2.87e-244.15e-010.1153
54934KANSL2P17T-EHumanEsophagusESCC3.34e-041.57e-010.1278
54934KANSL2P19T-EHumanEsophagusESCC3.66e-052.03e-010.1662
54934KANSL2P20T-EHumanEsophagusESCC4.13e-235.33e-010.1124
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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
∗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:001839413EsophagusESCCpeptidyl-lysine acetylation123/8552169/187236.58e-132.94e-11123
GO:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:000647313EsophagusESCCprotein acetylation140/8552201/187234.37e-121.69e-10140
GO:001839313EsophagusESCCinternal peptidyl-lysine acetylation114/8552158/187231.16e-114.24e-10114
GO:000647513EsophagusESCCinternal protein amino acid acetylation115/8552160/187231.43e-115.08e-10115
GO:00165735EsophagusESCChistone acetylation110/8552152/187231.95e-116.81e-10110
GO:004396712EsophagusESCChistone H4 acetylation53/855267/187232.11e-084.03e-0753
GO:00439811EsophagusESCChistone H4-K5 acetylation13/855215/187231.31e-036.26e-0313
GO:00439821EsophagusESCChistone H4-K8 acetylation13/855215/187231.31e-036.26e-0313
GO:004398411EsophagusESCChistone H4-K16 acetylation16/855220/187231.85e-038.40e-0316
GO:00165707Oral cavityOSCChistone modification270/7305463/187231.59e-171.50e-15270
GO:00182056Oral cavityOSCCpeptidyl-lysine modification216/7305376/187232.32e-131.16e-11216
GO:00435434Oral cavityOSCCprotein acylation149/7305243/187231.33e-125.80e-11149
GO:00183944Oral cavityOSCCpeptidyl-lysine acetylation108/7305169/187234.55e-111.45e-09108
GO:00064734Oral cavityOSCCprotein acetylation124/7305201/187235.59e-111.74e-09124
GO:00165734Oral cavityOSCChistone acetylation96/7305152/187231.35e-093.29e-0896
GO:00183934Oral cavityOSCCinternal peptidyl-lysine acetylation99/7305158/187231.41e-093.39e-0899
GO:00064754Oral cavityOSCCinternal protein amino acid acetylation100/7305160/187231.43e-093.41e-08100
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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
KANSL2SNVMissense_Mutationnovelc.649C>Gp.Leu217Valp.L217VQ9H9L4protein_codingtolerated(0.44)benign(0.208)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
KANSL2SNVMissense_Mutationrs767969816c.1316N>Gp.Lys439Argp.K439RQ9H9L4protein_codingtolerated_low_confidence(0.85)benign(0)TCGA-LD-A9QF-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxolSD
KANSL2SNVMissense_Mutationnovelc.794N>Ap.Arg265Hisp.R265HQ9H9L4protein_codingtolerated(0.73)benign(0.024)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KANSL2SNVMissense_Mutationnovelc.1013N>Ap.Cys338Tyrp.C338YQ9H9L4protein_codingdeleterious(0)probably_damaging(1)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KANSL2SNVMissense_Mutationc.511N>Ap.Asp171Asnp.D171NQ9H9L4protein_codingdeleterious(0)possibly_damaging(0.654)TCGA-EK-A2R8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KANSL2SNVMissense_Mutationc.201G>Tp.Lys67Asnp.K67NQ9H9L4protein_codingtolerated(0.09)benign(0.066)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KANSL2SNVMissense_Mutationc.896G>Ap.Ser299Asnp.S299NQ9H9L4protein_codingtolerated(0.29)benign(0.326)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KANSL2SNVMissense_Mutationrs762627177c.1120N>Ap.Glu374Lysp.E374KQ9H9L4protein_codingdeleterious(0.04)benign(0.06)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
KANSL2SNVMissense_Mutationc.475N>Ap.Asp159Asnp.D159NQ9H9L4protein_codingtolerated(0.11)benign(0.123)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
KANSL2SNVMissense_Mutationc.956C>Tp.Thr319Ilep.T319IQ9H9L4protein_codingdeleterious(0.04)possibly_damaging(0.65)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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