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: KANSL3

Gene summary for KANSL3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KANSL3

Gene ID

55683

Gene nameKAT8 regulatory NSL complex subunit 3
Gene AliasKIAA1310
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9P2N6


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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
55683KANSL3LZE4THumanEsophagusESCC1.37e-051.64e-010.0811
55683KANSL3LZE7THumanEsophagusESCC1.38e-042.15e-010.0667
55683KANSL3LZE8THumanEsophagusESCC1.65e-026.44e-020.067
55683KANSL3LZE22THumanEsophagusESCC4.25e-042.12e-010.068
55683KANSL3LZE24THumanEsophagusESCC1.87e-071.37e-010.0596
55683KANSL3P1T-EHumanEsophagusESCC1.89e-072.45e-010.0875
55683KANSL3P2T-EHumanEsophagusESCC1.64e-212.27e-010.1177
55683KANSL3P4T-EHumanEsophagusESCC3.24e-102.23e-010.1323
55683KANSL3P5T-EHumanEsophagusESCC4.30e-121.00e-010.1327
55683KANSL3P8T-EHumanEsophagusESCC2.73e-141.88e-010.0889
55683KANSL3P9T-EHumanEsophagusESCC1.07e-071.46e-010.1131
55683KANSL3P10T-EHumanEsophagusESCC1.30e-132.69e-010.116
55683KANSL3P11T-EHumanEsophagusESCC4.12e-083.07e-010.1426
55683KANSL3P12T-EHumanEsophagusESCC4.88e-122.69e-010.1122
55683KANSL3P15T-EHumanEsophagusESCC1.01e-081.84e-010.1149
55683KANSL3P16T-EHumanEsophagusESCC3.71e-108.88e-020.1153
55683KANSL3P20T-EHumanEsophagusESCC5.62e-069.05e-020.1124
55683KANSL3P21T-EHumanEsophagusESCC2.07e-108.02e-020.1617
55683KANSL3P22T-EHumanEsophagusESCC1.44e-101.81e-010.1236
55683KANSL3P23T-EHumanEsophagusESCC3.68e-152.42e-010.108
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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
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
∗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:00165703LiverNAFLDhistone modification90/1882463/187235.74e-101.28e-0790
GO:0018205LiverNAFLDpeptidyl-lysine modification65/1882376/187239.42e-063.02e-0465
GO:0043543LiverNAFLDprotein acylation43/1882243/187231.70e-043.07e-0343
GO:0006473LiverNAFLDprotein acetylation37/1882201/187232.10e-043.61e-0337
GO:0018394LiverNAFLDpeptidyl-lysine acetylation32/1882169/187233.24e-045.00e-0332
GO:0018393LiverNAFLDinternal peptidyl-lysine acetylation28/1882158/187232.10e-032.06e-0228
GO:0006475LiverNAFLDinternal protein amino acid acetylation28/1882160/187232.54e-032.36e-0228
GO:0016573LiverNAFLDhistone acetylation26/1882152/187234.85e-033.84e-0226
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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
KANSL3SNVMissense_Mutationc.739N>Gp.Leu247Valp.L247VQ9P2N6protein_codingdeleterious(0.04)probably_damaging(0.994)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
KANSL3SNVMissense_Mutationrs370690563c.868N>Tp.Arg290Cysp.R290CQ9P2N6protein_codingdeleterious(0.02)possibly_damaging(0.796)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
KANSL3SNVMissense_Mutationc.2176N>Gp.Gln726Glup.Q726EQ9P2N6protein_codingdeleterious_low_confidence(0)possibly_damaging(0.473)TCGA-D8-A27L-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycin+cuclophosphamideSD
KANSL3insertionNonsense_Mutationnovelc.2204_2205insGACTGGCTGATTGAAGGGGCTGCp.Ile735MetfsTer4p.I735Mfs*4Q9P2N6protein_codingTCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KANSL3insertionNonsense_Mutationnovelc.233_234insGATCACTGCCCTGTAATTATTTTGTATCATCTTCATTGAp.Ile78delinsMetIleThrAlaLeuTerLeuPheCysIleIlePheIleGlup.I78delinsMITAL*LFCIIFIEQ9P2N6protein_codingTCGA-AN-A0AL-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
KANSL3deletionIn_Frame_Delnovelc.827_841delNNNNNNNNNNNNNNNp.Ile276_Pro281delinsThrp.I276_P281delinsTQ9P2N6protein_codingTCGA-BH-A0BA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
KANSL3SNVMissense_Mutationnovelc.1039N>Ap.Pro347Thrp.P347TQ9P2N6protein_codingdeleterious(0.01)possibly_damaging(0.791)TCGA-EK-A2IP-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KANSL3SNVMissense_Mutationnovelc.1887C>Ap.Asp629Glup.D629EQ9P2N6protein_codingtolerated_low_confidence(0.69)benign(0.003)TCGA-Q1-A6DV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KANSL3SNVMissense_Mutationnovelc.430C>Ap.Leu144Ilep.L144IQ9P2N6protein_codingtolerated(0.11)possibly_damaging(0.542)TCGA-ZJ-AAXN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KANSL3SNVMissense_Mutationnovelc.2009N>Tp.Thr670Ilep.T670IQ9P2N6protein_codingdeleterious_low_confidence(0)benign(0.047)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
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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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