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: KAT7

Gene summary for KAT7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KAT7

Gene ID

11143

Gene namelysine acetyltransferase 7
Gene AliasHBO1
Cytomap17q21.33
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

O95251


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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
11143KAT7LZE4THumanEsophagusESCC5.63e-071.54e-010.0811
11143KAT7LZE7THumanEsophagusESCC1.65e-062.42e-010.0667
11143KAT7LZE20THumanEsophagusESCC8.69e-031.06e-010.0662
11143KAT7LZE24THumanEsophagusESCC4.15e-154.31e-010.0596
11143KAT7LZE21THumanEsophagusESCC1.14e-042.18e-010.0655
11143KAT7LZE6THumanEsophagusESCC3.55e-071.61e-010.0845
11143KAT7P1T-EHumanEsophagusESCC3.52e-114.36e-010.0875
11143KAT7P2T-EHumanEsophagusESCC4.50e-275.59e-010.1177
11143KAT7P4T-EHumanEsophagusESCC2.34e-183.05e-010.1323
11143KAT7P5T-EHumanEsophagusESCC1.84e-232.78e-010.1327
11143KAT7P8T-EHumanEsophagusESCC1.98e-112.93e-010.0889
11143KAT7P9T-EHumanEsophagusESCC1.79e-041.04e-010.1131
11143KAT7P10T-EHumanEsophagusESCC4.10e-304.92e-010.116
11143KAT7P11T-EHumanEsophagusESCC2.77e-145.60e-010.1426
11143KAT7P12T-EHumanEsophagusESCC1.47e-235.05e-010.1122
11143KAT7P15T-EHumanEsophagusESCC4.78e-173.32e-010.1149
11143KAT7P16T-EHumanEsophagusESCC2.98e-275.31e-010.1153
11143KAT7P17T-EHumanEsophagusESCC3.28e-083.00e-010.1278
11143KAT7P19T-EHumanEsophagusESCC1.17e-022.24e-010.1662
11143KAT7P20T-EHumanEsophagusESCC4.56e-213.84e-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
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:003450418EsophagusESCCprotein localization to nucleus211/8552290/187234.06e-216.60e-19211
GO:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
GO:1903829111EsophagusESCCpositive regulation of cellular protein localization199/8552276/187232.99e-193.45e-17199
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:000635414EsophagusESCCDNA-templated transcription, elongation76/855291/187238.35e-144.11e-1276
GO:005105215EsophagusESCCregulation of DNA metabolic process232/8552359/187232.40e-131.13e-11232
GO:001839413EsophagusESCCpeptidyl-lysine acetylation123/8552169/187236.58e-132.94e-11123
GO:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:190018018EsophagusESCCregulation of protein localization to nucleus102/8552136/187232.84e-121.13e-10102
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:190018217EsophagusESCCpositive regulation of protein localization to nucleus70/855287/187232.63e-118.99e-1070
GO:2001020110EsophagusESCCregulation of response to DNA damage stimulus145/8552219/187235.97e-101.50e-08145
GO:0030099111EsophagusESCCmyeloid cell differentiation232/8552381/187231.22e-092.90e-08232
GO:003105614EsophagusESCCregulation of histone modification106/8552152/187231.52e-093.55e-08106
GO:003278412EsophagusESCCregulation of DNA-templated transcription, elongation45/855253/187233.64e-097.61e-0845
GO:004396712EsophagusESCChistone H4 acetylation53/855267/187232.11e-084.03e-0753
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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
KAT7SNVMissense_Mutationc.1558N>Tp.Arg520Cysp.R520CO95251protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
KAT7SNVMissense_Mutationc.134N>Tp.Ser45Phep.S45FO95251protein_codingdeleterious_low_confidence(0)benign(0.276)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KAT7SNVMissense_Mutationc.1632N>Gp.Ile544Metp.I544MO95251protein_codingtolerated(0.07)probably_damaging(0.967)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KAT7SNVMissense_Mutationnovelc.895N>Cp.Glu299Glnp.E299QO95251protein_codingtolerated(0.16)possibly_damaging(0.786)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
KAT7SNVMissense_Mutationnovelc.1607G>Cp.Gly536Alap.G536AO95251protein_codingtolerated(0.07)benign(0.067)TCGA-AC-A8OP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KAT7insertionNonsense_Mutationnovelc.106_107insATTGAAp.Ser36delinsTyrTerThrp.S36delinsY*TO95251protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KAT7insertionNonsense_Mutationnovelc.107_108insAAAAGCTACTCTAAGTTAAATGAGGTCCAGCAp.Arg37LysfsTer6p.R37Kfs*6O95251protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KAT7SNVMissense_Mutationc.53C>Tp.Ser18Phep.S18FO95251protein_codingdeleterious_low_confidence(0)probably_damaging(0.991)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KAT7SNVMissense_Mutationc.843N>Tp.Glu281Aspp.E281DO95251protein_codingtolerated(0.28)benign(0.003)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KAT7SNVMissense_Mutationrs769376467c.1525N>Tp.Arg509Cysp.R509CO95251protein_codingdeleterious(0)possibly_damaging(0.495)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
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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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