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: ATL3

Gene summary for ATL3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATL3

Gene ID

25923

Gene nameatlastin GTPase 3
Gene AliasHSN1F
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

B4DXC4


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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
25923ATL3LZE4THumanEsophagusESCC1.88e-215.86e-010.0811
25923ATL3LZE7THumanEsophagusESCC8.68e-073.83e-010.0667
25923ATL3LZE8THumanEsophagusESCC1.37e-021.17e-010.067
25923ATL3LZE24THumanEsophagusESCC8.04e-226.09e-010.0596
25923ATL3LZE6THumanEsophagusESCC3.42e-022.17e-010.0845
25923ATL3P2T-EHumanEsophagusESCC3.75e-243.82e-010.1177
25923ATL3P4T-EHumanEsophagusESCC6.41e-235.63e-010.1323
25923ATL3P5T-EHumanEsophagusESCC6.46e-275.87e-010.1327
25923ATL3P8T-EHumanEsophagusESCC1.33e-158.20e-020.0889
25923ATL3P9T-EHumanEsophagusESCC1.01e-092.07e-010.1131
25923ATL3P10T-EHumanEsophagusESCC1.55e-102.29e-010.116
25923ATL3P11T-EHumanEsophagusESCC1.56e-209.62e-010.1426
25923ATL3P12T-EHumanEsophagusESCC1.25e-243.99e-010.1122
25923ATL3P15T-EHumanEsophagusESCC2.81e-141.62e-010.1149
25923ATL3P16T-EHumanEsophagusESCC7.84e-182.38e-010.1153
25923ATL3P17T-EHumanEsophagusESCC6.57e-125.54e-010.1278
25923ATL3P19T-EHumanEsophagusESCC5.57e-091.05e+000.1662
25923ATL3P20T-EHumanEsophagusESCC2.05e-102.47e-010.1124
25923ATL3P21T-EHumanEsophagusESCC4.87e-531.20e+000.1617
25923ATL3P22T-EHumanEsophagusESCC9.13e-182.45e-010.1236
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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
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:000702914EsophagusESCCendoplasmic reticulum organization65/855287/187233.28e-086.08e-0765
GO:00070308EsophagusESCCGolgi organization101/8552157/187231.78e-062.10e-05101
GO:00717865EsophagusESCCendoplasmic reticulum tubular network organization15/855218/187231.20e-035.88e-0315
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:00070301LiverCirrhoticGolgi organization68/4634157/187232.57e-076.41e-0668
GO:00070292LiverCirrhoticendoplasmic reticulum organization42/463487/187231.67e-063.22e-0542
GO:00717861LiverCirrhoticendoplasmic reticulum tubular network organization11/463418/187231.13e-037.73e-0311
GO:000702911LiverHCCendoplasmic reticulum organization64/795887/187233.92e-091.04e-0764
GO:00070302LiverHCCGolgi organization99/7958157/187231.54e-072.85e-0699
GO:00717862LiverHCCendoplasmic reticulum tubular network organization15/795818/187234.74e-043.12e-0315
GO:00070294Oral cavityOSCCendoplasmic reticulum organization58/730587/187231.59e-072.61e-0658
GO:00070307Oral cavityOSCCGolgi organization92/7305157/187234.96e-077.27e-0692
GO:0051259Oral cavityOSCCprotein complex oligomerization121/7305238/187231.29e-049.21e-04121
GO:00717864Oral cavityOSCCendoplasmic reticulum tubular network organization14/730518/187239.51e-044.96e-0314
GO:000702913Oral cavityLPendoplasmic reticulum organization41/462387/187234.49e-069.16e-0541
GO:00512591Oral cavityLPprotein complex oligomerization85/4623238/187238.81e-051.11e-0385
GO:007178611Oral cavityLPendoplasmic reticulum tubular network organization10/462318/187234.91e-033.06e-0210
GO:00070296SkincSCCendoplasmic reticulum organization42/486487/187236.36e-068.92e-0542
GO:00070309SkincSCCGolgi organization64/4864157/187233.53e-053.83e-0464
GO:007178612SkincSCCendoplasmic reticulum tubular network organization11/486418/187231.74e-031.06e-0211
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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
ATL3SNVMissense_Mutationrs765720770c.935N>Gp.Asn312Serp.N312SQ6DD88protein_codingtolerated(0.29)benign(0.255)TCGA-D8-A141-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
ATL3SNVMissense_Mutationc.422N>Ap.Met141Lysp.M141KQ6DD88protein_codingdeleterious(0)probably_damaging(0.982)TCGA-D8-A1X9-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycin+cyclophosphamideSD
ATL3SNVMissense_Mutationnovelc.1280N>Cp.Asn427Thrp.N427TQ6DD88protein_codingtolerated(0.06)benign(0.062)TCGA-E2-A15A-06Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
ATL3SNVMissense_Mutationc.992N>Cp.Ile331Thrp.I331TQ6DD88protein_codingdeleterious(0)possibly_damaging(0.904)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ATL3SNVMissense_Mutationc.760N>Tp.His254Tyrp.H254YQ6DD88protein_codingdeleterious(0.03)benign(0.097)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ATL3SNVMissense_Mutationnovelc.1450C>Tp.Leu484Phep.L484FQ6DD88protein_codingtolerated(0.05)benign(0.349)TCGA-VS-A94W-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ATL3SNVMissense_Mutationnovelc.547N>Tp.Leu183Phep.L183FQ6DD88protein_codingdeleterious(0)probably_damaging(0.991)TCGA-VS-A9UY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ATL3SNVMissense_Mutationc.1586N>Tp.Ala529Valp.A529VQ6DD88protein_codingtolerated(0.16)benign(0.033)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
ATL3SNVMissense_Mutationc.1201A>Gp.Thr401Alap.T401AQ6DD88protein_codingtolerated(0.29)benign(0.02)TCGA-A6-A566-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinPD
ATL3SNVMissense_Mutationrs759377612c.945N>Tp.Lys315Asnp.K315NQ6DD88protein_codingdeleterious(0.04)benign(0.185)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
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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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