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: AMOTL1

Gene summary for AMOTL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AMOTL1

Gene ID

154810

Gene nameangiomotin like 1
Gene AliasJEAP
Cytomap11q21
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q8IY63


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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
154810AMOTL1LZE4THumanEsophagusESCC1.24e-041.54e-010.0811
154810AMOTL1LZE24THumanEsophagusESCC1.88e-052.70e-010.0596
154810AMOTL1P1T-EHumanEsophagusESCC8.53e-031.25e-010.0875
154810AMOTL1P2T-EHumanEsophagusESCC1.45e-194.00e-010.1177
154810AMOTL1P4T-EHumanEsophagusESCC1.58e-276.67e-010.1323
154810AMOTL1P5T-EHumanEsophagusESCC6.35e-101.40e-010.1327
154810AMOTL1P8T-EHumanEsophagusESCC4.04e-081.20e-010.0889
154810AMOTL1P9T-EHumanEsophagusESCC4.57e-152.65e-010.1131
154810AMOTL1P10T-EHumanEsophagusESCC8.43e-294.55e-010.116
154810AMOTL1P11T-EHumanEsophagusESCC6.79e-175.44e-010.1426
154810AMOTL1P12T-EHumanEsophagusESCC9.72e-213.49e-010.1122
154810AMOTL1P15T-EHumanEsophagusESCC5.36e-081.82e-010.1149
154810AMOTL1P16T-EHumanEsophagusESCC3.72e-203.36e-010.1153
154810AMOTL1P17T-EHumanEsophagusESCC1.25e-126.06e-010.1278
154810AMOTL1P19T-EHumanEsophagusESCC7.21e-096.71e-010.1662
154810AMOTL1P20T-EHumanEsophagusESCC2.21e-071.23e-010.1124
154810AMOTL1P21T-EHumanEsophagusESCC3.31e-358.41e-010.1617
154810AMOTL1P22T-EHumanEsophagusESCC9.64e-182.82e-010.1236
154810AMOTL1P23T-EHumanEsophagusESCC2.51e-062.06e-010.108
154810AMOTL1P24T-EHumanEsophagusESCC1.67e-031.17e-010.1287
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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
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
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:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:000716320EsophagusESCCestablishment or maintenance of cell polarity143/8552218/187232.05e-094.65e-08143
GO:003001018EsophagusESCCestablishment of cell polarity96/8552143/187231.69e-072.67e-0696
GO:000166720EsophagusESCCameboidal-type cell migration250/8552475/187231.22e-035.97e-03250
GO:00353297EsophagusESCChippo signaling26/855240/187231.08e-023.66e-0226
GO:000716318Oral cavityOSCCestablishment or maintenance of cell polarity129/7305218/187231.16e-092.86e-08129
GO:001605510Oral cavityOSCCWnt signaling pathway227/7305444/187231.10e-071.87e-06227
GO:019873810Oral cavityOSCCcell-cell signaling by wnt227/7305446/187231.75e-072.86e-06227
GO:003001016Oral cavityOSCCestablishment of cell polarity82/7305143/187236.56e-067.24e-0582
GO:000166719Oral cavityOSCCameboidal-type cell migration228/7305475/187233.46e-053.10e-04228
GO:0001667110Oral cavityEOLPameboidal-type cell migration100/2218475/187235.24e-092.85e-07100
GO:001605523Oral cavityEOLPWnt signaling pathway89/2218444/187233.66e-071.06e-0589
GO:019873823Oral cavityEOLPcell-cell signaling by wnt89/2218446/187234.49e-071.25e-0589
GO:000716325Oral cavityEOLPestablishment or maintenance of cell polarity51/2218218/187231.22e-062.94e-0551
GO:003001024Oral cavityEOLPestablishment of cell polarity31/2218143/187235.84e-044.93e-0331
GO:001605532Oral cavityNEOLPWnt signaling pathway93/2005444/187231.35e-101.34e-0893
GO:019873832Oral cavityNEOLPcell-cell signaling by wnt93/2005446/187231.73e-101.66e-0893
GO:000166725Oral cavityNEOLPameboidal-type cell migration96/2005475/187235.16e-104.14e-0896
GO:000716333Oral cavityNEOLPestablishment or maintenance of cell polarity53/2005218/187237.21e-093.82e-0753
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04530211EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa04530310EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa0453030Oral cavityOSCCTight junction102/3704169/84658.68e-063.93e-052.00e-05102
hsa04530114Oral cavityOSCCTight junction102/3704169/84658.68e-063.93e-052.00e-05102
hsa04530210Oral cavityEOLPTight junction39/1218169/84651.52e-035.34e-033.15e-0339
hsa0453038Oral cavityEOLPTight junction39/1218169/84651.52e-035.34e-033.15e-0339
hsa0453045Oral cavityNEOLPTight junction39/1112169/84652.50e-041.62e-031.02e-0339
hsa0453055Oral cavityNEOLPTight junction39/1112169/84652.50e-041.62e-031.02e-0339
hsa0453028ProstateBPHTight junction68/1718169/84651.70e-092.55e-081.58e-0868
hsa04530113ProstateBPHTight junction68/1718169/84651.70e-092.55e-081.58e-0868
hsa0453029ProstateTumorTight junction69/1791169/84653.92e-096.18e-083.83e-0869
hsa0453037ProstateTumorTight junction69/1791169/84653.92e-096.18e-083.83e-0869
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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
AMOTL1SNVMissense_Mutationc.469N>Tp.Arg157Cysp.R157CQ8IY63protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A2-A0T5-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificTaxotereSD
AMOTL1SNVMissense_Mutationc.749N>Ap.Leu250Glnp.L250QQ8IY63protein_codingdeleterious(0.02)probably_damaging(0.986)TCGA-A2-A1G4-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyadriamycinSD
AMOTL1SNVMissense_Mutationnovelc.2372C>Tp.Ala791Valp.A791VQ8IY63protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
AMOTL1SNVMissense_Mutationrs761369392c.2375G>Ap.Arg792Hisp.R792HQ8IY63protein_codingdeleterious(0)probably_damaging(0.985)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
AMOTL1SNVMissense_Mutationnovelc.2399N>Tp.Ala800Valp.A800VQ8IY63protein_codingdeleterious(0.03)benign(0.1)TCGA-AN-A0FK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
AMOTL1SNVMissense_Mutationc.1404G>Tp.Lys468Asnp.K468NQ8IY63protein_codingdeleterious(0)possibly_damaging(0.628)TCGA-BH-A0HN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
AMOTL1SNVMissense_Mutationrs771509658c.340G>Ap.Glu114Lysp.E114KQ8IY63protein_codingdeleterious(0)probably_damaging(0.975)TCGA-BH-A1ES-06Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
AMOTL1SNVMissense_Mutationc.1480N>Cp.Glu494Glnp.E494QQ8IY63protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
AMOTL1SNVMissense_Mutationc.2848N>Cp.Glu950Glnp.E950QQ8IY63protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.494)TCGA-EW-A1OV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinSD
AMOTL1insertionFrame_Shift_Insnovelc.178_179insTATGGGCTCTCAACTCCTCTCTTACTCTp.Ser60IlefsTer11p.S60Ifs*11Q8IY63protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
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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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