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: AMN1

Gene summary for AMN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AMN1

Gene ID

196394

Gene nameantagonist of mitotic exit network 1 homolog
Gene AliasAMN1
Cytomap12p11.21
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q8IY45


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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
196394AMN1LZE8THumanEsophagusESCC2.63e-062.71e-010.067
196394AMN1LZE24THumanEsophagusESCC3.99e-112.56e-010.0596
196394AMN1P2T-EHumanEsophagusESCC5.40e-132.29e-010.1177
196394AMN1P4T-EHumanEsophagusESCC4.81e-112.68e-010.1323
196394AMN1P5T-EHumanEsophagusESCC2.60e-081.39e-010.1327
196394AMN1P8T-EHumanEsophagusESCC4.98e-051.02e-010.0889
196394AMN1P10T-EHumanEsophagusESCC1.72e-143.19e-010.116
196394AMN1P12T-EHumanEsophagusESCC4.25e-153.52e-010.1122
196394AMN1P15T-EHumanEsophagusESCC5.91e-102.75e-010.1149
196394AMN1P16T-EHumanEsophagusESCC3.00e-354.84e-010.1153
196394AMN1P17T-EHumanEsophagusESCC2.82e-021.55e-010.1278
196394AMN1P20T-EHumanEsophagusESCC9.55e-051.54e-010.1124
196394AMN1P21T-EHumanEsophagusESCC4.92e-121.18e-010.1617
196394AMN1P22T-EHumanEsophagusESCC7.06e-264.98e-010.1236
196394AMN1P23T-EHumanEsophagusESCC2.15e-143.59e-010.108
196394AMN1P24T-EHumanEsophagusESCC1.90e-041.24e-010.1287
196394AMN1P26T-EHumanEsophagusESCC1.83e-194.09e-010.1276
196394AMN1P27T-EHumanEsophagusESCC2.36e-162.95e-010.1055
196394AMN1P28T-EHumanEsophagusESCC3.32e-061.28e-010.1149
196394AMN1P30T-EHumanEsophagusESCC1.17e-021.39e-010.137
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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:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0043161111EsophagusESCCproteasome-mediated ubiquitin-dependent protein catabolic process312/8552412/187233.53e-364.48e-33312
GO:00311461EsophagusESCCSCF-dependent proteasomal ubiquitin-dependent protein catabolic process33/855249/187231.80e-038.26e-0333
GO:001049820Oral cavityOSCCproteasomal protein catabolic process336/7305490/187235.45e-418.63e-38336
GO:004316120Oral cavityOSCCproteasome-mediated ubiquitin-dependent protein catabolic process285/7305412/187235.68e-365.99e-33285
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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
AMN1SNVMissense_Mutationc.60N>Tp.Lys20Asnp.K20NQ8IY45protein_codingtolerated(0.08)benign(0.235)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
AMN1SNVMissense_Mutationc.257N>Cp.Lys86Thrp.K86TQ8IY45protein_codingtolerated(0.09)benign(0.079)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
AMN1SNVMissense_Mutationc.130N>Cp.Met44Leup.M44LQ8IY45protein_codingtolerated(0.14)benign(0.003)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
AMN1SNVMissense_Mutationc.439G>Ap.Asp147Asnp.D147NQ8IY45protein_codingtolerated(1)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
AMN1SNVMissense_Mutationrs772678124c.205C>Tp.Arg69Trpp.R69WQ8IY45protein_codingdeleterious(0.01)possibly_damaging(0.729)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
AMN1SNVMissense_Mutationnovelc.371G>Tp.Arg124Ilep.R124IQ8IY45protein_codingdeleterious(0.01)possibly_damaging(0.863)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
AMN1SNVMissense_Mutationc.107N>Cp.Ile36Thrp.I36TQ8IY45protein_codingdeleterious(0)possibly_damaging(0.617)TCGA-AX-A05S-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnspecificCarboplatin & PaclitaxelPD
AMN1SNVMissense_Mutationnovelc.605N>Ap.Gly202Glup.G202EQ8IY45protein_codingtolerated(0.87)benign(0.001)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AMN1SNVMissense_Mutationc.439G>Ap.Asp147Asnp.D147NQ8IY45protein_codingtolerated(1)benign(0.003)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
AMN1SNVMissense_Mutationnovelc.649N>Gp.Thr217Alap.T217AQ8IY45protein_codingtolerated(0.14)benign(0.024)TCGA-B5-A11Y-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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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