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: AMTN

Gene summary for AMTN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AMTN

Gene ID

401138

Gene nameamelotin
Gene AliasAI3B
Cytomap4q13.3
Gene Typeprotein-coding
GO ID

GO:0007155

UniProtAcc

Q6UX39


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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
401138AMTNP10T-EHumanEsophagusESCC7.92e-693.29e+000.116
401138AMTNP11T-EHumanEsophagusESCC9.33e-273.80e+000.1426
401138AMTNP12T-EHumanEsophagusESCC2.05e-076.24e-010.1122
401138AMTNP21T-EHumanEsophagusESCC7.98e-138.84e-010.1617
401138AMTNP24T-EHumanEsophagusESCC9.20e-066.50e-010.1287
401138AMTNP31T-EHumanEsophagusESCC2.22e-1265.47e+000.1251
401138AMTNP37T-EHumanEsophagusESCC1.93e-091.44e+000.1371
401138AMTNP61T-EHumanEsophagusESCC1.58e-353.18e+000.099
401138AMTNP62T-EHumanEsophagusESCC2.57e-057.67e-010.1302
401138AMTNP76T-EHumanEsophagusESCC4.30e-103.28e+000.1207
401138AMTNP89T-EHumanEsophagusESCC6.22e-101.78e+000.1752
401138AMTNP107T-EHumanEsophagusESCC3.10e-796.15e+000.171
401138AMTNC04HumanOral cavityOSCC5.33e-053.67e-010.2633
401138AMTNC30HumanOral cavityOSCC2.05e-243.43e+000.3055
401138AMTNC38HumanOral cavityOSCC5.89e-103.87e+000.172
401138AMTNC43HumanOral cavityOSCC1.52e-021.07e+000.1704
401138AMTNC51HumanOral cavityOSCC9.47e-343.36e+000.2674
401138AMTNC57HumanOral cavityOSCC6.45e-054.13e-010.1679
401138AMTNC06HumanOral cavityOSCC3.63e-073.39e+000.2699
401138AMTNC08HumanOral cavityOSCC1.01e-031.31e+000.1919
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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
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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
AMTNSNVMissense_Mutationnovelc.80C>Ap.Pro27Hisp.P27HQ6UX39protein_codingdeleterious(0)possibly_damaging(0.789)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AMTNSNVMissense_Mutationc.346N>Cp.Ser116Prop.S116PQ6UX39protein_codingdeleterious(0)probably_damaging(0.998)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AMTNSNVMissense_Mutationnovelc.518N>Tp.Pro173Leup.P173LQ6UX39protein_codingtolerated(0.06)benign(0.382)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
AMTNSNVMissense_Mutationnovelc.267N>Tp.Leu89Phep.L89FQ6UX39protein_codingdeleterious(0.01)possibly_damaging(0.901)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AMTNSNVMissense_Mutationc.575N>Tp.Arg192Metp.R192MQ6UX39protein_codingdeleterious(0)probably_damaging(0.947)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AMTNSNVMissense_Mutationnovelc.559C>Tp.Pro187Serp.P187SQ6UX39protein_codingdeleterious(0.01)possibly_damaging(0.881)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
AMTNSNVMissense_Mutationnovelc.369N>Ap.Phe123Leup.F123LQ6UX39protein_codingtolerated(0.2)benign(0.024)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
AMTNSNVMissense_Mutationc.284N>Gp.Leu95Argp.L95RQ6UX39protein_codingdeleterious(0)probably_damaging(0.992)TCGA-05-4418-01Lunglung adenocarcinomaMale>=65III/IVUnknownUnknownSD
AMTNSNVMissense_Mutationnovelc.112C>Ap.Leu38Ilep.L38IQ6UX39protein_codingtolerated(0.16)possibly_damaging(0.677)TCGA-69-A59K-01Lunglung adenocarcinomaFemale<65I/IIChemotherapycisplatinSD
AMTNSNVMissense_Mutationnovelc.396N>Ap.Phe132Leup.F132LQ6UX39protein_codingtolerated(0.15)benign(0.003)TCGA-MN-A4N4-01Lunglung adenocarcinomaMale<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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