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: ATN1

Gene summary for ATN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATN1

Gene ID

1822

Gene nameatrophin 1
Gene AliasB37
Cytomap12p13.31
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P54259


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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
1822ATN1LZE2THumanEsophagusESCC2.57e-032.29e-010.082
1822ATN1LZE4THumanEsophagusESCC1.88e-06-9.47e-020.0811
1822ATN1LZE5THumanEsophagusESCC4.14e-02-4.37e-020.0514
1822ATN1LZE7THumanEsophagusESCC7.77e-115.86e-010.0667
1822ATN1LZE8THumanEsophagusESCC4.71e-113.23e-010.067
1822ATN1LZE20THumanEsophagusESCC1.87e-056.55e-020.0662
1822ATN1LZE22THumanEsophagusESCC2.44e-032.04e-010.068
1822ATN1LZE24THumanEsophagusESCC9.30e-072.37e-010.0596
1822ATN1LZE6THumanEsophagusESCC3.77e-065.98e-020.0845
1822ATN1P1T-EHumanEsophagusESCC1.75e-093.49e-010.0875
1822ATN1P2T-EHumanEsophagusESCC1.24e-275.78e-010.1177
1822ATN1P4T-EHumanEsophagusESCC1.03e-113.23e-010.1323
1822ATN1P5T-EHumanEsophagusESCC1.45e-10-5.81e-020.1327
1822ATN1P8T-EHumanEsophagusESCC2.48e-275.91e-010.0889
1822ATN1P9T-EHumanEsophagusESCC7.42e-069.00e-020.1131
1822ATN1P10T-EHumanEsophagusESCC4.74e-163.34e-010.116
1822ATN1P11T-EHumanEsophagusESCC4.36e-051.53e-010.1426
1822ATN1P12T-EHumanEsophagusESCC1.15e-312.98e-010.1122
1822ATN1P15T-EHumanEsophagusESCC1.11e-142.94e-010.1149
1822ATN1P16T-EHumanEsophagusESCC3.03e-327.36e-010.1153
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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
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:0070997111EsophagusESCCneuron death216/8552361/187233.49e-086.45e-07216
GO:0051402110EsophagusESCCneuron apoptotic process148/8552246/187233.08e-063.47e-05148
GO:007099712LiverCirrhoticneuron death141/4634361/187239.56e-104.38e-08141
GO:00514027LiverCirrhoticneuron apoptotic process91/4634246/187231.18e-051.68e-0491
GO:007099722LiverHCCneuron death202/7958361/187231.44e-072.70e-06202
GO:005140212LiverHCCneuron apoptotic process135/7958246/187235.64e-055.26e-04135
GO:007099720Oral cavityOSCCneuron death202/7305361/187233.75e-111.23e-09202
GO:005140217Oral cavityOSCCneuron apoptotic process134/7305246/187235.65e-078.19e-06134
GO:0070997110Oral cavityLPneuron death135/4623361/187234.31e-081.52e-06135
GO:005140218Oral cavityLPneuron apoptotic process91/4623246/187231.07e-051.94e-0491
GO:0070997113ThyroidPTCneuron death171/5968361/187234.32e-101.38e-08171
GO:0051402112ThyroidPTCneuron apoptotic process118/5968246/187238.99e-081.81e-06118
GO:0070997210ThyroidATCneuron death176/6293361/187231.43e-093.57e-08176
GO:005140227ThyroidATCneuron apoptotic process120/6293246/187235.41e-077.75e-06120
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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
ATN1SNVMissense_Mutationnovelc.3392C>Gp.Ser1131Cysp.S1131CP54259protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.99)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ATN1SNVMissense_Mutationc.1031C>Tp.Pro344Leup.P344LP54259protein_codingdeleterious_low_confidence(0)benign(0)TCGA-A2-A0CL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
ATN1SNVMissense_Mutationc.3186N>Gp.His1062Glnp.H1062QP54259protein_codingdeleterious_low_confidence(0.01)benign(0.125)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ATN1SNVMissense_Mutationnovelc.3028N>Tp.Ala1010Serp.A1010SP54259protein_codingtolerated_low_confidence(0.11)possibly_damaging(0.489)TCGA-AC-A3QP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
ATN1SNVMissense_Mutationc.2881N>Tp.His961Tyrp.H961YP54259protein_codingdeleterious_low_confidence(0.04)probably_damaging(0.985)TCGA-AR-A1AQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ATN1SNVMissense_Mutationc.3266N>Cp.Leu1089Prop.L1089PP54259protein_codingdeleterious_low_confidence(0)probably_damaging(0.999)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ATN1SNVMissense_Mutationc.3368N>Gp.Tyr1123Cysp.Y1123CP54259protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ATN1SNVMissense_Mutationc.3409N>Ap.Ala1137Thrp.A1137TP54259protein_codingdeleterious_low_confidence(0)probably_damaging(0.998)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATN1SNVMissense_Mutationnovelc.917N>Tp.Ala306Valp.A306VP54259protein_codingdeleterious_low_confidence(0)probably_damaging(0.992)TCGA-BH-A203-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ATN1SNVMissense_Mutationc.194C>Tp.Pro65Leup.P65LP54259protein_codingtolerated_low_confidence(0.18)possibly_damaging(0.675)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
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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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