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: ATXN1L

Gene summary for ATXN1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATXN1L

Gene ID

342371

Gene nameataxin 1 like
Gene AliasBOAT
Cytomap16q22.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P0C7T5


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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
342371ATXN1LC04HumanOral cavityOSCC3.83e-044.49e-010.2633
342371ATXN1LC21HumanOral cavityOSCC1.09e-104.47e-010.2678
342371ATXN1LC30HumanOral cavityOSCC1.10e-125.16e-010.3055
342371ATXN1LC38HumanOral cavityOSCC3.09e-035.60e-010.172
342371ATXN1LC43HumanOral cavityOSCC1.16e-072.02e-010.1704
342371ATXN1LC46HumanOral cavityOSCC6.30e-052.19e-010.1673
342371ATXN1LC57HumanOral cavityOSCC3.72e-052.64e-010.1679
342371ATXN1LC08HumanOral cavityOSCC1.96e-072.61e-010.1919
342371ATXN1LLN46HumanOral cavityOSCC7.49e-033.30e-010.1666
342371ATXN1LSYSMH2HumanOral cavityOSCC2.21e-062.23e-010.2326
342371ATXN1LSYSMH3HumanOral cavityOSCC3.11e-031.38e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:00303238Oral cavityOSCCrespiratory tube development95/7305181/187231.53e-041.07e-0395
GO:00301983Oral cavityOSCCextracellular matrix organization146/7305301/187234.67e-042.77e-03146
GO:00303248Oral cavityOSCClung development91/7305177/187235.18e-043.01e-0391
GO:00452293Oral cavityOSCCexternal encapsulating structure organization147/7305304/187235.30e-043.08e-03147
GO:00430623Oral cavityOSCCextracellular structure organization146/7305302/187235.59e-043.23e-03146
GO:00605416Oral cavityOSCCrespiratory system development100/7305203/187231.83e-038.60e-03100
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0502228Oral cavityOSCCPathways of neurodegeneration - multiple diseases292/3704476/84651.60e-154.47e-142.28e-14292
hsa043305Oral cavityOSCCNotch signaling pathway44/370462/84651.26e-055.55e-052.83e-0544
hsa0501725Oral cavityOSCCSpinocerebellar ataxia86/3704143/84655.21e-052.08e-041.06e-0486
hsa05022112Oral cavityOSCCPathways of neurodegeneration - multiple diseases292/3704476/84651.60e-154.47e-142.28e-14292
hsa0433012Oral cavityOSCCNotch signaling pathway44/370462/84651.26e-055.55e-052.83e-0544
hsa05017111Oral cavityOSCCSpinocerebellar ataxia86/3704143/84655.21e-052.08e-041.06e-0486
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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
ATXN1LSNVMissense_Mutationc.682C>Gp.Pro228Alap.P228AP0C7T5protein_codingdeleterious(0.01)benign(0.14)TCGA-D8-A13Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
ATXN1LSNVMissense_Mutationrs761404202c.1015C>Tp.Arg339Trpp.R339WP0C7T5protein_codingdeleterious(0)probably_damaging(0.939)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ATXN1LSNVMissense_Mutationnovelc.1484G>Ap.Arg495Hisp.R495HP0C7T5protein_codingtolerated(0.05)probably_damaging(0.927)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ATXN1LSNVMissense_Mutationc.1847G>Ap.Arg616Lysp.R616KP0C7T5protein_codingtolerated(0.23)possibly_damaging(0.533)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ATXN1LSNVMissense_Mutationrs760845337c.1940G>Tp.Cys647Phep.C647FP0C7T5protein_codingtolerated(0.69)benign(0.033)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ATXN1LSNVMissense_Mutationnovelc.1631N>Tp.Pro544Leup.P544LP0C7T5protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A8QH-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapygemcitabinePD
ATXN1LSNVMissense_Mutationc.1301N>Tp.Ser434Leup.S434LP0C7T5protein_codingtolerated(0.08)benign(0.001)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ATXN1LSNVMissense_Mutationrs770317159c.1832N>Tp.Thr611Metp.T611MP0C7T5protein_codingtolerated(0.1)probably_damaging(0.913)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ATXN1LSNVMissense_Mutationc.811G>Cp.Gly271Argp.G271RP0C7T5protein_codingtolerated(0.08)benign(0.02)TCGA-AA-A03J-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ATXN1LSNVMissense_Mutationrs761404202c.1015C>Tp.Arg339Trpp.R339WP0C7T5protein_codingdeleterious(0)probably_damaging(0.939)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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
342371ATXN1LDRUG RESISTANCETRAMETINIBTRAMETINIB28178529
342371ATXN1LDRUG RESISTANCEVEMURAFENIBVEMURAFENIB28178529
342371ATXN1LDRUG RESISTANCEDABRAFENIBDABRAFENIB28178529
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