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: ATXN3

Gene summary for ATXN3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATXN3

Gene ID

4287

Gene nameataxin 3
Gene AliasAT3
Cytomap14q32.12
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

P54252


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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
4287ATXN3LZE2THumanEsophagusESCC4.79e-023.62e-010.082
4287ATXN3LZE4THumanEsophagusESCC7.80e-193.95e-010.0811
4287ATXN3LZE5THumanEsophagusESCC1.58e-063.86e-010.0514
4287ATXN3LZE7THumanEsophagusESCC9.71e-031.27e-010.0667
4287ATXN3LZE20THumanEsophagusESCC8.18e-122.48e-010.0662
4287ATXN3LZE22THumanEsophagusESCC3.38e-052.32e-010.068
4287ATXN3LZE24THumanEsophagusESCC2.17e-152.51e-010.0596
4287ATXN3LZE21THumanEsophagusESCC2.86e-051.50e-010.0655
4287ATXN3LZE6THumanEsophagusESCC1.80e-051.00e-010.0845
4287ATXN3P1T-EHumanEsophagusESCC1.02e-062.09e-010.0875
4287ATXN3P2T-EHumanEsophagusESCC1.50e-164.11e-010.1177
4287ATXN3P4T-EHumanEsophagusESCC1.53e-316.47e-010.1323
4287ATXN3P5T-EHumanEsophagusESCC1.13e-123.37e-010.1327
4287ATXN3P8T-EHumanEsophagusESCC9.07e-345.26e-010.0889
4287ATXN3P9T-EHumanEsophagusESCC1.99e-122.22e-010.1131
4287ATXN3P10T-EHumanEsophagusESCC8.54e-599.65e-010.116
4287ATXN3P11T-EHumanEsophagusESCC3.64e-195.91e-010.1426
4287ATXN3P12T-EHumanEsophagusESCC7.92e-559.22e-010.1122
4287ATXN3P15T-EHumanEsophagusESCC1.56e-539.50e-010.1149
4287ATXN3P16T-EHumanEsophagusESCC5.38e-254.54e-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
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:003133120Oral cavityOSCCpositive regulation of cellular catabolic process273/7305427/187236.39e-262.02e-23273
GO:004217620Oral cavityOSCCregulation of protein catabolic process254/7305391/187231.07e-253.22e-23254
GO:003497620Oral cavityOSCCresponse to endoplasmic reticulum stress178/7305256/187232.59e-236.06e-21178
GO:004586220Oral cavityOSCCpositive regulation of proteolysis236/7305372/187236.53e-221.38e-19236
GO:190336220Oral cavityOSCCregulation of cellular protein catabolic process174/7305255/187232.04e-213.70e-19174
GO:190305020Oral cavityOSCCregulation of proteolysis involved in cellular protein catabolic process152/7305221/187232.16e-193.15e-17152
GO:003596620Oral cavityOSCCresponse to topologically incorrect protein117/7305159/187236.93e-198.60e-17117
GO:006113620Oral cavityOSCCregulation of proteasomal protein catabolic process132/7305187/187231.57e-181.81e-16132
GO:004573220Oral cavityOSCCpositive regulation of protein catabolic process150/7305231/187231.06e-157.64e-14150
GO:190336420Oral cavityOSCCpositive regulation of cellular protein catabolic process106/7305155/187231.07e-135.53e-12106
GO:190180018Oral cavityOSCCpositive regulation of proteasomal protein catabolic process82/7305114/187239.33e-134.22e-1182
GO:003596720Oral cavityOSCCcellular response to topologically incorrect protein83/7305116/187231.09e-124.84e-1183
GO:190305217Oral cavityOSCCpositive regulation of proteolysis involved in cellular protein catabolic process92/7305133/187231.60e-126.90e-1192
GO:00365035Oral cavityOSCCERAD pathway76/7305107/187231.76e-116.11e-1076
GO:190589720Oral cavityOSCCregulation of response to endoplasmic reticulum stress60/730582/187233.38e-109.11e-0960
GO:003460519Oral cavityOSCCcellular response to heat51/730569/187234.00e-098.95e-0851
GO:000940817Oral cavityOSCCresponse to heat73/7305110/187235.56e-091.21e-0773
GO:003158917Oral cavityOSCCcell-substrate adhesion193/7305363/187232.48e-084.82e-07193
GO:001081019Oral cavityOSCCregulation of cell-substrate adhesion126/7305221/187234.02e-087.55e-07126
GO:19058984Oral cavityOSCCpositive regulation of response to endoplasmic reticulum stress28/730535/187238.71e-071.19e-0528
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05022210EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa0501728EsophagusESCCSpinocerebellar ataxia94/4205143/84656.77e-052.90e-041.48e-0494
hsa0502238EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa0501736EsophagusESCCSpinocerebellar ataxia94/4205143/84656.77e-052.90e-041.48e-0494
hsa0414114LiverCirrhoticProtein processing in endoplasmic reticulum114/2530174/84651.16e-229.67e-215.96e-21114
hsa0502214LiverCirrhoticPathways of neurodegeneration - multiple diseases217/2530476/84657.30e-142.03e-121.25e-12217
hsa0501710LiverCirrhoticSpinocerebellar ataxia66/2530143/84652.58e-052.15e-041.32e-0466
hsa0414115LiverCirrhoticProtein processing in endoplasmic reticulum114/2530174/84651.16e-229.67e-215.96e-21114
hsa0502215LiverCirrhoticPathways of neurodegeneration - multiple diseases217/2530476/84657.30e-142.03e-121.25e-12217
hsa0501711LiverCirrhoticSpinocerebellar ataxia66/2530143/84652.58e-052.15e-041.32e-0466
hsa0414122LiverHCCProtein processing in endoplasmic reticulum146/4020174/84657.34e-242.46e-211.37e-21146
hsa0502222LiverHCCPathways of neurodegeneration - multiple diseases298/4020476/84656.59e-121.30e-107.22e-11298
hsa0501721LiverHCCSpinocerebellar ataxia92/4020143/84653.20e-051.88e-041.04e-0492
hsa0414132LiverHCCProtein processing in endoplasmic reticulum146/4020174/84657.34e-242.46e-211.37e-21146
hsa0502232LiverHCCPathways of neurodegeneration - multiple diseases298/4020476/84656.59e-121.30e-107.22e-11298
hsa0501731LiverHCCSpinocerebellar ataxia92/4020143/84653.20e-051.88e-041.04e-0492
hsa0414130Oral cavityOSCCProtein processing in endoplasmic reticulum143/3704174/84656.82e-262.28e-231.16e-23143
hsa0502228Oral cavityOSCCPathways of neurodegeneration - multiple diseases292/3704476/84651.60e-154.47e-142.28e-14292
hsa0501725Oral cavityOSCCSpinocerebellar ataxia86/3704143/84655.21e-052.08e-041.06e-0486
hsa04141113Oral cavityOSCCProtein processing in endoplasmic reticulum143/3704174/84656.82e-262.28e-231.16e-23143
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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
ATXN3SNVMissense_Mutationc.227C>Tp.Ser76Phep.S76FP54252protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-A2-A1FX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
ATXN3SNVMissense_Mutationc.674N>Cp.Asp225Alap.D225AP54252protein_codingdeleterious(0.01)possibly_damaging(0.575)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ATXN3SNVMissense_Mutationc.138N>Cp.Met46Ilep.M46IP54252protein_codingtolerated(0.33)benign(0.001)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ATXN3SNVMissense_Mutationc.151N>Cp.Gly51Argp.G51RP54252protein_codingdeleterious(0.03)probably_damaging(0.997)TCGA-E2-A1L9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ATXN3SNVMissense_Mutationc.151N>Ap.Gly51Argp.G51RP54252protein_codingdeleterious(0.03)probably_damaging(0.997)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ATXN3SNVMissense_Mutationc.138G>Ap.Met46Ilep.M46IP54252protein_codingtolerated(0.33)benign(0.001)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ATXN3SNVMissense_Mutationc.472N>Ap.Glu158Lysp.E158KP54252protein_codingdeleterious(0)possibly_damaging(0.454)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ATXN3SNVMissense_Mutationnovelc.148N>Ap.Glu50Lysp.E50KP54252protein_codingdeleterious(0)probably_damaging(0.967)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ATXN3SNVMissense_Mutationrs531719156c.176N>Ap.Arg59Hisp.R59HP54252protein_codingtolerated(0.08)benign(0.014)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ATXN3SNVMissense_Mutationc.307A>Gp.Arg103Glyp.R103GP54252protein_codingtolerated(0.41)benign(0)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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