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: ATL1

Gene summary for ATL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATL1

Gene ID

51062

Gene nameatlastin GTPase 1
Gene AliasAD-FSP
Cytomap14q22.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

A0A0S2Z5A2


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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
51062ATL1S015HumanLiverHCC7.26e-116.60e-010.2375
51062ATL1S016HumanLiverHCC6.69e-177.16e-010.2243
51062ATL1PTC06HumanThyroidPTC1.10e-051.43e-010.2057
51062ATL1ATC13HumanThyroidATC1.90e-143.10e-010.34
51062ATL1ATC2HumanThyroidATC3.38e-088.68e-010.34
51062ATL1ATC5HumanThyroidATC2.82e-213.53e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:000641720Oral cavityOSCCregulation of translation274/7305468/187234.39e-184.63e-16274
GO:003465517Oral cavityOSCCnucleobase-containing compound catabolic process244/7305407/187235.38e-185.49e-16244
GO:004670015Oral cavityOSCCheterocycle catabolic process254/7305445/187235.07e-153.31e-13254
GO:004427016Oral cavityOSCCcellular nitrogen compound catabolic process256/7305451/187239.67e-155.88e-13256
GO:001943915Oral cavityOSCCaromatic compound catabolic process263/7305467/187231.49e-148.84e-13263
GO:190136115Oral cavityOSCCorganic cyclic compound catabolic process272/7305495/187232.73e-131.36e-11272
GO:000095610Oral cavityOSCCnuclear-transcribed mRNA catabolic process81/7305112/187237.95e-133.70e-1181
GO:19033139Oral cavityOSCCpositive regulation of mRNA metabolic process82/7305118/187231.77e-116.13e-1082
GO:006101316Oral cavityOSCCregulation of mRNA catabolic process105/7305166/187232.04e-105.82e-09105
GO:004348716Oral cavityOSCCregulation of RNA stability106/7305170/187235.65e-101.47e-08106
GO:004348816Oral cavityOSCCregulation of mRNA stability99/7305158/187231.41e-093.39e-0899
GO:00610149Oral cavityOSCCpositive regulation of mRNA catabolic process58/730587/187231.59e-072.61e-0658
GO:00611579Oral cavityOSCCmRNA destabilization55/730584/187238.05e-071.12e-0555
GO:00507799Oral cavityOSCCRNA destabilization57/730588/187238.70e-071.19e-0557
GO:00002889Oral cavityOSCCnuclear-transcribed mRNA catabolic process, deadenylation-dependent decay36/730556/187231.12e-048.24e-0436
GO:00342495Oral cavityOSCCnegative regulation of cellular amide metabolic process130/7305273/187232.20e-031.00e-02130
GO:00171485Oral cavityOSCCnegative regulation of translation113/7305245/187231.34e-024.45e-02113
GO:000702915ThyroidPTCendoplasmic reticulum organization51/596887/187232.37e-074.15e-0651
GO:006156419ThyroidPTCaxon development199/5968467/187235.27e-078.53e-06199
GO:000740918ThyroidPTCaxonogenesis178/5968418/187232.17e-062.91e-05178
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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
ATL1SNVMissense_Mutationrs763902321c.58G>Ap.Glu20Lysp.E20KQ8WXF7protein_codingtolerated(0.2)benign(0.023)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ATL1SNVMissense_Mutationnovelc.590N>Ap.Gly197Aspp.G197DQ8WXF7protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATL1SNVMissense_Mutationrs119476046c.715N>Tp.Arg239Cysp.R239CQ8WXF7protein_codingdeleterious(0)benign(0.286)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATL1SNVMissense_Mutationnovelc.1608N>Gp.His536Glnp.H536QQ8WXF7protein_codingtolerated_low_confidence(0.55)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ATL1SNVMissense_Mutationc.1309G>Ap.Asp437Asnp.D437NQ8WXF7protein_codingtolerated(0.26)benign(0.006)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ATL1SNVMissense_Mutationnovelc.1282N>Ap.Leu428Ilep.L428IQ8WXF7protein_codingtolerated(0.29)benign(0.01)TCGA-VS-A9V5-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
ATL1SNVMissense_Mutationc.925N>Gp.Ser309Glyp.S309GQ8WXF7protein_codingdeleterious(0)benign(0.025)TCGA-4T-AA8H-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ATL1SNVMissense_Mutationc.1047G>Tp.Gln349Hisp.Q349HQ8WXF7protein_codingtolerated(0.08)possibly_damaging(0.772)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ATL1SNVMissense_Mutationc.283N>Ap.Glu95Lysp.E95KQ8WXF7protein_codingtolerated(0.78)benign(0.017)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ATL1SNVMissense_Mutationc.927C>Ap.Ser309Argp.S309RQ8WXF7protein_codingtolerated(0.07)benign(0.005)TCGA-AA-3715-01Colorectumcolon 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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