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: DIS3L

Gene summary for DIS3L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DIS3L

Gene ID

115752

Gene nameDIS3 like exosome 3'-5' exoribonuclease
Gene AliasDIS3L1
Cytomap15q22.31
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8TF46


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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
115752DIS3LLZE4THumanEsophagusESCC3.39e-062.90e-010.0811
115752DIS3LLZE7THumanEsophagusESCC2.42e-033.33e-010.0667
115752DIS3LLZE8THumanEsophagusESCC2.12e-021.49e-010.067
115752DIS3LP1T-EHumanEsophagusESCC4.74e-053.12e-010.0875
115752DIS3LP2T-EHumanEsophagusESCC1.23e-193.13e-010.1177
115752DIS3LP4T-EHumanEsophagusESCC2.63e-062.30e-010.1323
115752DIS3LP5T-EHumanEsophagusESCC2.12e-049.85e-020.1327
115752DIS3LP8T-EHumanEsophagusESCC3.20e-152.93e-010.0889
115752DIS3LP9T-EHumanEsophagusESCC2.63e-071.64e-010.1131
115752DIS3LP10T-EHumanEsophagusESCC8.08e-183.03e-010.116
115752DIS3LP11T-EHumanEsophagusESCC5.51e-063.31e-010.1426
115752DIS3LP12T-EHumanEsophagusESCC2.89e-143.15e-010.1122
115752DIS3LP15T-EHumanEsophagusESCC3.30e-133.72e-010.1149
115752DIS3LP16T-EHumanEsophagusESCC1.04e-234.10e-010.1153
115752DIS3LP20T-EHumanEsophagusESCC1.26e-082.84e-010.1124
115752DIS3LP21T-EHumanEsophagusESCC2.59e-071.48e-010.1617
115752DIS3LP22T-EHumanEsophagusESCC8.36e-112.42e-010.1236
115752DIS3LP23T-EHumanEsophagusESCC6.71e-102.92e-010.108
115752DIS3LP24T-EHumanEsophagusESCC4.67e-061.44e-010.1287
115752DIS3LP26T-EHumanEsophagusESCC3.44e-102.29e-010.1276
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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
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:000028011ThyroidATCnuclear division207/6293439/187231.98e-094.80e-08207
GO:0061157110ThyroidATCmRNA destabilization52/629384/187231.01e-071.70e-0652
GO:0061014110ThyroidATCpositive regulation of mRNA catabolic process53/629387/187231.63e-072.61e-0653
GO:0050779110ThyroidATCRNA destabilization53/629388/187232.75e-074.20e-0653
GO:000029112ThyroidATCnuclear-transcribed mRNA catabolic process, exonucleolytic17/629319/187237.02e-079.42e-0617
GO:00513044ThyroidATCchromosome separation55/629396/187231.58e-061.93e-0555
GO:009872722ThyroidATCmaintenance of cell number70/6293134/187236.45e-066.69e-0570
GO:009050112ThyroidATCRNA phosphodiester bond hydrolysis76/6293152/187232.07e-051.86e-0476
GO:001982722ThyroidATCstem cell population maintenance67/6293131/187232.48e-052.16e-0467
GO:009050312ThyroidATCRNA phosphodiester bond hydrolysis, exonucleolytic27/629342/187234.62e-053.70e-0427
GO:003466111ThyroidATCncRNA catabolic process27/629343/187238.44e-056.30e-0427
GO:001058615ThyroidATCmiRNA metabolic process19/629327/187231.04e-047.48e-0419
GO:003424923ThyroidATCnegative regulation of cellular amide metabolic process121/6293273/187231.36e-049.57e-04121
GO:001714823ThyroidATCnegative regulation of translation107/6293245/187236.17e-043.51e-03107
GO:003442711ThyroidATCnuclear-transcribed mRNA catabolic process, exonucleolytic, 3'-5'9/629311/187231.46e-037.47e-039
GO:001607511ThyroidATCrRNA catabolic process14/629321/187231.99e-039.54e-0314
GO:001058713ThyroidATCmiRNA catabolic process9/629312/187234.10e-031.75e-029
GO:009030511ThyroidATCnucleic acid phosphodiester bond hydrolysis107/6293261/187237.21e-032.84e-02107
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0301824EsophagusESCCRNA degradation62/420579/84651.18e-079.39e-074.81e-0762
hsa0301834EsophagusESCCRNA degradation62/420579/84651.18e-079.39e-074.81e-0762
hsa030182LiverHCCRNA degradation58/402079/84652.29e-062.19e-051.22e-0558
hsa030183LiverHCCRNA degradation58/402079/84652.29e-062.19e-051.22e-0558
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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
DIS3LSNVMissense_Mutationc.1301C>Tp.Ser434Leup.S434LQ8TF46protein_codingtolerated(0.58)benign(0.006)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DIS3LSNVMissense_Mutationc.181C>Gp.Pro61Alap.P61AQ8TF46protein_codingdeleterious(0.01)probably_damaging(0.941)TCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
DIS3LSNVMissense_Mutationnovelc.2341N>Ap.Glu781Lysp.E781KQ8TF46protein_codingdeleterious(0.03)benign(0.238)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
DIS3LSNVMissense_Mutationnovelc.1830C>Gp.Phe610Leup.F610LQ8TF46protein_codingtolerated(1)benign(0)TCGA-PL-A8LV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
DIS3LinsertionFrame_Shift_Insnovelc.1795_1796insCp.Gly599AlafsTer7p.G599Afs*7Q8TF46protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
DIS3LinsertionFrame_Shift_Insnovelc.1796_1797insAAATGGGTTAAATTTTCATGTAGTAATATACTATTTTTTAp.Leu601GlyfsTer18p.L601Gfs*18Q8TF46protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
DIS3LinsertionFrame_Shift_Insnovelc.2103_2104insGp.His702AlafsTer24p.H702Afs*24Q8TF46protein_codingTCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DIS3LinsertionNonsense_Mutationnovelc.2104_2105insGTCTCCCTCTGTTGCTGGCTTTTTAAAGTCAGCTAAAp.His702ArgfsTer9p.H702Rfs*9Q8TF46protein_codingTCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DIS3LdeletionFrame_Shift_Delnovelc.2340delNp.Glu781SerfsTer9p.E781Sfs*9Q8TF46protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
DIS3LSNVMissense_Mutationc.1690G>Ap.Glu564Lysp.E564KQ8TF46protein_codingdeleterious(0.04)benign(0.307)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
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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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