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: ALS2CL

Gene summary for ALS2CL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ALS2CL

Gene ID

259173

Gene nameALS2 C-terminal like
Gene AliasRN49018
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

A0A024R2U1


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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
259173ALS2CLHCC1_MengHumanLiverHCC2.23e-03-6.64e-030.0246
259173ALS2CLHCC2_MengHumanLiverHCC1.38e-087.06e-020.0107
259173ALS2CLHCC2HumanLiverHCC2.74e-082.52e+000.5341
259173ALS2CLS027HumanLiverHCC1.31e-095.67e-010.2446
259173ALS2CLS028HumanLiverHCC3.22e-175.30e-010.2503
259173ALS2CLS029HumanLiverHCC1.83e-126.08e-010.2581
259173ALS2CLC04HumanOral cavityOSCC2.50e-032.76e-010.2633
259173ALS2CLC21HumanOral cavityOSCC3.06e-062.58e-010.2678
259173ALS2CLC30HumanOral cavityOSCC1.28e-127.11e-010.3055
259173ALS2CLC51HumanOral cavityOSCC2.58e-093.66e-010.2674
259173ALS2CLC57HumanOral cavityOSCC8.11e-042.42e-010.1679
259173ALS2CLC06HumanOral cavityOSCC3.71e-025.79e-010.2699
259173ALS2CLSYSMH1HumanOral cavityOSCC9.73e-037.82e-020.1127
259173ALS2CLSYSMH2HumanOral cavityOSCC1.32e-072.16e-010.2326
259173ALS2CLSYSMH3HumanOral cavityOSCC9.89e-103.14e-010.2442
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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
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:001605021LiverHCCvesicle organization194/7958300/187235.58e-153.97e-13194
GO:000703211LiverHCCendosome organization61/795882/187234.36e-091.15e-0761
GO:00160508Oral cavityOSCCvesicle organization189/7305300/187232.40e-172.14e-15189
GO:00070327Oral cavityOSCCendosome organization59/730582/187231.41e-093.39e-0859
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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
ALS2CLSNVMissense_Mutationrs759477238c.2360N>Gp.Tyr787Cysp.Y787CQ60I27protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
ALS2CLSNVMissense_Mutationc.2213N>Tp.Arg738Leup.R738LQ60I27protein_codingtolerated(0.1)benign(0.396)TCGA-BH-A0BL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ALS2CLSNVMissense_Mutationnovelc.331N>Tp.Val111Leup.V111LQ60I27protein_codingdeleterious(0)benign(0.136)TCGA-EW-A3U0-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycisplatinCR
ALS2CLinsertionFrame_Shift_Insnovelc.63_64insATATTTTTAGTGGAGACGGp.His22IlefsTer78p.H22Ifs*78Q60I27protein_codingTCGA-AN-A04D-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ALS2CLSNVMissense_Mutationnovelc.622G>Ap.Val208Metp.V208MQ60I27protein_codingtolerated(0.29)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ALS2CLSNVMissense_Mutationrs760740178c.2075N>Gp.Leu692Argp.L692RQ60I27protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ALS2CLSNVMissense_Mutationc.2143G>Cp.Glu715Glnp.E715QQ60I27protein_codingtolerated(0.07)possibly_damaging(0.522)TCGA-FU-A23K-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ALS2CLSNVMissense_Mutationc.2369N>Tp.Gly790Valp.G790VQ60I27protein_codingtolerated(0.06)probably_damaging(0.999)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ALS2CLSNVMissense_Mutationrs535935636c.1027N>Ap.Ala343Thrp.A343TQ60I27protein_codingtolerated(0.14)benign(0.01)TCGA-VS-A9UP-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ALS2CLinsertionIn_Frame_Insnovelc.1248_1249insCATGGAGGTAGGp.Gly416_Ser417insHisGlyGlyArgp.G416_S417insHGGRQ60I27protein_codingTCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
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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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