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: LST1

Gene summary for LST1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LST1

Gene ID

7940

Gene nameleukocyte specific transcript 1
Gene AliasB144
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

O00453


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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
7940LST1CCI_1HumanCervixCC2.41e-04-5.22e-010.528
7940LST1CCI_2HumanCervixCC7.57e-04-5.22e-010.5249
7940LST1CCI_3HumanCervixCC2.34e-04-5.07e-010.516
7940LST1CCII_1HumanCervixCC2.76e-07-5.11e-010.3249
7940LST1TumorHumanCervixCC3.60e-17-5.17e-010.1241
7940LST1sample1HumanCervixCC3.43e-03-4.57e-010.0959
7940LST1sample3HumanCervixCC3.12e-19-5.22e-010.1387
7940LST1H2HumanCervixHSIL_HPV4.37e-17-5.10e-010.0632
7940LST1T1HumanCervixCC7.83e-13-4.93e-010.0918
7940LST1T2HumanCervixCC1.52e-03-5.22e-010.0709
7940LST1T3HumanCervixCC3.12e-19-5.19e-010.1389
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
∗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:002260410CervixCCregulation of cell morphogenesis84/2311309/187231.00e-124.29e-1084
GO:00026837CervixCCnegative regulation of immune system process94/2311434/187232.63e-081.87e-0694
GO:00163587CervixCCdendrite development58/2311243/187234.52e-071.76e-0558
GO:00706637CervixCCregulation of leukocyte proliferation55/2311245/187236.51e-061.56e-0455
GO:00506705CervixCCregulation of lymphocyte proliferation51/2311225/187231.05e-052.32e-0451
GO:0051250CervixCCnegative regulation of lymphocyte activation39/2311157/187231.23e-052.57e-0439
GO:00329444CervixCCregulation of mononuclear cell proliferation51/2311227/187231.36e-052.73e-0451
GO:00083608CervixCCregulation of cell shape38/2311154/187231.86e-053.46e-0438
GO:00706617CervixCCleukocyte proliferation65/2311318/187232.56e-054.32e-0465
GO:0002695CervixCCnegative regulation of leukocyte activation43/2311187/187233.47e-055.60e-0443
GO:00466516CervixCClymphocyte proliferation59/2311288/187235.53e-058.10e-0459
GO:00329435CervixCCmononuclear cell proliferation59/2311291/187237.51e-051.03e-0359
GO:0050866CervixCCnegative regulation of cell activation44/2311210/187232.76e-043.02e-0344
GO:0070664CervixCCnegative regulation of leukocyte proliferation21/231190/187232.71e-031.85e-0221
GO:0050672CervixCCnegative regulation of lymphocyte proliferation19/231183/187235.25e-033.08e-0219
GO:0032945CervixCCnegative regulation of mononuclear cell proliferation19/231184/187236.02e-033.43e-0219
GO:000268312CervixHSIL_HPVnegative regulation of immune system process39/737434/187231.51e-066.60e-0539
GO:005067012CervixHSIL_HPVregulation of lymphocyte proliferation24/737225/187239.64e-063.32e-0424
GO:003294412CervixHSIL_HPVregulation of mononuclear cell proliferation24/737227/187231.12e-053.72e-0424
GO:007066312CervixHSIL_HPVregulation of leukocyte proliferation25/737245/187231.37e-054.32e-0425
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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
LST1SNVMissense_Mutationnovelc.267N>Tp.Glu89Aspp.E89DO00453protein_codingtolerated(0.07)possibly_damaging(0.722)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
LST1SNVMissense_Mutationrs550132083c.10C>Tp.Arg4Trpp.R4WO00453protein_codingdeleterious_low_confidence(0)benign(0)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
LST1SNVMissense_Mutationnovelc.248A>Gp.Asp83Glyp.D83GO00453protein_codingtolerated(0.16)benign(0.265)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
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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
7940LST1NAabacavirABACAVIR
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